id sid tid token lemma pos cord-034058-8lokg6hs 1 1 key key NN cord-034058-8lokg6hs 1 2 : : : cord-034058-8lokg6hs 2 1 cord-034058 cord-034058 JJ cord-034058-8lokg6hs 2 2 - - HYPH cord-034058-8lokg6hs 2 3 8lokg6hs 8lokg6hs CD cord-034058-8lokg6hs 2 4 authors author NNS cord-034058-8lokg6hs 2 5 : : : cord-034058-8lokg6hs 2 6 Kim Kim NNP cord-034058-8lokg6hs 2 7 , , , cord-034058-8lokg6hs 2 8 In in IN cord-034058-8lokg6hs 2 9 Kyung Kyung NNP cord-034058-8lokg6hs 2 10 title title NN cord-034058-8lokg6hs 2 11 : : : cord-034058-8lokg6hs 2 12 The the DT cord-034058-8lokg6hs 2 13 impact impact NN cord-034058-8lokg6hs 2 14 of of IN cord-034058-8lokg6hs 2 15 social social JJ cord-034058-8lokg6hs 2 16 distancing distancing NN cord-034058-8lokg6hs 2 17 on on IN cord-034058-8lokg6hs 2 18 box box NN cord-034058-8lokg6hs 2 19 - - HYPH cord-034058-8lokg6hs 2 20 office office NN cord-034058-8lokg6hs 2 21 revenue revenue NN cord-034058-8lokg6hs 2 22 : : : cord-034058-8lokg6hs 2 23 Evidence evidence NN cord-034058-8lokg6hs 2 24 from from IN cord-034058-8lokg6hs 2 25 the the DT cord-034058-8lokg6hs 2 26 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 2 27 pandemic pandemic NN cord-034058-8lokg6hs 2 28 date date NN cord-034058-8lokg6hs 2 29 : : : cord-034058-8lokg6hs 2 30 2020 2020 CD cord-034058-8lokg6hs 2 31 - - SYM cord-034058-8lokg6hs 2 32 10 10 CD cord-034058-8lokg6hs 2 33 - - SYM cord-034058-8lokg6hs 2 34 21 21 CD cord-034058-8lokg6hs 2 35 journal journal NN cord-034058-8lokg6hs 2 36 : : : cord-034058-8lokg6hs 3 1 Quant Quant NNP cord-034058-8lokg6hs 3 2 Mark Mark NNP cord-034058-8lokg6hs 3 3 Econ Econ NNP cord-034058-8lokg6hs 3 4 DOI doi NN cord-034058-8lokg6hs 3 5 : : : cord-034058-8lokg6hs 4 1 10.1007 10.1007 CD cord-034058-8lokg6hs 4 2 / / SYM cord-034058-8lokg6hs 4 3 s11129 s11129 NNP cord-034058-8lokg6hs 4 4 - - HYPH cord-034058-8lokg6hs 4 5 020 020 CD cord-034058-8lokg6hs 4 6 - - HYPH cord-034058-8lokg6hs 4 7 09230-x 09230-x CD cord-034058-8lokg6hs 5 1 sha sha NNP cord-034058-8lokg6hs 5 2 : : : cord-034058-8lokg6hs 6 1 94db4f5c6048aa45ebcd706fb33e743c5e11efab 94db4f5c6048aa45ebcd706fb33e743c5e11efab NNP cord-034058-8lokg6hs 6 2 doc_id doc_id CD cord-034058-8lokg6hs 6 3 : : : cord-034058-8lokg6hs 6 4 34058 34058 CD cord-034058-8lokg6hs 6 5 cord_uid cord_uid NN cord-034058-8lokg6hs 6 6 : : : cord-034058-8lokg6hs 7 1 8lokg6hs 8lokg6hs CD cord-034058-8lokg6hs 8 1 In in IN cord-034058-8lokg6hs 8 2 this this DT cord-034058-8lokg6hs 8 3 paper paper NN cord-034058-8lokg6hs 8 4 , , , cord-034058-8lokg6hs 8 5 I -PRON- PRP cord-034058-8lokg6hs 8 6 study study VBP cord-034058-8lokg6hs 8 7 the the DT cord-034058-8lokg6hs 8 8 short short JJ cord-034058-8lokg6hs 8 9 - - HYPH cord-034058-8lokg6hs 8 10 run run NN cord-034058-8lokg6hs 8 11 effect effect NN cord-034058-8lokg6hs 8 12 of of IN cord-034058-8lokg6hs 8 13 social social JJ cord-034058-8lokg6hs 8 14 distancing distancing NN cord-034058-8lokg6hs 8 15 due due IN cord-034058-8lokg6hs 8 16 to to IN cord-034058-8lokg6hs 8 17 the the DT cord-034058-8lokg6hs 8 18 COVID-19 covid-19 JJ cord-034058-8lokg6hs 8 19 outbreak outbreak NN cord-034058-8lokg6hs 8 20 on on IN cord-034058-8lokg6hs 8 21 movie movie NN cord-034058-8lokg6hs 8 22 demand demand NN cord-034058-8lokg6hs 8 23 and and CC cord-034058-8lokg6hs 8 24 box box NN cord-034058-8lokg6hs 8 25 - - HYPH cord-034058-8lokg6hs 8 26 office office NN cord-034058-8lokg6hs 8 27 revenue revenue NN cord-034058-8lokg6hs 8 28 . . . cord-034058-8lokg6hs 9 1 Using use VBG cord-034058-8lokg6hs 9 2 longitudinal longitudinal JJ cord-034058-8lokg6hs 9 3 data datum NNS cord-034058-8lokg6hs 9 4 on on IN cord-034058-8lokg6hs 9 5 the the DT cord-034058-8lokg6hs 9 6 Korean korean JJ cord-034058-8lokg6hs 9 7 movie movie NN cord-034058-8lokg6hs 9 8 theater theater NN cord-034058-8lokg6hs 9 9 industry industry NN cord-034058-8lokg6hs 9 10 , , , cord-034058-8lokg6hs 9 11 I -PRON- PRP cord-034058-8lokg6hs 9 12 first first RB cord-034058-8lokg6hs 9 13 estimate estimate VBP cord-034058-8lokg6hs 9 14 a a DT cord-034058-8lokg6hs 9 15 nested nested JJ cord-034058-8lokg6hs 9 16 logit logit NN cord-034058-8lokg6hs 9 17 model model NN cord-034058-8lokg6hs 9 18 of of IN cord-034058-8lokg6hs 9 19 movie movie NN cord-034058-8lokg6hs 9 20 demand demand NN cord-034058-8lokg6hs 9 21 , , , cord-034058-8lokg6hs 9 22 and and CC cord-034058-8lokg6hs 9 23 then then RB cord-034058-8lokg6hs 9 24 quantify quantify VB cord-034058-8lokg6hs 9 25 the the DT cord-034058-8lokg6hs 9 26 revenue revenue NN cord-034058-8lokg6hs 9 27 loss loss NN cord-034058-8lokg6hs 9 28 in in IN cord-034058-8lokg6hs 9 29 the the DT cord-034058-8lokg6hs 9 30 industry industry NN cord-034058-8lokg6hs 9 31 . . . cord-034058-8lokg6hs 10 1 Estimation estimation NN cord-034058-8lokg6hs 10 2 results result NNS cord-034058-8lokg6hs 10 3 reveal reveal VBP cord-034058-8lokg6hs 10 4 that that IN cord-034058-8lokg6hs 10 5 the the DT cord-034058-8lokg6hs 10 6 revenue revenue NN cord-034058-8lokg6hs 10 7 loss loss NN cord-034058-8lokg6hs 10 8 due due IN cord-034058-8lokg6hs 10 9 to to IN cord-034058-8lokg6hs 10 10 the the DT cord-034058-8lokg6hs 10 11 decrease decrease NN cord-034058-8lokg6hs 10 12 in in IN cord-034058-8lokg6hs 10 13 underlying underlie VBG cord-034058-8lokg6hs 10 14 movie movie NN cord-034058-8lokg6hs 10 15 demand demand NN cord-034058-8lokg6hs 10 16 is be VBZ cord-034058-8lokg6hs 10 17 approximately approximately RB cord-034058-8lokg6hs 10 18 52 52 CD cord-034058-8lokg6hs 10 19 million million CD cord-034058-8lokg6hs 10 20 dollars dollar NNS cord-034058-8lokg6hs 10 21 nationwide nationwide JJ cord-034058-8lokg6hs 10 22 during during IN cord-034058-8lokg6hs 10 23 the the DT cord-034058-8lokg6hs 10 24 first first JJ cord-034058-8lokg6hs 10 25 five five CD cord-034058-8lokg6hs 10 26 weeks week NNS cord-034058-8lokg6hs 10 27 after after IN cord-034058-8lokg6hs 10 28 the the DT cord-034058-8lokg6hs 10 29 outbreak outbreak NN cord-034058-8lokg6hs 10 30 , , , cord-034058-8lokg6hs 10 31 implying imply VBG cord-034058-8lokg6hs 10 32 a a DT cord-034058-8lokg6hs 10 33 34 34 CD cord-034058-8lokg6hs 10 34 percent percent NN cord-034058-8lokg6hs 10 35 decrease decrease NN cord-034058-8lokg6hs 10 36 in in IN cord-034058-8lokg6hs 10 37 sales sale NNS cord-034058-8lokg6hs 10 38 . . . cord-034058-8lokg6hs 11 1 The the DT cord-034058-8lokg6hs 11 2 results result NNS cord-034058-8lokg6hs 11 3 also also RB cord-034058-8lokg6hs 11 4 suggest suggest VBP cord-034058-8lokg6hs 11 5 an an DT cord-034058-8lokg6hs 11 6 additional additional JJ cord-034058-8lokg6hs 11 7 42 42 CD cord-034058-8lokg6hs 11 8 million million CD cord-034058-8lokg6hs 11 9 dollars dollar NNS cord-034058-8lokg6hs 11 10 were be VBD cord-034058-8lokg6hs 11 11 lost lose VBN cord-034058-8lokg6hs 11 12 as as IN cord-034058-8lokg6hs 11 13 the the DT cord-034058-8lokg6hs 11 14 delay delay NN cord-034058-8lokg6hs 11 15 of of IN cord-034058-8lokg6hs 11 16 some some DT cord-034058-8lokg6hs 11 17 major major JJ cord-034058-8lokg6hs 11 18 movies movie NNS cord-034058-8lokg6hs 11 19 lowered lower VBD cord-034058-8lokg6hs 11 20 the the DT cord-034058-8lokg6hs 11 21 overall overall JJ cord-034058-8lokg6hs 11 22 quality quality NN cord-034058-8lokg6hs 11 23 of of IN cord-034058-8lokg6hs 11 24 available available JJ cord-034058-8lokg6hs 11 25 movies movie NNS cord-034058-8lokg6hs 11 26 in in IN cord-034058-8lokg6hs 11 27 the the DT cord-034058-8lokg6hs 11 28 market market NN cord-034058-8lokg6hs 11 29 . . . cord-034058-8lokg6hs 12 1 2019 2019 CD cord-034058-8lokg6hs 12 2 novel novel NN cord-034058-8lokg6hs 12 3 coronavirus coronavirus NN cord-034058-8lokg6hs 12 4 disease disease NN cord-034058-8lokg6hs 12 5 has have VBZ cord-034058-8lokg6hs 12 6 caused cause VBN cord-034058-8lokg6hs 12 7 an an DT cord-034058-8lokg6hs 12 8 unprecedented unprecedented JJ cord-034058-8lokg6hs 12 9 health health NN cord-034058-8lokg6hs 12 10 crisis crisis NN cord-034058-8lokg6hs 12 11 . . . cord-034058-8lokg6hs 13 1 It -PRON- PRP cord-034058-8lokg6hs 13 2 was be VBD cord-034058-8lokg6hs 13 3 designated designate VBN cord-034058-8lokg6hs 13 4 a a DT cord-034058-8lokg6hs 13 5 pandemic pandemic NN cord-034058-8lokg6hs 13 6 by by IN cord-034058-8lokg6hs 13 7 the the DT cord-034058-8lokg6hs 13 8 World World NNP cord-034058-8lokg6hs 13 9 Health Health NNP cord-034058-8lokg6hs 13 10 Organization Organization NNP cord-034058-8lokg6hs 13 11 ( ( -LRB- cord-034058-8lokg6hs 13 12 WHO who WP cord-034058-8lokg6hs 13 13 ) ) -RRB- cord-034058-8lokg6hs 13 14 on on IN cord-034058-8lokg6hs 13 15 11 11 CD cord-034058-8lokg6hs 13 16 March March NNP cord-034058-8lokg6hs 13 17 2020 2020 CD cord-034058-8lokg6hs 13 18 , , , cord-034058-8lokg6hs 13 19 and and CC cord-034058-8lokg6hs 13 20 one one CD cord-034058-8lokg6hs 13 21 month month NN cord-034058-8lokg6hs 13 22 later later RB cord-034058-8lokg6hs 13 23 the the DT cord-034058-8lokg6hs 13 24 worldwide worldwide JJ cord-034058-8lokg6hs 13 25 number number NN cord-034058-8lokg6hs 13 26 of of IN cord-034058-8lokg6hs 13 27 confirmed confirm VBN cord-034058-8lokg6hs 13 28 cases case NNS cord-034058-8lokg6hs 13 29 reached reach VBD cord-034058-8lokg6hs 13 30 1.7 1.7 CD cord-034058-8lokg6hs 13 31 million million CD cord-034058-8lokg6hs 13 32 , , , cord-034058-8lokg6hs 13 33 with with IN cord-034058-8lokg6hs 13 34 100,000 100,000 CD cord-034058-8lokg6hs 13 35 deaths death NNS cord-034058-8lokg6hs 13 36 . . . cord-034058-8lokg6hs 14 1 The the DT cord-034058-8lokg6hs 14 2 outbreak outbreak NN cord-034058-8lokg6hs 14 3 of of IN cord-034058-8lokg6hs 14 4 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 14 5 also also RB cord-034058-8lokg6hs 14 6 hit hit VBD cord-034058-8lokg6hs 14 7 the the DT cord-034058-8lokg6hs 14 8 economy economy NN cord-034058-8lokg6hs 14 9 severely severely RB cord-034058-8lokg6hs 14 10 , , , cord-034058-8lokg6hs 14 11 not not RB cord-034058-8lokg6hs 14 12 only only RB cord-034058-8lokg6hs 14 13 causing cause VBG cord-034058-8lokg6hs 14 14 higher high JJR cord-034058-8lokg6hs 14 15 unemployment unemployment NN cord-034058-8lokg6hs 14 16 rates rate NNS cord-034058-8lokg6hs 14 17 and and CC cord-034058-8lokg6hs 14 18 lower low JJR cord-034058-8lokg6hs 14 19 income income NN cord-034058-8lokg6hs 14 20 but but CC cord-034058-8lokg6hs 14 21 also also RB cord-034058-8lokg6hs 14 22 causing cause VBG cord-034058-8lokg6hs 14 23 people people NNS cord-034058-8lokg6hs 14 24 to to TO cord-034058-8lokg6hs 14 25 practice practice VB cord-034058-8lokg6hs 14 26 social social JJ cord-034058-8lokg6hs 14 27 distancing distancing NN cord-034058-8lokg6hs 14 28 , , , cord-034058-8lokg6hs 14 29 that that RB cord-034058-8lokg6hs 14 30 is is RB cord-034058-8lokg6hs 14 31 , , , cord-034058-8lokg6hs 14 32 avoiding avoid VBG cord-034058-8lokg6hs 14 33 close close JJ cord-034058-8lokg6hs 14 34 contact contact NN cord-034058-8lokg6hs 14 35 with with IN cord-034058-8lokg6hs 14 36 other other JJ cord-034058-8lokg6hs 14 37 people people NNS cord-034058-8lokg6hs 14 38 , , , cord-034058-8lokg6hs 14 39 which which WDT cord-034058-8lokg6hs 14 40 may may MD cord-034058-8lokg6hs 14 41 have have VB cord-034058-8lokg6hs 14 42 far far RB cord-034058-8lokg6hs 14 43 - - HYPH cord-034058-8lokg6hs 14 44 ranging range VBG cord-034058-8lokg6hs 14 45 implications implication NNS cord-034058-8lokg6hs 14 46 for for IN cord-034058-8lokg6hs 14 47 various various JJ cord-034058-8lokg6hs 14 48 industries industry NNS cord-034058-8lokg6hs 14 49 . . . cord-034058-8lokg6hs 15 1 As as IN cord-034058-8lokg6hs 15 2 the the DT cord-034058-8lokg6hs 15 3 In in IN cord-034058-8lokg6hs 15 4 Kyung Kyung NNP cord-034058-8lokg6hs 15 5 Kim Kim NNP cord-034058-8lokg6hs 15 6 in.kim@nu.edu.kz in.kim@nu.edu.kz NNP cord-034058-8lokg6hs 15 7 1 1 CD cord-034058-8lokg6hs 15 8 Department Department NNP cord-034058-8lokg6hs 15 9 of of IN cord-034058-8lokg6hs 15 10 Economics Economics NNP cord-034058-8lokg6hs 15 11 , , , cord-034058-8lokg6hs 15 12 Nazarbayev Nazarbayev NNP cord-034058-8lokg6hs 15 13 University University NNP cord-034058-8lokg6hs 15 14 , , , cord-034058-8lokg6hs 15 15 Astana Astana NNP cord-034058-8lokg6hs 15 16 , , , cord-034058-8lokg6hs 15 17 010000 010000 CD cord-034058-8lokg6hs 15 18 , , , cord-034058-8lokg6hs 16 1 Kazakhstan Kazakhstan NNP cord-034058-8lokg6hs 16 2 I.K. I.K. NNP cord-034058-8lokg6hs 16 3 Kim Kim NNP cord-034058-8lokg6hs 16 4 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 16 5 pandemic pandemic NN cord-034058-8lokg6hs 16 6 is be VBZ cord-034058-8lokg6hs 16 7 expected expect VBN cord-034058-8lokg6hs 16 8 to to TO cord-034058-8lokg6hs 16 9 last last VB cord-034058-8lokg6hs 16 10 at at RB cord-034058-8lokg6hs 16 11 least least JJS cord-034058-8lokg6hs 16 12 till till IN cord-034058-8lokg6hs 16 13 next next JJ cord-034058-8lokg6hs 16 14 year year NN cord-034058-8lokg6hs 16 15 1 1 CD cord-034058-8lokg6hs 16 16 and and CC cord-034058-8lokg6hs 16 17 more more JJR cord-034058-8lokg6hs 16 18 pandemics pandemic NNS cord-034058-8lokg6hs 16 19 are be VBP cord-034058-8lokg6hs 16 20 expected expect VBN cord-034058-8lokg6hs 16 21 to to TO cord-034058-8lokg6hs 16 22 come come VB cord-034058-8lokg6hs 16 23 in in IN cord-034058-8lokg6hs 16 24 the the DT cord-034058-8lokg6hs 16 25 near near JJ cord-034058-8lokg6hs 16 26 future future NN cord-034058-8lokg6hs 17 1 ( ( -LRB- cord-034058-8lokg6hs 17 2 Frutos Frutos NNP cord-034058-8lokg6hs 17 3 et et FW cord-034058-8lokg6hs 17 4 al al NNP cord-034058-8lokg6hs 17 5 . . NNP cord-034058-8lokg6hs 17 6 2020 2020 CD cord-034058-8lokg6hs 17 7 ) ) -RRB- cord-034058-8lokg6hs 17 8 , , , cord-034058-8lokg6hs 17 9 voluntary voluntary JJ cord-034058-8lokg6hs 17 10 social social JJ cord-034058-8lokg6hs 17 11 distancing distancing NN cord-034058-8lokg6hs 17 12 has have VBZ cord-034058-8lokg6hs 17 13 been be VBN cord-034058-8lokg6hs 17 14 gradually gradually RB cord-034058-8lokg6hs 17 15 accepted accept VBN cord-034058-8lokg6hs 17 16 as as IN cord-034058-8lokg6hs 17 17 the the DT cord-034058-8lokg6hs 17 18 new new JJ cord-034058-8lokg6hs 17 19 normal normal JJ cord-034058-8lokg6hs 17 20 around around IN cord-034058-8lokg6hs 17 21 the the DT cord-034058-8lokg6hs 17 22 world world NN cord-034058-8lokg6hs 17 23 . . . cord-034058-8lokg6hs 18 1 For for IN cord-034058-8lokg6hs 18 2 instance instance NN cord-034058-8lokg6hs 18 3 , , , cord-034058-8lokg6hs 18 4 recent recent JJ cord-034058-8lokg6hs 18 5 research research NN cord-034058-8lokg6hs 18 6 has have VBZ cord-034058-8lokg6hs 18 7 shown show VBN cord-034058-8lokg6hs 18 8 that that IN cord-034058-8lokg6hs 18 9 voluntary voluntary JJ cord-034058-8lokg6hs 18 10 demobilisation demobilisation NN cord-034058-8lokg6hs 18 11 is be VBZ cord-034058-8lokg6hs 18 12 crucial crucial JJ cord-034058-8lokg6hs 18 13 for for IN cord-034058-8lokg6hs 18 14 reducing reduce VBG cord-034058-8lokg6hs 18 15 virus virus NN cord-034058-8lokg6hs 18 16 propagation propagation NN cord-034058-8lokg6hs 18 17 ( ( -LRB- cord-034058-8lokg6hs 18 18 Maloney Maloney NNP cord-034058-8lokg6hs 18 19 and and CC cord-034058-8lokg6hs 18 20 Taskin Taskin NNP cord-034058-8lokg6hs 18 21 2020 2020 CD cord-034058-8lokg6hs 18 22 ; ; : cord-034058-8lokg6hs 18 23 Gupta Gupta NNP cord-034058-8lokg6hs 18 24 et et NNP cord-034058-8lokg6hs 18 25 al al NNP cord-034058-8lokg6hs 18 26 . . NNP cord-034058-8lokg6hs 18 27 2020 2020 CD cord-034058-8lokg6hs 18 28 ) ) -RRB- cord-034058-8lokg6hs 18 29 . . . cord-034058-8lokg6hs 19 1 2 2 LS cord-034058-8lokg6hs 20 1 The the DT cord-034058-8lokg6hs 20 2 goal goal NN cord-034058-8lokg6hs 20 3 of of IN cord-034058-8lokg6hs 20 4 this this DT cord-034058-8lokg6hs 20 5 paper paper NN cord-034058-8lokg6hs 20 6 is be VBZ cord-034058-8lokg6hs 20 7 to to TO cord-034058-8lokg6hs 20 8 study study VB cord-034058-8lokg6hs 20 9 the the DT cord-034058-8lokg6hs 20 10 short short JJ cord-034058-8lokg6hs 20 11 - - HYPH cord-034058-8lokg6hs 20 12 run run NN cord-034058-8lokg6hs 20 13 impact impact NN cord-034058-8lokg6hs 20 14 of of IN cord-034058-8lokg6hs 20 15 social social JJ cord-034058-8lokg6hs 20 16 distancing distancing NN cord-034058-8lokg6hs 20 17 due due IN cord-034058-8lokg6hs 20 18 to to IN cord-034058-8lokg6hs 20 19 the the DT cord-034058-8lokg6hs 20 20 COVID-19 covid-19 JJ cord-034058-8lokg6hs 20 21 outbreak outbreak NN cord-034058-8lokg6hs 20 22 on on IN cord-034058-8lokg6hs 20 23 the the DT cord-034058-8lokg6hs 20 24 Korean korean JJ cord-034058-8lokg6hs 20 25 movie movie NN cord-034058-8lokg6hs 20 26 theater theater NN cord-034058-8lokg6hs 20 27 industry industry NN cord-034058-8lokg6hs 20 28 . . . cord-034058-8lokg6hs 21 1 The the DT cord-034058-8lokg6hs 21 2 first first JJ cord-034058-8lokg6hs 21 3 confirmed confirm VBN cord-034058-8lokg6hs 21 4 case case NN cord-034058-8lokg6hs 21 5 of of IN cord-034058-8lokg6hs 21 6 the the DT cord-034058-8lokg6hs 21 7 novel novel JJ cord-034058-8lokg6hs 21 8 coronavirus coronavirus NN cord-034058-8lokg6hs 21 9 infection infection NN cord-034058-8lokg6hs 21 10 in in IN cord-034058-8lokg6hs 21 11 Korea Korea NNP cord-034058-8lokg6hs 21 12 on on IN cord-034058-8lokg6hs 21 13 20 20 CD cord-034058-8lokg6hs 21 14 January January NNP cord-034058-8lokg6hs 21 15 2020 2020 CD cord-034058-8lokg6hs 21 16 caused cause VBD cord-034058-8lokg6hs 21 17 widespread widespread JJ cord-034058-8lokg6hs 21 18 fear fear NN cord-034058-8lokg6hs 21 19 of of IN cord-034058-8lokg6hs 21 20 going go VBG cord-034058-8lokg6hs 21 21 to to IN cord-034058-8lokg6hs 21 22 the the DT cord-034058-8lokg6hs 21 23 cinema cinema NN cord-034058-8lokg6hs 21 24 among among IN cord-034058-8lokg6hs 21 25 Koreans Koreans NNPS cord-034058-8lokg6hs 21 26 . . . cord-034058-8lokg6hs 22 1 Although although IN cord-034058-8lokg6hs 22 2 the the DT cord-034058-8lokg6hs 22 3 Korean korean JJ cord-034058-8lokg6hs 22 4 government government NN cord-034058-8lokg6hs 22 5 urged urge VBD cord-034058-8lokg6hs 22 6 people people NNS cord-034058-8lokg6hs 22 7 to to TO cord-034058-8lokg6hs 22 8 minimize minimize VB cord-034058-8lokg6hs 22 9 social social JJ cord-034058-8lokg6hs 22 10 contact contact NN cord-034058-8lokg6hs 22 11 as as RB cord-034058-8lokg6hs 22 12 much much RB cord-034058-8lokg6hs 22 13 as as IN cord-034058-8lokg6hs 22 14 possible possible JJ cord-034058-8lokg6hs 22 15 , , , cord-034058-8lokg6hs 22 16 it -PRON- PRP cord-034058-8lokg6hs 22 17 did do VBD cord-034058-8lokg6hs 22 18 not not RB cord-034058-8lokg6hs 22 19 impose impose VB cord-034058-8lokg6hs 22 20 any any DT cord-034058-8lokg6hs 22 21 restriction restriction NN cord-034058-8lokg6hs 22 22 on on IN cord-034058-8lokg6hs 22 23 commercial commercial JJ cord-034058-8lokg6hs 22 24 or or CC cord-034058-8lokg6hs 22 25 religious religious JJ cord-034058-8lokg6hs 22 26 activities activity NNS cord-034058-8lokg6hs 22 27 and and CC cord-034058-8lokg6hs 22 28 public public JJ cord-034058-8lokg6hs 22 29 gatherings gathering NNS cord-034058-8lokg6hs 22 30 at at IN cord-034058-8lokg6hs 22 31 least least JJS cord-034058-8lokg6hs 22 32 until until IN cord-034058-8lokg6hs 22 33 mid mid NNP cord-034058-8lokg6hs 22 34 March March NNP cord-034058-8lokg6hs 22 35 . . . cord-034058-8lokg6hs 23 1 3 3 LS cord-034058-8lokg6hs 24 1 Consequently consequently RB cord-034058-8lokg6hs 24 2 , , , cord-034058-8lokg6hs 24 3 any any DT cord-034058-8lokg6hs 24 4 decrease decrease NN cord-034058-8lokg6hs 24 5 in in IN cord-034058-8lokg6hs 24 6 a a DT cord-034058-8lokg6hs 24 7 retailer retailer NN cord-034058-8lokg6hs 24 8 's 's POS cord-034058-8lokg6hs 24 9 revenue revenue NN cord-034058-8lokg6hs 24 10 during during IN cord-034058-8lokg6hs 24 11 the the DT cord-034058-8lokg6hs 24 12 first first JJ cord-034058-8lokg6hs 24 13 few few JJ cord-034058-8lokg6hs 24 14 weeks week NNS cord-034058-8lokg6hs 24 15 after after IN cord-034058-8lokg6hs 24 16 the the DT cord-034058-8lokg6hs 24 17 COVID-19 covid-19 JJ cord-034058-8lokg6hs 24 18 outbreak outbreak NN cord-034058-8lokg6hs 24 19 would would MD cord-034058-8lokg6hs 24 20 be be VB cord-034058-8lokg6hs 24 21 attributed attribute VBN cord-034058-8lokg6hs 24 22 to to IN cord-034058-8lokg6hs 24 23 consumers consumer NNS cord-034058-8lokg6hs 24 24 ' ' POS cord-034058-8lokg6hs 24 25 voluntary voluntary JJ cord-034058-8lokg6hs 24 26 social social JJ cord-034058-8lokg6hs 24 27 distancing distancing NN cord-034058-8lokg6hs 24 28 practices practice NNS cord-034058-8lokg6hs 24 29 rather rather RB cord-034058-8lokg6hs 24 30 than than IN cord-034058-8lokg6hs 24 31 government government NN cord-034058-8lokg6hs 24 32 - - HYPH cord-034058-8lokg6hs 24 33 imposed impose VBN cord-034058-8lokg6hs 24 34 restrictions restriction NNS cord-034058-8lokg6hs 24 35 . . . cord-034058-8lokg6hs 25 1 As as IN cord-034058-8lokg6hs 25 2 the the DT cord-034058-8lokg6hs 25 3 plunge plunge NN cord-034058-8lokg6hs 25 4 in in IN cord-034058-8lokg6hs 25 5 underlying underlying JJ cord-034058-8lokg6hs 25 6 movie movie NN cord-034058-8lokg6hs 25 7 demand demand NN cord-034058-8lokg6hs 25 8 resulted result VBD cord-034058-8lokg6hs 25 9 in in IN cord-034058-8lokg6hs 25 10 a a DT cord-034058-8lokg6hs 25 11 sharp sharp JJ cord-034058-8lokg6hs 25 12 drop drop NN cord-034058-8lokg6hs 25 13 in in IN cord-034058-8lokg6hs 25 14 ticket ticket NN cord-034058-8lokg6hs 25 15 sales sale NNS cord-034058-8lokg6hs 25 16 , , , cord-034058-8lokg6hs 25 17 distributors distributor NNS cord-034058-8lokg6hs 25 18 delayed delay VBD cord-034058-8lokg6hs 25 19 some some DT cord-034058-8lokg6hs 25 20 of of IN cord-034058-8lokg6hs 25 21 their -PRON- PRP$ cord-034058-8lokg6hs 25 22 potentially potentially RB cord-034058-8lokg6hs 25 23 popular popular JJ cord-034058-8lokg6hs 25 24 movies movie NNS cord-034058-8lokg6hs 25 25 , , , cord-034058-8lokg6hs 25 26 which which WDT cord-034058-8lokg6hs 25 27 in in IN cord-034058-8lokg6hs 25 28 turn turn NN cord-034058-8lokg6hs 25 29 might may MD cord-034058-8lokg6hs 25 30 have have VB cord-034058-8lokg6hs 25 31 led lead VBN cord-034058-8lokg6hs 25 32 to to IN cord-034058-8lokg6hs 25 33 a a DT cord-034058-8lokg6hs 25 34 further further JJ cord-034058-8lokg6hs 25 35 decrease decrease NN cord-034058-8lokg6hs 25 36 in in IN cord-034058-8lokg6hs 25 37 box box NN cord-034058-8lokg6hs 25 38 - - HYPH cord-034058-8lokg6hs 25 39 office office NN cord-034058-8lokg6hs 25 40 revenue revenue NN cord-034058-8lokg6hs 25 41 . . . cord-034058-8lokg6hs 26 1 A a DT cord-034058-8lokg6hs 26 2 novel novel JJ cord-034058-8lokg6hs 26 3 contribution contribution NN cord-034058-8lokg6hs 26 4 of of IN cord-034058-8lokg6hs 26 5 this this DT cord-034058-8lokg6hs 26 6 paper paper NN cord-034058-8lokg6hs 26 7 is be VBZ cord-034058-8lokg6hs 26 8 to to TO cord-034058-8lokg6hs 26 9 distinguish distinguish VB cord-034058-8lokg6hs 26 10 between between IN cord-034058-8lokg6hs 26 11 the the DT cord-034058-8lokg6hs 26 12 revenue revenue NN cord-034058-8lokg6hs 26 13 loss loss NN cord-034058-8lokg6hs 26 14 caused cause VBN cord-034058-8lokg6hs 26 15 by by IN cord-034058-8lokg6hs 26 16 reduced reduce VBN cord-034058-8lokg6hs 26 17 movie movie NN cord-034058-8lokg6hs 26 18 demand demand NN cord-034058-8lokg6hs 26 19 after after IN cord-034058-8lokg6hs 26 20 the the DT cord-034058-8lokg6hs 26 21 outbreak outbreak NN cord-034058-8lokg6hs 26 22 and and CC cord-034058-8lokg6hs 26 23 the the DT cord-034058-8lokg6hs 26 24 loss loss NN cord-034058-8lokg6hs 26 25 attributed attribute VBN cord-034058-8lokg6hs 26 26 to to IN cord-034058-8lokg6hs 26 27 the the DT cord-034058-8lokg6hs 26 28 endogenous endogenous JJ cord-034058-8lokg6hs 26 29 market market NN cord-034058-8lokg6hs 26 30 reaction reaction NN cord-034058-8lokg6hs 26 31 . . . cord-034058-8lokg6hs 27 1 This this DT cord-034058-8lokg6hs 27 2 is be VBZ cord-034058-8lokg6hs 27 3 important important JJ cord-034058-8lokg6hs 27 4 in in IN cord-034058-8lokg6hs 27 5 that that DT cord-034058-8lokg6hs 27 6 a a DT cord-034058-8lokg6hs 27 7 firm firm NN cord-034058-8lokg6hs 27 8 's 's POS cord-034058-8lokg6hs 27 9 managerial managerial JJ cord-034058-8lokg6hs 27 10 decision decision NN cord-034058-8lokg6hs 27 11 on on IN cord-034058-8lokg6hs 27 12 the the DT cord-034058-8lokg6hs 27 13 distribution distribution NN cord-034058-8lokg6hs 27 14 channel channel NN cord-034058-8lokg6hs 27 15 ( ( -LRB- cord-034058-8lokg6hs 27 16 for for IN cord-034058-8lokg6hs 27 17 example example NN cord-034058-8lokg6hs 27 18 , , , cord-034058-8lokg6hs 27 19 online online RB cord-034058-8lokg6hs 27 20 vs vs IN cord-034058-8lokg6hs 27 21 offline offline NNP cord-034058-8lokg6hs 27 22 ) ) -RRB- cord-034058-8lokg6hs 27 23 , , , cord-034058-8lokg6hs 27 24 R&D r&d NN cord-034058-8lokg6hs 27 25 expenditure expenditure NN cord-034058-8lokg6hs 27 26 , , , cord-034058-8lokg6hs 27 27 product product NN cord-034058-8lokg6hs 27 28 line line NN cord-034058-8lokg6hs 27 29 , , , cord-034058-8lokg6hs 27 30 and and CC cord-034058-8lokg6hs 27 31 prices price NNS cord-034058-8lokg6hs 27 32 would would MD cord-034058-8lokg6hs 27 33 be be VB cord-034058-8lokg6hs 27 34 based base VBN cord-034058-8lokg6hs 27 35 on on IN cord-034058-8lokg6hs 27 36 the the DT cord-034058-8lokg6hs 27 37 extent extent NN cord-034058-8lokg6hs 27 38 to to TO cord-034058-8lokg6hs 27 39 which which WDT cord-034058-8lokg6hs 27 40 consumer consumer NN cord-034058-8lokg6hs 27 41 demand demand NN cord-034058-8lokg6hs 27 42 is be VBZ cord-034058-8lokg6hs 27 43 affected affect VBN cord-034058-8lokg6hs 27 44 by by IN cord-034058-8lokg6hs 27 45 such such PDT cord-034058-8lokg6hs 27 46 an an DT cord-034058-8lokg6hs 27 47 exogenous exogenous JJ cord-034058-8lokg6hs 27 48 disturbance disturbance NN cord-034058-8lokg6hs 27 49 . . . cord-034058-8lokg6hs 28 1 Although although IN cord-034058-8lokg6hs 28 2 a a DT cord-034058-8lokg6hs 28 3 specific specific JJ cord-034058-8lokg6hs 28 4 sector sector NN cord-034058-8lokg6hs 28 5 ( ( -LRB- cord-034058-8lokg6hs 28 6 movie movie NN cord-034058-8lokg6hs 28 7 theater theater NN cord-034058-8lokg6hs 28 8 industry industry NN cord-034058-8lokg6hs 28 9 ) ) -RRB- cord-034058-8lokg6hs 28 10 is be VBZ cord-034058-8lokg6hs 28 11 analyzed analyze VBN cord-034058-8lokg6hs 28 12 in in IN cord-034058-8lokg6hs 28 13 this this DT cord-034058-8lokg6hs 28 14 paper paper NN cord-034058-8lokg6hs 28 15 , , , cord-034058-8lokg6hs 28 16 the the DT cord-034058-8lokg6hs 28 17 empirical empirical JJ cord-034058-8lokg6hs 28 18 strategy strategy NN cord-034058-8lokg6hs 28 19 proposed propose VBN cord-034058-8lokg6hs 28 20 in in IN cord-034058-8lokg6hs 28 21 this this DT cord-034058-8lokg6hs 28 22 article article NN cord-034058-8lokg6hs 28 23 can can MD cord-034058-8lokg6hs 28 24 be be VB cord-034058-8lokg6hs 28 25 applied apply VBN cord-034058-8lokg6hs 28 26 to to IN cord-034058-8lokg6hs 28 27 other other JJ cord-034058-8lokg6hs 28 28 industries industry NNS cord-034058-8lokg6hs 28 29 , , , cord-034058-8lokg6hs 28 30 such such JJ cord-034058-8lokg6hs 28 31 as as IN cord-034058-8lokg6hs 28 32 automotive automotive JJ cord-034058-8lokg6hs 28 33 or or CC cord-034058-8lokg6hs 28 34 electronics electronic NNS cord-034058-8lokg6hs 28 35 manufacturing manufacturing NN cord-034058-8lokg6hs 28 36 , , , cord-034058-8lokg6hs 28 37 in in IN cord-034058-8lokg6hs 28 38 other other JJ cord-034058-8lokg6hs 28 39 countries country NNS cord-034058-8lokg6hs 28 40 where where WRB cord-034058-8lokg6hs 28 41 the the DT cord-034058-8lokg6hs 28 42 pandemic pandemic NN cord-034058-8lokg6hs 28 43 delayed delay VBD cord-034058-8lokg6hs 28 44 new new JJ cord-034058-8lokg6hs 28 45 product product NN cord-034058-8lokg6hs 28 46 launches launch NNS cord-034058-8lokg6hs 28 47 . . . cord-034058-8lokg6hs 29 1 4 4 LS cord-034058-8lokg6hs 30 1 I -PRON- PRP cord-034058-8lokg6hs 30 2 focus focus VBP cord-034058-8lokg6hs 30 3 on on IN cord-034058-8lokg6hs 30 4 the the DT cord-034058-8lokg6hs 30 5 changes change NNS cord-034058-8lokg6hs 30 6 in in IN cord-034058-8lokg6hs 30 7 the the DT cord-034058-8lokg6hs 30 8 first first JJ cord-034058-8lokg6hs 30 9 few few JJ cord-034058-8lokg6hs 30 10 weeks week NNS cord-034058-8lokg6hs 30 11 after after IN cord-034058-8lokg6hs 30 12 the the DT cord-034058-8lokg6hs 30 13 outbreak outbreak NN cord-034058-8lokg6hs 30 14 for for IN cord-034058-8lokg6hs 30 15 various various JJ cord-034058-8lokg6hs 30 16 reasons reason NNS cord-034058-8lokg6hs 30 17 . . . cord-034058-8lokg6hs 31 1 First first RB cord-034058-8lokg6hs 31 2 , , , cord-034058-8lokg6hs 31 3 the the DT cord-034058-8lokg6hs 31 4 effect effect NN cord-034058-8lokg6hs 31 5 of of IN cord-034058-8lokg6hs 31 6 social social JJ cord-034058-8lokg6hs 31 7 distancing distancing NN cord-034058-8lokg6hs 31 8 is be VBZ cord-034058-8lokg6hs 31 9 unlikely unlikely JJ cord-034058-8lokg6hs 31 10 to to TO cord-034058-8lokg6hs 31 11 be be VB cord-034058-8lokg6hs 31 12 the the DT cord-034058-8lokg6hs 31 13 same same JJ cord-034058-8lokg6hs 31 14 before before IN cord-034058-8lokg6hs 31 15 and and CC cord-034058-8lokg6hs 31 16 after after IN cord-034058-8lokg6hs 31 17 the the DT cord-034058-8lokg6hs 31 18 last last JJ cord-034058-8lokg6hs 31 19 week week NN cord-034058-8lokg6hs 31 20 of of IN cord-034058-8lokg6hs 31 21 February February NNP cord-034058-8lokg6hs 31 22 , , , cord-034058-8lokg6hs 31 23 when when WRB cord-034058-8lokg6hs 31 24 the the DT cord-034058-8lokg6hs 31 25 number number NN cord-034058-8lokg6hs 31 26 of of IN cord-034058-8lokg6hs 31 27 confirmed confirm VBN cord-034058-8lokg6hs 31 28 cases case NNS cord-034058-8lokg6hs 31 29 began begin VBD cord-034058-8lokg6hs 31 30 to to TO cord-034058-8lokg6hs 31 31 surge surge VB cord-034058-8lokg6hs 31 32 in in IN cord-034058-8lokg6hs 31 33 Korea Korea NNP cord-034058-8lokg6hs 31 34 , , , cord-034058-8lokg6hs 31 35 possibly possibly RB cord-034058-8lokg6hs 31 36 causing cause VBG cord-034058-8lokg6hs 31 37 people people NNS cord-034058-8lokg6hs 31 38 to to TO cord-034058-8lokg6hs 31 39 intensify intensify VB cord-034058-8lokg6hs 31 40 social social JJ cord-034058-8lokg6hs 31 41 distancing distancing NN cord-034058-8lokg6hs 31 42 . . . cord-034058-8lokg6hs 32 1 Second second RB cord-034058-8lokg6hs 32 2 , , , cord-034058-8lokg6hs 32 3 some some DT cord-034058-8lokg6hs 32 4 theaters theater NNS cord-034058-8lokg6hs 32 5 were be VBD cord-034058-8lokg6hs 32 6 shutdown shutdown NN cord-034058-8lokg6hs 32 7 starting start VBG cord-034058-8lokg6hs 32 8 from from IN cord-034058-8lokg6hs 32 9 late late JJ cord-034058-8lokg6hs 32 10 March March NNP cord-034058-8lokg6hs 32 11 , , , cord-034058-8lokg6hs 32 12 which which WDT cord-034058-8lokg6hs 32 13 might may MD cord-034058-8lokg6hs 32 14 have have VB cord-034058-8lokg6hs 32 15 further far RBR cord-034058-8lokg6hs 32 16 lowered lower VBN cord-034058-8lokg6hs 32 17 movie movie NN cord-034058-8lokg6hs 32 18 demand demand NN cord-034058-8lokg6hs 32 19 . . . cord-034058-8lokg6hs 33 1 Third third RB cord-034058-8lokg6hs 33 2 , , , cord-034058-8lokg6hs 33 3 since since IN cord-034058-8lokg6hs 33 4 schools school NNS cord-034058-8lokg6hs 33 5 and and CC cord-034058-8lokg6hs 33 6 universities university NNS cord-034058-8lokg6hs 33 7 in in IN cord-034058-8lokg6hs 33 8 Korea Korea NNP cord-034058-8lokg6hs 33 9 normally normally RB cord-034058-8lokg6hs 33 10 start start VBP cord-034058-8lokg6hs 33 11 in in IN cord-034058-8lokg6hs 33 12 March March NNP cord-034058-8lokg6hs 33 13 , , , cord-034058-8lokg6hs 33 14 there there EX cord-034058-8lokg6hs 33 15 would would MD cord-034058-8lokg6hs 33 16 be be VB cord-034058-8lokg6hs 33 17 confounding confounding JJ cord-034058-8lokg6hs 33 18 changes change NNS cord-034058-8lokg6hs 33 19 in in IN cord-034058-8lokg6hs 33 20 underlying underlying JJ cord-034058-8lokg6hs 33 21 movie movie NN cord-034058-8lokg6hs 33 22 demand demand NN cord-034058-8lokg6hs 33 23 due due IN cord-034058-8lokg6hs 33 24 to to IN cord-034058-8lokg6hs 33 25 the the DT cord-034058-8lokg6hs 33 26 postponement postponement NN cord-034058-8lokg6hs 33 27 of of IN cord-034058-8lokg6hs 33 28 the the DT cord-034058-8lokg6hs 33 29 start start NN cord-034058-8lokg6hs 33 30 of of IN cord-034058-8lokg6hs 33 31 a a DT cord-034058-8lokg6hs 33 32 new new JJ cord-034058-8lokg6hs 33 33 school school NN cord-034058-8lokg6hs 33 34 year year NN cord-034058-8lokg6hs 33 35 if if IN cord-034058-8lokg6hs 33 36 observations observation NNS cord-034058-8lokg6hs 33 37 of of IN cord-034058-8lokg6hs 33 38 March March NNP cord-034058-8lokg6hs 33 39 and and CC cord-034058-8lokg6hs 33 40 later later RB cord-034058-8lokg6hs 33 41 are be VBP cord-034058-8lokg6hs 33 42 included include VBN cord-034058-8lokg6hs 33 43 . . . cord-034058-8lokg6hs 34 1 Using use VBG cord-034058-8lokg6hs 34 2 multi multi JJ cord-034058-8lokg6hs 34 3 - - JJ cord-034058-8lokg6hs 34 4 market market JJ cord-034058-8lokg6hs 34 5 data datum NNS cord-034058-8lokg6hs 34 6 from from IN cord-034058-8lokg6hs 34 7 the the DT cord-034058-8lokg6hs 34 8 first first JJ cord-034058-8lokg6hs 34 9 week week NN cord-034058-8lokg6hs 34 10 of of IN cord-034058-8lokg6hs 34 11 January January NNP cord-034058-8lokg6hs 34 12 2017 2017 CD cord-034058-8lokg6hs 34 13 to to IN cord-034058-8lokg6hs 34 14 the the DT cord-034058-8lokg6hs 34 15 third third JJ cord-034058-8lokg6hs 34 16 week week NN cord-034058-8lokg6hs 34 17 of of IN cord-034058-8lokg6hs 34 18 February February NNP cord-034058-8lokg6hs 34 19 2020 2020 CD cord-034058-8lokg6hs 34 20 , , , cord-034058-8lokg6hs 34 21 I -PRON- PRP cord-034058-8lokg6hs 34 22 first first RB cord-034058-8lokg6hs 34 23 estimate estimate VBP cord-034058-8lokg6hs 34 24 a a DT cord-034058-8lokg6hs 34 25 nested nested JJ cord-034058-8lokg6hs 34 26 logit logit NN cord-034058-8lokg6hs 34 27 model model NN cord-034058-8lokg6hs 34 28 of of IN cord-034058-8lokg6hs 34 29 movie movie NN cord-034058-8lokg6hs 34 30 demand demand NN cord-034058-8lokg6hs 34 31 similar similar JJ cord-034058-8lokg6hs 34 32 to to IN cord-034058-8lokg6hs 34 33 those those DT cord-034058-8lokg6hs 34 34 considered consider VBN cord-034058-8lokg6hs 34 35 in in IN cord-034058-8lokg6hs 34 36 the the DT cord-034058-8lokg6hs 34 37 previous previous JJ cord-034058-8lokg6hs 34 38 literature literature NN cord-034058-8lokg6hs 34 39 ( ( -LRB- cord-034058-8lokg6hs 34 40 Einav Einav NNP cord-034058-8lokg6hs 34 41 2007 2007 CD cord-034058-8lokg6hs 34 42 ; ; : cord-034058-8lokg6hs 34 43 Moul Moul NNP cord-034058-8lokg6hs 34 44 2007 2007 CD cord-034058-8lokg6hs 34 45 ; ; : cord-034058-8lokg6hs 34 46 Leung Leung NNP cord-034058-8lokg6hs 34 47 et et NNP cord-034058-8lokg6hs 34 48 al al NNP cord-034058-8lokg6hs 34 49 . . . cord-034058-8lokg6hs 34 50 2019 2019 CD cord-034058-8lokg6hs 34 51 ) ) -RRB- cord-034058-8lokg6hs 34 52 . . . cord-034058-8lokg6hs 35 1 Estimation estimation NN cord-034058-8lokg6hs 35 2 results result NNS cord-034058-8lokg6hs 35 3 reveal reveal VBP cord-034058-8lokg6hs 35 4 that that IN cord-034058-8lokg6hs 35 5 while while IN cord-034058-8lokg6hs 35 6 in in IN cord-034058-8lokg6hs 35 7 all all DT cord-034058-8lokg6hs 35 8 markets market NNS cord-034058-8lokg6hs 35 9 the the DT cord-034058-8lokg6hs 35 10 COVID-19 covid-19 JJ cord-034058-8lokg6hs 35 11 outbreak outbreak NN cord-034058-8lokg6hs 35 12 had have VBD cord-034058-8lokg6hs 35 13 a a DT cord-034058-8lokg6hs 35 14 strong strong JJ cord-034058-8lokg6hs 35 15 negative negative JJ cord-034058-8lokg6hs 35 16 effect effect NN cord-034058-8lokg6hs 35 17 on on IN cord-034058-8lokg6hs 35 18 a a DT cord-034058-8lokg6hs 35 19 consumer consumer NN cord-034058-8lokg6hs 35 20 's 's POS cord-034058-8lokg6hs 35 21 utility utility NN cord-034058-8lokg6hs 35 22 from from IN cord-034058-8lokg6hs 35 23 watching watch VBG cord-034058-8lokg6hs 35 24 her -PRON- PRP$ cord-034058-8lokg6hs 35 25 favorite favorite JJ cord-034058-8lokg6hs 35 26 movie movie NN cord-034058-8lokg6hs 35 27 , , , cord-034058-8lokg6hs 35 28 its -PRON- PRP$ cord-034058-8lokg6hs 35 29 magnitude magnitude NN cord-034058-8lokg6hs 35 30 is be VBZ cord-034058-8lokg6hs 35 31 largest large JJS cord-034058-8lokg6hs 35 32 in in IN cord-034058-8lokg6hs 35 33 densely densely RB cord-034058-8lokg6hs 35 34 populated populate VBN cord-034058-8lokg6hs 35 35 metropolitan metropolitan JJ cord-034058-8lokg6hs 35 36 areas area NNS cord-034058-8lokg6hs 35 37 . . . cord-034058-8lokg6hs 36 1 This this DT cord-034058-8lokg6hs 36 2 finding finding NN cord-034058-8lokg6hs 36 3 suggests suggest VBZ cord-034058-8lokg6hs 36 4 that that IN cord-034058-8lokg6hs 36 5 people people NNS cord-034058-8lokg6hs 36 6 in in IN cord-034058-8lokg6hs 36 7 these these DT cord-034058-8lokg6hs 36 8 regions region NNS cord-034058-8lokg6hs 36 9 practiced practice VBD cord-034058-8lokg6hs 36 10 social social JJ cord-034058-8lokg6hs 36 11 distancing distance VBG cord-034058-8lokg6hs 36 12 more more RBR cord-034058-8lokg6hs 36 13 carefully carefully RB cord-034058-8lokg6hs 36 14 than than IN cord-034058-8lokg6hs 36 15 people people NNS cord-034058-8lokg6hs 36 16 in in IN cord-034058-8lokg6hs 36 17 other other JJ cord-034058-8lokg6hs 36 18 regions region NNS cord-034058-8lokg6hs 36 19 with with IN cord-034058-8lokg6hs 36 20 lower low JJR cord-034058-8lokg6hs 36 21 population population NN cord-034058-8lokg6hs 36 22 density density NN cord-034058-8lokg6hs 36 23 . . . cord-034058-8lokg6hs 37 1 I -PRON- PRP cord-034058-8lokg6hs 37 2 also also RB cord-034058-8lokg6hs 37 3 find find VBP cord-034058-8lokg6hs 37 4 evidence evidence NN cord-034058-8lokg6hs 37 5 that that IN cord-034058-8lokg6hs 37 6 people people NNS cord-034058-8lokg6hs 37 7 are be VBP cord-034058-8lokg6hs 37 8 more more RBR cord-034058-8lokg6hs 37 9 afraid afraid JJ cord-034058-8lokg6hs 37 10 of of IN cord-034058-8lokg6hs 37 11 going go VBG cord-034058-8lokg6hs 37 12 to to IN cord-034058-8lokg6hs 37 13 the the DT cord-034058-8lokg6hs 37 14 cinema cinema NN cord-034058-8lokg6hs 37 15 when when WRB cord-034058-8lokg6hs 37 16 they -PRON- PRP cord-034058-8lokg6hs 37 17 are be VBP cord-034058-8lokg6hs 37 18 more more RBR cord-034058-8lokg6hs 37 19 concerned concerned JJ cord-034058-8lokg6hs 37 20 about about IN cord-034058-8lokg6hs 37 21 the the DT cord-034058-8lokg6hs 37 22 pandemic pandemic NN cord-034058-8lokg6hs 37 23 or or CC cord-034058-8lokg6hs 37 24 there there EX cord-034058-8lokg6hs 37 25 is be VBZ cord-034058-8lokg6hs 37 26 more more JJR cord-034058-8lokg6hs 37 27 news news NN cord-034058-8lokg6hs 37 28 about about IN cord-034058-8lokg6hs 37 29 the the DT cord-034058-8lokg6hs 37 30 novel novel JJ cord-034058-8lokg6hs 37 31 virus virus NN cord-034058-8lokg6hs 37 32 . . . cord-034058-8lokg6hs 38 1 Next next RB cord-034058-8lokg6hs 38 2 , , , cord-034058-8lokg6hs 38 3 I -PRON- PRP cord-034058-8lokg6hs 38 4 examine examine VBP cord-034058-8lokg6hs 38 5 what what WP cord-034058-8lokg6hs 38 6 box box NN cord-034058-8lokg6hs 38 7 office office NN cord-034058-8lokg6hs 38 8 revenue revenue NN cord-034058-8lokg6hs 38 9 would would MD cord-034058-8lokg6hs 38 10 have have VB cord-034058-8lokg6hs 38 11 been be VBN cord-034058-8lokg6hs 38 12 in in IN cord-034058-8lokg6hs 38 13 each each DT cord-034058-8lokg6hs 38 14 market market NN cord-034058-8lokg6hs 38 15 and and CC cord-034058-8lokg6hs 38 16 nationwide nationwide RB cord-034058-8lokg6hs 38 17 during during IN cord-034058-8lokg6hs 38 18 the the DT cord-034058-8lokg6hs 38 19 first first JJ cord-034058-8lokg6hs 38 20 five five CD cord-034058-8lokg6hs 38 21 weeks week NNS cord-034058-8lokg6hs 38 22 since since IN cord-034058-8lokg6hs 38 23 the the DT cord-034058-8lokg6hs 38 24 outbreak outbreak NN cord-034058-8lokg6hs 38 25 of of IN cord-034058-8lokg6hs 38 26 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 38 27 had have VBD cord-034058-8lokg6hs 38 28 it -PRON- PRP cord-034058-8lokg6hs 38 29 not not RB cord-034058-8lokg6hs 38 30 broken break VBN cord-034058-8lokg6hs 38 31 out out RP cord-034058-8lokg6hs 38 32 . . . cord-034058-8lokg6hs 39 1 Using use VBG cord-034058-8lokg6hs 39 2 the the DT cord-034058-8lokg6hs 39 3 estimated estimate VBN cord-034058-8lokg6hs 39 4 demand demand NN cord-034058-8lokg6hs 39 5 parameters parameter NNS cord-034058-8lokg6hs 39 6 , , , cord-034058-8lokg6hs 39 7 I -PRON- PRP cord-034058-8lokg6hs 39 8 derive derive VBP cord-034058-8lokg6hs 39 9 the the DT cord-034058-8lokg6hs 39 10 counterfactual counterfactual JJ cord-034058-8lokg6hs 39 11 boxoffice boxoffice NN cord-034058-8lokg6hs 39 12 revenue revenue NN cord-034058-8lokg6hs 39 13 in in IN cord-034058-8lokg6hs 39 14 a a DT cord-034058-8lokg6hs 39 15 market market NN cord-034058-8lokg6hs 39 16 and and CC cord-034058-8lokg6hs 39 17 compare compare VB cord-034058-8lokg6hs 39 18 it -PRON- PRP cord-034058-8lokg6hs 39 19 with with IN cord-034058-8lokg6hs 39 20 the the DT cord-034058-8lokg6hs 39 21 observed observed JJ cord-034058-8lokg6hs 39 22 revenue revenue NN cord-034058-8lokg6hs 39 23 to to TO cord-034058-8lokg6hs 39 24 obtain obtain VB cord-034058-8lokg6hs 39 25 the the DT cord-034058-8lokg6hs 39 26 estimated estimate VBN cord-034058-8lokg6hs 39 27 short short JJ cord-034058-8lokg6hs 39 28 - - HYPH cord-034058-8lokg6hs 39 29 run run NN cord-034058-8lokg6hs 39 30 revenue revenue NN cord-034058-8lokg6hs 39 31 loss loss NN cord-034058-8lokg6hs 39 32 in in IN cord-034058-8lokg6hs 39 33 the the DT cord-034058-8lokg6hs 39 34 market market NN cord-034058-8lokg6hs 39 35 . . . cord-034058-8lokg6hs 40 1 I -PRON- PRP cord-034058-8lokg6hs 40 2 find find VBP cord-034058-8lokg6hs 40 3 that that IN cord-034058-8lokg6hs 40 4 the the DT cord-034058-8lokg6hs 40 5 market market NN cord-034058-8lokg6hs 40 6 - - HYPH cord-034058-8lokg6hs 40 7 level level NN cord-034058-8lokg6hs 40 8 revenue revenue NN cord-034058-8lokg6hs 40 9 loss loss NN cord-034058-8lokg6hs 40 10 ranges range VBZ cord-034058-8lokg6hs 40 11 from from IN cord-034058-8lokg6hs 40 12 400 400 CD cord-034058-8lokg6hs 40 13 thousand thousand CD cord-034058-8lokg6hs 40 14 dollars dollar NNS cord-034058-8lokg6hs 40 15 to to IN cord-034058-8lokg6hs 40 16 16 16 CD cord-034058-8lokg6hs 40 17 million million CD cord-034058-8lokg6hs 40 18 dollars dollar NNS cord-034058-8lokg6hs 40 19 . . . cord-034058-8lokg6hs 41 1 The the DT cord-034058-8lokg6hs 41 2 estimated estimate VBN cord-034058-8lokg6hs 41 3 loss loss NN cord-034058-8lokg6hs 41 4 is be VBZ cord-034058-8lokg6hs 41 5 52 52 CD cord-034058-8lokg6hs 41 6 million million CD cord-034058-8lokg6hs 41 7 dollars dollar NNS cord-034058-8lokg6hs 41 8 nationwide nationwide RB cord-034058-8lokg6hs 41 9 while while IN cord-034058-8lokg6hs 41 10 the the DT cord-034058-8lokg6hs 41 11 box box NN cord-034058-8lokg6hs 41 12 - - HYPH cord-034058-8lokg6hs 41 13 offce offce NN cord-034058-8lokg6hs 41 14 revenue revenue NN cord-034058-8lokg6hs 41 15 during during IN cord-034058-8lokg6hs 41 16 this this DT cord-034058-8lokg6hs 41 17 period period NN cord-034058-8lokg6hs 41 18 is be VBZ cord-034058-8lokg6hs 41 19 102 102 CD cord-034058-8lokg6hs 41 20 million million CD cord-034058-8lokg6hs 41 21 dollars dollar NNS cord-034058-8lokg6hs 41 22 , , , cord-034058-8lokg6hs 41 23 implying imply VBG cord-034058-8lokg6hs 41 24 a a DT cord-034058-8lokg6hs 41 25 34 34 CD cord-034058-8lokg6hs 41 26 percent percent NN cord-034058-8lokg6hs 41 27 decrease decrease NN cord-034058-8lokg6hs 41 28 in in IN cord-034058-8lokg6hs 41 29 sales sale NNS cord-034058-8lokg6hs 41 30 in in IN cord-034058-8lokg6hs 41 31 the the DT cord-034058-8lokg6hs 41 32 short short JJ cord-034058-8lokg6hs 41 33 - - HYPH cord-034058-8lokg6hs 41 34 run run NN cord-034058-8lokg6hs 41 35 . . . cord-034058-8lokg6hs 42 1 The the DT cord-034058-8lokg6hs 42 2 estimated estimate VBN cord-034058-8lokg6hs 42 3 revenue revenue NN cord-034058-8lokg6hs 42 4 loss loss NN cord-034058-8lokg6hs 42 5 , , , cord-034058-8lokg6hs 42 6 52 52 CD cord-034058-8lokg6hs 42 7 million million CD cord-034058-8lokg6hs 42 8 dollars dollar NNS cord-034058-8lokg6hs 42 9 , , , cord-034058-8lokg6hs 42 10 is be VBZ cord-034058-8lokg6hs 42 11 much much RB cord-034058-8lokg6hs 42 12 smaller small JJR cord-034058-8lokg6hs 42 13 than than IN cord-034058-8lokg6hs 42 14 the the DT cord-034058-8lokg6hs 42 15 difference difference NN cord-034058-8lokg6hs 42 16 between between IN cord-034058-8lokg6hs 42 17 sales sale NNS cord-034058-8lokg6hs 42 18 during during IN cord-034058-8lokg6hs 42 19 these these DT cord-034058-8lokg6hs 42 20 five five CD cord-034058-8lokg6hs 42 21 weeks week NNS cord-034058-8lokg6hs 42 22 in in IN cord-034058-8lokg6hs 42 23 2020 2020 CD cord-034058-8lokg6hs 42 24 and and CC cord-034058-8lokg6hs 42 25 sales sale NNS cord-034058-8lokg6hs 42 26 during during IN cord-034058-8lokg6hs 42 27 the the DT cord-034058-8lokg6hs 42 28 same same JJ cord-034058-8lokg6hs 42 29 period period NN cord-034058-8lokg6hs 42 30 in in IN cord-034058-8lokg6hs 42 31 the the DT cord-034058-8lokg6hs 42 32 previous previous JJ cord-034058-8lokg6hs 42 33 year year NN cord-034058-8lokg6hs 42 34 , , , cord-034058-8lokg6hs 42 35 94 94 CD cord-034058-8lokg6hs 42 36 million million CD cord-034058-8lokg6hs 42 37 dollars dollar NNS cord-034058-8lokg6hs 42 38 . . . cord-034058-8lokg6hs 43 1 This this DT cord-034058-8lokg6hs 43 2 gap gap NN cord-034058-8lokg6hs 43 3 can can MD cord-034058-8lokg6hs 43 4 be be VB cord-034058-8lokg6hs 43 5 largely largely RB cord-034058-8lokg6hs 43 6 attributed attribute VBN cord-034058-8lokg6hs 43 7 to to IN cord-034058-8lokg6hs 43 8 endogenous endogenous JJ cord-034058-8lokg6hs 43 9 movie movie NN cord-034058-8lokg6hs 43 10 quality quality NN cord-034058-8lokg6hs 43 11 choice choice NN cord-034058-8lokg6hs 43 12 by by IN cord-034058-8lokg6hs 43 13 distributors distributor NNS cord-034058-8lokg6hs 43 14 . . . cord-034058-8lokg6hs 44 1 That that RB cord-034058-8lokg6hs 44 2 is is RB cord-034058-8lokg6hs 44 3 , , , cord-034058-8lokg6hs 44 4 as as IN cord-034058-8lokg6hs 44 5 people people NNS cord-034058-8lokg6hs 44 6 were be VBD cord-034058-8lokg6hs 44 7 reluctant reluctant JJ cord-034058-8lokg6hs 44 8 to to TO cord-034058-8lokg6hs 44 9 go go VB cord-034058-8lokg6hs 44 10 to to IN cord-034058-8lokg6hs 44 11 the the DT cord-034058-8lokg6hs 44 12 cinema cinema NN cord-034058-8lokg6hs 44 13 , , , cord-034058-8lokg6hs 44 14 major major JJ cord-034058-8lokg6hs 44 15 distributors distributor NNS cord-034058-8lokg6hs 44 16 delayed delay VBD cord-034058-8lokg6hs 44 17 some some DT cord-034058-8lokg6hs 44 18 of of IN cord-034058-8lokg6hs 44 19 their -PRON- PRP$ cord-034058-8lokg6hs 44 20 potentially potentially RB cord-034058-8lokg6hs 44 21 popular popular JJ cord-034058-8lokg6hs 44 22 movies movie NNS cord-034058-8lokg6hs 44 23 , , , cord-034058-8lokg6hs 44 24 lowering lower VBG cord-034058-8lokg6hs 44 25 the the DT cord-034058-8lokg6hs 44 26 overall overall JJ cord-034058-8lokg6hs 44 27 quality quality NN cord-034058-8lokg6hs 44 28 of of IN cord-034058-8lokg6hs 44 29 available available JJ cord-034058-8lokg6hs 44 30 movies movie NNS cord-034058-8lokg6hs 44 31 in in IN cord-034058-8lokg6hs 44 32 the the DT cord-034058-8lokg6hs 44 33 market market NN cord-034058-8lokg6hs 44 34 . . . cord-034058-8lokg6hs 45 1 This this DT cord-034058-8lokg6hs 45 2 paper paper NN cord-034058-8lokg6hs 45 3 contributes contribute VBZ cord-034058-8lokg6hs 45 4 to to IN cord-034058-8lokg6hs 45 5 the the DT cord-034058-8lokg6hs 45 6 literature literature NN cord-034058-8lokg6hs 45 7 that that WDT cord-034058-8lokg6hs 45 8 combines combine VBZ cord-034058-8lokg6hs 45 9 epidemiology epidemiology NN cord-034058-8lokg6hs 45 10 and and CC cord-034058-8lokg6hs 45 11 economics economic NNS cord-034058-8lokg6hs 45 12 . . . cord-034058-8lokg6hs 46 1 5 5 LS cord-034058-8lokg6hs 47 1 Earlier early RBR cord-034058-8lokg6hs 47 2 works work NNS cord-034058-8lokg6hs 47 3 on on IN cord-034058-8lokg6hs 47 4 the the DT cord-034058-8lokg6hs 47 5 economic economic JJ cord-034058-8lokg6hs 47 6 analysis analysis NN cord-034058-8lokg6hs 47 7 of of IN cord-034058-8lokg6hs 47 8 infectious infectious JJ cord-034058-8lokg6hs 47 9 disease disease NN cord-034058-8lokg6hs 47 10 found find VBD cord-034058-8lokg6hs 47 11 that that IN cord-034058-8lokg6hs 47 12 the the DT cord-034058-8lokg6hs 47 13 benefit benefit NN cord-034058-8lokg6hs 47 14 from from IN cord-034058-8lokg6hs 47 15 public public JJ cord-034058-8lokg6hs 47 16 intervention intervention NN cord-034058-8lokg6hs 47 17 is be VBZ cord-034058-8lokg6hs 47 18 often often RB cord-034058-8lokg6hs 47 19 lower low JJR cord-034058-8lokg6hs 47 20 than than IN cord-034058-8lokg6hs 47 21 that that DT cord-034058-8lokg6hs 47 22 predicted predict VBN cord-034058-8lokg6hs 47 23 by by IN cord-034058-8lokg6hs 47 24 epidemiology epidemiology NN cord-034058-8lokg6hs 47 25 ( ( -LRB- cord-034058-8lokg6hs 47 26 Philipson Philipson NNP cord-034058-8lokg6hs 47 27 2000 2000 CD cord-034058-8lokg6hs 47 28 ) ) -RRB- cord-034058-8lokg6hs 47 29 or or CC cord-034058-8lokg6hs 47 30 not not RB cord-034058-8lokg6hs 47 31 cost cost NN cord-034058-8lokg6hs 47 32 - - HYPH cord-034058-8lokg6hs 47 33 effective effective JJ cord-034058-8lokg6hs 47 34 ( ( -LRB- cord-034058-8lokg6hs 47 35 Adda Adda NNP cord-034058-8lokg6hs 47 36 2016 2016 CD cord-034058-8lokg6hs 47 37 ) ) -RRB- cord-034058-8lokg6hs 47 38 . . . cord-034058-8lokg6hs 48 1 Since since IN cord-034058-8lokg6hs 48 2 the the DT cord-034058-8lokg6hs 48 3 outbreak outbreak NN cord-034058-8lokg6hs 48 4 of of IN cord-034058-8lokg6hs 48 5 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 48 6 , , , cord-034058-8lokg6hs 48 7 a a DT cord-034058-8lokg6hs 48 8 growing grow VBG cord-034058-8lokg6hs 48 9 number number NN cord-034058-8lokg6hs 48 10 of of IN cord-034058-8lokg6hs 48 11 papers paper NNS cord-034058-8lokg6hs 48 12 study study VBP cord-034058-8lokg6hs 48 13 macroeconomic macroeconomic JJ cord-034058-8lokg6hs 48 14 implications implication NNS cord-034058-8lokg6hs 48 15 of of IN cord-034058-8lokg6hs 48 16 pandemic pandemic NN cord-034058-8lokg6hs 48 17 . . . cord-034058-8lokg6hs 49 1 These these DT cord-034058-8lokg6hs 49 2 papers paper NNS cord-034058-8lokg6hs 49 3 consider consider VBP cord-034058-8lokg6hs 49 4 models model NNS cord-034058-8lokg6hs 49 5 where where WRB cord-034058-8lokg6hs 49 6 economic economic JJ cord-034058-8lokg6hs 49 7 factors factor NNS cord-034058-8lokg6hs 49 8 interact interact VBP cord-034058-8lokg6hs 49 9 with with IN cord-034058-8lokg6hs 49 10 the the DT cord-034058-8lokg6hs 49 11 virus virus NN cord-034058-8lokg6hs 49 12 transmission transmission NN cord-034058-8lokg6hs 49 13 mechanism mechanism NN cord-034058-8lokg6hs 49 14 , , , cord-034058-8lokg6hs 49 15 analyzing analyze VBG cord-034058-8lokg6hs 49 16 the the DT cord-034058-8lokg6hs 49 17 efficiency efficiency NN cord-034058-8lokg6hs 49 18 of of IN cord-034058-8lokg6hs 49 19 fiscal fiscal JJ cord-034058-8lokg6hs 49 20 and and CC cord-034058-8lokg6hs 49 21 monetary monetary JJ cord-034058-8lokg6hs 49 22 policies policy NNS cord-034058-8lokg6hs 49 23 ( ( -LRB- cord-034058-8lokg6hs 49 24 Guerrieri Guerrieri NNP cord-034058-8lokg6hs 49 25 et et FW cord-034058-8lokg6hs 49 26 al al NNP cord-034058-8lokg6hs 49 27 . . NNP cord-034058-8lokg6hs 49 28 2020 2020 CD cord-034058-8lokg6hs 49 29 ; ; : cord-034058-8lokg6hs 49 30 Faria Faria NNP cord-034058-8lokg6hs 49 31 - - HYPH cord-034058-8lokg6hs 49 32 e e NNP cord-034058-8lokg6hs 49 33 Castro Castro NNP cord-034058-8lokg6hs 49 34 and and CC cord-034058-8lokg6hs 49 35 et et NNP cord-034058-8lokg6hs 49 36 al al NNP cord-034058-8lokg6hs 49 37 . . . cord-034058-8lokg6hs 50 1 2020 2020 CD cord-034058-8lokg6hs 50 2 ) ) -RRB- cord-034058-8lokg6hs 50 3 or or CC cord-034058-8lokg6hs 50 4 deriving derive VBG cord-034058-8lokg6hs 50 5 the the DT cord-034058-8lokg6hs 50 6 optimal optimal JJ cord-034058-8lokg6hs 50 7 mitigation mitigation NN cord-034058-8lokg6hs 50 8 policies policy NNS cord-034058-8lokg6hs 50 9 ( ( -LRB- cord-034058-8lokg6hs 50 10 Eichenbaum Eichenbaum NNP cord-034058-8lokg6hs 50 11 et et NNP cord-034058-8lokg6hs 50 12 al al NNP cord-034058-8lokg6hs 50 13 . . NNP cord-034058-8lokg6hs 50 14 2020 2020 CD cord-034058-8lokg6hs 50 15 ; ; : cord-034058-8lokg6hs 50 16 Alvarez Alvarez NNP cord-034058-8lokg6hs 50 17 et et NNP cord-034058-8lokg6hs 50 18 al al NNP cord-034058-8lokg6hs 50 19 . . NNP cord-034058-8lokg6hs 50 20 2020 2020 CD cord-034058-8lokg6hs 50 21 ; ; : cord-034058-8lokg6hs 50 22 Jones Jones NNP cord-034058-8lokg6hs 50 23 and and CC cord-034058-8lokg6hs 50 24 Venkateswaran Venkateswaran NNP cord-034058-8lokg6hs 50 25 2020 2020 CD cord-034058-8lokg6hs 50 26 ) ) -RRB- cord-034058-8lokg6hs 50 27 . . . cord-034058-8lokg6hs 51 1 This this DT cord-034058-8lokg6hs 51 2 paper paper NN cord-034058-8lokg6hs 51 3 is be VBZ cord-034058-8lokg6hs 51 4 one one CD cord-034058-8lokg6hs 51 5 of of IN cord-034058-8lokg6hs 51 6 the the DT cord-034058-8lokg6hs 51 7 first first JJ cord-034058-8lokg6hs 51 8 empirical empirical JJ cord-034058-8lokg6hs 51 9 studies study NNS cord-034058-8lokg6hs 51 10 on on IN cord-034058-8lokg6hs 51 11 the the DT cord-034058-8lokg6hs 51 12 effect effect NN cord-034058-8lokg6hs 51 13 of of IN cord-034058-8lokg6hs 51 14 the the DT cord-034058-8lokg6hs 51 15 epidemic epidemic NN cord-034058-8lokg6hs 51 16 on on IN cord-034058-8lokg6hs 51 17 a a DT cord-034058-8lokg6hs 51 18 certain certain JJ cord-034058-8lokg6hs 51 19 industry industry NN cord-034058-8lokg6hs 51 20 . . . cord-034058-8lokg6hs 52 1 A a DT cord-034058-8lokg6hs 52 2 group group NN cord-034058-8lokg6hs 52 3 of of IN cord-034058-8lokg6hs 52 4 papers paper NNS cord-034058-8lokg6hs 52 5 studied study VBD cord-034058-8lokg6hs 52 6 how how WRB cord-034058-8lokg6hs 52 7 the the DT cord-034058-8lokg6hs 52 8 tourism tourism NN cord-034058-8lokg6hs 52 9 industry industry NN cord-034058-8lokg6hs 52 10 was be VBD cord-034058-8lokg6hs 52 11 affected affect VBN cord-034058-8lokg6hs 52 12 by by IN cord-034058-8lokg6hs 52 13 epidemics epidemic NNS cord-034058-8lokg6hs 52 14 such such JJ cord-034058-8lokg6hs 52 15 as as IN cord-034058-8lokg6hs 52 16 avian avian JJ cord-034058-8lokg6hs 52 17 flu flu NN cord-034058-8lokg6hs 52 18 and and CC cord-034058-8lokg6hs 52 19 SARS SARS NNP cord-034058-8lokg6hs 52 20 during during IN cord-034058-8lokg6hs 52 21 the the DT cord-034058-8lokg6hs 52 22 2000s 2000s CD cord-034058-8lokg6hs 53 1 ( ( -LRB- cord-034058-8lokg6hs 53 2 Kuo Kuo NNP cord-034058-8lokg6hs 53 3 et et NNP cord-034058-8lokg6hs 53 4 al al NNP cord-034058-8lokg6hs 53 5 . . . cord-034058-8lokg6hs 53 6 2009 2009 CD cord-034058-8lokg6hs 53 7 ; ; : cord-034058-8lokg6hs 53 8 Chen Chen NNP cord-034058-8lokg6hs 53 9 et et NNP cord-034058-8lokg6hs 53 10 al al NNP cord-034058-8lokg6hs 53 11 . . NNP cord-034058-8lokg6hs 53 12 2007 2007 CD cord-034058-8lokg6hs 53 13 ) ) -RRB- cord-034058-8lokg6hs 53 14 . . . cord-034058-8lokg6hs 54 1 While while IN cord-034058-8lokg6hs 54 2 they -PRON- PRP cord-034058-8lokg6hs 54 3 relied rely VBD cord-034058-8lokg6hs 54 4 on on IN cord-034058-8lokg6hs 54 5 reduced reduce VBN cord-034058-8lokg6hs 54 6 - - HYPH cord-034058-8lokg6hs 54 7 form form NN cord-034058-8lokg6hs 54 8 models model NNS cord-034058-8lokg6hs 54 9 for for IN cord-034058-8lokg6hs 54 10 their -PRON- PRP$ cord-034058-8lokg6hs 54 11 analyses analysis NNS cord-034058-8lokg6hs 54 12 , , , cord-034058-8lokg6hs 54 13 I -PRON- PRP cord-034058-8lokg6hs 54 14 consider consider VBP cord-034058-8lokg6hs 54 15 a a DT cord-034058-8lokg6hs 54 16 discrete discrete JJ cord-034058-8lokg6hs 54 17 - - HYPH cord-034058-8lokg6hs 54 18 choice choice NN cord-034058-8lokg6hs 54 19 model model NN cord-034058-8lokg6hs 54 20 and and CC cord-034058-8lokg6hs 54 21 quantify quantify VB cord-034058-8lokg6hs 54 22 the the DT cord-034058-8lokg6hs 54 23 revenue revenue NN cord-034058-8lokg6hs 54 24 loss loss NN cord-034058-8lokg6hs 54 25 in in IN cord-034058-8lokg6hs 54 26 the the DT cord-034058-8lokg6hs 54 27 industry industry NN cord-034058-8lokg6hs 54 28 due due IN cord-034058-8lokg6hs 54 29 to to IN cord-034058-8lokg6hs 54 30 the the DT cord-034058-8lokg6hs 54 31 outbreak outbreak NN cord-034058-8lokg6hs 54 32 of of IN cord-034058-8lokg6hs 54 33 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 54 34 . . . cord-034058-8lokg6hs 55 1 Recent recent JJ cord-034058-8lokg6hs 55 2 literature literature NN cord-034058-8lokg6hs 55 3 on on IN cord-034058-8lokg6hs 55 4 movie movie NN cord-034058-8lokg6hs 55 5 demand demand NN cord-034058-8lokg6hs 55 6 estimation estimation NN cord-034058-8lokg6hs 55 7 also also RB cord-034058-8lokg6hs 55 8 bears bear VBZ cord-034058-8lokg6hs 55 9 on on IN cord-034058-8lokg6hs 55 10 this this DT cord-034058-8lokg6hs 55 11 paper paper NN cord-034058-8lokg6hs 55 12 . . . cord-034058-8lokg6hs 56 1 ( ( -LRB- cord-034058-8lokg6hs 56 2 Einav Einav NNP cord-034058-8lokg6hs 56 3 2007 2007 CD cord-034058-8lokg6hs 56 4 ) ) -RRB- cord-034058-8lokg6hs 56 5 estimated estimate VBD cord-034058-8lokg6hs 56 6 a a DT cord-034058-8lokg6hs 56 7 nested nested JJ cord-034058-8lokg6hs 56 8 logit logit NN cord-034058-8lokg6hs 56 9 model model NN cord-034058-8lokg6hs 56 10 where where WRB cord-034058-8lokg6hs 56 11 all all DT cord-034058-8lokg6hs 56 12 movies movie NNS cord-034058-8lokg6hs 56 13 are be VBP cord-034058-8lokg6hs 56 14 grouped group VBN cord-034058-8lokg6hs 56 15 into into IN cord-034058-8lokg6hs 56 16 one one CD cord-034058-8lokg6hs 56 17 set set NN cord-034058-8lokg6hs 56 18 and and CC cord-034058-8lokg6hs 56 19 the the DT cord-034058-8lokg6hs 56 20 outside outside JJ cord-034058-8lokg6hs 56 21 option option NN cord-034058-8lokg6hs 56 22 composes compose VBZ cord-034058-8lokg6hs 56 23 another another DT cord-034058-8lokg6hs 56 24 set set NN cord-034058-8lokg6hs 56 25 . . . cord-034058-8lokg6hs 57 1 He -PRON- PRP cord-034058-8lokg6hs 57 2 distinguished distinguish VBD cord-034058-8lokg6hs 57 3 between between IN cord-034058-8lokg6hs 57 4 seasonality seasonality NN cord-034058-8lokg6hs 57 5 in in IN cord-034058-8lokg6hs 57 6 unobserved unobserved JJ cord-034058-8lokg6hs 57 7 movie movie NN cord-034058-8lokg6hs 57 8 demand demand NN cord-034058-8lokg6hs 57 9 and and CC cord-034058-8lokg6hs 57 10 the the DT cord-034058-8lokg6hs 57 11 endogenous endogenous JJ cord-034058-8lokg6hs 57 12 market market NN cord-034058-8lokg6hs 57 13 response response NN cord-034058-8lokg6hs 57 14 to to IN cord-034058-8lokg6hs 57 15 it -PRON- PRP cord-034058-8lokg6hs 57 16 , , , cord-034058-8lokg6hs 57 17 that that RB cord-034058-8lokg6hs 57 18 is is RB cord-034058-8lokg6hs 57 19 , , , cord-034058-8lokg6hs 57 20 the the DT cord-034058-8lokg6hs 57 21 choice choice NN cord-034058-8lokg6hs 57 22 of of IN cord-034058-8lokg6hs 57 23 quality quality NN cord-034058-8lokg6hs 57 24 and and CC cord-034058-8lokg6hs 57 25 number number NN cord-034058-8lokg6hs 57 26 of of IN cord-034058-8lokg6hs 57 27 movies movie NNS cord-034058-8lokg6hs 57 28 , , , cord-034058-8lokg6hs 57 29 and and CC cord-034058-8lokg6hs 57 30 found find VBD cord-034058-8lokg6hs 57 31 that that IN cord-034058-8lokg6hs 57 32 the the DT cord-034058-8lokg6hs 57 33 latter latter JJ cord-034058-8lokg6hs 57 34 explains explain VBZ cord-034058-8lokg6hs 57 35 one one CD cord-034058-8lokg6hs 57 36 third third NN cord-034058-8lokg6hs 57 37 of of IN cord-034058-8lokg6hs 57 38 the the DT cord-034058-8lokg6hs 57 39 seasonal seasonal JJ cord-034058-8lokg6hs 57 40 variation variation NN cord-034058-8lokg6hs 57 41 in in IN cord-034058-8lokg6hs 57 42 box box NN cord-034058-8lokg6hs 57 43 - - HYPH cord-034058-8lokg6hs 57 44 office office NN cord-034058-8lokg6hs 57 45 revenue revenue NN cord-034058-8lokg6hs 57 46 in in IN cord-034058-8lokg6hs 57 47 the the DT cord-034058-8lokg6hs 57 48 U.S. U.S. NNP cord-034058-8lokg6hs 57 49 market market NN cord-034058-8lokg6hs 57 50 . . . cord-034058-8lokg6hs 58 1 Moul Moul NNP cord-034058-8lokg6hs 58 2 ( ( -LRB- cord-034058-8lokg6hs 58 3 2007 2007 CD cord-034058-8lokg6hs 58 4 ) ) -RRB- cord-034058-8lokg6hs 58 5 proposed propose VBD cord-034058-8lokg6hs 58 6 an an DT cord-034058-8lokg6hs 58 7 error error NN cord-034058-8lokg6hs 58 8 components component NNS cord-034058-8lokg6hs 58 9 approach approach NN cord-034058-8lokg6hs 58 10 and and CC cord-034058-8lokg6hs 58 11 found find VBD cord-034058-8lokg6hs 58 12 strong strong JJ cord-034058-8lokg6hs 58 13 evidence evidence NN cord-034058-8lokg6hs 58 14 of of IN cord-034058-8lokg6hs 58 15 word word NN cord-034058-8lokg6hs 58 16 of of IN cord-034058-8lokg6hs 58 17 mouth mouth NN cord-034058-8lokg6hs 58 18 effect effect NN cord-034058-8lokg6hs 58 19 in in IN cord-034058-8lokg6hs 58 20 the the DT cord-034058-8lokg6hs 58 21 U.S. U.S. NNP cord-034058-8lokg6hs 58 22 market market NN cord-034058-8lokg6hs 58 23 , , , cord-034058-8lokg6hs 58 24 that that RB cord-034058-8lokg6hs 58 25 is is RB cord-034058-8lokg6hs 58 26 , , , cord-034058-8lokg6hs 58 27 information information NN cord-034058-8lokg6hs 58 28 transmission transmission NN cord-034058-8lokg6hs 58 29 explains explain VBZ cord-034058-8lokg6hs 58 30 about about IN cord-034058-8lokg6hs 58 31 10 10 CD cord-034058-8lokg6hs 58 32 percent percent NN cord-034058-8lokg6hs 58 33 of of IN cord-034058-8lokg6hs 58 34 the the DT cord-034058-8lokg6hs 58 35 variance variance NN cord-034058-8lokg6hs 58 36 in in IN cord-034058-8lokg6hs 58 37 consumer consumer NN cord-034058-8lokg6hs 58 38 expectations expectation NNS cord-034058-8lokg6hs 58 39 of of IN cord-034058-8lokg6hs 58 40 movies movie NNS cord-034058-8lokg6hs 58 41 in in IN cord-034058-8lokg6hs 58 42 the the DT cord-034058-8lokg6hs 58 43 market market NN cord-034058-8lokg6hs 58 44 . . . cord-034058-8lokg6hs 59 1 Leung Leung NNP cord-034058-8lokg6hs 59 2 et et NNP cord-034058-8lokg6hs 59 3 al al NNP cord-034058-8lokg6hs 59 4 . . . cord-034058-8lokg6hs 60 1 ( ( -LRB- cord-034058-8lokg6hs 60 2 2019 2019 CD cord-034058-8lokg6hs 60 3 ) ) -RRB- cord-034058-8lokg6hs 60 4 took take VBD cord-034058-8lokg6hs 60 5 the the DT cord-034058-8lokg6hs 60 6 movie movie NN cord-034058-8lokg6hs 60 7 availability availability NN cord-034058-8lokg6hs 60 8 in in IN cord-034058-8lokg6hs 60 9 theaters theater NNS cord-034058-8lokg6hs 60 10 into into IN cord-034058-8lokg6hs 60 11 account account NN cord-034058-8lokg6hs 60 12 when when WRB cord-034058-8lokg6hs 60 13 estimating estimate VBG cord-034058-8lokg6hs 60 14 the the DT cord-034058-8lokg6hs 60 15 movie movie NN cord-034058-8lokg6hs 60 16 demand demand NN cord-034058-8lokg6hs 60 17 model model NN cord-034058-8lokg6hs 60 18 , , , cord-034058-8lokg6hs 60 19 and and CC cord-034058-8lokg6hs 60 20 showed show VBD cord-034058-8lokg6hs 60 21 that that IN cord-034058-8lokg6hs 60 22 it -PRON- PRP cord-034058-8lokg6hs 60 23 is be VBZ cord-034058-8lokg6hs 60 24 an an DT cord-034058-8lokg6hs 60 25 important important JJ cord-034058-8lokg6hs 60 26 determinant determinant NN cord-034058-8lokg6hs 60 27 of of IN cord-034058-8lokg6hs 60 28 box box NN cord-034058-8lokg6hs 60 29 - - HYPH cord-034058-8lokg6hs 60 30 office office NN cord-034058-8lokg6hs 60 31 revenue revenue NN cord-034058-8lokg6hs 60 32 in in IN cord-034058-8lokg6hs 60 33 the the DT cord-034058-8lokg6hs 60 34 U.S. U.S. NNP cord-034058-8lokg6hs 60 35 market market NN cord-034058-8lokg6hs 60 36 . . . cord-034058-8lokg6hs 61 1 Following follow VBG cord-034058-8lokg6hs 61 2 these these DT cord-034058-8lokg6hs 61 3 works work NNS cord-034058-8lokg6hs 61 4 , , , cord-034058-8lokg6hs 61 5 in in IN cord-034058-8lokg6hs 61 6 this this DT cord-034058-8lokg6hs 61 7 paper paper NN cord-034058-8lokg6hs 61 8 I -PRON- PRP cord-034058-8lokg6hs 61 9 consider consider VBP cord-034058-8lokg6hs 61 10 the the DT cord-034058-8lokg6hs 61 11 nested nest VBN cord-034058-8lokg6hs 61 12 logit logit NN cord-034058-8lokg6hs 61 13 framework framework NN cord-034058-8lokg6hs 61 14 for for IN cord-034058-8lokg6hs 61 15 movie movie NN cord-034058-8lokg6hs 61 16 demand demand NN cord-034058-8lokg6hs 61 17 estimation estimation NN cord-034058-8lokg6hs 61 18 , , , cord-034058-8lokg6hs 61 19 but but CC cord-034058-8lokg6hs 61 20 unlike unlike IN cord-034058-8lokg6hs 61 21 them -PRON- PRP cord-034058-8lokg6hs 61 22 , , , cord-034058-8lokg6hs 61 23 I -PRON- PRP cord-034058-8lokg6hs 61 24 use use VBP cord-034058-8lokg6hs 61 25 multi multi JJ cord-034058-8lokg6hs 61 26 - - JJ cord-034058-8lokg6hs 61 27 market market JJ cord-034058-8lokg6hs 61 28 data datum NNS cord-034058-8lokg6hs 61 29 that that WDT cord-034058-8lokg6hs 61 30 allow allow VBP cord-034058-8lokg6hs 61 31 me -PRON- PRP cord-034058-8lokg6hs 61 32 to to TO cord-034058-8lokg6hs 61 33 estimate estimate VB cord-034058-8lokg6hs 61 34 the the DT cord-034058-8lokg6hs 61 35 varying vary VBG cord-034058-8lokg6hs 61 36 effect effect NN cord-034058-8lokg6hs 61 37 of of IN cord-034058-8lokg6hs 61 38 the the DT cord-034058-8lokg6hs 61 39 COVID-19 covid-19 JJ cord-034058-8lokg6hs 61 40 outbreak outbreak NN cord-034058-8lokg6hs 61 41 on on IN cord-034058-8lokg6hs 61 42 consumer consumer NN cord-034058-8lokg6hs 61 43 utility utility NN cord-034058-8lokg6hs 61 44 and and CC cord-034058-8lokg6hs 61 45 ticket ticket NN cord-034058-8lokg6hs 61 46 sales sale NNS cord-034058-8lokg6hs 61 47 in in IN cord-034058-8lokg6hs 61 48 different different JJ cord-034058-8lokg6hs 61 49 markets market NNS cord-034058-8lokg6hs 61 50 . . . cord-034058-8lokg6hs 62 1 The the DT cord-034058-8lokg6hs 62 2 remainder remainder NN cord-034058-8lokg6hs 62 3 of of IN cord-034058-8lokg6hs 62 4 the the DT cord-034058-8lokg6hs 62 5 paper paper NN cord-034058-8lokg6hs 62 6 proceeds proceed NNS cord-034058-8lokg6hs 62 7 as as IN cord-034058-8lokg6hs 62 8 follows follow VBZ cord-034058-8lokg6hs 62 9 . . . cord-034058-8lokg6hs 63 1 I -PRON- PRP cord-034058-8lokg6hs 63 2 provide provide VBP cord-034058-8lokg6hs 63 3 background background NN cord-034058-8lokg6hs 63 4 information information NN cord-034058-8lokg6hs 63 5 on on IN cord-034058-8lokg6hs 63 6 the the DT cord-034058-8lokg6hs 63 7 COVID-19 covid-19 JJ cord-034058-8lokg6hs 63 8 outbreak outbreak NN cord-034058-8lokg6hs 63 9 and and CC cord-034058-8lokg6hs 63 10 the the DT cord-034058-8lokg6hs 63 11 movie movie NN cord-034058-8lokg6hs 63 12 theater theater NN cord-034058-8lokg6hs 63 13 industry industry NN cord-034058-8lokg6hs 63 14 in in IN cord-034058-8lokg6hs 63 15 Korea Korea NNP cord-034058-8lokg6hs 63 16 in in IN cord-034058-8lokg6hs 63 17 the the DT cord-034058-8lokg6hs 63 18 next next JJ cord-034058-8lokg6hs 63 19 section section NN cord-034058-8lokg6hs 63 20 , , , cord-034058-8lokg6hs 63 21 and and CC cord-034058-8lokg6hs 63 22 describe describe VB cord-034058-8lokg6hs 63 23 the the DT cord-034058-8lokg6hs 63 24 data datum NNS cord-034058-8lokg6hs 63 25 in in IN cord-034058-8lokg6hs 63 26 Section section NN cord-034058-8lokg6hs 63 27 3 3 CD cord-034058-8lokg6hs 63 28 . . . cord-034058-8lokg6hs 64 1 Then then RB cord-034058-8lokg6hs 64 2 , , , cord-034058-8lokg6hs 64 3 I -PRON- PRP cord-034058-8lokg6hs 64 4 estimate estimate VBP cord-034058-8lokg6hs 64 5 the the DT cord-034058-8lokg6hs 64 6 movie movie NN cord-034058-8lokg6hs 64 7 demand demand NN cord-034058-8lokg6hs 64 8 model model NN cord-034058-8lokg6hs 64 9 and and CC cord-034058-8lokg6hs 64 10 quantify quantify VB cord-034058-8lokg6hs 64 11 the the DT cord-034058-8lokg6hs 64 12 box box NN cord-034058-8lokg6hs 64 13 - - HYPH cord-034058-8lokg6hs 64 14 office office NN cord-034058-8lokg6hs 64 15 revenue revenue NN cord-034058-8lokg6hs 64 16 loss loss NN cord-034058-8lokg6hs 64 17 in in IN cord-034058-8lokg6hs 64 18 Section section NN cord-034058-8lokg6hs 64 19 4 4 CD cord-034058-8lokg6hs 64 20 . . . cord-034058-8lokg6hs 65 1 I -PRON- PRP cord-034058-8lokg6hs 65 2 carry carry VBP cord-034058-8lokg6hs 65 3 out out RP cord-034058-8lokg6hs 65 4 a a DT cord-034058-8lokg6hs 65 5 number number NN cord-034058-8lokg6hs 65 6 of of IN cord-034058-8lokg6hs 65 7 robustness robustness NN cord-034058-8lokg6hs 65 8 checks check NNS cord-034058-8lokg6hs 65 9 in in IN cord-034058-8lokg6hs 65 10 Section section NN cord-034058-8lokg6hs 65 11 5 5 CD cord-034058-8lokg6hs 65 12 and and CC cord-034058-8lokg6hs 65 13 conclude conclude VB cord-034058-8lokg6hs 65 14 in in IN cord-034058-8lokg6hs 65 15 Section section NN cord-034058-8lokg6hs 65 16 6 6 CD cord-034058-8lokg6hs 65 17 . . . cord-034058-8lokg6hs 66 1 On on IN cord-034058-8lokg6hs 66 2 30 30 CD cord-034058-8lokg6hs 66 3 December December NNP cord-034058-8lokg6hs 66 4 2019 2019 CD cord-034058-8lokg6hs 66 5 , , , cord-034058-8lokg6hs 66 6 Chinese chinese JJ cord-034058-8lokg6hs 66 7 health health NN cord-034058-8lokg6hs 66 8 authorities authority NNS cord-034058-8lokg6hs 66 9 reported report VBD cord-034058-8lokg6hs 66 10 that that IN cord-034058-8lokg6hs 66 11 they -PRON- PRP cord-034058-8lokg6hs 66 12 were be VBD cord-034058-8lokg6hs 66 13 monitoring monitor VBG cord-034058-8lokg6hs 66 14 27 27 CD cord-034058-8lokg6hs 66 15 cases case NNS cord-034058-8lokg6hs 66 16 of of IN cord-034058-8lokg6hs 66 17 unexplained unexplained JJ cord-034058-8lokg6hs 66 18 viral viral JJ cord-034058-8lokg6hs 66 19 pneumonia pneumonia NN cord-034058-8lokg6hs 66 20 in in IN cord-034058-8lokg6hs 66 21 the the DT cord-034058-8lokg6hs 66 22 city city NN cord-034058-8lokg6hs 66 23 of of IN cord-034058-8lokg6hs 66 24 Wuhan Wuhan NNP cord-034058-8lokg6hs 66 25 in in IN cord-034058-8lokg6hs 66 26 Hubei Hubei NNP cord-034058-8lokg6hs 66 27 province province NN cord-034058-8lokg6hs 66 28 . . . cord-034058-8lokg6hs 67 1 In in IN cord-034058-8lokg6hs 67 2 early early JJ cord-034058-8lokg6hs 67 3 January January NNP cord-034058-8lokg6hs 67 4 the the DT cord-034058-8lokg6hs 67 5 following following JJ cord-034058-8lokg6hs 67 6 year year NN cord-034058-8lokg6hs 67 7 , , , cord-034058-8lokg6hs 67 8 Chinese chinese JJ cord-034058-8lokg6hs 67 9 researchers researcher NNS cord-034058-8lokg6hs 67 10 identified identify VBD cord-034058-8lokg6hs 67 11 a a DT cord-034058-8lokg6hs 67 12 novel novel JJ cord-034058-8lokg6hs 67 13 coronavirus coronavirus NN cord-034058-8lokg6hs 67 14 as as IN cord-034058-8lokg6hs 67 15 the the DT cord-034058-8lokg6hs 67 16 pathogen pathogen NN cord-034058-8lokg6hs 67 17 causing cause VBG cord-034058-8lokg6hs 67 18 a a DT cord-034058-8lokg6hs 67 19 cluster cluster NN cord-034058-8lokg6hs 67 20 of of IN cord-034058-8lokg6hs 67 21 the the DT cord-034058-8lokg6hs 67 22 pneumonia pneumonia NN cord-034058-8lokg6hs 67 23 cases case NNS cord-034058-8lokg6hs 67 24 . . . cord-034058-8lokg6hs 68 1 By by IN cord-034058-8lokg6hs 68 2 late late JJ cord-034058-8lokg6hs 68 3 January January NNP cord-034058-8lokg6hs 68 4 , , , cord-034058-8lokg6hs 68 5 the the DT cord-034058-8lokg6hs 68 6 virus virus NN cord-034058-8lokg6hs 68 7 had have VBD cord-034058-8lokg6hs 68 8 spread spread VBN cord-034058-8lokg6hs 68 9 not not RB cord-034058-8lokg6hs 68 10 only only RB cord-034058-8lokg6hs 68 11 to to IN cord-034058-8lokg6hs 68 12 other other JJ cord-034058-8lokg6hs 68 13 provinces province NNS cord-034058-8lokg6hs 68 14 in in IN cord-034058-8lokg6hs 68 15 China China NNP cord-034058-8lokg6hs 68 16 , , , cord-034058-8lokg6hs 68 17 but but CC cord-034058-8lokg6hs 68 18 also also RB cord-034058-8lokg6hs 68 19 to to IN cord-034058-8lokg6hs 68 20 its -PRON- PRP$ cord-034058-8lokg6hs 68 21 neighboring neighboring NN cord-034058-8lokg6hs 68 22 countries country NNS cord-034058-8lokg6hs 68 23 such such JJ cord-034058-8lokg6hs 68 24 as as IN cord-034058-8lokg6hs 68 25 Japan Japan NNP cord-034058-8lokg6hs 68 26 , , , cord-034058-8lokg6hs 68 27 Singapore Singapore NNP cord-034058-8lokg6hs 68 28 , , , cord-034058-8lokg6hs 68 29 and and CC cord-034058-8lokg6hs 68 30 South South NNP cord-034058-8lokg6hs 68 31 Korea Korea NNP cord-034058-8lokg6hs 68 32 . . . cord-034058-8lokg6hs 69 1 On on IN cord-034058-8lokg6hs 69 2 11 11 CD cord-034058-8lokg6hs 69 3 February February NNP cord-034058-8lokg6hs 69 4 WHO who WP cord-034058-8lokg6hs 69 5 named name VBD cord-034058-8lokg6hs 69 6 the the DT cord-034058-8lokg6hs 69 7 syndrome syndrome NN cord-034058-8lokg6hs 69 8 associated associate VBN cord-034058-8lokg6hs 69 9 with with IN cord-034058-8lokg6hs 69 10 novel novel JJ cord-034058-8lokg6hs 69 11 coronavirus coronavirus NN cord-034058-8lokg6hs 69 12 COVID-19 covid-19 CD cord-034058-8lokg6hs 69 13 , , , cord-034058-8lokg6hs 69 14 which which WDT cord-034058-8lokg6hs 69 15 kept keep VBD cord-034058-8lokg6hs 69 16 spreading spread VBG cord-034058-8lokg6hs 69 17 all all RB cord-034058-8lokg6hs 69 18 over over IN cord-034058-8lokg6hs 69 19 the the DT cord-034058-8lokg6hs 69 20 world world NN cord-034058-8lokg6hs 69 21 . . . cord-034058-8lokg6hs 70 1 WHO who WP cord-034058-8lokg6hs 70 2 declared declare VBD cord-034058-8lokg6hs 70 3 it -PRON- PRP cord-034058-8lokg6hs 70 4 a a DT cord-034058-8lokg6hs 70 5 global global JJ cord-034058-8lokg6hs 70 6 pandemic pandemic NN cord-034058-8lokg6hs 70 7 on on IN cord-034058-8lokg6hs 70 8 March March NNP cord-034058-8lokg6hs 70 9 11 11 CD cord-034058-8lokg6hs 70 10 , , , cord-034058-8lokg6hs 70 11 when when WRB cord-034058-8lokg6hs 70 12 nearly nearly RB cord-034058-8lokg6hs 70 13 120,000 120,000 CD cord-034058-8lokg6hs 70 14 people people NNS cord-034058-8lokg6hs 70 15 had have VBD cord-034058-8lokg6hs 70 16 been be VBN cord-034058-8lokg6hs 70 17 infected infect VBN cord-034058-8lokg6hs 70 18 by by IN cord-034058-8lokg6hs 70 19 the the DT cord-034058-8lokg6hs 70 20 virus virus NN cord-034058-8lokg6hs 70 21 and and CC cord-034058-8lokg6hs 70 22 4,000 4,000 CD cord-034058-8lokg6hs 70 23 lives life NNS cord-034058-8lokg6hs 70 24 had have VBD cord-034058-8lokg6hs 70 25 been be VBN cord-034058-8lokg6hs 70 26 lost lose VBN cord-034058-8lokg6hs 70 27 because because IN cord-034058-8lokg6hs 70 28 of of IN cord-034058-8lokg6hs 70 29 the the DT cord-034058-8lokg6hs 70 30 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 70 31 viral viral JJ cord-034058-8lokg6hs 70 32 disease disease NN cord-034058-8lokg6hs 70 33 worldwide worldwide RB cord-034058-8lokg6hs 70 34 . . . cord-034058-8lokg6hs 71 1 Facing face VBG cord-034058-8lokg6hs 71 2 the the DT cord-034058-8lokg6hs 71 3 novel novel JJ cord-034058-8lokg6hs 71 4 coronavirus coronavirus NN cord-034058-8lokg6hs 71 5 outbreak outbreak NN cord-034058-8lokg6hs 71 6 in in IN cord-034058-8lokg6hs 71 7 Wuhan Wuhan NNP cord-034058-8lokg6hs 71 8 , , , cord-034058-8lokg6hs 71 9 Korea Korea NNP cord-034058-8lokg6hs 71 10 screened screen VBD cord-034058-8lokg6hs 71 11 arrivals arrival NNS cord-034058-8lokg6hs 71 12 on on IN cord-034058-8lokg6hs 71 13 flights flight NNS cord-034058-8lokg6hs 71 14 from from IN cord-034058-8lokg6hs 71 15 the the DT cord-034058-8lokg6hs 71 16 city city NN cord-034058-8lokg6hs 71 17 starting start VBG cord-034058-8lokg6hs 71 18 from from IN cord-034058-8lokg6hs 71 19 mid mid NNP cord-034058-8lokg6hs 71 20 January January NNP cord-034058-8lokg6hs 71 21 . . . cord-034058-8lokg6hs 72 1 On on IN cord-034058-8lokg6hs 72 2 19 19 CD cord-034058-8lokg6hs 72 3 January January NNP cord-034058-8lokg6hs 72 4 a a DT cord-034058-8lokg6hs 72 5 Chinese chinese JJ cord-034058-8lokg6hs 72 6 citizen citizen NN cord-034058-8lokg6hs 72 7 from from IN cord-034058-8lokg6hs 72 8 Wuhan Wuhan NNP cord-034058-8lokg6hs 72 9 was be VBD cord-034058-8lokg6hs 72 10 detected detect VBN cord-034058-8lokg6hs 72 11 with with IN cord-034058-8lokg6hs 72 12 fever fever NN cord-034058-8lokg6hs 72 13 upon upon IN cord-034058-8lokg6hs 72 14 arrival arrival NN cord-034058-8lokg6hs 72 15 at at IN cord-034058-8lokg6hs 72 16 the the DT cord-034058-8lokg6hs 72 17 Incheon Incheon NNP cord-034058-8lokg6hs 72 18 International International NNP cord-034058-8lokg6hs 72 19 Airport Airport NNP cord-034058-8lokg6hs 72 20 , , , cord-034058-8lokg6hs 72 21 the the DT cord-034058-8lokg6hs 72 22 largest large JJS cord-034058-8lokg6hs 72 23 airport airport NN cord-034058-8lokg6hs 72 24 in in IN cord-034058-8lokg6hs 72 25 Korea Korea NNP cord-034058-8lokg6hs 72 26 , , , cord-034058-8lokg6hs 72 27 and and CC cord-034058-8lokg6hs 72 28 was be VBD cord-034058-8lokg6hs 72 29 confirmed confirm VBN cord-034058-8lokg6hs 72 30 on on IN cord-034058-8lokg6hs 72 31 the the DT cord-034058-8lokg6hs 72 32 next next JJ cord-034058-8lokg6hs 72 33 day day NN cord-034058-8lokg6hs 72 34 as as IN cord-034058-8lokg6hs 72 35 the the DT cord-034058-8lokg6hs 72 36 first first JJ cord-034058-8lokg6hs 72 37 case case NN cord-034058-8lokg6hs 72 38 of of IN cord-034058-8lokg6hs 72 39 novel novel JJ cord-034058-8lokg6hs 72 40 coronavirus coronavirus NN cord-034058-8lokg6hs 72 41 infection infection NN cord-034058-8lokg6hs 72 42 in in IN cord-034058-8lokg6hs 72 43 Korea Korea NNP cord-034058-8lokg6hs 72 44 . . . cord-034058-8lokg6hs 73 1 Four four CD cord-034058-8lokg6hs 73 2 days day NNS cord-034058-8lokg6hs 73 3 later later RBR cord-034058-8lokg6hs 73 4 a a DT cord-034058-8lokg6hs 73 5 man man NN cord-034058-8lokg6hs 73 6 from from IN cord-034058-8lokg6hs 73 7 Wuhan Wuhan NNP cord-034058-8lokg6hs 73 8 was be VBD cord-034058-8lokg6hs 73 9 confirmed confirm VBN cord-034058-8lokg6hs 73 10 positive positive JJ cord-034058-8lokg6hs 73 11 for for IN cord-034058-8lokg6hs 73 12 the the DT cord-034058-8lokg6hs 73 13 new new JJ cord-034058-8lokg6hs 73 14 coronavirus coronavirus NN cord-034058-8lokg6hs 73 15 , , , cord-034058-8lokg6hs 73 16 the the DT cord-034058-8lokg6hs 73 17 first first JJ cord-034058-8lokg6hs 73 18 infection infection NN cord-034058-8lokg6hs 73 19 case case NN cord-034058-8lokg6hs 73 20 of of IN cord-034058-8lokg6hs 73 21 a a DT cord-034058-8lokg6hs 73 22 Korean korean JJ cord-034058-8lokg6hs 73 23 citizen citizen NN cord-034058-8lokg6hs 73 24 . . . cord-034058-8lokg6hs 74 1 The the DT cord-034058-8lokg6hs 74 2 left left JJ cord-034058-8lokg6hs 74 3 panel panel NN cord-034058-8lokg6hs 74 4 of of IN cord-034058-8lokg6hs 74 5 Fig Fig NNP cord-034058-8lokg6hs 74 6 . . . cord-034058-8lokg6hs 75 1 1 1 CD cord-034058-8lokg6hs 75 2 shows show VBZ cord-034058-8lokg6hs 75 3 that that IN cord-034058-8lokg6hs 75 4 in in IN cord-034058-8lokg6hs 75 5 Korea Korea NNP cord-034058-8lokg6hs 75 6 the the DT cord-034058-8lokg6hs 75 7 number number NN cord-034058-8lokg6hs 75 8 of of IN cord-034058-8lokg6hs 75 9 confirmed confirm VBN cord-034058-8lokg6hs 75 10 cases case NNS cord-034058-8lokg6hs 75 11 of of IN cord-034058-8lokg6hs 75 12 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 75 13 has have VBZ cord-034058-8lokg6hs 75 14 soared soar VBN cord-034058-8lokg6hs 75 15 since since IN cord-034058-8lokg6hs 75 16 late late JJ cord-034058-8lokg6hs 75 17 February February NNP cord-034058-8lokg6hs 75 18 , , , cord-034058-8lokg6hs 75 19 surging surge VBG cord-034058-8lokg6hs 75 20 to to IN cord-034058-8lokg6hs 75 21 almost almost RB cord-034058-8lokg6hs 75 22 10 10 CD cord-034058-8lokg6hs 75 23 thousand thousand CD cord-034058-8lokg6hs 75 24 by by IN cord-034058-8lokg6hs 75 25 the the DT cord-034058-8lokg6hs 75 26 end end NN cord-034058-8lokg6hs 75 27 of of IN cord-034058-8lokg6hs 75 28 March March NNP cord-034058-8lokg6hs 75 29 . . . cord-034058-8lokg6hs 76 1 Also also RB cord-034058-8lokg6hs 76 2 , , , cord-034058-8lokg6hs 76 3 according accord VBG cord-034058-8lokg6hs 76 4 to to IN cord-034058-8lokg6hs 76 5 the the DT cord-034058-8lokg6hs 76 6 figure figure NN cord-034058-8lokg6hs 76 7 the the DT cord-034058-8lokg6hs 76 8 cases case NNS cord-034058-8lokg6hs 76 9 mostly mostly RB cord-034058-8lokg6hs 76 10 came come VBD cord-034058-8lokg6hs 76 11 from from IN cord-034058-8lokg6hs 76 12 Daegu Daegu NNP cord-034058-8lokg6hs 76 13 , , , cord-034058-8lokg6hs 76 14 the the DT cord-034058-8lokg6hs 76 15 fourth fourth RB cord-034058-8lokg6hs 76 16 largest large JJS cord-034058-8lokg6hs 76 17 city city NN cord-034058-8lokg6hs 76 18 in in IN cord-034058-8lokg6hs 76 19 Korea Korea NNP cord-034058-8lokg6hs 76 20 , , , cord-034058-8lokg6hs 76 21 led lead VBN cord-034058-8lokg6hs 76 22 by by IN cord-034058-8lokg6hs 76 23 two two CD cord-034058-8lokg6hs 76 24 clusters cluster NNS cord-034058-8lokg6hs 76 25 of of IN cord-034058-8lokg6hs 76 26 infections infection NNS cord-034058-8lokg6hs 76 27 : : : cord-034058-8lokg6hs 76 28 a a DT cord-034058-8lokg6hs 76 29 religious religious JJ cord-034058-8lokg6hs 76 30 organization organization NN cord-034058-8lokg6hs 76 31 , , , cord-034058-8lokg6hs 76 32 Shincheonji Shincheonji NNP cord-034058-8lokg6hs 76 33 , , , cord-034058-8lokg6hs 76 34 and and CC cord-034058-8lokg6hs 76 35 a a DT cord-034058-8lokg6hs 76 36 hospital hospital NN cord-034058-8lokg6hs 76 37 in in IN cord-034058-8lokg6hs 76 38 Cheongdo Cheongdo NNP cord-034058-8lokg6hs 76 39 , , , cord-034058-8lokg6hs 76 40 a a DT cord-034058-8lokg6hs 76 41 neighboring neighbor VBG cord-034058-8lokg6hs 76 42 county county NN cord-034058-8lokg6hs 76 43 . . . cord-034058-8lokg6hs 77 1 On on IN cord-034058-8lokg6hs 77 2 March March NNP cord-034058-8lokg6hs 77 3 15 15 CD cord-034058-8lokg6hs 77 4 , , , cord-034058-8lokg6hs 77 5 Daegu Daegu NNP cord-034058-8lokg6hs 77 6 city city NN cord-034058-8lokg6hs 77 7 and and CC cord-034058-8lokg6hs 77 8 several several JJ cord-034058-8lokg6hs 77 9 parts part NNS cord-034058-8lokg6hs 77 10 of of IN cord-034058-8lokg6hs 77 11 Kyungbook Kyungbook NNP cord-034058-8lokg6hs 77 12 province province NN cord-034058-8lokg6hs 77 13 including include VBG cord-034058-8lokg6hs 77 14 Cheongdo Cheongdo NNP cord-034058-8lokg6hs 77 15 were be VBD cord-034058-8lokg6hs 77 16 designated designate VBN cord-034058-8lokg6hs 77 17 as as IN cord-034058-8lokg6hs 77 18 special special JJ cord-034058-8lokg6hs 77 19 disaster disaster NN cord-034058-8lokg6hs 77 20 zones zone NNS cord-034058-8lokg6hs 77 21 , , , cord-034058-8lokg6hs 77 22 receiving receive VBG cord-034058-8lokg6hs 77 23 special special JJ cord-034058-8lokg6hs 77 24 medical medical JJ cord-034058-8lokg6hs 77 25 and and CC cord-034058-8lokg6hs 77 26 financial financial JJ cord-034058-8lokg6hs 77 27 support support NN cord-034058-8lokg6hs 77 28 from from IN cord-034058-8lokg6hs 77 29 the the DT cord-034058-8lokg6hs 77 30 central central JJ cord-034058-8lokg6hs 77 31 government government NN cord-034058-8lokg6hs 77 32 . . . cord-034058-8lokg6hs 78 1 The the DT cord-034058-8lokg6hs 78 2 earlier early JJR cord-034058-8lokg6hs 78 3 cases case NNS cord-034058-8lokg6hs 78 4 of of IN cord-034058-8lokg6hs 78 5 infection infection NN cord-034058-8lokg6hs 78 6 in in IN cord-034058-8lokg6hs 78 7 late late JJ cord-034058-8lokg6hs 78 8 January January NNP cord-034058-8lokg6hs 78 9 caused cause VBD cord-034058-8lokg6hs 78 10 widespread widespread JJ cord-034058-8lokg6hs 78 11 fear fear NN cord-034058-8lokg6hs 78 12 among among IN cord-034058-8lokg6hs 78 13 Koreans Koreans NNPS cord-034058-8lokg6hs 78 14 , , , cord-034058-8lokg6hs 78 15 as as IN cord-034058-8lokg6hs 78 16 some some DT cord-034058-8lokg6hs 78 17 family family NN cord-034058-8lokg6hs 78 18 members member NNS cord-034058-8lokg6hs 78 19 , , , cord-034058-8lokg6hs 78 20 friends friend NNS cord-034058-8lokg6hs 78 21 , , , cord-034058-8lokg6hs 78 22 and and CC cord-034058-8lokg6hs 78 23 acquaintances acquaintance NNS cord-034058-8lokg6hs 78 24 of of IN cord-034058-8lokg6hs 78 25 those those DT cord-034058-8lokg6hs 78 26 infected infect VBN cord-034058-8lokg6hs 78 27 also also RB cord-034058-8lokg6hs 78 28 contracted contract VBD cord-034058-8lokg6hs 78 29 the the DT cord-034058-8lokg6hs 78 30 virus virus NN cord-034058-8lokg6hs 78 31 . . . cord-034058-8lokg6hs 79 1 Places place NNS cord-034058-8lokg6hs 79 2 they -PRON- PRP cord-034058-8lokg6hs 79 3 visited visit VBD cord-034058-8lokg6hs 79 4 before before IN cord-034058-8lokg6hs 79 5 confirmation confirmation NN cord-034058-8lokg6hs 79 6 of of IN cord-034058-8lokg6hs 79 7 their -PRON- PRP$ cord-034058-8lokg6hs 79 8 illness illness NN cord-034058-8lokg6hs 79 9 were be VBD cord-034058-8lokg6hs 79 10 disinfected disinfect VBN cord-034058-8lokg6hs 79 11 , , , cord-034058-8lokg6hs 79 12 while while IN cord-034058-8lokg6hs 79 13 search search NN cord-034058-8lokg6hs 79 14 volume volume NN cord-034058-8lokg6hs 79 15 for for IN cord-034058-8lokg6hs 79 16 three three CD cord-034058-8lokg6hs 79 17 terms term NNS cord-034058-8lokg6hs 79 18 related relate VBN cord-034058-8lokg6hs 79 19 to to IN cord-034058-8lokg6hs 79 20 the the DT cord-034058-8lokg6hs 79 21 virus virus NN cord-034058-8lokg6hs 80 1 -'Wuhan -'Wuhan : cord-034058-8lokg6hs 80 2 pneumonia pneumonia NN cord-034058-8lokg6hs 80 3 ' ' '' cord-034058-8lokg6hs 80 4 , , , cord-034058-8lokg6hs 80 5 ' ' '' cord-034058-8lokg6hs 80 6 novel novel JJ cord-034058-8lokg6hs 80 7 coronavirus coronavirus NN cord-034058-8lokg6hs 80 8 ' ' '' cord-034058-8lokg6hs 80 9 , , , cord-034058-8lokg6hs 80 10 ' ' '' cord-034058-8lokg6hs 80 11 Corona Corona NNP cord-034058-8lokg6hs 80 12 19'-peaked 19'-peaked CD cord-034058-8lokg6hs 80 13 during during IN cord-034058-8lokg6hs 80 14 the the DT cord-034058-8lokg6hs 80 15 fifth fifth JJ cord-034058-8lokg6hs 80 16 week week NN cord-034058-8lokg6hs 80 17 of of IN cord-034058-8lokg6hs 80 18 January January NNP cord-034058-8lokg6hs 80 19 , , , cord-034058-8lokg6hs 80 20 one one CD cord-034058-8lokg6hs 80 21 week week NN cord-034058-8lokg6hs 80 22 after after IN cord-034058-8lokg6hs 80 23 the the DT cord-034058-8lokg6hs 80 24 first first JJ cord-034058-8lokg6hs 80 25 confirmed confirm VBN cord-034058-8lokg6hs 80 26 case case NN cord-034058-8lokg6hs 80 27 ( ( -LRB- cord-034058-8lokg6hs 80 28 see see VB cord-034058-8lokg6hs 80 29 the the DT cord-034058-8lokg6hs 80 30 right right JJ cord-034058-8lokg6hs 80 31 panel panel NN cord-034058-8lokg6hs 80 32 of of IN cord-034058-8lokg6hs 80 33 Fig Fig NNP cord-034058-8lokg6hs 80 34 . . . cord-034058-8lokg6hs 80 35 1 1 CD cord-034058-8lokg6hs 80 36 ) ) -RRB- cord-034058-8lokg6hs 80 37 . . . cord-034058-8lokg6hs 81 1 6 6 CD cord-034058-8lokg6hs 82 1 Although although IN cord-034058-8lokg6hs 82 2 the the DT cord-034058-8lokg6hs 82 3 Korean korean JJ cord-034058-8lokg6hs 82 4 government government NN cord-034058-8lokg6hs 82 5 urged urge VBD cord-034058-8lokg6hs 82 6 people people NNS cord-034058-8lokg6hs 82 7 to to TO cord-034058-8lokg6hs 82 8 minimize minimize VB cord-034058-8lokg6hs 82 9 social social JJ cord-034058-8lokg6hs 82 10 contact contact NN cord-034058-8lokg6hs 82 11 as as RB cord-034058-8lokg6hs 82 12 much much RB cord-034058-8lokg6hs 82 13 as as IN cord-034058-8lokg6hs 82 14 possible possible JJ cord-034058-8lokg6hs 82 15 , , , cord-034058-8lokg6hs 82 16 it -PRON- PRP cord-034058-8lokg6hs 82 17 did do VBD cord-034058-8lokg6hs 82 18 not not RB cord-034058-8lokg6hs 82 19 impose impose VB cord-034058-8lokg6hs 82 20 any any DT cord-034058-8lokg6hs 82 21 restriction restriction NN cord-034058-8lokg6hs 82 22 on on IN cord-034058-8lokg6hs 82 23 commercial commercial JJ cord-034058-8lokg6hs 82 24 or or CC cord-034058-8lokg6hs 82 25 religious religious JJ cord-034058-8lokg6hs 82 26 activities activity NNS cord-034058-8lokg6hs 82 27 and and CC cord-034058-8lokg6hs 82 28 public public JJ cord-034058-8lokg6hs 82 29 gatherings gathering NNS cord-034058-8lokg6hs 82 30 . . . cord-034058-8lokg6hs 83 1 As as IN cord-034058-8lokg6hs 83 2 a a DT cord-034058-8lokg6hs 83 3 result result NN cord-034058-8lokg6hs 83 4 , , , cord-034058-8lokg6hs 83 5 malls mall NNS cord-034058-8lokg6hs 83 6 , , , cord-034058-8lokg6hs 83 7 restaurants restaurant NNS cord-034058-8lokg6hs 83 8 , , , cord-034058-8lokg6hs 83 9 bars bar NNS cord-034058-8lokg6hs 83 10 , , , cord-034058-8lokg6hs 83 11 and and CC cord-034058-8lokg6hs 83 12 movie movie NN cord-034058-8lokg6hs 83 13 theaters theater NNS cord-034058-8lokg6hs 83 14 were be VBD cord-034058-8lokg6hs 83 15 open open JJ cord-034058-8lokg6hs 83 16 as as IN cord-034058-8lokg6hs 83 17 usual usual JJ cord-034058-8lokg6hs 83 18 at at IN cord-034058-8lokg6hs 83 19 least least JJS cord-034058-8lokg6hs 83 20 until until IN cord-034058-8lokg6hs 83 21 mid mid NNP cord-034058-8lokg6hs 83 22 March March NNP cord-034058-8lokg6hs 83 23 . . . cord-034058-8lokg6hs 84 1 Consequently consequently RB cord-034058-8lokg6hs 84 2 , , , cord-034058-8lokg6hs 84 3 any any DT cord-034058-8lokg6hs 84 4 decrease decrease NN cord-034058-8lokg6hs 84 5 in in IN cord-034058-8lokg6hs 84 6 a a DT cord-034058-8lokg6hs 84 7 retailer retailer NN cord-034058-8lokg6hs 84 8 's 's POS cord-034058-8lokg6hs 84 9 revenue revenue NN cord-034058-8lokg6hs 84 10 during during IN cord-034058-8lokg6hs 84 11 the the DT cord-034058-8lokg6hs 84 12 first first JJ cord-034058-8lokg6hs 84 13 few few JJ cord-034058-8lokg6hs 84 14 weeks week NNS cord-034058-8lokg6hs 84 15 after after IN cord-034058-8lokg6hs 84 16 the the DT cord-034058-8lokg6hs 84 17 COVID-19 covid-19 JJ cord-034058-8lokg6hs 84 18 outbreak outbreak NN cord-034058-8lokg6hs 84 19 would would MD cord-034058-8lokg6hs 84 20 be be VB cord-034058-8lokg6hs 84 21 attributed attribute VBN cord-034058-8lokg6hs 84 22 to to IN cord-034058-8lokg6hs 84 23 consumers consumer NNS cord-034058-8lokg6hs 84 24 ' ' POS cord-034058-8lokg6hs 84 25 voluntary voluntary JJ cord-034058-8lokg6hs 84 26 social social JJ cord-034058-8lokg6hs 84 27 distancing distancing NN cord-034058-8lokg6hs 84 28 practices practice NNS cord-034058-8lokg6hs 84 29 rather rather RB cord-034058-8lokg6hs 84 30 than than IN cord-034058-8lokg6hs 84 31 government government NN cord-034058-8lokg6hs 84 32 - - HYPH cord-034058-8lokg6hs 84 33 imposed impose VBN cord-034058-8lokg6hs 84 34 restrictions restriction NNS cord-034058-8lokg6hs 84 35 . . . cord-034058-8lokg6hs 85 1 After after IN cord-034058-8lokg6hs 85 2 a a DT cord-034058-8lokg6hs 85 3 period period NN cord-034058-8lokg6hs 85 4 of of IN cord-034058-8lokg6hs 85 5 strong strong JJ cord-034058-8lokg6hs 85 6 expansion expansion NN cord-034058-8lokg6hs 85 7 between between IN cord-034058-8lokg6hs 85 8 the the DT cord-034058-8lokg6hs 85 9 late late JJ cord-034058-8lokg6hs 85 10 1990s 1990 NNS cord-034058-8lokg6hs 85 11 and and CC cord-034058-8lokg6hs 85 12 early early JJ cord-034058-8lokg6hs 85 13 2010s 2010 NNS cord-034058-8lokg6hs 85 14 , , , cord-034058-8lokg6hs 85 15 the the DT cord-034058-8lokg6hs 85 16 movie movie NN cord-034058-8lokg6hs 85 17 theater theater NN cord-034058-8lokg6hs 85 18 industry industry NN cord-034058-8lokg6hs 85 19 in in IN cord-034058-8lokg6hs 85 20 Korea Korea NNP cord-034058-8lokg6hs 85 21 became become VBD cord-034058-8lokg6hs 85 22 mature mature JJ cord-034058-8lokg6hs 85 23 and and CC cord-034058-8lokg6hs 85 24 stabilized stabilize VBN cord-034058-8lokg6hs 85 25 . . . cord-034058-8lokg6hs 86 1 7 7 CD cord-034058-8lokg6hs 87 1 According accord VBG cord-034058-8lokg6hs 87 2 to to IN cord-034058-8lokg6hs 87 3 the the DT cord-034058-8lokg6hs 87 4 top top JJ cord-034058-8lokg6hs 87 5 left left JJ cord-034058-8lokg6hs 87 6 panel panel NN cord-034058-8lokg6hs 87 7 of of IN cord-034058-8lokg6hs 87 8 Fig Fig NNP cord-034058-8lokg6hs 87 9 . . . cord-034058-8lokg6hs 88 1 2 2 LS cord-034058-8lokg6hs 88 2 , , , cord-034058-8lokg6hs 88 3 the the DT cord-034058-8lokg6hs 88 4 nationwide nationwide JJ cord-034058-8lokg6hs 88 5 audience audience NN cord-034058-8lokg6hs 88 6 size size NN cord-034058-8lokg6hs 88 7 increased increase VBD cord-034058-8lokg6hs 88 8 from from IN cord-034058-8lokg6hs 88 9 150 150 CD cord-034058-8lokg6hs 88 10 million million CD cord-034058-8lokg6hs 88 11 in in IN cord-034058-8lokg6hs 88 12 2010 2010 CD cord-034058-8lokg6hs 88 13 to to IN cord-034058-8lokg6hs 88 14 210 210 CD cord-034058-8lokg6hs 88 15 million million CD cord-034058-8lokg6hs 88 16 in in IN cord-034058-8lokg6hs 88 17 2013 2013 CD cord-034058-8lokg6hs 88 18 , , , cord-034058-8lokg6hs 88 19 thanks thank NNS cord-034058-8lokg6hs 88 20 to to IN cord-034058-8lokg6hs 88 21 the the DT cord-034058-8lokg6hs 88 22 success success NN cord-034058-8lokg6hs 88 23 of of IN cord-034058-8lokg6hs 88 24 local local JJ cord-034058-8lokg6hs 88 25 movies movie NNS cord-034058-8lokg6hs 88 26 . . . cord-034058-8lokg6hs 89 1 Since since IN cord-034058-8lokg6hs 89 2 then then RB cord-034058-8lokg6hs 89 3 , , , cord-034058-8lokg6hs 89 4 however however RB cord-034058-8lokg6hs 89 5 , , , cord-034058-8lokg6hs 89 6 there there EX cord-034058-8lokg6hs 89 7 has have VBZ cord-034058-8lokg6hs 89 8 been be VBN cord-034058-8lokg6hs 89 9 hardly hardly RB cord-034058-8lokg6hs 89 10 any any DT cord-034058-8lokg6hs 89 11 change change NN cord-034058-8lokg6hs 89 12 in in IN cord-034058-8lokg6hs 89 13 yearly yearly JJ cord-034058-8lokg6hs 89 14 consumer consumer NN cord-034058-8lokg6hs 89 15 demand demand NN cord-034058-8lokg6hs 89 16 . . . cord-034058-8lokg6hs 90 1 Therefore therefore RB cord-034058-8lokg6hs 90 2 , , , cord-034058-8lokg6hs 90 3 in in IN cord-034058-8lokg6hs 90 4 the the DT cord-034058-8lokg6hs 90 5 empirical empirical JJ cord-034058-8lokg6hs 90 6 analysis analysis NN cord-034058-8lokg6hs 90 7 in in IN cord-034058-8lokg6hs 90 8 Section section NN cord-034058-8lokg6hs 90 9 4 4 CD cord-034058-8lokg6hs 90 10 , , , cord-034058-8lokg6hs 90 11 I -PRON- PRP cord-034058-8lokg6hs 90 12 assume assume VBP cord-034058-8lokg6hs 90 13 that that IN cord-034058-8lokg6hs 90 14 expected expect VBN cord-034058-8lokg6hs 90 15 sales sale NNS cord-034058-8lokg6hs 90 16 in in IN cord-034058-8lokg6hs 90 17 2020 2020 CD cord-034058-8lokg6hs 90 18 would would MD cord-034058-8lokg6hs 90 19 be be VB cord-034058-8lokg6hs 90 20 the the DT cord-034058-8lokg6hs 90 21 same same JJ cord-034058-8lokg6hs 90 22 as as IN cord-034058-8lokg6hs 90 23 sales sale NNS cord-034058-8lokg6hs 90 24 in in IN cord-034058-8lokg6hs 90 25 the the DT cord-034058-8lokg6hs 90 26 previous previous JJ cord-034058-8lokg6hs 90 27 year year NN cord-034058-8lokg6hs 90 28 to to TO cord-034058-8lokg6hs 90 29 distinguish distinguish VB cord-034058-8lokg6hs 90 30 between between IN cord-034058-8lokg6hs 90 31 the the DT cord-034058-8lokg6hs 90 32 revenue revenue NN cord-034058-8lokg6hs 90 33 loss loss NN cord-034058-8lokg6hs 90 34 due due JJ cord-034058-8lokg6hs 90 35 to to IN cord-034058-8lokg6hs 90 36 reduced reduce VBN cord-034058-8lokg6hs 90 37 movie movie NN cord-034058-8lokg6hs 90 38 demand demand NN cord-034058-8lokg6hs 90 39 and and CC cord-034058-8lokg6hs 90 40 the the DT cord-034058-8lokg6hs 90 41 loss loss NN cord-034058-8lokg6hs 90 42 due due IN cord-034058-8lokg6hs 90 43 to to IN cord-034058-8lokg6hs 90 44 the the DT cord-034058-8lokg6hs 90 45 endogenous endogenous JJ cord-034058-8lokg6hs 90 46 movie movie NN cord-034058-8lokg6hs 90 47 quality quality NN cord-034058-8lokg6hs 90 48 choice choice NN cord-034058-8lokg6hs 90 49 by by IN cord-034058-8lokg6hs 90 50 distributors distributor NNS cord-034058-8lokg6hs 90 51 . . . cord-034058-8lokg6hs 91 1 In in IN cord-034058-8lokg6hs 91 2 2018 2018 CD cord-034058-8lokg6hs 91 3 , , , cord-034058-8lokg6hs 91 4 Korea Korea NNP cord-034058-8lokg6hs 91 5 was be VBD cord-034058-8lokg6hs 91 6 the the DT cord-034058-8lokg6hs 91 7 fifth fifth RB cord-034058-8lokg6hs 91 8 largest large JJS cord-034058-8lokg6hs 91 9 movie movie NN cord-034058-8lokg6hs 91 10 theater theater NN cord-034058-8lokg6hs 91 11 market market NN cord-034058-8lokg6hs 91 12 in in IN cord-034058-8lokg6hs 91 13 the the DT cord-034058-8lokg6hs 91 14 world world NN cord-034058-8lokg6hs 91 15 in in IN cord-034058-8lokg6hs 91 16 terms term NNS cord-034058-8lokg6hs 91 17 of of IN cord-034058-8lokg6hs 91 18 box box NN cord-034058-8lokg6hs 91 19 office office NN cord-034058-8lokg6hs 91 20 revenue revenue NN cord-034058-8lokg6hs 91 21 ( ( -LRB- cord-034058-8lokg6hs 91 22 US$ us$ $ cord-034058-8lokg6hs 91 23 1.6 1.6 CD cord-034058-8lokg6hs 91 24 billion billion CD cord-034058-8lokg6hs 91 25 ) ) -RRB- cord-034058-8lokg6hs 91 26 . . . cord-034058-8lokg6hs 92 1 8 8 CD cord-034058-8lokg6hs 93 1 Unlike unlike IN cord-034058-8lokg6hs 93 2 the the DT cord-034058-8lokg6hs 93 3 U.S. U.S. NNP cord-034058-8lokg6hs 93 4 , , , cord-034058-8lokg6hs 93 5 vertical vertical JJ cord-034058-8lokg6hs 93 6 integration integration NN cord-034058-8lokg6hs 93 7 between between IN cord-034058-8lokg6hs 93 8 distributors distributor NNS cord-034058-8lokg6hs 93 9 and and CC cord-034058-8lokg6hs 93 10 exhibitors exhibitor NNS cord-034058-8lokg6hs 93 11 is be VBZ cord-034058-8lokg6hs 93 12 allowed allow VBN cord-034058-8lokg6hs 93 13 in in IN cord-034058-8lokg6hs 93 14 Korea Korea NNP cord-034058-8lokg6hs 93 15 . . . cord-034058-8lokg6hs 94 1 Table table NN cord-034058-8lokg6hs 94 2 4 4 CD cord-034058-8lokg6hs 94 3 in in IN cord-034058-8lokg6hs 94 4 the the DT cord-034058-8lokg6hs 94 5 Appendix Appendix NNP cord-034058-8lokg6hs 94 6 shows show VBZ cord-034058-8lokg6hs 94 7 that that IN cord-034058-8lokg6hs 94 8 Growing grow VBG cord-034058-8lokg6hs 94 9 anxiety anxiety NN cord-034058-8lokg6hs 94 10 about about IN cord-034058-8lokg6hs 94 11 the the DT cord-034058-8lokg6hs 94 12 COVID-19 covid-19 JJ cord-034058-8lokg6hs 94 13 epidemic epidemic NN cord-034058-8lokg6hs 94 14 led lead VBD cord-034058-8lokg6hs 94 15 people people NNS cord-034058-8lokg6hs 94 16 to to TO cord-034058-8lokg6hs 94 17 practice practice VB cord-034058-8lokg6hs 94 18 social social JJ cord-034058-8lokg6hs 94 19 distancing distancing NN cord-034058-8lokg6hs 94 20 , , , cord-034058-8lokg6hs 94 21 which which WDT cord-034058-8lokg6hs 94 22 in in IN cord-034058-8lokg6hs 94 23 turn turn NN cord-034058-8lokg6hs 94 24 had have VBD cord-034058-8lokg6hs 94 25 a a DT cord-034058-8lokg6hs 94 26 strong strong JJ cord-034058-8lokg6hs 94 27 negative negative JJ cord-034058-8lokg6hs 94 28 effect effect NN cord-034058-8lokg6hs 94 29 on on IN cord-034058-8lokg6hs 94 30 movie movie NN cord-034058-8lokg6hs 94 31 demand demand NN cord-034058-8lokg6hs 94 32 . . . cord-034058-8lokg6hs 95 1 The the DT cord-034058-8lokg6hs 95 2 top top JJ cord-034058-8lokg6hs 95 3 right right JJ cord-034058-8lokg6hs 95 4 panel panel NN cord-034058-8lokg6hs 95 5 of of IN cord-034058-8lokg6hs 95 6 Fig Fig NNP cord-034058-8lokg6hs 95 7 . . . cord-034058-8lokg6hs 96 1 2 2 LS cord-034058-8lokg6hs 96 2 demonstrates demonstrate VBZ cord-034058-8lokg6hs 96 3 that that IN cord-034058-8lokg6hs 96 4 40 40 CD cord-034058-8lokg6hs 96 5 percent percent NN cord-034058-8lokg6hs 96 6 fewer few JJR cord-034058-8lokg6hs 96 7 people people NNS cord-034058-8lokg6hs 96 8 went go VBD cord-034058-8lokg6hs 96 9 to to IN cord-034058-8lokg6hs 96 10 the the DT cord-034058-8lokg6hs 96 11 cinema cinema NN cord-034058-8lokg6hs 96 12 during during IN cord-034058-8lokg6hs 96 13 the the DT cord-034058-8lokg6hs 96 14 Lunar Lunar NNP cord-034058-8lokg6hs 96 15 New New NNP cord-034058-8lokg6hs 96 16 Year Year NNP cord-034058-8lokg6hs 96 17 in in IN cord-034058-8lokg6hs 96 18 2020 2020 CD cord-034058-8lokg6hs 96 19 than than IN cord-034058-8lokg6hs 96 20 in in IN cord-034058-8lokg6hs 96 21 2019 2019 CD cord-034058-8lokg6hs 96 22 . . . cord-034058-8lokg6hs 97 1 Also also RB cord-034058-8lokg6hs 97 2 , , , cord-034058-8lokg6hs 97 3 according accord VBG cord-034058-8lokg6hs 97 4 to to IN cord-034058-8lokg6hs 97 5 the the DT cord-034058-8lokg6hs 97 6 figure figure NN cord-034058-8lokg6hs 97 7 the the DT cord-034058-8lokg6hs 97 8 nationwide nationwide JJ cord-034058-8lokg6hs 97 9 audience audience NN cord-034058-8lokg6hs 97 10 size size NN cord-034058-8lokg6hs 97 11 fluctuates fluctuate VBZ cord-034058-8lokg6hs 97 12 over over IN cord-034058-8lokg6hs 97 13 the the DT cord-034058-8lokg6hs 97 14 course course NN cord-034058-8lokg6hs 97 15 of of IN cord-034058-8lokg6hs 97 16 a a DT cord-034058-8lokg6hs 97 17 year year NN cord-034058-8lokg6hs 97 18 , , , cord-034058-8lokg6hs 97 19 reflecting reflect VBG cord-034058-8lokg6hs 97 20 both both DT cord-034058-8lokg6hs 97 21 seasonality seasonality NN cord-034058-8lokg6hs 97 22 in in IN cord-034058-8lokg6hs 97 23 underlying underlying JJ cord-034058-8lokg6hs 97 24 movie movie NN cord-034058-8lokg6hs 97 25 demand demand NN cord-034058-8lokg6hs 97 26 and and CC cord-034058-8lokg6hs 97 27 seasonality seasonality NN cord-034058-8lokg6hs 97 28 in in IN cord-034058-8lokg6hs 97 29 movie movie NN cord-034058-8lokg6hs 97 30 quality quality NN cord-034058-8lokg6hs 97 31 and and CC cord-034058-8lokg6hs 97 32 number number NN cord-034058-8lokg6hs 97 33 ( ( -LRB- cord-034058-8lokg6hs 97 34 Einav Einav NNP cord-034058-8lokg6hs 97 35 2007 2007 CD cord-034058-8lokg6hs 97 36 ) ) -RRB- cord-034058-8lokg6hs 97 37 . . . cord-034058-8lokg6hs 98 1 After after IN cord-034058-8lokg6hs 98 2 the the DT cord-034058-8lokg6hs 98 3 Lunar Lunar NNP cord-034058-8lokg6hs 98 4 New New NNP cord-034058-8lokg6hs 98 5 Year Year NNP cord-034058-8lokg6hs 98 6 holiday holiday NN cord-034058-8lokg6hs 98 7 , , , cord-034058-8lokg6hs 98 8 for for IN cord-034058-8lokg6hs 98 9 instance instance NN cord-034058-8lokg6hs 98 10 , , , cord-034058-8lokg6hs 98 11 the the DT cord-034058-8lokg6hs 98 12 audience audience NN cord-034058-8lokg6hs 98 13 size size NN cord-034058-8lokg6hs 98 14 shows show VBZ cord-034058-8lokg6hs 98 15 the the DT cord-034058-8lokg6hs 98 16 same same JJ cord-034058-8lokg6hs 98 17 declining decline VBG cord-034058-8lokg6hs 98 18 pattern pattern NN cord-034058-8lokg6hs 98 19 during during IN cord-034058-8lokg6hs 98 20 February February NNP cord-034058-8lokg6hs 98 21 and and CC cord-034058-8lokg6hs 98 22 March March NNP cord-034058-8lokg6hs 98 23 in in IN cord-034058-8lokg6hs 98 24 both both DT cord-034058-8lokg6hs 98 25 years year NNS cord-034058-8lokg6hs 98 26 . . . cord-034058-8lokg6hs 99 1 As as IN cord-034058-8lokg6hs 99 2 the the DT cord-034058-8lokg6hs 99 3 COVID-19 covid-19 JJ cord-034058-8lokg6hs 99 4 epidemic epidemic NN cord-034058-8lokg6hs 99 5 was be VBD cord-034058-8lokg6hs 99 6 prolonged prolong VBN cord-034058-8lokg6hs 99 7 , , , cord-034058-8lokg6hs 99 8 Time Time NNP cord-034058-8lokg6hs 99 9 to to IN cord-034058-8lokg6hs 99 10 Hunt Hunt NNP cord-034058-8lokg6hs 99 11 , , , cord-034058-8lokg6hs 99 12 a a DT cord-034058-8lokg6hs 99 13 local local JJ cord-034058-8lokg6hs 99 14 movie movie NN cord-034058-8lokg6hs 99 15 whose whose WP$ cord-034058-8lokg6hs 99 16 theatrical theatrical JJ cord-034058-8lokg6hs 99 17 release release NN cord-034058-8lokg6hs 99 18 was be VBD cord-034058-8lokg6hs 99 19 initially initially RB cord-034058-8lokg6hs 99 20 scheduled schedule VBN cord-034058-8lokg6hs 99 21 for for IN cord-034058-8lokg6hs 99 22 26 26 CD cord-034058-8lokg6hs 99 23 February February NNP cord-034058-8lokg6hs 99 24 but but CC cord-034058-8lokg6hs 99 25 was be VBD cord-034058-8lokg6hs 99 26 postponed postpone VBN cord-034058-8lokg6hs 99 27 twice twice RB cord-034058-8lokg6hs 99 28 , , , cord-034058-8lokg6hs 99 29 was be VBD cord-034058-8lokg6hs 99 30 released release VBN cord-034058-8lokg6hs 99 31 on on IN cord-034058-8lokg6hs 99 32 23 23 CD cord-034058-8lokg6hs 99 33 April April NNP cord-034058-8lokg6hs 99 34 by by IN cord-034058-8lokg6hs 99 35 Netflix Netflix NNP cord-034058-8lokg6hs 99 36 . . . cord-034058-8lokg6hs 100 1 With with IN cord-034058-8lokg6hs 100 2 a a DT cord-034058-8lokg6hs 100 3 production production NN cord-034058-8lokg6hs 100 4 cost cost NN cord-034058-8lokg6hs 100 5 of of IN cord-034058-8lokg6hs 100 6 10 10 CD cord-034058-8lokg6hs 100 7 billion billion CD cord-034058-8lokg6hs 100 8 Korean Korean NNP cord-034058-8lokg6hs 100 9 won win VBD cord-034058-8lokg6hs 100 10 ( ( -LRB- cord-034058-8lokg6hs 100 11 approximately approximately RB cord-034058-8lokg6hs 100 12 8.3 8.3 CD cord-034058-8lokg6hs 100 13 million million CD cord-034058-8lokg6hs 100 14 US US NNP cord-034058-8lokg6hs 100 15 dollars dollar NNS cord-034058-8lokg6hs 100 16 ) ) -RRB- cord-034058-8lokg6hs 100 17 , , , cord-034058-8lokg6hs 100 18 the the DT cord-034058-8lokg6hs 100 19 movie movie NN cord-034058-8lokg6hs 100 20 was be VBD cord-034058-8lokg6hs 100 21 expected expect VBN cord-034058-8lokg6hs 100 22 to to TO cord-034058-8lokg6hs 100 23 enjoy enjoy VB cord-034058-8lokg6hs 100 24 success success NN cord-034058-8lokg6hs 100 25 at at IN cord-034058-8lokg6hs 100 26 the the DT cord-034058-8lokg6hs 100 27 box box NN cord-034058-8lokg6hs 100 28 office office NNP cord-034058-8lokg6hs 100 29 . . . cord-034058-8lokg6hs 101 1 9 9 CD cord-034058-8lokg6hs 102 1 While while IN cord-034058-8lokg6hs 102 2 this this DT cord-034058-8lokg6hs 102 3 is be VBZ cord-034058-8lokg6hs 102 4 the the DT cord-034058-8lokg6hs 102 5 only only JJ cord-034058-8lokg6hs 102 6 case case NN cord-034058-8lokg6hs 102 7 of of IN cord-034058-8lokg6hs 102 8 skipping skip VBG cord-034058-8lokg6hs 102 9 the the DT cord-034058-8lokg6hs 102 10 theatrical theatrical JJ cord-034058-8lokg6hs 102 11 release release NN cord-034058-8lokg6hs 102 12 in in IN cord-034058-8lokg6hs 102 13 Korea Korea NNP cord-034058-8lokg6hs 102 14 so so RB cord-034058-8lokg6hs 102 15 far far RB cord-034058-8lokg6hs 102 16 , , , cord-034058-8lokg6hs 102 17 delay delay NN cord-034058-8lokg6hs 102 18 of of IN cord-034058-8lokg6hs 102 19 movies movie NNS cord-034058-8lokg6hs 102 20 was be VBD cord-034058-8lokg6hs 102 21 more more RBR cord-034058-8lokg6hs 102 22 common common JJ cord-034058-8lokg6hs 102 23 . . . cord-034058-8lokg6hs 103 1 For for IN cord-034058-8lokg6hs 103 2 example example NN cord-034058-8lokg6hs 103 3 , , , cord-034058-8lokg6hs 103 4 the the DT cord-034058-8lokg6hs 103 5 number number NN cord-034058-8lokg6hs 103 6 of of IN cord-034058-8lokg6hs 103 7 delayed delay VBN cord-034058-8lokg6hs 103 8 movies movie NNS cord-034058-8lokg6hs 103 9 reached reach VBD cord-034058-8lokg6hs 103 10 50 50 CD cord-034058-8lokg6hs 103 11 by by IN cord-034058-8lokg6hs 103 12 early early JJ cord-034058-8lokg6hs 103 13 March March NNP cord-034058-8lokg6hs 103 14 . . . cord-034058-8lokg6hs 104 1 10 10 CD cord-034058-8lokg6hs 105 1 Also also RB cord-034058-8lokg6hs 105 2 , , , cord-034058-8lokg6hs 105 3 chains chain NNS cord-034058-8lokg6hs 105 4 started start VBD cord-034058-8lokg6hs 105 5 to to TO cord-034058-8lokg6hs 105 6 close close VB cord-034058-8lokg6hs 105 7 some some DT cord-034058-8lokg6hs 105 8 theaters theater NNS cord-034058-8lokg6hs 105 9 starting start VBG cord-034058-8lokg6hs 105 10 in in IN cord-034058-8lokg6hs 105 11 late late JJ cord-034058-8lokg6hs 105 12 March March NNP cord-034058-8lokg6hs 105 13 as as IN cord-034058-8lokg6hs 105 14 movie movie NN cord-034058-8lokg6hs 105 15 demand demand NN cord-034058-8lokg6hs 105 16 plunged plunge VBD cord-034058-8lokg6hs 105 17 ; ; : cord-034058-8lokg6hs 105 18 CJ CJ NNP cord-034058-8lokg6hs 105 19 suspended suspend VBD cord-034058-8lokg6hs 105 20 operation operation NN cord-034058-8lokg6hs 105 21 of of IN cord-034058-8lokg6hs 105 22 35 35 CD cord-034058-8lokg6hs 105 23 theaters theater NNS cord-034058-8lokg6hs 105 24 in in IN cord-034058-8lokg6hs 105 25 late late JJ cord-034058-8lokg6hs 105 26 March March NNP cord-034058-8lokg6hs 105 27 , , , cord-034058-8lokg6hs 105 28 while while IN cord-034058-8lokg6hs 105 29 JContentree JContentree NNP cord-034058-8lokg6hs 105 30 decided decide VBD cord-034058-8lokg6hs 105 31 to to TO cord-034058-8lokg6hs 105 32 shut shut VB cord-034058-8lokg6hs 105 33 down down RP cord-034058-8lokg6hs 105 34 10 10 CD cord-034058-8lokg6hs 105 35 theaters theater NNS cord-034058-8lokg6hs 105 36 in in IN cord-034058-8lokg6hs 105 37 April April NNP cord-034058-8lokg6hs 105 38 . . . cord-034058-8lokg6hs 106 1 11 11 CD cord-034058-8lokg6hs 107 1 The the DT cord-034058-8lokg6hs 107 2 movie movie NN cord-034058-8lokg6hs 107 3 theater theater NN cord-034058-8lokg6hs 107 4 industry industry NN cord-034058-8lokg6hs 107 5 is be VBZ cord-034058-8lokg6hs 107 6 characterized characterize VBN cord-034058-8lokg6hs 107 7 by by IN cord-034058-8lokg6hs 107 8 its -PRON- PRP$ cord-034058-8lokg6hs 107 9 uniform uniform JJ cord-034058-8lokg6hs 107 10 pricing pricing NN cord-034058-8lokg6hs 107 11 practice practice NN cord-034058-8lokg6hs 107 12 , , , cord-034058-8lokg6hs 107 13 that that RB cord-034058-8lokg6hs 107 14 is is RB cord-034058-8lokg6hs 107 15 , , , cord-034058-8lokg6hs 107 16 all all DT cord-034058-8lokg6hs 107 17 shows show NNS cord-034058-8lokg6hs 107 18 in in IN cord-034058-8lokg6hs 107 19 a a DT cord-034058-8lokg6hs 107 20 theater theater NN cord-034058-8lokg6hs 107 21 during during IN cord-034058-8lokg6hs 107 22 a a DT cord-034058-8lokg6hs 107 23 given give VBN cord-034058-8lokg6hs 107 24 time time NN cord-034058-8lokg6hs 107 25 slot slot NN cord-034058-8lokg6hs 107 26 tend tend VBP cord-034058-8lokg6hs 107 27 to to TO cord-034058-8lokg6hs 107 28 be be VB cord-034058-8lokg6hs 107 29 equally equally RB cord-034058-8lokg6hs 107 30 priced price VBN cord-034058-8lokg6hs 107 31 . . . cord-034058-8lokg6hs 108 1 12 12 CD cord-034058-8lokg6hs 109 1 Interestingly interestingly RB cord-034058-8lokg6hs 109 2 , , , cord-034058-8lokg6hs 109 3 movie movie NN cord-034058-8lokg6hs 109 4 theaters theater NNS cord-034058-8lokg6hs 109 5 did do VBD cord-034058-8lokg6hs 109 6 not not RB cord-034058-8lokg6hs 109 7 lower lower VB cord-034058-8lokg6hs 109 8 the the DT cord-034058-8lokg6hs 109 9 admission admission NN cord-034058-8lokg6hs 109 10 price price NN cord-034058-8lokg6hs 109 11 after after IN cord-034058-8lokg6hs 109 12 the the DT cord-034058-8lokg6hs 109 13 COVID-19 covid-19 JJ cord-034058-8lokg6hs 109 14 outbreak outbreak NN cord-034058-8lokg6hs 109 15 despite despite IN cord-034058-8lokg6hs 109 16 the the DT cord-034058-8lokg6hs 109 17 sharp sharp JJ cord-034058-8lokg6hs 109 18 decline decline NN cord-034058-8lokg6hs 109 19 in in IN cord-034058-8lokg6hs 109 20 their -PRON- PRP$ cord-034058-8lokg6hs 109 21 sales sale NNS cord-034058-8lokg6hs 109 22 records record NNS cord-034058-8lokg6hs 109 23 . . . cord-034058-8lokg6hs 110 1 The the DT cord-034058-8lokg6hs 110 2 bottom bottom JJ cord-034058-8lokg6hs 110 3 panel panel NN cord-034058-8lokg6hs 110 4 of of IN cord-034058-8lokg6hs 110 5 Fig Fig NNP cord-034058-8lokg6hs 110 6 . . NNP cord-034058-8lokg6hs 110 7 2 2 CD cord-034058-8lokg6hs 110 8 , , , cord-034058-8lokg6hs 110 9 for for IN cord-034058-8lokg6hs 110 10 instance instance NN cord-034058-8lokg6hs 110 11 , , , cord-034058-8lokg6hs 110 12 shows show VBZ cord-034058-8lokg6hs 110 13 that that IN cord-034058-8lokg6hs 110 14 the the DT cord-034058-8lokg6hs 110 15 average average JJ cord-034058-8lokg6hs 110 16 admission admission NN cord-034058-8lokg6hs 110 17 price price NN cord-034058-8lokg6hs 110 18 ( ( -LRB- cord-034058-8lokg6hs 110 19 box box NN cord-034058-8lokg6hs 110 20 - - HYPH cord-034058-8lokg6hs 110 21 office office NN cord-034058-8lokg6hs 110 22 revenue revenue NN cord-034058-8lokg6hs 110 23 divided divide VBN cord-034058-8lokg6hs 110 24 by by IN cord-034058-8lokg6hs 110 25 audience audience NN cord-034058-8lokg6hs 110 26 size size NN cord-034058-8lokg6hs 110 27 ) ) -RRB- cord-034058-8lokg6hs 110 28 was be VBD cord-034058-8lokg6hs 110 29 around around RB cord-034058-8lokg6hs 110 30 7 7 CD cord-034058-8lokg6hs 110 31 dollars dollar NNS cord-034058-8lokg6hs 110 32 during during IN cord-034058-8lokg6hs 110 33 2019 2019 CD cord-034058-8lokg6hs 110 34 , , , cord-034058-8lokg6hs 110 35 and and CC cord-034058-8lokg6hs 110 36 there there EX cord-034058-8lokg6hs 110 37 is be VBZ cord-034058-8lokg6hs 110 38 no no DT cord-034058-8lokg6hs 110 39 clear clear JJ cord-034058-8lokg6hs 110 40 evidence evidence NN cord-034058-8lokg6hs 110 41 that that IN cord-034058-8lokg6hs 110 42 the the DT cord-034058-8lokg6hs 110 43 price price NN cord-034058-8lokg6hs 110 44 decreased decrease VBD cord-034058-8lokg6hs 110 45 in in IN cord-034058-8lokg6hs 110 46 January January NNP cord-034058-8lokg6hs 110 47 and and CC cord-034058-8lokg6hs 110 48 February February NNP cord-034058-8lokg6hs 110 49 . . . cord-034058-8lokg6hs 111 1 Given give VBN cord-034058-8lokg6hs 111 2 the the DT cord-034058-8lokg6hs 111 3 uniformity uniformity NN cord-034058-8lokg6hs 111 4 and and CC cord-034058-8lokg6hs 111 5 rigidity rigidity NN cord-034058-8lokg6hs 111 6 of of IN cord-034058-8lokg6hs 111 7 the the DT cord-034058-8lokg6hs 111 8 price price NN cord-034058-8lokg6hs 111 9 , , , cord-034058-8lokg6hs 111 10 similar similar JJ cord-034058-8lokg6hs 111 11 to to IN cord-034058-8lokg6hs 111 12 previous previous JJ cord-034058-8lokg6hs 111 13 studies study NNS cord-034058-8lokg6hs 111 14 on on IN cord-034058-8lokg6hs 111 15 movie movie NN cord-034058-8lokg6hs 111 16 demand demand NN cord-034058-8lokg6hs 111 17 estimation estimation NN cord-034058-8lokg6hs 111 18 ( ( -LRB- cord-034058-8lokg6hs 111 19 Einav Einav NNP cord-034058-8lokg6hs 111 20 2007 2007 CD cord-034058-8lokg6hs 111 21 ; ; : cord-034058-8lokg6hs 111 22 Moul Moul NNP cord-034058-8lokg6hs 111 23 2008 2008 CD cord-034058-8lokg6hs 111 24 ; ; : cord-034058-8lokg6hs 111 25 Leung Leung NNP cord-034058-8lokg6hs 111 26 et et NNP cord-034058-8lokg6hs 111 27 al al NNP cord-034058-8lokg6hs 111 28 . . . cord-034058-8lokg6hs 112 1 2019 2019 CD cord-034058-8lokg6hs 112 2 ) ) -RRB- cord-034058-8lokg6hs 113 1 I -PRON- PRP cord-034058-8lokg6hs 113 2 assume assume VBP cord-034058-8lokg6hs 113 3 that that IN cord-034058-8lokg6hs 113 4 the the DT cord-034058-8lokg6hs 113 5 price price NN cord-034058-8lokg6hs 113 6 is be VBZ cord-034058-8lokg6hs 113 7 exogenously exogenously RB cord-034058-8lokg6hs 113 8 determined determine VBN cord-034058-8lokg6hs 113 9 and and CC cord-034058-8lokg6hs 113 10 fixed fix VBN cord-034058-8lokg6hs 113 11 in in IN cord-034058-8lokg6hs 113 12 the the DT cord-034058-8lokg6hs 113 13 empirical empirical JJ cord-034058-8lokg6hs 113 14 analysis analysis NN cord-034058-8lokg6hs 113 15 . . . cord-034058-8lokg6hs 114 1 Korea Korea NNP cord-034058-8lokg6hs 114 2 is be VBZ cord-034058-8lokg6hs 114 3 composed compose VBN cord-034058-8lokg6hs 114 4 of of IN cord-034058-8lokg6hs 114 5 17 17 CD cord-034058-8lokg6hs 114 6 major major JJ cord-034058-8lokg6hs 114 7 administrative administrative JJ cord-034058-8lokg6hs 114 8 divisions division NNS cord-034058-8lokg6hs 114 9 : : : cord-034058-8lokg6hs 114 10 seven seven CD cord-034058-8lokg6hs 114 11 metropolitan metropolitan JJ cord-034058-8lokg6hs 114 12 cities city NNS cord-034058-8lokg6hs 114 13 , , , cord-034058-8lokg6hs 114 14 nine nine CD cord-034058-8lokg6hs 114 15 provinces province NNS cord-034058-8lokg6hs 114 16 , , , cord-034058-8lokg6hs 114 17 and and CC cord-034058-8lokg6hs 114 18 one one CD cord-034058-8lokg6hs 114 19 special special JJ cord-034058-8lokg6hs 114 20 autonomous autonomous JJ cord-034058-8lokg6hs 114 21 city city NN cord-034058-8lokg6hs 114 22 , , , cord-034058-8lokg6hs 114 23 Sejong Sejong NNP cord-034058-8lokg6hs 114 24 , , , cord-034058-8lokg6hs 114 25 which which WDT cord-034058-8lokg6hs 114 26 was be VBD cord-034058-8lokg6hs 114 27 founded found VBN cord-034058-8lokg6hs 114 28 in in IN cord-034058-8lokg6hs 114 29 2012 2012 CD cord-034058-8lokg6hs 114 30 as as IN cord-034058-8lokg6hs 114 31 Korea Korea NNP cord-034058-8lokg6hs 114 32 's 's POS cord-034058-8lokg6hs 114 33 new new JJ cord-034058-8lokg6hs 114 34 capital capital NN cord-034058-8lokg6hs 114 35 city city NN cord-034058-8lokg6hs 114 36 . . . cord-034058-8lokg6hs 115 1 Since since IN cord-034058-8lokg6hs 115 2 construction construction NN cord-034058-8lokg6hs 115 3 of of IN cord-034058-8lokg6hs 115 4 Sejong Sejong NNP cord-034058-8lokg6hs 115 5 city city NN cord-034058-8lokg6hs 115 6 is be VBZ cord-034058-8lokg6hs 115 7 still still RB cord-034058-8lokg6hs 115 8 underway underway JJ cord-034058-8lokg6hs 115 9 , , , cord-034058-8lokg6hs 115 10 I -PRON- PRP cord-034058-8lokg6hs 115 11 drop drop VBP cord-034058-8lokg6hs 115 12 it -PRON- PRP cord-034058-8lokg6hs 115 13 from from IN cord-034058-8lokg6hs 115 14 the the DT cord-034058-8lokg6hs 115 15 analysis analysis NN cord-034058-8lokg6hs 115 16 and and CC cord-034058-8lokg6hs 115 17 define define VB cord-034058-8lokg6hs 115 18 each each DT cord-034058-8lokg6hs 115 19 of of IN cord-034058-8lokg6hs 115 20 the the DT cord-034058-8lokg6hs 115 21 remaining remain VBG cord-034058-8lokg6hs 115 22 16 16 CD cord-034058-8lokg6hs 115 23 administrative administrative JJ cord-034058-8lokg6hs 115 24 divisions division NNS cord-034058-8lokg6hs 115 25 as as IN cord-034058-8lokg6hs 115 26 a a DT cord-034058-8lokg6hs 115 27 market market NN cord-034058-8lokg6hs 115 28 . . . cord-034058-8lokg6hs 116 1 I -PRON- PRP cord-034058-8lokg6hs 116 2 download download VBP cord-034058-8lokg6hs 116 3 movie movie NN cord-034058-8lokg6hs 116 4 - - HYPH cord-034058-8lokg6hs 116 5 market market NN cord-034058-8lokg6hs 116 6 - - HYPH cord-034058-8lokg6hs 116 7 week week NN cord-034058-8lokg6hs 116 8 level level NN cord-034058-8lokg6hs 116 9 demand demand NN cord-034058-8lokg6hs 116 10 information information NN cord-034058-8lokg6hs 116 11 -audience -audience NN cord-034058-8lokg6hs 116 12 size size NN cord-034058-8lokg6hs 116 13 as as RB cord-034058-8lokg6hs 116 14 well well RB cord-034058-8lokg6hs 116 15 as as IN cord-034058-8lokg6hs 116 16 box box NN cord-034058-8lokg6hs 116 17 - - HYPH cord-034058-8lokg6hs 116 18 office office NN cord-034058-8lokg6hs 116 19 revenue revenue NN cord-034058-8lokg6hs 117 1 -between -between JJ cord-034058-8lokg6hs 118 1 January January NNP cord-034058-8lokg6hs 118 2 2017 2017 CD cord-034058-8lokg6hs 118 3 and and CC cord-034058-8lokg6hs 118 4 February February NNP cord-034058-8lokg6hs 118 5 2020 2020 CD cord-034058-8lokg6hs 118 6 from from IN cord-034058-8lokg6hs 118 7 the the DT cord-034058-8lokg6hs 118 8 Korea Korea NNP cord-034058-8lokg6hs 118 9 Box Box NNP cord-034058-8lokg6hs 118 10 - - HYPH cord-034058-8lokg6hs 118 11 office office NN cord-034058-8lokg6hs 118 12 Information information NN cord-034058-8lokg6hs 118 13 System System NNP cord-034058-8lokg6hs 118 14 ( ( -LRB- cord-034058-8lokg6hs 118 15 KOBIS KOBIS NNP cord-034058-8lokg6hs 118 16 ) ) -RRB- cord-034058-8lokg6hs 118 17 . . . cord-034058-8lokg6hs 119 1 13 13 CD cord-034058-8lokg6hs 120 1 The the DT cord-034058-8lokg6hs 120 2 left left JJ cord-034058-8lokg6hs 120 3 panel panel NN cord-034058-8lokg6hs 120 4 of of IN cord-034058-8lokg6hs 120 5 Fig Fig NNP cord-034058-8lokg6hs 120 6 . . . cord-034058-8lokg6hs 121 1 1 1 LS cord-034058-8lokg6hs 121 2 demonstrates demonstrate VBZ cord-034058-8lokg6hs 121 3 that that IN cord-034058-8lokg6hs 121 4 the the DT cord-034058-8lokg6hs 121 5 number number NN cord-034058-8lokg6hs 121 6 of of IN cord-034058-8lokg6hs 121 7 confirmed confirm VBN cord-034058-8lokg6hs 121 8 cases case NNS cord-034058-8lokg6hs 121 9 surged surge VBD cord-034058-8lokg6hs 121 10 from from IN cord-034058-8lokg6hs 121 11 the the DT cord-034058-8lokg6hs 121 12 last last JJ cord-034058-8lokg6hs 121 13 week week NN cord-034058-8lokg6hs 121 14 of of IN cord-034058-8lokg6hs 121 15 February February NNP cord-034058-8lokg6hs 121 16 . . . cord-034058-8lokg6hs 122 1 Therefore therefore RB cord-034058-8lokg6hs 122 2 , , , cord-034058-8lokg6hs 122 3 I -PRON- PRP cord-034058-8lokg6hs 122 4 restrict restrict VBP cord-034058-8lokg6hs 122 5 the the DT cord-034058-8lokg6hs 122 6 sample sample NN cord-034058-8lokg6hs 122 7 period period NN cord-034058-8lokg6hs 122 8 up up IN cord-034058-8lokg6hs 122 9 to to IN cord-034058-8lokg6hs 122 10 the the DT cord-034058-8lokg6hs 122 11 third third JJ cord-034058-8lokg6hs 122 12 week week NN cord-034058-8lokg6hs 122 13 of of IN cord-034058-8lokg6hs 122 14 February February NNP cord-034058-8lokg6hs 122 15 ; ; : cord-034058-8lokg6hs 122 16 the the DT cord-034058-8lokg6hs 122 17 effect effect NN cord-034058-8lokg6hs 122 18 of of IN cord-034058-8lokg6hs 122 19 social social JJ cord-034058-8lokg6hs 122 20 distancing distancing NN cord-034058-8lokg6hs 122 21 incurred incur VBN cord-034058-8lokg6hs 122 22 by by IN cord-034058-8lokg6hs 122 23 the the DT cord-034058-8lokg6hs 122 24 outbreak outbreak NN cord-034058-8lokg6hs 122 25 of of IN cord-034058-8lokg6hs 122 26 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 122 27 is be VBZ cord-034058-8lokg6hs 122 28 unlikely unlikely JJ cord-034058-8lokg6hs 122 29 to to TO cord-034058-8lokg6hs 122 30 be be VB cord-034058-8lokg6hs 122 31 the the DT cord-034058-8lokg6hs 122 32 same same JJ cord-034058-8lokg6hs 122 33 afterwards afterwards RB cord-034058-8lokg6hs 122 34 . . . cord-034058-8lokg6hs 123 1 Moreover moreover RB cord-034058-8lokg6hs 123 2 , , , cord-034058-8lokg6hs 123 3 since since IN cord-034058-8lokg6hs 123 4 Korea Korea NNP cord-034058-8lokg6hs 123 5 normally normally RB cord-034058-8lokg6hs 123 6 starts start VBZ cord-034058-8lokg6hs 123 7 schools school NNS cord-034058-8lokg6hs 123 8 and and CC cord-034058-8lokg6hs 123 9 universities university NNS cord-034058-8lokg6hs 123 10 in in IN cord-034058-8lokg6hs 123 11 March March NNP cord-034058-8lokg6hs 123 12 , , , cord-034058-8lokg6hs 123 13 there there EX cord-034058-8lokg6hs 123 14 would would MD cord-034058-8lokg6hs 123 15 be be VB cord-034058-8lokg6hs 123 16 confounding confounding JJ cord-034058-8lokg6hs 123 17 changes change NNS cord-034058-8lokg6hs 123 18 in in IN cord-034058-8lokg6hs 123 19 underlying underlying JJ cord-034058-8lokg6hs 123 20 movie movie NN cord-034058-8lokg6hs 123 21 demand demand NN cord-034058-8lokg6hs 123 22 due due IN cord-034058-8lokg6hs 123 23 to to IN cord-034058-8lokg6hs 123 24 the the DT cord-034058-8lokg6hs 123 25 delay delay NN cord-034058-8lokg6hs 123 26 of of IN cord-034058-8lokg6hs 123 27 the the DT cord-034058-8lokg6hs 123 28 start start NN cord-034058-8lokg6hs 123 29 of of IN cord-034058-8lokg6hs 123 30 a a DT cord-034058-8lokg6hs 123 31 new new JJ cord-034058-8lokg6hs 123 32 school school NN cord-034058-8lokg6hs 123 33 year year NN cord-034058-8lokg6hs 123 34 if if IN cord-034058-8lokg6hs 123 35 observations observation NNS cord-034058-8lokg6hs 123 36 of of IN cord-034058-8lokg6hs 123 37 March March NNP cord-034058-8lokg6hs 123 38 and and CC cord-034058-8lokg6hs 123 39 later later JJ cord-034058-8lokg6hs 123 40 months month NNS cord-034058-8lokg6hs 123 41 of of IN cord-034058-8lokg6hs 123 42 2020 2020 CD cord-034058-8lokg6hs 123 43 are be VBP cord-034058-8lokg6hs 123 44 included include VBN cord-034058-8lokg6hs 123 45 . . . cord-034058-8lokg6hs 124 1 Figure figure NN cord-034058-8lokg6hs 124 2 3 3 CD cord-034058-8lokg6hs 124 3 presents present VBZ cord-034058-8lokg6hs 124 4 the the DT cord-034058-8lokg6hs 124 5 timeline timeline NN cord-034058-8lokg6hs 124 6 of of IN cord-034058-8lokg6hs 124 7 major major JJ cord-034058-8lokg6hs 124 8 events event NNS cord-034058-8lokg6hs 124 9 regarding regard VBG cord-034058-8lokg6hs 124 10 COVID-19 covid-19 CD cord-034058-8lokg6hs 124 11 in in IN cord-034058-8lokg6hs 124 12 Korea Korea NNP cord-034058-8lokg6hs 124 13 . . . cord-034058-8lokg6hs 125 1 According accord VBG cord-034058-8lokg6hs 125 2 to to IN cord-034058-8lokg6hs 125 3 the the DT cord-034058-8lokg6hs 125 4 figure figure NN cord-034058-8lokg6hs 125 5 , , , cord-034058-8lokg6hs 125 6 the the DT cord-034058-8lokg6hs 125 7 first first JJ cord-034058-8lokg6hs 125 8 shutdown shutdown NN cord-034058-8lokg6hs 125 9 of of IN cord-034058-8lokg6hs 125 10 a a DT cord-034058-8lokg6hs 125 11 movie movie NN cord-034058-8lokg6hs 125 12 theater theater NN cord-034058-8lokg6hs 125 13 ( ( -LRB- cord-034058-8lokg6hs 125 14 CGV CGV NNP cord-034058-8lokg6hs 125 15 Sungsin Sungsin NNP cord-034058-8lokg6hs 125 16 ) ) -RRB- cord-034058-8lokg6hs 125 17 took take VBD cord-034058-8lokg6hs 125 18 place place NN cord-034058-8lokg6hs 125 19 on on IN cord-034058-8lokg6hs 125 20 the the DT cord-034058-8lokg6hs 125 21 last last JJ cord-034058-8lokg6hs 125 22 day day NN cord-034058-8lokg6hs 125 23 of of IN cord-034058-8lokg6hs 125 24 January January NNP cord-034058-8lokg6hs 125 25 . . . cord-034058-8lokg6hs 126 1 After after IN cord-034058-8lokg6hs 126 2 cleaning cleaning NN cord-034058-8lokg6hs 126 3 and and CC cord-034058-8lokg6hs 126 4 disinfection disinfection NN cord-034058-8lokg6hs 126 5 , , , cord-034058-8lokg6hs 126 6 the the DT cord-034058-8lokg6hs 126 7 theater theater NN cord-034058-8lokg6hs 126 8 reopened reopen VBD cord-034058-8lokg6hs 126 9 three three CD cord-034058-8lokg6hs 126 10 days day NNS cord-034058-8lokg6hs 126 11 later later RB cord-034058-8lokg6hs 126 12 on on IN cord-034058-8lokg6hs 126 13 3 3 CD cord-034058-8lokg6hs 126 14 February February NNP cord-034058-8lokg6hs 126 15 . . . cord-034058-8lokg6hs 127 1 There there EX cord-034058-8lokg6hs 127 2 are be VBP cord-034058-8lokg6hs 127 3 four four CD cord-034058-8lokg6hs 127 4 more more JJR cord-034058-8lokg6hs 127 5 cases case NNS cord-034058-8lokg6hs 127 6 of of IN cord-034058-8lokg6hs 127 7 temporary temporary JJ cord-034058-8lokg6hs 127 8 closure closure NN cord-034058-8lokg6hs 127 9 during during IN cord-034058-8lokg6hs 127 10 the the DT cord-034058-8lokg6hs 127 11 sample sample NN cord-034058-8lokg6hs 127 12 period period NN cord-034058-8lokg6hs 127 13 . . . cord-034058-8lokg6hs 128 1 14 14 CD cord-034058-8lokg6hs 129 1 Since since IN cord-034058-8lokg6hs 129 2 the the DT cord-034058-8lokg6hs 129 3 demand demand NN cord-034058-8lokg6hs 129 4 information information NN cord-034058-8lokg6hs 129 5 is be VBZ cord-034058-8lokg6hs 129 6 aggregated aggregate VBN cord-034058-8lokg6hs 129 7 at at IN cord-034058-8lokg6hs 129 8 the the DT cord-034058-8lokg6hs 129 9 market market NN cord-034058-8lokg6hs 129 10 level level NN cord-034058-8lokg6hs 129 11 , , , cord-034058-8lokg6hs 129 12 10 10 CD cord-034058-8lokg6hs 129 13 https://m.newspim.com/news/view/20200306000789 https://m.newspim.com/news/view/20200306000789 NNS cord-034058-8lokg6hs 129 14 11 11 CD cord-034058-8lokg6hs 129 15 http://www.koreaherald.com/view.php?ud=20200326000210 http://www.koreaherald.com/view.php?ud=20200326000210 NNP cord-034058-8lokg6hs 129 16 12 12 CD cord-034058-8lokg6hs 129 17 Orbach Orbach NNP cord-034058-8lokg6hs 129 18 and and CC cord-034058-8lokg6hs 129 19 Einav Einav NNP cord-034058-8lokg6hs 130 1 ( ( -LRB- cord-034058-8lokg6hs 130 2 2007 2007 CD cord-034058-8lokg6hs 130 3 ) ) -RRB- cord-034058-8lokg6hs 130 4 pointed point VBD cord-034058-8lokg6hs 130 5 out out RP cord-034058-8lokg6hs 130 6 demand demand NN cord-034058-8lokg6hs 130 7 uncertainty uncertainty NN cord-034058-8lokg6hs 130 8 , , , cord-034058-8lokg6hs 130 9 monitoring monitor VBG cord-034058-8lokg6hs 130 10 costs cost NNS cord-034058-8lokg6hs 130 11 , , , cord-034058-8lokg6hs 130 12 and and CC cord-034058-8lokg6hs 130 13 perceived perceive VBN cord-034058-8lokg6hs 130 14 fairness fairness NN cord-034058-8lokg6hs 130 15 , , , cord-034058-8lokg6hs 130 16 as as IN cord-034058-8lokg6hs 130 17 possible possible JJ cord-034058-8lokg6hs 130 18 explanations explanation NNS cord-034058-8lokg6hs 130 19 for for IN cord-034058-8lokg6hs 130 20 this this DT cord-034058-8lokg6hs 130 21 practice practice NN cord-034058-8lokg6hs 130 22 , , , cord-034058-8lokg6hs 130 23 while while IN cord-034058-8lokg6hs 130 24 Courty Courty NNP cord-034058-8lokg6hs 130 25 and and CC cord-034058-8lokg6hs 130 26 Nasiry Nasiry NNP cord-034058-8lokg6hs 130 27 ( ( -LRB- cord-034058-8lokg6hs 130 28 2018 2018 CD cord-034058-8lokg6hs 130 29 ) ) -RRB- cord-034058-8lokg6hs 130 30 showed show VBD cord-034058-8lokg6hs 130 31 that that IN cord-034058-8lokg6hs 130 32 the the DT cord-034058-8lokg6hs 130 33 puzzle puzzle NN cord-034058-8lokg6hs 130 34 may may MD cord-034058-8lokg6hs 130 35 be be VB cord-034058-8lokg6hs 130 36 attributed attribute VBN cord-034058-8lokg6hs 130 37 to to IN cord-034058-8lokg6hs 130 38 consumer consumer NN cord-034058-8lokg6hs 130 39 loss loss NN cord-034058-8lokg6hs 130 40 aversion aversion NN cord-034058-8lokg6hs 130 41 . . . cord-034058-8lokg6hs 131 1 13 13 CD cord-034058-8lokg6hs 131 2 http://www.kobis.or.kr/kobis/business/main/main.do http://www.kobis.or.kr/kobis/business/main/main.do RB cord-034058-8lokg6hs 131 3 . . . cord-034058-8lokg6hs 132 1 The the DT cord-034058-8lokg6hs 132 2 data datum NNS cord-034058-8lokg6hs 132 3 and and CC cord-034058-8lokg6hs 132 4 code code NN cord-034058-8lokg6hs 132 5 for for IN cord-034058-8lokg6hs 132 6 the the DT cord-034058-8lokg6hs 132 7 key key JJ cord-034058-8lokg6hs 132 8 empirical empirical JJ cord-034058-8lokg6hs 132 9 findings finding NNS cord-034058-8lokg6hs 132 10 of of IN cord-034058-8lokg6hs 132 11 the the DT cord-034058-8lokg6hs 132 12 paper paper NN cord-034058-8lokg6hs 132 13 are be VBP cord-034058-8lokg6hs 132 14 available available JJ cord-034058-8lokg6hs 132 15 at at IN cord-034058-8lokg6hs 132 16 GitHub GitHub NNP cord-034058-8lokg6hs 132 17 ( ( -LRB- cord-034058-8lokg6hs 132 18 https://github.com/kimik0121/COVID-19 https://github.com/kimik0121/COVID-19 NNP cord-034058-8lokg6hs 132 19 ) ) -RRB- cord-034058-8lokg6hs 132 20 . . . cord-034058-8lokg6hs 133 1 14 14 CD cord-034058-8lokg6hs 134 1 They -PRON- PRP cord-034058-8lokg6hs 134 2 are be VBP cord-034058-8lokg6hs 134 3 ( ( -LRB- cord-034058-8lokg6hs 134 4 i i NN cord-034058-8lokg6hs 134 5 ) ) -RRB- cord-034058-8lokg6hs 134 6 CGV CGV NNP cord-034058-8lokg6hs 134 7 Bucheon Bucheon NNP cord-034058-8lokg6hs 134 8 station station NN cord-034058-8lokg6hs 134 9 ( ( -LRB- cord-034058-8lokg6hs 134 10 1 1 CD cord-034058-8lokg6hs 134 11 - - SYM cord-034058-8lokg6hs 134 12 3 3 CD cord-034058-8lokg6hs 134 13 Feb Feb NNP cord-034058-8lokg6hs 134 14 ) ) -RRB- cord-034058-8lokg6hs 134 15 , , , cord-034058-8lokg6hs 134 16 ( ( -LRB- cord-034058-8lokg6hs 134 17 ii ii NN cord-034058-8lokg6hs 134 18 ) ) -RRB- cord-034058-8lokg6hs 135 1 CGV CGV NNP cord-034058-8lokg6hs 135 2 Daegu Daegu NNP cord-034058-8lokg6hs 135 3 - - HYPH cord-034058-8lokg6hs 135 4 Hyundai Hyundai NNP cord-034058-8lokg6hs 135 5 ( ( -LRB- cord-034058-8lokg6hs 135 6 21 21 CD cord-034058-8lokg6hs 135 7 - - SYM cord-034058-8lokg6hs 135 8 22 22 CD cord-034058-8lokg6hs 135 9 Feb Feb NNP cord-034058-8lokg6hs 135 10 ) ) -RRB- cord-034058-8lokg6hs 135 11 , , , cord-034058-8lokg6hs 135 12 ( ( -LRB- cord-034058-8lokg6hs 135 13 iii iii NN cord-034058-8lokg6hs 135 14 ) ) -RRB- cord-034058-8lokg6hs 136 1 CGV CGV NNP cord-034058-8lokg6hs 136 2 Jeonju Jeonju NNP cord-034058-8lokg6hs 136 3 - - HYPH cord-034058-8lokg6hs 136 4 Hyoja Hyoja NNP cord-034058-8lokg6hs 136 5 ( ( -LRB- cord-034058-8lokg6hs 136 6 21 21 CD cord-034058-8lokg6hs 136 7 - - SYM cord-034058-8lokg6hs 136 8 23 23 CD cord-034058-8lokg6hs 136 9 Feb Feb NNP cord-034058-8lokg6hs 136 10 ) ) -RRB- cord-034058-8lokg6hs 136 11 , , , cord-034058-8lokg6hs 136 12 and and CC cord-034058-8lokg6hs 136 13 ( ( -LRB- cord-034058-8lokg6hs 136 14 iv iv LS cord-034058-8lokg6hs 136 15 ) ) -RRB- cord-034058-8lokg6hs 136 16 Lotte Lotte NNP cord-034058-8lokg6hs 136 17 Jeonju Jeonju NNP cord-034058-8lokg6hs 136 18 ( ( -LRB- cord-034058-8lokg6hs 136 19 21 21 CD cord-034058-8lokg6hs 136 20 - - SYM cord-034058-8lokg6hs 136 21 23 23 CD cord-034058-8lokg6hs 136 22 Feb Feb NNP cord-034058-8lokg6hs 136 23 ) ) -RRB- cord-034058-8lokg6hs 136 24 . . . cord-034058-8lokg6hs 137 1 Unlike unlike IN cord-034058-8lokg6hs 137 2 these these DT cord-034058-8lokg6hs 137 3 temporary temporary JJ cord-034058-8lokg6hs 137 4 shutdowns shutdown NNS cord-034058-8lokg6hs 137 5 , , , cord-034058-8lokg6hs 137 6 chains chain NNS cord-034058-8lokg6hs 137 7 closed close VBD cord-034058-8lokg6hs 137 8 some some DT cord-034058-8lokg6hs 137 9 theaters theater NNS cord-034058-8lokg6hs 137 10 starting start VBG cord-034058-8lokg6hs 137 11 in in IN cord-034058-8lokg6hs 137 12 late late JJ cord-034058-8lokg6hs 137 13 March March NNP cord-034058-8lokg6hs 137 14 , , , cord-034058-8lokg6hs 137 15 as as IN cord-034058-8lokg6hs 137 16 described describe VBN cord-034058-8lokg6hs 137 17 in in IN cord-034058-8lokg6hs 137 18 the the DT cord-034058-8lokg6hs 137 19 previous previous JJ cord-034058-8lokg6hs 137 20 section section NN cord-034058-8lokg6hs 137 21 . . . cord-034058-8lokg6hs 138 1 these these DT cord-034058-8lokg6hs 138 2 theaters theater NNS cord-034058-8lokg6hs 138 3 and and CC cord-034058-8lokg6hs 138 4 the the DT cord-034058-8lokg6hs 138 5 demand demand NN cord-034058-8lokg6hs 138 6 for for IN cord-034058-8lokg6hs 138 7 them -PRON- PRP cord-034058-8lokg6hs 138 8 can can MD cord-034058-8lokg6hs 138 9 not not RB cord-034058-8lokg6hs 138 10 be be VB cord-034058-8lokg6hs 138 11 taken take VBN cord-034058-8lokg6hs 138 12 away away RB cord-034058-8lokg6hs 138 13 . . . cord-034058-8lokg6hs 139 1 However however RB cord-034058-8lokg6hs 139 2 , , , cord-034058-8lokg6hs 139 3 given give VBN cord-034058-8lokg6hs 139 4 that that IN cord-034058-8lokg6hs 139 5 the the DT cord-034058-8lokg6hs 139 6 shutdown shutdown NN cord-034058-8lokg6hs 139 7 lasted last VBD cord-034058-8lokg6hs 139 8 only only RB cord-034058-8lokg6hs 139 9 for for IN cord-034058-8lokg6hs 139 10 2 2 CD cord-034058-8lokg6hs 139 11 - - SYM cord-034058-8lokg6hs 139 12 3 3 CD cord-034058-8lokg6hs 139 13 days day NNS cord-034058-8lokg6hs 139 14 and and CC cord-034058-8lokg6hs 139 15 there there EX cord-034058-8lokg6hs 139 16 are be VBP cord-034058-8lokg6hs 139 17 merely merely RB cord-034058-8lokg6hs 139 18 five five CD cord-034058-8lokg6hs 139 19 such such JJ cord-034058-8lokg6hs 139 20 temporary temporary JJ cord-034058-8lokg6hs 139 21 closures closure NNS cord-034058-8lokg6hs 139 22 during during IN cord-034058-8lokg6hs 139 23 the the DT cord-034058-8lokg6hs 139 24 sample sample NN cord-034058-8lokg6hs 139 25 period period NN cord-034058-8lokg6hs 139 26 , , , cord-034058-8lokg6hs 139 27 they -PRON- PRP cord-034058-8lokg6hs 139 28 are be VBP cord-034058-8lokg6hs 139 29 unlikely unlikely JJ cord-034058-8lokg6hs 139 30 to to TO cord-034058-8lokg6hs 139 31 cause cause VB cord-034058-8lokg6hs 139 32 any any DT cord-034058-8lokg6hs 139 33 serious serious JJ cord-034058-8lokg6hs 139 34 bias bias NN cord-034058-8lokg6hs 139 35 in in IN cord-034058-8lokg6hs 139 36 the the DT cord-034058-8lokg6hs 139 37 estimation estimation NN cord-034058-8lokg6hs 139 38 . . . cord-034058-8lokg6hs 140 1 I -PRON- PRP cord-034058-8lokg6hs 140 2 exclude exclude VBP cord-034058-8lokg6hs 140 3 movies movie NNS cord-034058-8lokg6hs 140 4 without without IN cord-034058-8lokg6hs 140 5 release release NN cord-034058-8lokg6hs 140 6 date date NN cord-034058-8lokg6hs 140 7 information information NN cord-034058-8lokg6hs 140 8 , , , cord-034058-8lokg6hs 140 9 movies movie NNS cord-034058-8lokg6hs 140 10 that that WDT cord-034058-8lokg6hs 140 11 were be VBD cord-034058-8lokg6hs 140 12 played play VBN cord-034058-8lokg6hs 140 13 in in IN cord-034058-8lokg6hs 140 14 less less JJR cord-034058-8lokg6hs 140 15 than than IN cord-034058-8lokg6hs 140 16 50 50 CD cord-034058-8lokg6hs 140 17 screens screen NNS cord-034058-8lokg6hs 140 18 nationwide nationwide JJ cord-034058-8lokg6hs 140 19 at at IN cord-034058-8lokg6hs 140 20 all all DT cord-034058-8lokg6hs 140 21 weeks week NNS cord-034058-8lokg6hs 140 22 during during IN cord-034058-8lokg6hs 140 23 their -PRON- PRP$ cord-034058-8lokg6hs 140 24 run run NN cord-034058-8lokg6hs 140 25 , , , cord-034058-8lokg6hs 140 26 and and CC cord-034058-8lokg6hs 140 27 observations observation NNS cord-034058-8lokg6hs 140 28 with with IN cord-034058-8lokg6hs 140 29 zero zero CD cord-034058-8lokg6hs 140 30 audience audience NN cord-034058-8lokg6hs 140 31 size size NN cord-034058-8lokg6hs 140 32 . . . cord-034058-8lokg6hs 141 1 15 15 CD cord-034058-8lokg6hs 142 1 I -PRON- PRP cord-034058-8lokg6hs 142 2 also also RB cord-034058-8lokg6hs 142 3 drop drop VBP cord-034058-8lokg6hs 142 4 observations observation NNS cord-034058-8lokg6hs 142 5 of of IN cord-034058-8lokg6hs 142 6 a a DT cord-034058-8lokg6hs 142 7 movie movie NN cord-034058-8lokg6hs 142 8 in in IN cord-034058-8lokg6hs 142 9 any any DT cord-034058-8lokg6hs 142 10 given give VBN cord-034058-8lokg6hs 142 11 week week NN cord-034058-8lokg6hs 142 12 if if IN cord-034058-8lokg6hs 142 13 the the DT cord-034058-8lokg6hs 142 14 movie movie NN cord-034058-8lokg6hs 142 15 is be VBZ cord-034058-8lokg6hs 142 16 played play VBN cord-034058-8lokg6hs 142 17 only only RB cord-034058-8lokg6hs 142 18 in in IN cord-034058-8lokg6hs 142 19 one one CD cord-034058-8lokg6hs 142 20 market market NN cord-034058-8lokg6hs 142 21 in in IN cord-034058-8lokg6hs 142 22 that that DT cord-034058-8lokg6hs 142 23 week week NN cord-034058-8lokg6hs 142 24 . . . cord-034058-8lokg6hs 143 1 In in IN cord-034058-8lokg6hs 143 2 the the DT cord-034058-8lokg6hs 143 3 following following JJ cord-034058-8lokg6hs 143 4 section section NN cord-034058-8lokg6hs 143 5 , , , cord-034058-8lokg6hs 143 6 I -PRON- PRP cord-034058-8lokg6hs 143 7 explain explain VBP cord-034058-8lokg6hs 143 8 that that IN cord-034058-8lokg6hs 143 9 instrumental instrumental JJ cord-034058-8lokg6hs 143 10 variables variable NNS cord-034058-8lokg6hs 143 11 can can MD cord-034058-8lokg6hs 143 12 not not RB cord-034058-8lokg6hs 143 13 be be VB cord-034058-8lokg6hs 143 14 constructed construct VBN cord-034058-8lokg6hs 143 15 for for IN cord-034058-8lokg6hs 143 16 such such JJ cord-034058-8lokg6hs 143 17 cases case NNS cord-034058-8lokg6hs 143 18 . . . cord-034058-8lokg6hs 144 1 After after IN cord-034058-8lokg6hs 144 2 excluding exclude VBG cord-034058-8lokg6hs 144 3 them -PRON- PRP cord-034058-8lokg6hs 144 4 , , , cord-034058-8lokg6hs 144 5 I -PRON- PRP cord-034058-8lokg6hs 144 6 have have VBP cord-034058-8lokg6hs 144 7 a a DT cord-034058-8lokg6hs 144 8 sample sample NN cord-034058-8lokg6hs 144 9 of of IN cord-034058-8lokg6hs 144 10 78,635 78,635 CD cord-034058-8lokg6hs 144 11 movie movie NN cord-034058-8lokg6hs 144 12 - - HYPH cord-034058-8lokg6hs 144 13 market market NN cord-034058-8lokg6hs 144 14 - - HYPH cord-034058-8lokg6hs 144 15 week week NN cord-034058-8lokg6hs 144 16 level level NN cord-034058-8lokg6hs 144 17 observations observation NNS cord-034058-8lokg6hs 144 18 with with IN cord-034058-8lokg6hs 144 19 1,136 1,136 CD cord-034058-8lokg6hs 144 20 movie movie NN cord-034058-8lokg6hs 144 21 titles title NNS cord-034058-8lokg6hs 144 22 . . . cord-034058-8lokg6hs 145 1 I -PRON- PRP cord-034058-8lokg6hs 145 2 define define VBP cord-034058-8lokg6hs 145 3 market market NN cord-034058-8lokg6hs 145 4 size size NN cord-034058-8lokg6hs 145 5 as as IN cord-034058-8lokg6hs 145 6 the the DT cord-034058-8lokg6hs 145 7 number number NN cord-034058-8lokg6hs 145 8 of of IN cord-034058-8lokg6hs 145 9 Koreans Koreans NNPS cord-034058-8lokg6hs 145 10 between between IN cord-034058-8lokg6hs 145 11 age age NN cord-034058-8lokg6hs 145 12 10 10 CD cord-034058-8lokg6hs 145 13 and and CC cord-034058-8lokg6hs 145 14 80 80 CD cord-034058-8lokg6hs 145 15 years year NNS cord-034058-8lokg6hs 145 16 within within IN cord-034058-8lokg6hs 145 17 an an DT cord-034058-8lokg6hs 145 18 administrative administrative JJ cord-034058-8lokg6hs 145 19 district district NN cord-034058-8lokg6hs 145 20 , , , cord-034058-8lokg6hs 145 21 assuming assume VBG cord-034058-8lokg6hs 145 22 that that IN cord-034058-8lokg6hs 145 23 each each DT cord-034058-8lokg6hs 145 24 of of IN cord-034058-8lokg6hs 145 25 them -PRON- PRP cord-034058-8lokg6hs 145 26 goes go VBZ cord-034058-8lokg6hs 145 27 to to IN cord-034058-8lokg6hs 145 28 the the DT cord-034058-8lokg6hs 145 29 cinema cinema NN cord-034058-8lokg6hs 145 30 once once RB cord-034058-8lokg6hs 145 31 a a DT cord-034058-8lokg6hs 145 32 week week NN cord-034058-8lokg6hs 145 33 at at IN cord-034058-8lokg6hs 145 34 maximum maximum NN cord-034058-8lokg6hs 145 35 . . . cord-034058-8lokg6hs 146 1 I -PRON- PRP cord-034058-8lokg6hs 146 2 download download VBP cord-034058-8lokg6hs 146 3 the the DT cord-034058-8lokg6hs 146 4 population population NN cord-034058-8lokg6hs 146 5 data datum NNS cord-034058-8lokg6hs 146 6 for for IN cord-034058-8lokg6hs 146 7 the the DT cord-034058-8lokg6hs 146 8 year year NN cord-034058-8lokg6hs 146 9 2018 2018 CD cord-034058-8lokg6hs 146 10 from from IN cord-034058-8lokg6hs 146 11 the the DT cord-034058-8lokg6hs 146 12 Korean Korean NNP cord-034058-8lokg6hs 146 13 Statistical Statistical NNP cord-034058-8lokg6hs 146 14 Information Information NNP cord-034058-8lokg6hs 146 15 Service Service NNP cord-034058-8lokg6hs 146 16 . . . cord-034058-8lokg6hs 147 1 16 16 CD cord-034058-8lokg6hs 147 2 Table Table NNP cord-034058-8lokg6hs 147 3 5 5 CD cord-034058-8lokg6hs 147 4 in in IN cord-034058-8lokg6hs 147 5 the the DT cord-034058-8lokg6hs 147 6 Appendix Appendix NNP cord-034058-8lokg6hs 147 7 shows show VBZ cord-034058-8lokg6hs 147 8 that that IN cord-034058-8lokg6hs 147 9 market market NN cord-034058-8lokg6hs 147 10 size size NN cord-034058-8lokg6hs 147 11 ranges range VBZ cord-034058-8lokg6hs 147 12 from from IN cord-034058-8lokg6hs 147 13 560 560 CD cord-034058-8lokg6hs 147 14 thousand thousand CD cord-034058-8lokg6hs 147 15 people people NNS cord-034058-8lokg6hs 147 16 ( ( -LRB- cord-034058-8lokg6hs 147 17 Jeju Jeju NNP cord-034058-8lokg6hs 147 18 province province NN cord-034058-8lokg6hs 147 19 ) ) -RRB- cord-034058-8lokg6hs 147 20 to to IN cord-034058-8lokg6hs 147 21 11 11 CD cord-034058-8lokg6hs 147 22 million million CD cord-034058-8lokg6hs 147 23 ( ( -LRB- cord-034058-8lokg6hs 147 24 Kyungki Kyungki NNP cord-034058-8lokg6hs 147 25 province province NN cord-034058-8lokg6hs 147 26 ) ) -RRB- cord-034058-8lokg6hs 147 27 . . . cord-034058-8lokg6hs 148 1 For for IN cord-034058-8lokg6hs 148 2 each each DT cord-034058-8lokg6hs 148 3 market market NN cord-034058-8lokg6hs 148 4 and and CC cord-034058-8lokg6hs 148 5 week week NN cord-034058-8lokg6hs 148 6 , , , cord-034058-8lokg6hs 148 7 I -PRON- PRP cord-034058-8lokg6hs 148 8 obtain obtain VBP cord-034058-8lokg6hs 148 9 the the DT cord-034058-8lokg6hs 148 10 market market NN cord-034058-8lokg6hs 148 11 share share NN cord-034058-8lokg6hs 148 12 of of IN cord-034058-8lokg6hs 148 13 a a DT cord-034058-8lokg6hs 148 14 movie movie NN cord-034058-8lokg6hs 148 15 by by IN cord-034058-8lokg6hs 148 16 dividing divide VBG cord-034058-8lokg6hs 148 17 its -PRON- PRP$ cord-034058-8lokg6hs 148 18 audience audience NN cord-034058-8lokg6hs 148 19 size size NN cord-034058-8lokg6hs 148 20 by by IN cord-034058-8lokg6hs 148 21 the the DT cord-034058-8lokg6hs 148 22 market market NN cord-034058-8lokg6hs 148 23 size size NN cord-034058-8lokg6hs 148 24 , , , cord-034058-8lokg6hs 148 25 and and CC cord-034058-8lokg6hs 148 26 also also RB cord-034058-8lokg6hs 148 27 create create VB cord-034058-8lokg6hs 148 28 two two CD cord-034058-8lokg6hs 148 29 binary binary JJ cord-034058-8lokg6hs 148 30 variables variable NNS cord-034058-8lokg6hs 148 31 : : : cord-034058-8lokg6hs 148 32 COV cov NN cord-034058-8lokg6hs 148 33 I i NN cord-034058-8lokg6hs 148 34 D D NNP cord-034058-8lokg6hs 148 35 − − NNP cord-034058-8lokg6hs 148 36 19 19 CD cord-034058-8lokg6hs 148 37 and and CC cord-034058-8lokg6hs 148 38 H H NNP cord-034058-8lokg6hs 148 39 oliday oliday NN cord-034058-8lokg6hs 148 40 . . . cord-034058-8lokg6hs 149 1 The the DT cord-034058-8lokg6hs 149 2 former former JJ cord-034058-8lokg6hs 149 3 is be VBZ cord-034058-8lokg6hs 149 4 equal equal JJ cord-034058-8lokg6hs 149 5 to to IN cord-034058-8lokg6hs 149 6 one one CD cord-034058-8lokg6hs 149 7 if if IN cord-034058-8lokg6hs 149 8 the the DT cord-034058-8lokg6hs 149 9 data data NN cord-034058-8lokg6hs 149 10 point point NN cord-034058-8lokg6hs 149 11 occurs occur VBZ cord-034058-8lokg6hs 149 12 after after IN cord-034058-8lokg6hs 149 13 the the DT cord-034058-8lokg6hs 149 14 third third JJ cord-034058-8lokg6hs 149 15 week week NN cord-034058-8lokg6hs 149 16 of of IN cord-034058-8lokg6hs 149 17 January January NNP cord-034058-8lokg6hs 149 18 2020 2020 CD cord-034058-8lokg6hs 149 19 , , , cord-034058-8lokg6hs 149 20 while while IN cord-034058-8lokg6hs 149 21 the the DT cord-034058-8lokg6hs 149 22 latter latter JJ cord-034058-8lokg6hs 149 23 is be VBZ cord-034058-8lokg6hs 149 24 equal equal JJ cord-034058-8lokg6hs 149 25 to to IN cord-034058-8lokg6hs 149 26 one one CD cord-034058-8lokg6hs 149 27 if if IN cord-034058-8lokg6hs 149 28 either either DT cord-034058-8lokg6hs 149 29 Lunar Lunar NNP cord-034058-8lokg6hs 149 30 New New NNP cord-034058-8lokg6hs 149 31 Year Year NNP cord-034058-8lokg6hs 149 32 or or CC cord-034058-8lokg6hs 149 33 Chuseok Chuseok NNP cord-034058-8lokg6hs 149 34 ( ( -LRB- cord-034058-8lokg6hs 149 35 the the DT cord-034058-8lokg6hs 149 36 Korean korean JJ cord-034058-8lokg6hs 149 37 Thanksgiving Thanksgiving NNP cord-034058-8lokg6hs 149 38 Day Day NNP cord-034058-8lokg6hs 149 39 ) ) -RRB- cord-034058-8lokg6hs 149 40 is be VBZ cord-034058-8lokg6hs 149 41 included include VBN cord-034058-8lokg6hs 149 42 in in IN cord-034058-8lokg6hs 149 43 the the DT cord-034058-8lokg6hs 149 44 week week NN cord-034058-8lokg6hs 149 45 . . . cord-034058-8lokg6hs 150 1 Both both DT cord-034058-8lokg6hs 150 2 are be VBP cord-034058-8lokg6hs 150 3 based base VBN cord-034058-8lokg6hs 150 4 on on IN cord-034058-8lokg6hs 150 5 the the DT cord-034058-8lokg6hs 150 6 lunar lunar JJ cord-034058-8lokg6hs 150 7 calendar calendar NN cord-034058-8lokg6hs 150 8 and and CC cord-034058-8lokg6hs 150 9 are be VBP cord-034058-8lokg6hs 150 10 the the DT cord-034058-8lokg6hs 150 11 two two CD cord-034058-8lokg6hs 150 12 largest large JJS cord-034058-8lokg6hs 150 13 holidays holiday NNS cord-034058-8lokg6hs 150 14 in in IN cord-034058-8lokg6hs 150 15 Korea Korea NNP cord-034058-8lokg6hs 150 16 . . . cord-034058-8lokg6hs 151 1 The the DT cord-034058-8lokg6hs 151 2 descriptive descriptive JJ cord-034058-8lokg6hs 151 3 statistics statistic NNS cord-034058-8lokg6hs 151 4 presented present VBN cord-034058-8lokg6hs 151 5 in in IN cord-034058-8lokg6hs 151 6 Table Table NNP cord-034058-8lokg6hs 151 7 1 1 CD cord-034058-8lokg6hs 151 8 show show VBP cord-034058-8lokg6hs 151 9 that that IN cord-034058-8lokg6hs 151 10 on on IN cord-034058-8lokg6hs 151 11 average average PDT cord-034058-8lokg6hs 151 12 a a DT cord-034058-8lokg6hs 151 13 movie movie NN cord-034058-8lokg6hs 151 14 attracts attract VBZ cord-034058-8lokg6hs 151 15 approximately approximately RB cord-034058-8lokg6hs 151 16 8,500 8,500 CD cord-034058-8lokg6hs 151 17 people people NNS cord-034058-8lokg6hs 151 18 in in IN cord-034058-8lokg6hs 151 19 a a DT cord-034058-8lokg6hs 151 20 market market NN cord-034058-8lokg6hs 151 21 in in IN cord-034058-8lokg6hs 151 22 a a DT cord-034058-8lokg6hs 151 23 given give VBN cord-034058-8lokg6hs 151 24 week week NN cord-034058-8lokg6hs 151 25 . . . cord-034058-8lokg6hs 152 1 Equivalently equivalently RB cord-034058-8lokg6hs 152 2 , , , cord-034058-8lokg6hs 152 3 the the DT cord-034058-8lokg6hs 152 4 average average JJ cord-034058-8lokg6hs 152 5 market market NN cord-034058-8lokg6hs 152 6 share share NN cord-034058-8lokg6hs 152 7 is be VBZ cord-034058-8lokg6hs 152 8 0.3 0.3 CD cord-034058-8lokg6hs 152 9 percent percent NN cord-034058-8lokg6hs 152 10 . . . cord-034058-8lokg6hs 153 1 The the DT cord-034058-8lokg6hs 153 2 median median JJ cord-034058-8lokg6hs 153 3 audience audience NN cord-034058-8lokg6hs 153 4 size size NN cord-034058-8lokg6hs 153 5 is be VBZ cord-034058-8lokg6hs 153 6 merely merely RB cord-034058-8lokg6hs 153 7 270 270 CD cord-034058-8lokg6hs 153 8 , , , cord-034058-8lokg6hs 153 9 and and CC cord-034058-8lokg6hs 153 10 thus thus RB cord-034058-8lokg6hs 153 11 , , , cord-034058-8lokg6hs 153 12 the the DT cord-034058-8lokg6hs 153 13 distribution distribution NN cord-034058-8lokg6hs 153 14 of of IN cord-034058-8lokg6hs 153 15 audience audience NN cord-034058-8lokg6hs 153 16 size size NN cord-034058-8lokg6hs 153 17 is be VBZ cord-034058-8lokg6hs 153 18 right right RB cord-034058-8lokg6hs 153 19 - - HYPH cord-034058-8lokg6hs 153 20 skewed skewed JJ cord-034058-8lokg6hs 153 21 . . . cord-034058-8lokg6hs 154 1 The the DT cord-034058-8lokg6hs 154 2 movie movie NN cord-034058-8lokg6hs 154 3 with with IN cord-034058-8lokg6hs 154 4 the the DT cord-034058-8lokg6hs 154 5 maximum maximum JJ cord-034058-8lokg6hs 154 6 market market NN cord-034058-8lokg6hs 154 7 - - HYPH cord-034058-8lokg6hs 154 8 week week NN cord-034058-8lokg6hs 154 9 level level NN cord-034058-8lokg6hs 154 10 audience audience NN cord-034058-8lokg6hs 154 11 size size NN cord-034058-8lokg6hs 154 12 , , , cord-034058-8lokg6hs 154 13 1.6 1.6 CD cord-034058-8lokg6hs 154 14 million million CD cord-034058-8lokg6hs 154 15 , , , cord-034058-8lokg6hs 154 16 is be VBZ cord-034058-8lokg6hs 154 17 Avengers Avengers NNP cord-034058-8lokg6hs 154 18 : : : cord-034058-8lokg6hs 154 19 Endgame Endgame NNP cord-034058-8lokg6hs 154 20 which which WDT cord-034058-8lokg6hs 154 21 was be VBD cord-034058-8lokg6hs 154 22 released release VBN cord-034058-8lokg6hs 154 23 in in IN cord-034058-8lokg6hs 154 24 the the DT cord-034058-8lokg6hs 154 25 last last JJ cord-034058-8lokg6hs 154 26 week week NN cord-034058-8lokg6hs 154 27 of of IN cord-034058-8lokg6hs 154 28 April April NNP cord-034058-8lokg6hs 154 29 2019 2019 CD cord-034058-8lokg6hs 154 30 . . . cord-034058-8lokg6hs 155 1 3 3 CD cord-034058-8lokg6hs 155 2 percent percent NN cord-034058-8lokg6hs 155 3 of of IN cord-034058-8lokg6hs 155 4 observations observation NNS cord-034058-8lokg6hs 155 5 cover cover VBP cord-034058-8lokg6hs 155 6 periods period NNS cord-034058-8lokg6hs 155 7 after after IN cord-034058-8lokg6hs 155 8 the the DT cord-034058-8lokg6hs 155 9 COVID-19 covid-19 JJ cord-034058-8lokg6hs 155 10 outbreak outbreak NN cord-034058-8lokg6hs 155 11 , , , cord-034058-8lokg6hs 155 12 while while IN cord-034058-8lokg6hs 155 13 4 4 CD cord-034058-8lokg6hs 155 14 percent percent NN cord-034058-8lokg6hs 155 15 of of IN cord-034058-8lokg6hs 155 16 observations observation NNS cord-034058-8lokg6hs 155 17 are be VBP cord-034058-8lokg6hs 155 18 from from IN cord-034058-8lokg6hs 155 19 weeks week NNS cord-034058-8lokg6hs 155 20 including include VBG cord-034058-8lokg6hs 155 21 one one CD cord-034058-8lokg6hs 155 22 of of IN cord-034058-8lokg6hs 155 23 the the DT cord-034058-8lokg6hs 155 24 two two CD cord-034058-8lokg6hs 155 25 largest large JJS cord-034058-8lokg6hs 155 26 holidays holiday NNS cord-034058-8lokg6hs 155 27 , , , cord-034058-8lokg6hs 155 28 Lunar Lunar NNP cord-034058-8lokg6hs 155 29 New New NNP cord-034058-8lokg6hs 155 30 Year Year NNP cord-034058-8lokg6hs 155 31 and and CC cord-034058-8lokg6hs 155 32 Chuseok Chuseok NNP cord-034058-8lokg6hs 155 33 . . . cord-034058-8lokg6hs 156 1 Table table NN cord-034058-8lokg6hs 156 2 6 6 CD cord-034058-8lokg6hs 156 3 in in IN cord-034058-8lokg6hs 156 4 the the DT cord-034058-8lokg6hs 156 5 Appendix Appendix NNP cord-034058-8lokg6hs 156 6 compares compare VBZ cord-034058-8lokg6hs 156 7 sales sale NNS cord-034058-8lokg6hs 156 8 during during IN cord-034058-8lokg6hs 156 9 the the DT cord-034058-8lokg6hs 156 10 first first JJ cord-034058-8lokg6hs 156 11 five five CD cord-034058-8lokg6hs 156 12 weeks week NNS cord-034058-8lokg6hs 156 13 after after IN cord-034058-8lokg6hs 156 14 the the DT cord-034058-8lokg6hs 156 15 COVID-19 covid-19 JJ cord-034058-8lokg6hs 156 16 outbreak outbreak NN cord-034058-8lokg6hs 156 17 in in IN cord-034058-8lokg6hs 156 18 2020 2020 CD cord-034058-8lokg6hs 156 19 ( ( -LRB- cord-034058-8lokg6hs 156 20 4th-8th 4th-8th JJ cord-034058-8lokg6hs 156 21 week week NN cord-034058-8lokg6hs 156 22 of of IN cord-034058-8lokg6hs 156 23 the the DT cord-034058-8lokg6hs 156 24 year year NN cord-034058-8lokg6hs 156 25 ) ) -RRB- cord-034058-8lokg6hs 156 26 and and CC cord-034058-8lokg6hs 156 27 the the DT cord-034058-8lokg6hs 156 28 sales sale NNS cord-034058-8lokg6hs 156 29 during during IN cord-034058-8lokg6hs 156 30 the the DT cord-034058-8lokg6hs 156 31 same same JJ cord-034058-8lokg6hs 156 32 period period NN cord-034058-8lokg6hs 156 33 in in IN cord-034058-8lokg6hs 156 34 the the DT cord-034058-8lokg6hs 156 35 previous previous JJ cord-034058-8lokg6hs 156 36 year year NN cord-034058-8lokg6hs 156 37 . . . cord-034058-8lokg6hs 157 1 The the DT cord-034058-8lokg6hs 157 2 table table NN cord-034058-8lokg6hs 157 3 shows show VBZ cord-034058-8lokg6hs 157 4 that that IN cord-034058-8lokg6hs 157 5 the the DT cord-034058-8lokg6hs 157 6 nationwide nationwide JJ cord-034058-8lokg6hs 157 7 box box NN cord-034058-8lokg6hs 157 8 - - HYPH cord-034058-8lokg6hs 157 9 office office NN cord-034058-8lokg6hs 157 10 revenue revenue NN cord-034058-8lokg6hs 157 11 was be VBD cord-034058-8lokg6hs 157 12 196 196 CD cord-034058-8lokg6hs 157 13 million million CD cord-034058-8lokg6hs 157 14 dollars dollar NNS cord-034058-8lokg6hs 157 15 in in IN cord-034058-8lokg6hs 157 16 2019 2019 CD cord-034058-8lokg6hs 157 17 , , , cord-034058-8lokg6hs 157 18 but but CC cord-034058-8lokg6hs 157 19 decreased decrease VBD cord-034058-8lokg6hs 157 20 50 50 CD cord-034058-8lokg6hs 157 21 percent percent NN cord-034058-8lokg6hs 157 22 to to IN cord-034058-8lokg6hs 157 23 102 102 CD cord-034058-8lokg6hs 157 24 million million CD cord-034058-8lokg6hs 157 25 dollars dollar NNS cord-034058-8lokg6hs 157 26 in in IN cord-034058-8lokg6hs 157 27 2020 2020 CD cord-034058-8lokg6hs 157 28 . . . cord-034058-8lokg6hs 158 1 While while IN cord-034058-8lokg6hs 158 2 this this DT cord-034058-8lokg6hs 158 3 decline decline NN cord-034058-8lokg6hs 158 4 could could MD cord-034058-8lokg6hs 158 5 be be VB cord-034058-8lokg6hs 158 6 attributed attribute VBN cord-034058-8lokg6hs 158 7 to to IN cord-034058-8lokg6hs 158 8 reduced reduce VBN cord-034058-8lokg6hs 158 9 underlying underlying JJ cord-034058-8lokg6hs 158 10 movie movie NN cord-034058-8lokg6hs 158 11 demand demand NN cord-034058-8lokg6hs 158 12 , , , cord-034058-8lokg6hs 158 13 the the DT cord-034058-8lokg6hs 158 14 lower low JJR cord-034058-8lokg6hs 158 15 movie movie NN cord-034058-8lokg6hs 158 16 quality quality NN cord-034058-8lokg6hs 158 17 due due IN cord-034058-8lokg6hs 158 18 to to IN cord-034058-8lokg6hs 158 19 the the DT cord-034058-8lokg6hs 158 20 delay delay NN cord-034058-8lokg6hs 158 21 of of IN cord-034058-8lokg6hs 158 22 potentially potentially RB cord-034058-8lokg6hs 158 23 popular popular JJ cord-034058-8lokg6hs 158 24 movies movie NNS cord-034058-8lokg6hs 158 25 could could MD cord-034058-8lokg6hs 158 26 also also RB cord-034058-8lokg6hs 158 27 have have VB cord-034058-8lokg6hs 158 28 caused cause VBN cord-034058-8lokg6hs 158 29 the the DT cord-034058-8lokg6hs 158 30 sales sale NNS cord-034058-8lokg6hs 158 31 drop drop NN cord-034058-8lokg6hs 158 32 . . . cord-034058-8lokg6hs 159 1 In in IN cord-034058-8lokg6hs 159 2 the the DT cord-034058-8lokg6hs 159 3 next next JJ cord-034058-8lokg6hs 159 4 section section NN cord-034058-8lokg6hs 159 5 , , , cord-034058-8lokg6hs 159 6 I -PRON- PRP cord-034058-8lokg6hs 159 7 distinguish distinguish VBP cord-034058-8lokg6hs 159 8 between between IN cord-034058-8lokg6hs 159 9 the the DT cord-034058-8lokg6hs 159 10 two two CD cord-034058-8lokg6hs 159 11 effects effect NNS cord-034058-8lokg6hs 159 12 . . . cord-034058-8lokg6hs 160 1 I -PRON- PRP cord-034058-8lokg6hs 160 2 start start VBP cord-034058-8lokg6hs 160 3 this this DT cord-034058-8lokg6hs 160 4 section section NN cord-034058-8lokg6hs 160 5 with with IN cord-034058-8lokg6hs 160 6 the the DT cord-034058-8lokg6hs 160 7 movie movie NN cord-034058-8lokg6hs 160 8 demand demand NN cord-034058-8lokg6hs 160 9 estimation estimation NN cord-034058-8lokg6hs 160 10 . . . cord-034058-8lokg6hs 161 1 While while IN cord-034058-8lokg6hs 161 2 the the DT cord-034058-8lokg6hs 161 3 demand demand NN cord-034058-8lokg6hs 161 4 estimation estimation NN cord-034058-8lokg6hs 161 5 itself -PRON- PRP cord-034058-8lokg6hs 161 6 is be VBZ cord-034058-8lokg6hs 161 7 interesting interesting JJ cord-034058-8lokg6hs 161 8 and and CC cord-034058-8lokg6hs 161 9 important important JJ cord-034058-8lokg6hs 161 10 , , , cord-034058-8lokg6hs 161 11 the the DT cord-034058-8lokg6hs 161 12 main main JJ cord-034058-8lokg6hs 161 13 goal goal NN cord-034058-8lokg6hs 161 14 of of IN cord-034058-8lokg6hs 161 15 this this DT cord-034058-8lokg6hs 161 16 paper paper NN cord-034058-8lokg6hs 161 17 is be VBZ cord-034058-8lokg6hs 161 18 to to TO cord-034058-8lokg6hs 161 19 quantify quantify VB cord-034058-8lokg6hs 161 20 the the DT cord-034058-8lokg6hs 161 21 revenue revenue NN cord-034058-8lokg6hs 161 22 loss loss NN cord-034058-8lokg6hs 161 23 in in IN cord-034058-8lokg6hs 161 24 the the DT cord-034058-8lokg6hs 161 25 industry industry NN cord-034058-8lokg6hs 161 26 due due IN cord-034058-8lokg6hs 161 27 to to IN cord-034058-8lokg6hs 161 28 the the DT cord-034058-8lokg6hs 161 29 outbreak outbreak NN cord-034058-8lokg6hs 161 30 of of IN cord-034058-8lokg6hs 161 31 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 161 32 . . . cord-034058-8lokg6hs 162 1 Therefore therefore RB cord-034058-8lokg6hs 162 2 , , , cord-034058-8lokg6hs 162 3 I -PRON- PRP cord-034058-8lokg6hs 162 4 consider consider VBP cord-034058-8lokg6hs 162 5 a a DT cord-034058-8lokg6hs 162 6 structural structural JJ cord-034058-8lokg6hs 162 7 model model NN cord-034058-8lokg6hs 162 8 rather rather RB cord-034058-8lokg6hs 162 9 than than IN cord-034058-8lokg6hs 162 10 a a DT cord-034058-8lokg6hs 162 11 reduced reduce VBN cord-034058-8lokg6hs 162 12 - - HYPH cord-034058-8lokg6hs 162 13 form form NN cord-034058-8lokg6hs 162 14 model model NN cord-034058-8lokg6hs 162 15 ; ; : cord-034058-8lokg6hs 162 16 I -PRON- PRP cord-034058-8lokg6hs 162 17 first first RB cord-034058-8lokg6hs 162 18 estimate estimate VBP cord-034058-8lokg6hs 162 19 the the DT cord-034058-8lokg6hs 162 20 discrete discrete JJ cord-034058-8lokg6hs 162 21 - - HYPH cord-034058-8lokg6hs 162 22 choice choice NN cord-034058-8lokg6hs 162 23 model model NN cord-034058-8lokg6hs 162 24 , , , cord-034058-8lokg6hs 162 25 and and CC cord-034058-8lokg6hs 162 26 then then RB cord-034058-8lokg6hs 162 27 , , , cord-034058-8lokg6hs 162 28 using use VBG cord-034058-8lokg6hs 162 29 the the DT cord-034058-8lokg6hs 162 30 estimated estimate VBN cord-034058-8lokg6hs 162 31 demand demand NN cord-034058-8lokg6hs 162 32 parameters parameter NNS cord-034058-8lokg6hs 162 33 , , , cord-034058-8lokg6hs 162 34 I -PRON- PRP cord-034058-8lokg6hs 162 35 conduct conduct VBP cord-034058-8lokg6hs 162 36 counterfactual counterfactual JJ cord-034058-8lokg6hs 162 37 analyses analysis NNS cord-034058-8lokg6hs 162 38 and and CC cord-034058-8lokg6hs 162 39 examine examine VB cord-034058-8lokg6hs 162 40 what what WP cord-034058-8lokg6hs 162 41 box box NN cord-034058-8lokg6hs 162 42 office office NN cord-034058-8lokg6hs 162 43 revenue revenue NN cord-034058-8lokg6hs 162 44 would would MD cord-034058-8lokg6hs 162 45 be be VB cord-034058-8lokg6hs 162 46 had have VBN cord-034058-8lokg6hs 162 47 the the DT cord-034058-8lokg6hs 162 48 outbreak outbreak NN cord-034058-8lokg6hs 162 49 not not RB cord-034058-8lokg6hs 162 50 occurred occur VBD cord-034058-8lokg6hs 162 51 . . . cord-034058-8lokg6hs 163 1 17 17 CD cord-034058-8lokg6hs 164 1 Following follow VBG cord-034058-8lokg6hs 164 2 previous previous JJ cord-034058-8lokg6hs 164 3 literature literature NN cord-034058-8lokg6hs 164 4 on on IN cord-034058-8lokg6hs 164 5 movie movie NN cord-034058-8lokg6hs 164 6 demand demand NN cord-034058-8lokg6hs 164 7 estimation estimation NN cord-034058-8lokg6hs 164 8 ( ( -LRB- cord-034058-8lokg6hs 164 9 Einav Einav NNP cord-034058-8lokg6hs 164 10 2007 2007 CD cord-034058-8lokg6hs 164 11 ; ; : cord-034058-8lokg6hs 164 12 Moul Moul NNP cord-034058-8lokg6hs 164 13 2007 2007 CD cord-034058-8lokg6hs 165 1 ; ; : cord-034058-8lokg6hs 165 2 Leung Leung NNP cord-034058-8lokg6hs 165 3 et et NNP cord-034058-8lokg6hs 165 4 al al NNP cord-034058-8lokg6hs 165 5 . . . cord-034058-8lokg6hs 166 1 2019 2019 CD cord-034058-8lokg6hs 166 2 ) ) -RRB- cord-034058-8lokg6hs 166 3 , , , cord-034058-8lokg6hs 166 4 I -PRON- PRP cord-034058-8lokg6hs 166 5 adopt adopt VBP cord-034058-8lokg6hs 166 6 the the DT cord-034058-8lokg6hs 166 7 nested nested JJ cord-034058-8lokg6hs 166 8 logit logit NN cord-034058-8lokg6hs 166 9 framework framework NN cord-034058-8lokg6hs 166 10 where where WRB cord-034058-8lokg6hs 166 11 all all DT cord-034058-8lokg6hs 166 12 movies movie NNS cord-034058-8lokg6hs 166 13 are be VBP cord-034058-8lokg6hs 166 14 nested nest VBN cord-034058-8lokg6hs 166 15 into into IN cord-034058-8lokg6hs 166 16 one one CD cord-034058-8lokg6hs 166 17 group group NN cord-034058-8lokg6hs 166 18 . . . cord-034058-8lokg6hs 167 1 Specifically specifically RB cord-034058-8lokg6hs 167 2 , , , cord-034058-8lokg6hs 167 3 I -PRON- PRP cord-034058-8lokg6hs 167 4 define define VBP cord-034058-8lokg6hs 167 5 consumer consumer NN cord-034058-8lokg6hs 168 1 i i PRP cord-034058-8lokg6hs 168 2 's be VBZ cord-034058-8lokg6hs 168 3 utility utility NN cord-034058-8lokg6hs 168 4 from from IN cord-034058-8lokg6hs 168 5 watching watch VBG cord-034058-8lokg6hs 168 6 movie movie NN cord-034058-8lokg6hs 168 7 j j NNP cord-034058-8lokg6hs 168 8 in in IN cord-034058-8lokg6hs 168 9 market market NNP cord-034058-8lokg6hs 168 10 m m NNP cord-034058-8lokg6hs 168 11 at at IN cord-034058-8lokg6hs 168 12 time time NN cord-034058-8lokg6hs 168 13 ( ( -LRB- cord-034058-8lokg6hs 168 14 year year NN cord-034058-8lokg6hs 168 15 - - HYPH cord-034058-8lokg6hs 168 16 week week NN cord-034058-8lokg6hs 168 17 ) ) -RRB- cord-034058-8lokg6hs 169 1 t t NNP cord-034058-8lokg6hs 169 2 , , , cord-034058-8lokg6hs 169 3 u u NNP cord-034058-8lokg6hs 169 4 ij ij NNP cord-034058-8lokg6hs 169 5 mt mt NNP cord-034058-8lokg6hs 169 6 , , , cord-034058-8lokg6hs 169 7 and and CC cord-034058-8lokg6hs 169 8 the the DT cord-034058-8lokg6hs 169 9 utility utility NN cord-034058-8lokg6hs 169 10 from from IN cord-034058-8lokg6hs 169 11 the the DT cord-034058-8lokg6hs 169 12 outside outside JJ cord-034058-8lokg6hs 169 13 option option NN cord-034058-8lokg6hs 169 14 , , , cord-034058-8lokg6hs 169 15 u u NNP cord-034058-8lokg6hs 169 16 i0mt i0mt NNP cord-034058-8lokg6hs 169 17 , , , cord-034058-8lokg6hs 169 18 in in IN cord-034058-8lokg6hs 169 19 the the DT cord-034058-8lokg6hs 169 20 following following JJ cord-034058-8lokg6hs 169 21 way way NN cord-034058-8lokg6hs 169 22 : : : cord-034058-8lokg6hs 169 23 ( ( -LRB- cord-034058-8lokg6hs 169 24 1 1 CD cord-034058-8lokg6hs 169 25 ) ) -RRB- cord-034058-8lokg6hs 169 26 17 17 CD cord-034058-8lokg6hs 170 1 In in IN cord-034058-8lokg6hs 170 2 addition addition NN cord-034058-8lokg6hs 170 3 , , , cord-034058-8lokg6hs 170 4 estimation estimation NN cord-034058-8lokg6hs 170 5 of of IN cord-034058-8lokg6hs 170 6 the the DT cord-034058-8lokg6hs 170 7 reduced reduce VBN cord-034058-8lokg6hs 170 8 - - HYPH cord-034058-8lokg6hs 170 9 form form NN cord-034058-8lokg6hs 170 10 model model NN cord-034058-8lokg6hs 170 11 is be VBZ cord-034058-8lokg6hs 170 12 not not RB cord-034058-8lokg6hs 170 13 simpler simple JJR cord-034058-8lokg6hs 170 14 than than IN cord-034058-8lokg6hs 170 15 estimating estimate VBG cord-034058-8lokg6hs 170 16 the the DT cord-034058-8lokg6hs 170 17 nested nest VBN cord-034058-8lokg6hs 170 18 logit logit NN cord-034058-8lokg6hs 170 19 model model NN cord-034058-8lokg6hs 170 20 considered consider VBN cord-034058-8lokg6hs 170 21 here here RB cord-034058-8lokg6hs 170 22 . . . cord-034058-8lokg6hs 171 1 Consider consider VB cord-034058-8lokg6hs 171 2 a a DT cord-034058-8lokg6hs 171 3 reduced reduce VBN cord-034058-8lokg6hs 171 4 - - HYPH cord-034058-8lokg6hs 171 5 form form NN cord-034058-8lokg6hs 171 6 model model NN cord-034058-8lokg6hs 171 7 where where WRB cord-034058-8lokg6hs 171 8 the the DT cord-034058-8lokg6hs 171 9 audience audience NN cord-034058-8lokg6hs 171 10 size size NN cord-034058-8lokg6hs 171 11 of of IN cord-034058-8lokg6hs 171 12 a a DT cord-034058-8lokg6hs 171 13 movie movie NN cord-034058-8lokg6hs 171 14 or or CC cord-034058-8lokg6hs 171 15 its -PRON- PRP$ cord-034058-8lokg6hs 171 16 revenue revenue NN cord-034058-8lokg6hs 171 17 is be VBZ cord-034058-8lokg6hs 171 18 the the DT cord-034058-8lokg6hs 171 19 dependent dependent JJ cord-034058-8lokg6hs 171 20 variable variable NN cord-034058-8lokg6hs 171 21 . . . cord-034058-8lokg6hs 172 1 Since since IN cord-034058-8lokg6hs 172 2 the the DT cord-034058-8lokg6hs 172 3 revenue revenue NN cord-034058-8lokg6hs 172 4 depends depend VBZ cord-034058-8lokg6hs 172 5 on on IN cord-034058-8lokg6hs 172 6 the the DT cord-034058-8lokg6hs 172 7 release release NN cord-034058-8lokg6hs 172 8 - - HYPH cord-034058-8lokg6hs 172 9 timing timing NN cord-034058-8lokg6hs 172 10 of of IN cord-034058-8lokg6hs 172 11 other other JJ cord-034058-8lokg6hs 172 12 movies movie NNS cord-034058-8lokg6hs 172 13 , , , cord-034058-8lokg6hs 172 14 control control NN cord-034058-8lokg6hs 172 15 variables variable NNS cord-034058-8lokg6hs 172 16 such such JJ cord-034058-8lokg6hs 172 17 as as IN cord-034058-8lokg6hs 172 18 the the DT cord-034058-8lokg6hs 172 19 number number NN cord-034058-8lokg6hs 172 20 of of IN cord-034058-8lokg6hs 172 21 movies movie NNS cord-034058-8lokg6hs 172 22 or or CC cord-034058-8lokg6hs 172 23 a a DT cord-034058-8lokg6hs 172 24 measure measure NN cord-034058-8lokg6hs 172 25 of of IN cord-034058-8lokg6hs 172 26 rival rival JJ cord-034058-8lokg6hs 172 27 movies movie NNS cord-034058-8lokg6hs 172 28 ' ' POS cord-034058-8lokg6hs 172 29 quality quality NN cord-034058-8lokg6hs 172 30 should should MD cord-034058-8lokg6hs 172 31 be be VB cord-034058-8lokg6hs 172 32 included include VBN cord-034058-8lokg6hs 172 33 in in IN cord-034058-8lokg6hs 172 34 the the DT cord-034058-8lokg6hs 172 35 model model NN cord-034058-8lokg6hs 172 36 . . . cord-034058-8lokg6hs 173 1 This this DT cord-034058-8lokg6hs 173 2 requires require VBZ cord-034058-8lokg6hs 173 3 instrumental instrumental JJ cord-034058-8lokg6hs 173 4 variables variable NNS cord-034058-8lokg6hs 173 5 as as RB cord-034058-8lokg6hs 173 6 well well RB cord-034058-8lokg6hs 173 7 as as IN cord-034058-8lokg6hs 173 8 a a DT cord-034058-8lokg6hs 173 9 proxy proxy NN cord-034058-8lokg6hs 173 10 variable variable NN cord-034058-8lokg6hs 173 11 for for IN cord-034058-8lokg6hs 173 12 the the DT cord-034058-8lokg6hs 173 13 movie movie NN cord-034058-8lokg6hs 173 14 quality quality NN cord-034058-8lokg6hs 173 15 . . . cord-034058-8lokg6hs 174 1 where where WRB cord-034058-8lokg6hs 174 2 the the DT cord-034058-8lokg6hs 174 3 mean mean JJ cord-034058-8lokg6hs 174 4 utility utility NN cord-034058-8lokg6hs 174 5 of of IN cord-034058-8lokg6hs 174 6 movie movie NN cord-034058-8lokg6hs 174 7 j j NNP cord-034058-8lokg6hs 174 8 , , , cord-034058-8lokg6hs 174 9 δ δ NNP cord-034058-8lokg6hs 174 10 jmt jmt NNP cord-034058-8lokg6hs 174 11 , , , cord-034058-8lokg6hs 174 12 depends depend VBZ cord-034058-8lokg6hs 174 13 on on IN cord-034058-8lokg6hs 174 14 movie movie NN cord-034058-8lokg6hs 174 15 specific specific JJ cord-034058-8lokg6hs 174 16 effect effect NN cord-034058-8lokg6hs 175 1 α α NNP cord-034058-8lokg6hs 175 2 j j NNP cord-034058-8lokg6hs 175 3 , , , cord-034058-8lokg6hs 175 4 the the DT cord-034058-8lokg6hs 175 5 number number NN cord-034058-8lokg6hs 175 6 of of IN cord-034058-8lokg6hs 175 7 weeks week NNS cord-034058-8lokg6hs 175 8 since since IN cord-034058-8lokg6hs 175 9 release release NN cord-034058-8lokg6hs 175 10 r r NNP cord-034058-8lokg6hs 175 11 jt jt NNP cord-034058-8lokg6hs 175 12 , , , cord-034058-8lokg6hs 175 13 18 18 CD cord-034058-8lokg6hs 175 14 a a DT cord-034058-8lokg6hs 175 15 vector vector NN cord-034058-8lokg6hs 175 16 of of IN cord-034058-8lokg6hs 175 17 market market NN cord-034058-8lokg6hs 175 18 demand demand NN cord-034058-8lokg6hs 175 19 shifters shifter NNS cord-034058-8lokg6hs 175 20 x x SYM cord-034058-8lokg6hs 175 21 mt mt NNP cord-034058-8lokg6hs 175 22 , , , cord-034058-8lokg6hs 175 23 and and CC cord-034058-8lokg6hs 175 24 the the DT cord-034058-8lokg6hs 175 25 movie movie NN cord-034058-8lokg6hs 175 26 - - HYPH cord-034058-8lokg6hs 175 27 market market NN cord-034058-8lokg6hs 175 28 - - HYPH cord-034058-8lokg6hs 175 29 week week NN cord-034058-8lokg6hs 175 30 specific specific JJ cord-034058-8lokg6hs 175 31 variation variation NN cord-034058-8lokg6hs 175 32 in in IN cord-034058-8lokg6hs 175 33 utility utility NN cord-034058-8lokg6hs 175 34 ξ ξ NNS cord-034058-8lokg6hs 175 35 jmt jmt NNP cord-034058-8lokg6hs 175 36 , , , cord-034058-8lokg6hs 175 37 which which WDT cord-034058-8lokg6hs 175 38 is be VBZ cord-034058-8lokg6hs 175 39 assumed assume VBN cord-034058-8lokg6hs 175 40 to to TO cord-034058-8lokg6hs 175 41 be be VB cord-034058-8lokg6hs 175 42 uncorrelated uncorrelated JJ cord-034058-8lokg6hs 175 43 across across IN cord-034058-8lokg6hs 175 44 markets market NNS cord-034058-8lokg6hs 175 45 . . . cord-034058-8lokg6hs 176 1 v v LS cord-034058-8lokg6hs 176 2 imt imt NNP cord-034058-8lokg6hs 177 1 + + CC cord-034058-8lokg6hs 178 1 ( ( -LRB- cord-034058-8lokg6hs 178 2 1 1 CD cord-034058-8lokg6hs 178 3 − − NN cord-034058-8lokg6hs 178 4 σ σ NN cord-034058-8lokg6hs 178 5 ) ) -RRB- cord-034058-8lokg6hs 179 1 ε ε NNP cord-034058-8lokg6hs 179 2 ij ij NNP cord-034058-8lokg6hs 179 3 mt mt NNP cord-034058-8lokg6hs 179 4 is be VBZ cord-034058-8lokg6hs 179 5 the the DT cord-034058-8lokg6hs 179 6 idiosyncratic idiosyncratic JJ cord-034058-8lokg6hs 179 7 taste taste NN cord-034058-8lokg6hs 179 8 shock shock NN cord-034058-8lokg6hs 179 9 where where WRB cord-034058-8lokg6hs 179 10 v v NNP cord-034058-8lokg6hs 179 11 imt imt NNP cord-034058-8lokg6hs 179 12 is be VBZ cord-034058-8lokg6hs 179 13 common common JJ cord-034058-8lokg6hs 179 14 to to IN cord-034058-8lokg6hs 179 15 all all DT cord-034058-8lokg6hs 179 16 movies movie NNS cord-034058-8lokg6hs 179 17 for for IN cord-034058-8lokg6hs 179 18 consumer consumer NN cord-034058-8lokg6hs 179 19 i i PRP cord-034058-8lokg6hs 179 20 and and CC cord-034058-8lokg6hs 179 21 its -PRON- PRP$ cord-034058-8lokg6hs 179 22 distribution distribution NN cord-034058-8lokg6hs 179 23 depends depend VBZ cord-034058-8lokg6hs 179 24 on on IN cord-034058-8lokg6hs 179 25 the the DT cord-034058-8lokg6hs 179 26 parameter parameter NN cord-034058-8lokg6hs 179 27 σ σ NN cord-034058-8lokg6hs 179 28 ∈ ∈ VBP cord-034058-8lokg6hs 179 29 [ [ -LRB- cord-034058-8lokg6hs 179 30 0 0 CD cord-034058-8lokg6hs 179 31 , , , cord-034058-8lokg6hs 179 32 1 1 CD cord-034058-8lokg6hs 179 33 ] ] -RRB- cord-034058-8lokg6hs 179 34 . . . cord-034058-8lokg6hs 180 1 Assuming assume VBG cord-034058-8lokg6hs 180 2 that that IN cord-034058-8lokg6hs 180 3 ε ε NNP cord-034058-8lokg6hs 180 4 ij ij NNP cord-034058-8lokg6hs 180 5 mt mt NNP cord-034058-8lokg6hs 180 6 is be VBZ cord-034058-8lokg6hs 180 7 an an DT cord-034058-8lokg6hs 180 8 i.i.d i.i.d JJ cord-034058-8lokg6hs 180 9 extreme extreme JJ cord-034058-8lokg6hs 180 10 value value NN cord-034058-8lokg6hs 180 11 random random JJ cord-034058-8lokg6hs 180 12 variable variable NN cord-034058-8lokg6hs 180 13 , , , cord-034058-8lokg6hs 180 14 v v NNP cord-034058-8lokg6hs 180 15 imt imt NNP cord-034058-8lokg6hs 180 16 + + CC cord-034058-8lokg6hs 181 1 ( ( -LRB- cord-034058-8lokg6hs 181 2 1 1 CD cord-034058-8lokg6hs 181 3 − − NN cord-034058-8lokg6hs 181 4 σ σ NN cord-034058-8lokg6hs 181 5 ) ) -RRB- cord-034058-8lokg6hs 182 1 ε ε NNP cord-034058-8lokg6hs 182 2 ij ij NNP cord-034058-8lokg6hs 182 3 mt mt NNP cord-034058-8lokg6hs 182 4 is be VBZ cord-034058-8lokg6hs 182 5 also also RB cord-034058-8lokg6hs 182 6 extreme extreme JJ cord-034058-8lokg6hs 182 7 value value NN cord-034058-8lokg6hs 182 8 distributed distribute VBN cord-034058-8lokg6hs 182 9 ( ( -LRB- cord-034058-8lokg6hs 182 10 Cardell Cardell NNP cord-034058-8lokg6hs 182 11 1997 1997 CD cord-034058-8lokg6hs 182 12 ; ; : cord-034058-8lokg6hs 182 13 Berry Berry NNP cord-034058-8lokg6hs 182 14 1994 1994 CD cord-034058-8lokg6hs 182 15 ) ) -RRB- cord-034058-8lokg6hs 182 16 . . . cord-034058-8lokg6hs 183 1 Under under IN cord-034058-8lokg6hs 183 2 this this DT cord-034058-8lokg6hs 183 3 specification specification NN cord-034058-8lokg6hs 183 4 , , , cord-034058-8lokg6hs 183 5 σ σ NNP cord-034058-8lokg6hs 183 6 captures capture VBZ cord-034058-8lokg6hs 183 7 the the DT cord-034058-8lokg6hs 183 8 substitution substitution NN cord-034058-8lokg6hs 183 9 between between IN cord-034058-8lokg6hs 183 10 going go VBG cord-034058-8lokg6hs 183 11 to to IN cord-034058-8lokg6hs 183 12 the the DT cord-034058-8lokg6hs 183 13 cinema cinema NN cord-034058-8lokg6hs 183 14 and and CC cord-034058-8lokg6hs 183 15 the the DT cord-034058-8lokg6hs 183 16 outside outside JJ cord-034058-8lokg6hs 183 17 option option NN cord-034058-8lokg6hs 183 18 of of IN cord-034058-8lokg6hs 183 19 not not RB cord-034058-8lokg6hs 183 20 watching watch VBG cord-034058-8lokg6hs 183 21 any any DT cord-034058-8lokg6hs 183 22 movie movie NN cord-034058-8lokg6hs 183 23 ( ( -LRB- cord-034058-8lokg6hs 183 24 Einav Einav NNP cord-034058-8lokg6hs 183 25 2007 2007 CD cord-034058-8lokg6hs 183 26 ) ) -RRB- cord-034058-8lokg6hs 183 27 . . . cord-034058-8lokg6hs 184 1 The the DT cord-034058-8lokg6hs 184 2 industry industry NN cord-034058-8lokg6hs 184 3 market market NN cord-034058-8lokg6hs 184 4 share share NN cord-034058-8lokg6hs 184 5 , , , cord-034058-8lokg6hs 184 6 that that RB cord-034058-8lokg6hs 184 7 is is RB cord-034058-8lokg6hs 184 8 , , , cord-034058-8lokg6hs 184 9 the the DT cord-034058-8lokg6hs 184 10 nested nest VBN cord-034058-8lokg6hs 184 11 logit logit NN cord-034058-8lokg6hs 184 12 probability probability NN cord-034058-8lokg6hs 184 13 of of IN cord-034058-8lokg6hs 184 14 going go VBG cord-034058-8lokg6hs 184 15 to to IN cord-034058-8lokg6hs 184 16 the the DT cord-034058-8lokg6hs 184 17 cinema cinema NN cord-034058-8lokg6hs 184 18 , , , cord-034058-8lokg6hs 184 19 is be VBZ cord-034058-8lokg6hs 184 20 and and CC cord-034058-8lokg6hs 184 21 F F NNP cord-034058-8lokg6hs 184 22 mt mt NNP cord-034058-8lokg6hs 184 23 is be VBZ cord-034058-8lokg6hs 184 24 the the DT cord-034058-8lokg6hs 184 25 set set NN cord-034058-8lokg6hs 184 26 of of IN cord-034058-8lokg6hs 184 27 available available JJ cord-034058-8lokg6hs 184 28 movies movie NNS cord-034058-8lokg6hs 184 29 . . . cord-034058-8lokg6hs 185 1 Note note VB cord-034058-8lokg6hs 185 2 that that IN cord-034058-8lokg6hs 185 3 s s VBZ cord-034058-8lokg6hs 185 4 mt mt NNP cord-034058-8lokg6hs 185 5 increases increase VBZ cord-034058-8lokg6hs 185 6 as as IN cord-034058-8lokg6hs 185 7 σ σ NNP cord-034058-8lokg6hs 185 8 decreases decrease VBZ cord-034058-8lokg6hs 185 9 . . . cord-034058-8lokg6hs 186 1 Hence hence RB cord-034058-8lokg6hs 186 2 , , , cord-034058-8lokg6hs 186 3 when when WRB cord-034058-8lokg6hs 186 4 σ σ NNP cord-034058-8lokg6hs 186 5 is be VBZ cord-034058-8lokg6hs 186 6 small small JJ cord-034058-8lokg6hs 186 7 , , , cord-034058-8lokg6hs 186 8 the the DT cord-034058-8lokg6hs 186 9 market market NN cord-034058-8lokg6hs 186 10 expansion expansion NN cord-034058-8lokg6hs 186 11 effect effect NN cord-034058-8lokg6hs 186 12 dominates dominate VBZ cord-034058-8lokg6hs 186 13 the the DT cord-034058-8lokg6hs 186 14 business business NN cord-034058-8lokg6hs 186 15 stealing stealing NN cord-034058-8lokg6hs 186 16 effect effect NN cord-034058-8lokg6hs 186 17 . . . cord-034058-8lokg6hs 187 1 19 19 CD cord-034058-8lokg6hs 188 1 In in IN cord-034058-8lokg6hs 188 2 contrast contrast NN cord-034058-8lokg6hs 188 3 , , , cord-034058-8lokg6hs 188 4 when when WRB cord-034058-8lokg6hs 188 5 σ σ NNP cord-034058-8lokg6hs 188 6 is be VBZ cord-034058-8lokg6hs 188 7 close close JJ cord-034058-8lokg6hs 188 8 to to IN cord-034058-8lokg6hs 188 9 one one CD cord-034058-8lokg6hs 188 10 , , , cord-034058-8lokg6hs 188 11 movies movie NNS cord-034058-8lokg6hs 188 12 are be VBP cord-034058-8lokg6hs 188 13 competing compete VBG cord-034058-8lokg6hs 188 14 for for IN cord-034058-8lokg6hs 188 15 a a DT cord-034058-8lokg6hs 188 16 given give VBN cord-034058-8lokg6hs 188 17 number number NN cord-034058-8lokg6hs 188 18 of of IN cord-034058-8lokg6hs 188 19 movie movie NN cord-034058-8lokg6hs 188 20 goers goer NNS cord-034058-8lokg6hs 188 21 . . . cord-034058-8lokg6hs 189 1 The the DT cord-034058-8lokg6hs 189 2 predicted predict VBN cord-034058-8lokg6hs 189 3 market market NN cord-034058-8lokg6hs 189 4 share share NN cord-034058-8lokg6hs 189 5 of of IN cord-034058-8lokg6hs 189 6 movie movie NN cord-034058-8lokg6hs 189 7 j j NNP cord-034058-8lokg6hs 189 8 and and CC cord-034058-8lokg6hs 189 9 the the DT cord-034058-8lokg6hs 189 10 market market NN cord-034058-8lokg6hs 189 11 share share NN cord-034058-8lokg6hs 189 12 of of IN cord-034058-8lokg6hs 189 13 the the DT cord-034058-8lokg6hs 189 14 outside outside JJ cord-034058-8lokg6hs 189 15 option option NN cord-034058-8lokg6hs 189 16 is be VBZ cord-034058-8lokg6hs 189 17 From from IN cord-034058-8lokg6hs 189 18 Eqs Eqs NNP cord-034058-8lokg6hs 189 19 . . . cord-034058-8lokg6hs 190 1 2 2 CD cord-034058-8lokg6hs 190 2 and and CC cord-034058-8lokg6hs 190 3 3 3 CD cord-034058-8lokg6hs 190 4 , , , cord-034058-8lokg6hs 190 5 I -PRON- PRP cord-034058-8lokg6hs 190 6 obtain obtain VBP cord-034058-8lokg6hs 190 7 a a DT cord-034058-8lokg6hs 190 8 linear linear JJ cord-034058-8lokg6hs 190 9 regression regression NN cord-034058-8lokg6hs 190 10 model model NN cord-034058-8lokg6hs 190 11 : : : cord-034058-8lokg6hs 190 12 The the DT cord-034058-8lokg6hs 190 13 vector vector NN cord-034058-8lokg6hs 190 14 x x SYM cord-034058-8lokg6hs 190 15 mt mt NNP cord-034058-8lokg6hs 190 16 includes include VBZ cord-034058-8lokg6hs 190 17 the the DT cord-034058-8lokg6hs 190 18 two two CD cord-034058-8lokg6hs 190 19 binary binary JJ cord-034058-8lokg6hs 190 20 variables variable NNS cord-034058-8lokg6hs 190 21 that that WDT cord-034058-8lokg6hs 190 22 are be VBP cord-034058-8lokg6hs 190 23 described describe VBN cord-034058-8lokg6hs 190 24 in in IN cord-034058-8lokg6hs 190 25 the the DT cord-034058-8lokg6hs 190 26 previous previous JJ cord-034058-8lokg6hs 190 27 section section NN cord-034058-8lokg6hs 190 28 , , , cord-034058-8lokg6hs 190 29 COV COV NNP cord-034058-8lokg6hs 190 30 I i NN cord-034058-8lokg6hs 190 31 D D NNP cord-034058-8lokg6hs 190 32 − − NNP cord-034058-8lokg6hs 190 33 19 19 CD cord-034058-8lokg6hs 190 34 and and CC cord-034058-8lokg6hs 190 35 H H NNP cord-034058-8lokg6hs 190 36 oliday oliday NN cord-034058-8lokg6hs 190 37 , , , cord-034058-8lokg6hs 190 38 as as RB cord-034058-8lokg6hs 190 39 well well RB cord-034058-8lokg6hs 190 40 as as IN cord-034058-8lokg6hs 190 41 market market NN cord-034058-8lokg6hs 190 42 and and CC cord-034058-8lokg6hs 190 43 week week NN cord-034058-8lokg6hs 190 44 fixed fix VBN cord-034058-8lokg6hs 190 45 effects effect NNS cord-034058-8lokg6hs 190 46 that that WDT cord-034058-8lokg6hs 190 47 control control NN cord-034058-8lokg6hs 190 48 for for IN cord-034058-8lokg6hs 190 49 unobserved unobserved JJ cord-034058-8lokg6hs 190 50 market market NN cord-034058-8lokg6hs 190 51 conditions condition NNS cord-034058-8lokg6hs 190 52 and and CC cord-034058-8lokg6hs 190 53 seasonality seasonality NN cord-034058-8lokg6hs 190 54 in in IN cord-034058-8lokg6hs 190 55 the the DT cord-034058-8lokg6hs 190 56 underlying underlying JJ cord-034058-8lokg6hs 190 57 movie movie NN cord-034058-8lokg6hs 190 58 demand demand NN cord-034058-8lokg6hs 190 59 , , , cord-034058-8lokg6hs 190 60 respectively respectively RB cord-034058-8lokg6hs 190 61 . . . cord-034058-8lokg6hs 191 1 Given give VBN cord-034058-8lokg6hs 191 2 that that IN cord-034058-8lokg6hs 191 3 the the DT cord-034058-8lokg6hs 191 4 degree degree NN cord-034058-8lokg6hs 191 5 of of IN cord-034058-8lokg6hs 191 6 social social JJ cord-034058-8lokg6hs 191 7 distancing distancing NN cord-034058-8lokg6hs 191 8 may may MD cord-034058-8lokg6hs 191 9 differ differ VB cord-034058-8lokg6hs 191 10 across across IN cord-034058-8lokg6hs 191 11 markets market NNS cord-034058-8lokg6hs 191 12 , , , cord-034058-8lokg6hs 191 13 I -PRON- PRP cord-034058-8lokg6hs 191 14 interact interact VBP cord-034058-8lokg6hs 191 15 COV cov NN cord-034058-8lokg6hs 191 16 I i NN cord-034058-8lokg6hs 191 17 D D NNP cord-034058-8lokg6hs 191 18 − − NNP cord-034058-8lokg6hs 191 19 19 19 CD cord-034058-8lokg6hs 191 20 with with IN cord-034058-8lokg6hs 191 21 market market NN cord-034058-8lokg6hs 191 22 dummies dummy NNS cord-034058-8lokg6hs 191 23 . . . cord-034058-8lokg6hs 192 1 20 20 CD cord-034058-8lokg6hs 192 2 Note note VB cord-034058-8lokg6hs 192 3 that that IN cord-034058-8lokg6hs 192 4 since since IN cord-034058-8lokg6hs 192 5 the the DT cord-034058-8lokg6hs 192 6 two two CD cord-034058-8lokg6hs 192 7 holidays holiday NNS cord-034058-8lokg6hs 192 8 -Lunar -Lunar VBZ cord-034058-8lokg6hs 192 9 New New NNP cord-034058-8lokg6hs 192 10 Year Year NNP cord-034058-8lokg6hs 192 11 and and CC cord-034058-8lokg6hs 192 12 Chuseok Chuseok NNP cord-034058-8lokg6hs 192 13 -are -are : cord-034058-8lokg6hs 192 14 celebrated celebrate VBN cord-034058-8lokg6hs 192 15 in in IN cord-034058-8lokg6hs 192 16 different different JJ cord-034058-8lokg6hs 192 17 calendar calendar NN cord-034058-8lokg6hs 192 18 weeks week NNS cord-034058-8lokg6hs 192 19 each each DT cord-034058-8lokg6hs 192 20 year year NN cord-034058-8lokg6hs 192 21 , , , cord-034058-8lokg6hs 192 22 the the DT cord-034058-8lokg6hs 192 23 effect effect NN cord-034058-8lokg6hs 192 24 of of IN cord-034058-8lokg6hs 192 25 these these DT cord-034058-8lokg6hs 192 26 holidays holiday NNS cord-034058-8lokg6hs 192 27 can can MD cord-034058-8lokg6hs 192 28 be be VB cord-034058-8lokg6hs 192 29 identified identify VBN cord-034058-8lokg6hs 192 30 separately separately RB cord-034058-8lokg6hs 192 31 from from IN cord-034058-8lokg6hs 192 32 week week NN cord-034058-8lokg6hs 192 33 fixed fix VBN cord-034058-8lokg6hs 192 34 effects effect NNS cord-034058-8lokg6hs 192 35 . . . cord-034058-8lokg6hs 193 1 For for IN cord-034058-8lokg6hs 193 2 instance instance NN cord-034058-8lokg6hs 193 3 , , , cord-034058-8lokg6hs 193 4 the the DT cord-034058-8lokg6hs 193 5 Lunar Lunar NNP cord-034058-8lokg6hs 193 6 New New NNP cord-034058-8lokg6hs 193 7 Year Year NNP cord-034058-8lokg6hs 193 8 holiday holiday NN cord-034058-8lokg6hs 193 9 was be VBD cord-034058-8lokg6hs 193 10 in in IN cord-034058-8lokg6hs 193 11 the the DT cord-034058-8lokg6hs 193 12 sixth sixth JJ cord-034058-8lokg6hs 193 13 week week NN cord-034058-8lokg6hs 193 14 of of IN cord-034058-8lokg6hs 193 15 2019 2019 CD cord-034058-8lokg6hs 193 16 , , , cord-034058-8lokg6hs 193 17 whereas whereas IN cord-034058-8lokg6hs 193 18 it -PRON- PRP cord-034058-8lokg6hs 193 19 was be VBD cord-034058-8lokg6hs 193 20 in in IN cord-034058-8lokg6hs 193 21 the the DT cord-034058-8lokg6hs 193 22 fifth fifth JJ cord-034058-8lokg6hs 193 23 week week NN cord-034058-8lokg6hs 193 24 of of IN cord-034058-8lokg6hs 193 25 2020 2020 CD cord-034058-8lokg6hs 193 26 . . . cord-034058-8lokg6hs 193 27 _SP cord-034058-8lokg6hs 194 1 The the DT cord-034058-8lokg6hs 194 2 identification identification NN cord-034058-8lokg6hs 194 3 of of IN cord-034058-8lokg6hs 194 4 movie movie NN cord-034058-8lokg6hs 194 5 fixed fix VBN cord-034058-8lokg6hs 194 6 effects effect NNS cord-034058-8lokg6hs 194 7 ( ( -LRB- cord-034058-8lokg6hs 194 8 movie movie NN cord-034058-8lokg6hs 194 9 quality quality NN cord-034058-8lokg6hs 194 10 ) ) -RRB- cord-034058-8lokg6hs 194 11 and and CC cord-034058-8lokg6hs 194 12 the the DT cord-034058-8lokg6hs 194 13 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 194 14 effect effect NN cord-034058-8lokg6hs 194 15 hinges hinge NNS cord-034058-8lokg6hs 194 16 on on IN cord-034058-8lokg6hs 194 17 the the DT cord-034058-8lokg6hs 194 18 presence presence NN cord-034058-8lokg6hs 194 19 of of IN cord-034058-8lokg6hs 194 20 movies movie NNS cord-034058-8lokg6hs 194 21 that that WDT cord-034058-8lokg6hs 194 22 were be VBD cord-034058-8lokg6hs 194 23 released release VBN cord-034058-8lokg6hs 194 24 before before IN cord-034058-8lokg6hs 194 25 the the DT cord-034058-8lokg6hs 194 26 COVID-19 covid-19 JJ cord-034058-8lokg6hs 194 27 outbreak outbreak NN cord-034058-8lokg6hs 194 28 and and CC cord-034058-8lokg6hs 194 29 played play VBD cord-034058-8lokg6hs 194 30 during during IN cord-034058-8lokg6hs 194 31 the the DT cord-034058-8lokg6hs 194 32 pandemic pandemic NN cord-034058-8lokg6hs 194 33 . . . cord-034058-8lokg6hs 195 1 As as IN cord-034058-8lokg6hs 195 2 an an DT cord-034058-8lokg6hs 195 3 illustration illustration NN cord-034058-8lokg6hs 195 4 , , , cord-034058-8lokg6hs 195 5 suppose suppose VB cord-034058-8lokg6hs 195 6 that that IN cord-034058-8lokg6hs 195 7 there there EX cord-034058-8lokg6hs 195 8 are be VBP cord-034058-8lokg6hs 195 9 two two CD cord-034058-8lokg6hs 195 10 years year NNS cord-034058-8lokg6hs 195 11 , , , cord-034058-8lokg6hs 195 12 y y NNP cord-034058-8lokg6hs 195 13 1 1 CD cord-034058-8lokg6hs 195 14 and and CC cord-034058-8lokg6hs 195 15 y y NNP cord-034058-8lokg6hs 195 16 2 2 CD cord-034058-8lokg6hs 195 17 , , , cord-034058-8lokg6hs 195 18 each each DT cord-034058-8lokg6hs 195 19 of of IN cord-034058-8lokg6hs 195 20 which which WDT cord-034058-8lokg6hs 195 21 is be VBZ cord-034058-8lokg6hs 195 22 composed compose VBN cord-034058-8lokg6hs 195 23 of of IN cord-034058-8lokg6hs 195 24 two two CD cord-034058-8lokg6hs 195 25 seasons season NNS cord-034058-8lokg6hs 195 26 : : : cord-034058-8lokg6hs 195 27 summer summer NN cord-034058-8lokg6hs 195 28 and and CC cord-034058-8lokg6hs 195 29 winter winter NN cord-034058-8lokg6hs 195 30 . . . cord-034058-8lokg6hs 196 1 Due due IN cord-034058-8lokg6hs 196 2 to to IN cord-034058-8lokg6hs 196 3 the the DT cord-034058-8lokg6hs 196 4 seasonality seasonality NN cord-034058-8lokg6hs 196 5 in in IN cord-034058-8lokg6hs 196 6 movie movie NN cord-034058-8lokg6hs 196 7 demand demand NN cord-034058-8lokg6hs 196 8 , , , cord-034058-8lokg6hs 196 9 the the DT cord-034058-8lokg6hs 196 10 market market NN cord-034058-8lokg6hs 196 11 size size NN cord-034058-8lokg6hs 196 12 is be VBZ cord-034058-8lokg6hs 196 13 one one CD cord-034058-8lokg6hs 196 14 in in IN cord-034058-8lokg6hs 196 15 the the DT cord-034058-8lokg6hs 196 16 summer summer NN cord-034058-8lokg6hs 196 17 and and CC cord-034058-8lokg6hs 196 18 M M NNP cord-034058-8lokg6hs 196 19 > > XX cord-034058-8lokg6hs 196 20 1 1 CD cord-034058-8lokg6hs 196 21 in in IN cord-034058-8lokg6hs 196 22 the the DT cord-034058-8lokg6hs 196 23 winter winter NN cord-034058-8lokg6hs 196 24 . . . cord-034058-8lokg6hs 197 1 Starting start VBG cord-034058-8lokg6hs 197 2 from from IN cord-034058-8lokg6hs 197 3 the the DT cord-034058-8lokg6hs 197 4 summer summer NN cord-034058-8lokg6hs 197 5 of of IN cord-034058-8lokg6hs 197 6 y y NNP cord-034058-8lokg6hs 197 7 1 1 CD cord-034058-8lokg6hs 197 8 , , , cord-034058-8lokg6hs 197 9 three three CD cord-034058-8lokg6hs 197 10 movies movie NNS cord-034058-8lokg6hs 197 11 ( ( -LRB- cord-034058-8lokg6hs 197 12 m m NNP cord-034058-8lokg6hs 197 13 1 1 CD cord-034058-8lokg6hs 197 14 with with IN cord-034058-8lokg6hs 197 15 quality quality NN cord-034058-8lokg6hs 197 16 θ θ NN cord-034058-8lokg6hs 197 17 1 1 CD cord-034058-8lokg6hs 197 18 ( ( -LRB- cord-034058-8lokg6hs 197 19 normalized normalize VBN cord-034058-8lokg6hs 197 20 to to IN cord-034058-8lokg6hs 197 21 one one CD cord-034058-8lokg6hs 197 22 ) ) -RRB- cord-034058-8lokg6hs 197 23 , , , cord-034058-8lokg6hs 197 24 m m NNP cord-034058-8lokg6hs 197 25 2 2 CD cord-034058-8lokg6hs 197 26 with with IN cord-034058-8lokg6hs 197 27 quality quality NN cord-034058-8lokg6hs 197 28 θ θ NN cord-034058-8lokg6hs 197 29 2 2 CD cord-034058-8lokg6hs 197 30 , , , cord-034058-8lokg6hs 197 31 and and CC cord-034058-8lokg6hs 197 32 m m NNP cord-034058-8lokg6hs 197 33 3 3 CD cord-034058-8lokg6hs 197 34 with with IN cord-034058-8lokg6hs 197 35 quality quality NN cord-034058-8lokg6hs 197 36 θ θ NN cord-034058-8lokg6hs 197 37 3 3 CD cord-034058-8lokg6hs 197 38 ) ) -RRB- cord-034058-8lokg6hs 197 39 are be VBP cord-034058-8lokg6hs 197 40 released release VBN cord-034058-8lokg6hs 197 41 one one CD cord-034058-8lokg6hs 197 42 after after IN cord-034058-8lokg6hs 197 43 another another DT cord-034058-8lokg6hs 197 44 and and CC cord-034058-8lokg6hs 197 45 played play VBD cord-034058-8lokg6hs 197 46 for for IN cord-034058-8lokg6hs 197 47 two two CD cord-034058-8lokg6hs 197 48 seasons season NNS cord-034058-8lokg6hs 197 49 . . . cord-034058-8lokg6hs 198 1 That that DT cord-034058-8lokg6hs 198 2 is is RB cord-034058-8lokg6hs 198 3 , , , cord-034058-8lokg6hs 198 4 m m NNP cord-034058-8lokg6hs 198 5 2 2 CD cord-034058-8lokg6hs 198 6 is be VBZ cord-034058-8lokg6hs 198 7 released release VBN cord-034058-8lokg6hs 198 8 in in IN cord-034058-8lokg6hs 198 9 the the DT cord-034058-8lokg6hs 198 10 winter winter NN cord-034058-8lokg6hs 198 11 of of IN cord-034058-8lokg6hs 198 12 y y NNP cord-034058-8lokg6hs 198 13 1 1 CD cord-034058-8lokg6hs 198 14 and and CC cord-034058-8lokg6hs 198 15 played play VBD cord-034058-8lokg6hs 198 16 till till IN cord-034058-8lokg6hs 198 17 summer summer NN cord-034058-8lokg6hs 198 18 next next JJ cord-034058-8lokg6hs 198 19 year year NN cord-034058-8lokg6hs 198 20 , , , cord-034058-8lokg6hs 198 21 while while IN cord-034058-8lokg6hs 198 22 m m NNP cord-034058-8lokg6hs 198 23 3 3 CD cord-034058-8lokg6hs 198 24 is be VBZ cord-034058-8lokg6hs 198 25 played play VBN cord-034058-8lokg6hs 198 26 for for IN cord-034058-8lokg6hs 198 27 the the DT cord-034058-8lokg6hs 198 28 two two CD cord-034058-8lokg6hs 198 29 seasons season NNS cord-034058-8lokg6hs 198 30 of of IN cord-034058-8lokg6hs 198 31 y y NNP cord-034058-8lokg6hs 198 32 2 2 CD cord-034058-8lokg6hs 198 33 , , , cord-034058-8lokg6hs 198 34 as as IN cord-034058-8lokg6hs 198 35 can can MD cord-034058-8lokg6hs 198 36 be be VB cord-034058-8lokg6hs 198 37 seen see VBN cord-034058-8lokg6hs 198 38 in in IN cord-034058-8lokg6hs 198 39 Fig Fig NNP cord-034058-8lokg6hs 198 40 . . . cord-034058-8lokg6hs 199 1 4 4 LS cord-034058-8lokg6hs 199 2 . . . cord-034058-8lokg6hs 200 1 Suppose suppose VB cord-034058-8lokg6hs 200 2 a a DT cord-034058-8lokg6hs 200 3 movie movie NN cord-034058-8lokg6hs 200 4 's 's POS cord-034058-8lokg6hs 200 5 demand demand NN cord-034058-8lokg6hs 200 6 is be VBZ cord-034058-8lokg6hs 200 7 equal equal JJ cord-034058-8lokg6hs 200 8 to to IN cord-034058-8lokg6hs 200 9 its -PRON- PRP$ cord-034058-8lokg6hs 200 10 quality quality NN cord-034058-8lokg6hs 200 11 times time NNS cord-034058-8lokg6hs 200 12 the the DT cord-034058-8lokg6hs 200 13 market market NN cord-034058-8lokg6hs 200 14 size size NN cord-034058-8lokg6hs 200 15 in in IN cord-034058-8lokg6hs 200 16 the the DT cord-034058-8lokg6hs 200 17 release release NN cord-034058-8lokg6hs 200 18 season season NN cord-034058-8lokg6hs 200 19 , , , cord-034058-8lokg6hs 200 20 and and CC cord-034058-8lokg6hs 200 21 is be VBZ cord-034058-8lokg6hs 200 22 equal equal JJ cord-034058-8lokg6hs 200 23 to to IN cord-034058-8lokg6hs 200 24 the the DT cord-034058-8lokg6hs 200 25 quality quality NN cord-034058-8lokg6hs 200 26 times time NNS cord-034058-8lokg6hs 200 27 the the DT cord-034058-8lokg6hs 200 28 market market NN cord-034058-8lokg6hs 200 29 size size NN cord-034058-8lokg6hs 200 30 times time NNS cord-034058-8lokg6hs 200 31 the the DT cord-034058-8lokg6hs 200 32 decay decay NN cord-034058-8lokg6hs 200 33 rate rate NN cord-034058-8lokg6hs 200 34 λ λ NN cord-034058-8lokg6hs 200 35 < < XX cord-034058-8lokg6hs 200 36 1 1 CD cord-034058-8lokg6hs 200 37 in in IN cord-034058-8lokg6hs 200 38 the the DT cord-034058-8lokg6hs 200 39 second second JJ cord-034058-8lokg6hs 200 40 season season NN cord-034058-8lokg6hs 200 41 . . . cord-034058-8lokg6hs 201 1 21 21 CD cord-034058-8lokg6hs 202 1 A a DT cord-034058-8lokg6hs 202 2 pandemic pandemic NN cord-034058-8lokg6hs 202 3 that that WDT cord-034058-8lokg6hs 202 4 occurs occur VBZ cord-034058-8lokg6hs 202 5 in in RP cord-034058-8lokg6hs 202 6 between between IN cord-034058-8lokg6hs 202 7 the the DT cord-034058-8lokg6hs 202 8 two two CD cord-034058-8lokg6hs 202 9 years year NNS cord-034058-8lokg6hs 202 10 reduces reduce VBZ cord-034058-8lokg6hs 202 11 the the DT cord-034058-8lokg6hs 202 12 market market NN cord-034058-8lokg6hs 202 13 size size NN cord-034058-8lokg6hs 202 14 in in IN cord-034058-8lokg6hs 202 15 each each DT cord-034058-8lokg6hs 202 16 season season NN cord-034058-8lokg6hs 202 17 of of IN cord-034058-8lokg6hs 202 18 y y NNP cord-034058-8lokg6hs 202 19 2 2 CD cord-034058-8lokg6hs 202 20 by by IN cord-034058-8lokg6hs 202 21 δ δ NNP cord-034058-8lokg6hs 202 22 < < XX cord-034058-8lokg6hs 202 23 1 1 CD cord-034058-8lokg6hs 202 24 . . . cord-034058-8lokg6hs 203 1 Under under IN cord-034058-8lokg6hs 203 2 these these DT cord-034058-8lokg6hs 203 3 assumptions assumption NNS cord-034058-8lokg6hs 203 4 , , , cord-034058-8lokg6hs 203 5 the the DT cord-034058-8lokg6hs 203 6 demand demand NN cord-034058-8lokg6hs 203 7 for for IN cord-034058-8lokg6hs 203 8 each each DT cord-034058-8lokg6hs 203 9 movie movie NN cord-034058-8lokg6hs 203 10 in in IN cord-034058-8lokg6hs 203 11 each each DT cord-034058-8lokg6hs 203 12 season season NN cord-034058-8lokg6hs 203 13 can can MD cord-034058-8lokg6hs 203 14 be be VB cord-034058-8lokg6hs 203 15 calculated calculate VBN cord-034058-8lokg6hs 203 16 as as IN cord-034058-8lokg6hs 203 17 in in IN cord-034058-8lokg6hs 203 18 the the DT cord-034058-8lokg6hs 203 19 table table NN cord-034058-8lokg6hs 203 20 below below RB cord-034058-8lokg6hs 203 21 : : : cord-034058-8lokg6hs 204 1 Summer Summer NNP cord-034058-8lokg6hs 204 2 Winter Winter NNP cord-034058-8lokg6hs 205 1 There there EX cord-034058-8lokg6hs 205 2 are be VBP cord-034058-8lokg6hs 205 3 five five CD cord-034058-8lokg6hs 205 4 equations equation NNS cord-034058-8lokg6hs 205 5 in in IN cord-034058-8lokg6hs 205 6 five five CD cord-034058-8lokg6hs 205 7 unknowns unknown NNS cord-034058-8lokg6hs 205 8 : : : cord-034058-8lokg6hs 205 9 two two CD cord-034058-8lokg6hs 205 10 movie movie NN cord-034058-8lokg6hs 205 11 fixed fix VBN cord-034058-8lokg6hs 205 12 effects effect NNS cord-034058-8lokg6hs 205 13 ( ( -LRB- cord-034058-8lokg6hs 205 14 θ θ NN cord-034058-8lokg6hs 205 15 2 2 CD cord-034058-8lokg6hs 205 16 , , , cord-034058-8lokg6hs 205 17 θ θ NN cord-034058-8lokg6hs 205 18 3 3 CD cord-034058-8lokg6hs 205 19 ) ) -RRB- cord-034058-8lokg6hs 205 20 , , , cord-034058-8lokg6hs 205 21 market market NN cord-034058-8lokg6hs 205 22 size size NN cord-034058-8lokg6hs 205 23 M M NNP cord-034058-8lokg6hs 205 24 , , , cord-034058-8lokg6hs 205 25 decay decay NN cord-034058-8lokg6hs 205 26 rate rate NN cord-034058-8lokg6hs 205 27 λ λ NN cord-034058-8lokg6hs 205 28 , , , cord-034058-8lokg6hs 205 29 and and CC cord-034058-8lokg6hs 205 30 the the DT cord-034058-8lokg6hs 205 31 pandemic pandemic NN cord-034058-8lokg6hs 205 32 effect effect NN cord-034058-8lokg6hs 205 33 δ δ NFP cord-034058-8lokg6hs 205 34 . . . cord-034058-8lokg6hs 206 1 Consequently consequently RB cord-034058-8lokg6hs 206 2 , , , cord-034058-8lokg6hs 206 3 all all DT cord-034058-8lokg6hs 206 4 parameters parameter NNS cord-034058-8lokg6hs 206 5 can can MD cord-034058-8lokg6hs 206 6 be be VB cord-034058-8lokg6hs 206 7 21 21 CD cord-034058-8lokg6hs 207 1 An an DT cord-034058-8lokg6hs 207 2 implicit implicit JJ cord-034058-8lokg6hs 207 3 assumption assumption NN cord-034058-8lokg6hs 207 4 here here RB cord-034058-8lokg6hs 207 5 is be VBZ cord-034058-8lokg6hs 207 6 that that IN cord-034058-8lokg6hs 207 7 a a DT cord-034058-8lokg6hs 207 8 movie movie NN cord-034058-8lokg6hs 207 9 's 's POS cord-034058-8lokg6hs 207 10 demand demand NN cord-034058-8lokg6hs 207 11 is be VBZ cord-034058-8lokg6hs 207 12 independent independent JJ cord-034058-8lokg6hs 207 13 of of IN cord-034058-8lokg6hs 207 14 those those DT cord-034058-8lokg6hs 207 15 of of IN cord-034058-8lokg6hs 207 16 competing compete VBG cord-034058-8lokg6hs 207 17 movies movie NNS cord-034058-8lokg6hs 207 18 . . . cord-034058-8lokg6hs 208 1 identified identify VBN cord-034058-8lokg6hs 208 2 . . . cord-034058-8lokg6hs 209 1 Note note VB cord-034058-8lokg6hs 209 2 that that IN cord-034058-8lokg6hs 209 3 if if IN cord-034058-8lokg6hs 209 4 movie movie NN cord-034058-8lokg6hs 209 5 m m NN cord-034058-8lokg6hs 209 6 2 2 CD cord-034058-8lokg6hs 209 7 is be VBZ cord-034058-8lokg6hs 209 8 not not RB cord-034058-8lokg6hs 209 9 released release VBN cord-034058-8lokg6hs 209 10 in in IN cord-034058-8lokg6hs 209 11 the the DT cord-034058-8lokg6hs 209 12 winter winter NN cord-034058-8lokg6hs 209 13 of of IN cord-034058-8lokg6hs 209 14 y y NNP cord-034058-8lokg6hs 209 15 1 1 CD cord-034058-8lokg6hs 209 16 , , , cord-034058-8lokg6hs 209 17 but but CC cord-034058-8lokg6hs 209 18 in in IN cord-034058-8lokg6hs 209 19 the the DT cord-034058-8lokg6hs 209 20 summer summer NN cord-034058-8lokg6hs 209 21 of of IN cord-034058-8lokg6hs 209 22 y y NNP cord-034058-8lokg6hs 209 23 2 2 CD cord-034058-8lokg6hs 209 24 along along IN cord-034058-8lokg6hs 209 25 with with IN cord-034058-8lokg6hs 209 26 m m NNP cord-034058-8lokg6hs 209 27 3 3 CD cord-034058-8lokg6hs 209 28 , , , cord-034058-8lokg6hs 209 29 then then RB cord-034058-8lokg6hs 209 30 the the DT cord-034058-8lokg6hs 209 31 pandemic pandemic NN cord-034058-8lokg6hs 209 32 effect effect NN cord-034058-8lokg6hs 209 33 δ δ NN cord-034058-8lokg6hs 209 34 can can MD cord-034058-8lokg6hs 209 35 not not RB cord-034058-8lokg6hs 209 36 be be VB cord-034058-8lokg6hs 209 37 identified identify VBN cord-034058-8lokg6hs 209 38 separately separately RB cord-034058-8lokg6hs 209 39 from from IN cord-034058-8lokg6hs 209 40 the the DT cord-034058-8lokg6hs 209 41 two two CD cord-034058-8lokg6hs 209 42 movie movie NN cord-034058-8lokg6hs 209 43 fixed fix VBN cord-034058-8lokg6hs 209 44 effects effect NNS cord-034058-8lokg6hs 209 45 , , , cord-034058-8lokg6hs 209 46 θ θ NN cord-034058-8lokg6hs 209 47 2 2 CD cord-034058-8lokg6hs 209 48 and and CC cord-034058-8lokg6hs 209 49 θ θ NN cord-034058-8lokg6hs 209 50 3 3 CD cord-034058-8lokg6hs 209 51 . . . cord-034058-8lokg6hs 210 1 Put put VB cord-034058-8lokg6hs 210 2 differently differently RB cord-034058-8lokg6hs 210 3 , , , cord-034058-8lokg6hs 210 4 the the DT cord-034058-8lokg6hs 210 5 presence presence NN cord-034058-8lokg6hs 210 6 of of IN cord-034058-8lokg6hs 210 7 at at RB cord-034058-8lokg6hs 210 8 least least RBS cord-034058-8lokg6hs 210 9 one one CD cord-034058-8lokg6hs 210 10 movie movie NN cord-034058-8lokg6hs 210 11 played play VBN cord-034058-8lokg6hs 210 12 in in IN cord-034058-8lokg6hs 210 13 both both CC cord-034058-8lokg6hs 210 14 the the DT cord-034058-8lokg6hs 210 15 pre pre JJ cord-034058-8lokg6hs 210 16 - - JJ cord-034058-8lokg6hs 210 17 pandemic pandemic JJ cord-034058-8lokg6hs 210 18 and and CC cord-034058-8lokg6hs 210 19 pandemic pandemic NN cord-034058-8lokg6hs 210 20 periods period NNS cord-034058-8lokg6hs 210 21 -m -m NNP cord-034058-8lokg6hs 210 22 2 2 CD cord-034058-8lokg6hs 210 23 in in IN cord-034058-8lokg6hs 210 24 this this DT cord-034058-8lokg6hs 210 25 example example NN cord-034058-8lokg6hs 210 26 -is -is : cord-034058-8lokg6hs 210 27 crucial crucial JJ cord-034058-8lokg6hs 210 28 for for IN cord-034058-8lokg6hs 210 29 the the DT cord-034058-8lokg6hs 210 30 identification identification NN cord-034058-8lokg6hs 210 31 of of IN cord-034058-8lokg6hs 210 32 the the DT cord-034058-8lokg6hs 210 33 pandemic pandemic NN cord-034058-8lokg6hs 210 34 effect effect NN cord-034058-8lokg6hs 210 35 , , , cord-034058-8lokg6hs 210 36 which which WDT cord-034058-8lokg6hs 210 37 in in IN cord-034058-8lokg6hs 210 38 turn turn NN cord-034058-8lokg6hs 210 39 enables enable VBZ cord-034058-8lokg6hs 210 40 us -PRON- PRP cord-034058-8lokg6hs 210 41 to to TO cord-034058-8lokg6hs 210 42 identify identify VB cord-034058-8lokg6hs 210 43 the the DT cord-034058-8lokg6hs 210 44 quality quality NN cord-034058-8lokg6hs 210 45 of of IN cord-034058-8lokg6hs 210 46 movies movie NNS cord-034058-8lokg6hs 210 47 released release VBN cord-034058-8lokg6hs 210 48 after after IN cord-034058-8lokg6hs 210 49 the the DT cord-034058-8lokg6hs 210 50 outbreak outbreak NN cord-034058-8lokg6hs 210 51 . . . cord-034058-8lokg6hs 211 1 The the DT cord-034058-8lokg6hs 211 2 sample sample NN cord-034058-8lokg6hs 211 3 data datum NNS cord-034058-8lokg6hs 211 4 analyzed analyze VBN cord-034058-8lokg6hs 211 5 in in IN cord-034058-8lokg6hs 211 6 this this DT cord-034058-8lokg6hs 211 7 paper paper NN cord-034058-8lokg6hs 211 8 include include VBP cord-034058-8lokg6hs 211 9 42 42 CD cord-034058-8lokg6hs 211 10 movies movie NNS cord-034058-8lokg6hs 211 11 that that WDT cord-034058-8lokg6hs 211 12 were be VBD cord-034058-8lokg6hs 211 13 played play VBN cord-034058-8lokg6hs 211 14 both both CC cord-034058-8lokg6hs 211 15 before before IN cord-034058-8lokg6hs 211 16 and and CC cord-034058-8lokg6hs 211 17 after after IN cord-034058-8lokg6hs 211 18 the the DT cord-034058-8lokg6hs 211 19 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 211 20 outbreak outbreak NN cord-034058-8lokg6hs 211 21 . . . cord-034058-8lokg6hs 212 1 The the DT cord-034058-8lokg6hs 212 2 pandemic pandemic NN cord-034058-8lokg6hs 212 3 effect effect NN cord-034058-8lokg6hs 212 4 is be VBZ cord-034058-8lokg6hs 212 5 identified identify VBN cord-034058-8lokg6hs 212 6 by by IN cord-034058-8lokg6hs 212 7 exploiting exploit VBG cord-034058-8lokg6hs 212 8 the the DT cord-034058-8lokg6hs 212 9 excess excess JJ cord-034058-8lokg6hs 212 10 drop drop NN cord-034058-8lokg6hs 212 11 in in IN cord-034058-8lokg6hs 212 12 demand demand NN cord-034058-8lokg6hs 212 13 for for IN cord-034058-8lokg6hs 212 14 each each DT cord-034058-8lokg6hs 212 15 of of IN cord-034058-8lokg6hs 212 16 these these DT cord-034058-8lokg6hs 212 17 movies movie NNS cord-034058-8lokg6hs 212 18 after after IN cord-034058-8lokg6hs 212 19 the the DT cord-034058-8lokg6hs 212 20 outbreak outbreak NN cord-034058-8lokg6hs 212 21 . . . cord-034058-8lokg6hs 213 1 Consequently consequently RB cord-034058-8lokg6hs 213 2 , , , cord-034058-8lokg6hs 213 3 the the DT cord-034058-8lokg6hs 213 4 pandemic pandemic NN cord-034058-8lokg6hs 213 5 effect effect NN cord-034058-8lokg6hs 213 6 and and CC cord-034058-8lokg6hs 213 7 the the DT cord-034058-8lokg6hs 213 8 quality quality NN cord-034058-8lokg6hs 213 9 of of IN cord-034058-8lokg6hs 213 10 the the DT cord-034058-8lokg6hs 213 11 25 25 CD cord-034058-8lokg6hs 213 12 movies movie NNS cord-034058-8lokg6hs 213 13 released release VBN cord-034058-8lokg6hs 213 14 after after IN cord-034058-8lokg6hs 213 15 the the DT cord-034058-8lokg6hs 213 16 outbreak outbreak NN cord-034058-8lokg6hs 213 17 ( ( -LRB- cord-034058-8lokg6hs 213 18 4th-8th 4th-8th JJ cord-034058-8lokg6hs 213 19 week week NN cord-034058-8lokg6hs 213 20 of of IN cord-034058-8lokg6hs 213 21 2020 2020 CD cord-034058-8lokg6hs 213 22 ) ) -RRB- cord-034058-8lokg6hs 213 23 can can MD cord-034058-8lokg6hs 213 24 be be VB cord-034058-8lokg6hs 213 25 estimated estimate VBN cord-034058-8lokg6hs 213 26 separately separately RB cord-034058-8lokg6hs 213 27 . . . cord-034058-8lokg6hs 214 1 Estimation estimation NN cord-034058-8lokg6hs 214 2 of of IN cord-034058-8lokg6hs 214 3 model model NN cord-034058-8lokg6hs 214 4 ( ( -LRB- cord-034058-8lokg6hs 214 5 4 4 LS cord-034058-8lokg6hs 214 6 ) ) -RRB- cord-034058-8lokg6hs 214 7 requires require VBZ cord-034058-8lokg6hs 214 8 an an DT cord-034058-8lokg6hs 214 9 instrumental instrumental JJ cord-034058-8lokg6hs 214 10 variable variable NN cord-034058-8lokg6hs 214 11 since since IN cord-034058-8lokg6hs 214 12 the the DT cord-034058-8lokg6hs 214 13 log log NN cord-034058-8lokg6hs 214 14 of of IN cord-034058-8lokg6hs 214 15 the the DT cord-034058-8lokg6hs 214 16 within within IN cord-034058-8lokg6hs 214 17 - - HYPH cord-034058-8lokg6hs 214 18 industry industry NN cord-034058-8lokg6hs 214 19 market market NN cord-034058-8lokg6hs 214 20 share share NN cord-034058-8lokg6hs 214 21 is be VBZ cord-034058-8lokg6hs 214 22 endogenous endogenous JJ cord-034058-8lokg6hs 214 23 . . . cord-034058-8lokg6hs 215 1 Similar similar JJ cord-034058-8lokg6hs 215 2 to to IN cord-034058-8lokg6hs 215 3 Hausman Hausman NNP cord-034058-8lokg6hs 215 4 ( ( -LRB- cord-034058-8lokg6hs 215 5 1996 1996 CD cord-034058-8lokg6hs 215 6 ) ) -RRB- cord-034058-8lokg6hs 215 7 and and CC cord-034058-8lokg6hs 215 8 Nevo Nevo NNP cord-034058-8lokg6hs 215 9 ( ( -LRB- cord-034058-8lokg6hs 215 10 2001 2001 CD cord-034058-8lokg6hs 215 11 ) ) -RRB- cord-034058-8lokg6hs 215 12 , , , cord-034058-8lokg6hs 215 13 I -PRON- PRP cord-034058-8lokg6hs 215 14 use use VBP cord-034058-8lokg6hs 215 15 the the DT cord-034058-8lokg6hs 215 16 average average JJ cord-034058-8lokg6hs 215 17 log log NN cord-034058-8lokg6hs 215 18 of of IN cord-034058-8lokg6hs 215 19 the the DT cord-034058-8lokg6hs 215 20 within within IN cord-034058-8lokg6hs 215 21 - - HYPH cord-034058-8lokg6hs 215 22 industry industry NN cord-034058-8lokg6hs 215 23 market market NN cord-034058-8lokg6hs 215 24 share share NN cord-034058-8lokg6hs 215 25 of of IN cord-034058-8lokg6hs 215 26 the the DT cord-034058-8lokg6hs 215 27 movie movie NN cord-034058-8lokg6hs 215 28 in in IN cord-034058-8lokg6hs 215 29 other other JJ cord-034058-8lokg6hs 215 30 markets market NNS cord-034058-8lokg6hs 215 31 at at IN cord-034058-8lokg6hs 215 32 the the DT cord-034058-8lokg6hs 215 33 same same JJ cord-034058-8lokg6hs 215 34 time time NN cord-034058-8lokg6hs 215 35 as as IN cord-034058-8lokg6hs 215 36 the the DT cord-034058-8lokg6hs 215 37 instrumental instrumental JJ cord-034058-8lokg6hs 215 38 variable variable NN cord-034058-8lokg6hs 215 39 . . . cord-034058-8lokg6hs 216 1 If if IN cord-034058-8lokg6hs 216 2 a a DT cord-034058-8lokg6hs 216 3 movie movie NN cord-034058-8lokg6hs 216 4 is be VBZ cord-034058-8lokg6hs 216 5 popular popular JJ cord-034058-8lokg6hs 216 6 in in IN cord-034058-8lokg6hs 216 7 a a DT cord-034058-8lokg6hs 216 8 market market NN cord-034058-8lokg6hs 216 9 , , , cord-034058-8lokg6hs 216 10 then then RB cord-034058-8lokg6hs 216 11 it -PRON- PRP cord-034058-8lokg6hs 216 12 is be VBZ cord-034058-8lokg6hs 216 13 also also RB cord-034058-8lokg6hs 216 14 likely likely JJ cord-034058-8lokg6hs 216 15 to to TO cord-034058-8lokg6hs 216 16 be be VB cord-034058-8lokg6hs 216 17 popular popular JJ cord-034058-8lokg6hs 216 18 in in IN cord-034058-8lokg6hs 216 19 other other JJ cord-034058-8lokg6hs 216 20 markets market NNS cord-034058-8lokg6hs 216 21 . . . cord-034058-8lokg6hs 217 1 Also also RB cord-034058-8lokg6hs 217 2 , , , cord-034058-8lokg6hs 217 3 the the DT cord-034058-8lokg6hs 217 4 instrumental instrumental JJ cord-034058-8lokg6hs 217 5 variable variable NN cord-034058-8lokg6hs 217 6 is be VBZ cord-034058-8lokg6hs 217 7 unlikely unlikely JJ cord-034058-8lokg6hs 217 8 to to TO cord-034058-8lokg6hs 217 9 be be VB cord-034058-8lokg6hs 217 10 correlated correlate VBN cord-034058-8lokg6hs 217 11 with with IN cord-034058-8lokg6hs 217 12 ξ ξ FW cord-034058-8lokg6hs 217 13 jmt jmt XX cord-034058-8lokg6hs 217 14 under under IN cord-034058-8lokg6hs 217 15 the the DT cord-034058-8lokg6hs 217 16 assumption assumption NN cord-034058-8lokg6hs 217 17 that that IN cord-034058-8lokg6hs 217 18 ξ ξ VBZ cord-034058-8lokg6hs 217 19 jmt jmt NNP cord-034058-8lokg6hs 217 20 is be VBZ cord-034058-8lokg6hs 217 21 uncorrelated uncorrelated JJ cord-034058-8lokg6hs 217 22 across across IN cord-034058-8lokg6hs 217 23 markets market NNS cord-034058-8lokg6hs 217 24 . . . cord-034058-8lokg6hs 218 1 Conversation conversation NN cord-034058-8lokg6hs 218 2 with with IN cord-034058-8lokg6hs 218 3 two two CD cord-034058-8lokg6hs 218 4 industry industry NN cord-034058-8lokg6hs 218 5 experts expert NNS cord-034058-8lokg6hs 218 6 , , , cord-034058-8lokg6hs 218 7 both both DT cord-034058-8lokg6hs 218 8 of of IN cord-034058-8lokg6hs 218 9 whom whom WP cord-034058-8lokg6hs 218 10 worked work VBD cord-034058-8lokg6hs 218 11 for for IN cord-034058-8lokg6hs 218 12 the the DT cord-034058-8lokg6hs 218 13 planning planning NN cord-034058-8lokg6hs 218 14 department department NN cord-034058-8lokg6hs 218 15 at at IN cord-034058-8lokg6hs 218 16 CGV CGV NNP cord-034058-8lokg6hs 218 17 , , , cord-034058-8lokg6hs 218 18 the the DT cord-034058-8lokg6hs 218 19 leading lead VBG cord-034058-8lokg6hs 218 20 theater theater NN cord-034058-8lokg6hs 218 21 chain chain NN cord-034058-8lokg6hs 218 22 in in IN cord-034058-8lokg6hs 218 23 Korea Korea NNP cord-034058-8lokg6hs 218 24 , , , cord-034058-8lokg6hs 218 25 revealed reveal VBD cord-034058-8lokg6hs 218 26 that that IN cord-034058-8lokg6hs 218 27 a a DT cord-034058-8lokg6hs 218 28 movie movie NN cord-034058-8lokg6hs 218 29 usually usually RB cord-034058-8lokg6hs 218 30 has have VBZ cord-034058-8lokg6hs 218 31 previews preview NNS cord-034058-8lokg6hs 218 32 1 1 CD cord-034058-8lokg6hs 218 33 - - SYM cord-034058-8lokg6hs 218 34 2 2 CD cord-034058-8lokg6hs 218 35 weeks week NNS cord-034058-8lokg6hs 218 36 before before IN cord-034058-8lokg6hs 218 37 its -PRON- PRP$ cord-034058-8lokg6hs 218 38 official official JJ cord-034058-8lokg6hs 218 39 release release NN cord-034058-8lokg6hs 218 40 . . . cord-034058-8lokg6hs 219 1 22 22 CD cord-034058-8lokg6hs 219 2 Moreover moreover RB cord-034058-8lokg6hs 219 3 , , , cord-034058-8lokg6hs 219 4 through through IN cord-034058-8lokg6hs 219 5 social social JJ cord-034058-8lokg6hs 219 6 networking networking NN cord-034058-8lokg6hs 219 7 services service NNS cord-034058-8lokg6hs 219 8 such such JJ cord-034058-8lokg6hs 219 9 as as IN cord-034058-8lokg6hs 219 10 Facebook Facebook NNP cord-034058-8lokg6hs 219 11 and and CC cord-034058-8lokg6hs 219 12 Twitter Twitter NNP cord-034058-8lokg6hs 219 13 people people NNS cord-034058-8lokg6hs 219 14 quickly quickly RB cord-034058-8lokg6hs 219 15 share share VBP cord-034058-8lokg6hs 219 16 and and CC cord-034058-8lokg6hs 219 17 gain gain VB cord-034058-8lokg6hs 219 18 information information NN cord-034058-8lokg6hs 219 19 on on IN cord-034058-8lokg6hs 219 20 a a DT cord-034058-8lokg6hs 219 21 movie movie NN cord-034058-8lokg6hs 219 22 's 's POS cord-034058-8lokg6hs 219 23 quality quality NN cord-034058-8lokg6hs 219 24 before before IN cord-034058-8lokg6hs 219 25 its -PRON- PRP$ cord-034058-8lokg6hs 219 26 release release NN cord-034058-8lokg6hs 219 27 . . . cord-034058-8lokg6hs 220 1 If if IN cord-034058-8lokg6hs 220 2 this this DT cord-034058-8lokg6hs 220 3 is be VBZ cord-034058-8lokg6hs 220 4 the the DT cord-034058-8lokg6hs 220 5 case case NN cord-034058-8lokg6hs 220 6 , , , cord-034058-8lokg6hs 220 7 then then RB cord-034058-8lokg6hs 220 8 any any DT cord-034058-8lokg6hs 220 9 word word NN cord-034058-8lokg6hs 220 10 - - HYPH cord-034058-8lokg6hs 220 11 of of IN cord-034058-8lokg6hs 220 12 - - HYPH cord-034058-8lokg6hs 220 13 mouth mouth NN cord-034058-8lokg6hs 220 14 that that WDT cord-034058-8lokg6hs 220 15 affects affect VBZ cord-034058-8lokg6hs 220 16 consumers consumer NNS cord-034058-8lokg6hs 220 17 in in IN cord-034058-8lokg6hs 220 18 all all DT cord-034058-8lokg6hs 220 19 markets market NNS cord-034058-8lokg6hs 220 20 would would MD cord-034058-8lokg6hs 220 21 be be VB cord-034058-8lokg6hs 220 22 captured capture VBN cord-034058-8lokg6hs 220 23 mostly mostly RB cord-034058-8lokg6hs 220 24 by by IN cord-034058-8lokg6hs 221 1 movie movie NN cord-034058-8lokg6hs 221 2 specific specific JJ cord-034058-8lokg6hs 221 3 effect effect NN cord-034058-8lokg6hs 221 4 α α NNP cord-034058-8lokg6hs 221 5 j j NNP cord-034058-8lokg6hs 221 6 , , , cord-034058-8lokg6hs 221 7 while while IN cord-034058-8lokg6hs 221 8 error error NN cord-034058-8lokg6hs 221 9 term term NN cord-034058-8lokg6hs 221 10 ξ ξ NN cord-034058-8lokg6hs 221 11 jmt jmt NNP cord-034058-8lokg6hs 221 12 would would MD cord-034058-8lokg6hs 221 13 mainly mainly RB cord-034058-8lokg6hs 221 14 capture capture VB cord-034058-8lokg6hs 221 15 any any DT cord-034058-8lokg6hs 221 16 random random JJ cord-034058-8lokg6hs 221 17 movie movie NN cord-034058-8lokg6hs 221 18 - - HYPH cord-034058-8lokg6hs 221 19 market market NN cord-034058-8lokg6hs 221 20 - - HYPH cord-034058-8lokg6hs 221 21 time time NN cord-034058-8lokg6hs 221 22 specific specific JJ cord-034058-8lokg6hs 221 23 deviation deviation NN cord-034058-8lokg6hs 221 24 . . . cord-034058-8lokg6hs 222 1 23 23 CD cord-034058-8lokg6hs 222 2 OLS OLS NNP cord-034058-8lokg6hs 222 3 and and CC cord-034058-8lokg6hs 222 4 2SLS 2SLS NNP cord-034058-8lokg6hs 222 5 estimation estimation NN cord-034058-8lokg6hs 222 6 results result NNS cord-034058-8lokg6hs 222 7 are be VBP cord-034058-8lokg6hs 222 8 presented present VBN cord-034058-8lokg6hs 222 9 in in IN cord-034058-8lokg6hs 222 10 Table Table NNP cord-034058-8lokg6hs 222 11 2 2 CD cord-034058-8lokg6hs 222 12 . . . cord-034058-8lokg6hs 223 1 In in IN cord-034058-8lokg6hs 223 2 all all DT cord-034058-8lokg6hs 223 3 estimations estimation NNS cord-034058-8lokg6hs 223 4 , , , cord-034058-8lokg6hs 223 5 I -PRON- PRP cord-034058-8lokg6hs 223 6 report report VBP cord-034058-8lokg6hs 223 7 robust robust JJ cord-034058-8lokg6hs 223 8 standard standard JJ cord-034058-8lokg6hs 223 9 errors error NNS cord-034058-8lokg6hs 223 10 clustered cluster VBN cord-034058-8lokg6hs 223 11 by by IN cord-034058-8lokg6hs 223 12 movie movie NN cord-034058-8lokg6hs 223 13 in in IN cord-034058-8lokg6hs 223 14 each each DT cord-034058-8lokg6hs 223 15 market market NN cord-034058-8lokg6hs 223 16 . . . cord-034058-8lokg6hs 224 1 24 24 CD cord-034058-8lokg6hs 225 1 They -PRON- PRP cord-034058-8lokg6hs 225 2 show show VBP cord-034058-8lokg6hs 225 3 that that IN cord-034058-8lokg6hs 225 4 while while IN cord-034058-8lokg6hs 225 5 the the DT cord-034058-8lokg6hs 225 6 outbreak outbreak NN cord-034058-8lokg6hs 225 7 of of IN cord-034058-8lokg6hs 225 8 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 225 9 had have VBD cord-034058-8lokg6hs 225 10 a a DT cord-034058-8lokg6hs 225 11 negative negative JJ cord-034058-8lokg6hs 225 12 impact impact NN cord-034058-8lokg6hs 225 13 on on IN cord-034058-8lokg6hs 225 14 a a DT cord-034058-8lokg6hs 225 15 consumer consumer NN cord-034058-8lokg6hs 225 16 's 's POS cord-034058-8lokg6hs 225 17 utility utility NN cord-034058-8lokg6hs 225 18 from from IN cord-034058-8lokg6hs 225 19 watching watch VBG cord-034058-8lokg6hs 225 20 a a DT cord-034058-8lokg6hs 225 21 movie movie NN cord-034058-8lokg6hs 225 22 in in IN cord-034058-8lokg6hs 225 23 all all DT cord-034058-8lokg6hs 225 24 markets market NNS cord-034058-8lokg6hs 225 25 , , , cord-034058-8lokg6hs 225 26 its -PRON- PRP$ cord-034058-8lokg6hs 225 27 magnitude magnitude NN cord-034058-8lokg6hs 225 28 tends tend VBZ cord-034058-8lokg6hs 225 29 to to TO cord-034058-8lokg6hs 225 30 be be VB cord-034058-8lokg6hs 225 31 larger large JJR cord-034058-8lokg6hs 225 32 in in IN cord-034058-8lokg6hs 225 33 densely densely RB cord-034058-8lokg6hs 225 34 populated populated JJ cord-034058-8lokg6hs 225 35 markets market NNS cord-034058-8lokg6hs 225 36 . . . cord-034058-8lokg6hs 226 1 More more RBR cord-034058-8lokg6hs 226 2 specifically specifically RB cord-034058-8lokg6hs 226 3 , , , cord-034058-8lokg6hs 226 4 the the DT cord-034058-8lokg6hs 226 5 sign sign NN cord-034058-8lokg6hs 226 6 of of IN cord-034058-8lokg6hs 226 7 the the DT cord-034058-8lokg6hs 226 8 interaction interaction NN cord-034058-8lokg6hs 226 9 term term NN cord-034058-8lokg6hs 226 10 coefficient coefficient NN cord-034058-8lokg6hs 226 11 is be VBZ cord-034058-8lokg6hs 226 12 negative negative JJ cord-034058-8lokg6hs 226 13 for for IN cord-034058-8lokg6hs 226 14 five five CD cord-034058-8lokg6hs 226 15 out out IN cord-034058-8lokg6hs 226 16 of of IN cord-034058-8lokg6hs 226 17 seven seven CD cord-034058-8lokg6hs 226 18 metropolitan metropolitan JJ cord-034058-8lokg6hs 226 19 cities city NNS cord-034058-8lokg6hs 226 20 , , , cord-034058-8lokg6hs 226 21 meaning mean VBG cord-034058-8lokg6hs 226 22 that that IN cord-034058-8lokg6hs 226 23 the the DT cord-034058-8lokg6hs 226 24 negative negative JJ cord-034058-8lokg6hs 226 25 effect effect NN cord-034058-8lokg6hs 226 26 of of IN cord-034058-8lokg6hs 226 27 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 226 28 was be VBD cord-034058-8lokg6hs 226 29 larger large JJR cord-034058-8lokg6hs 226 30 in in IN cord-034058-8lokg6hs 226 31 these these DT cord-034058-8lokg6hs 226 32 markets market NNS cord-034058-8lokg6hs 226 33 relative relative JJ cord-034058-8lokg6hs 226 34 to to IN cord-034058-8lokg6hs 226 35 Choongbook Choongbook NNP cord-034058-8lokg6hs 226 36 province province NN cord-034058-8lokg6hs 226 37 , , , cord-034058-8lokg6hs 226 38 the the DT cord-034058-8lokg6hs 226 39 omitted omit VBN cord-034058-8lokg6hs 226 40 market market NN cord-034058-8lokg6hs 226 41 . . . cord-034058-8lokg6hs 227 1 The the DT cord-034058-8lokg6hs 227 2 two two CD cord-034058-8lokg6hs 227 3 cities city NNS cord-034058-8lokg6hs 227 4 , , , cord-034058-8lokg6hs 227 5 Ulsan Ulsan NNP cord-034058-8lokg6hs 227 6 and and CC cord-034058-8lokg6hs 227 7 Daejeon Daejeon NNP cord-034058-8lokg6hs 227 8 , , , cord-034058-8lokg6hs 227 9 for for IN cord-034058-8lokg6hs 227 10 which which WDT cord-034058-8lokg6hs 227 11 the the DT cord-034058-8lokg6hs 227 12 negative negative JJ cord-034058-8lokg6hs 227 13 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 227 14 effect effect NN cord-034058-8lokg6hs 227 15 is be VBZ cord-034058-8lokg6hs 227 16 smaller small JJR cord-034058-8lokg6hs 227 17 compared compare VBN cord-034058-8lokg6hs 227 18 to to IN cord-034058-8lokg6hs 227 19 the the DT cord-034058-8lokg6hs 227 20 omitted omit VBN cord-034058-8lokg6hs 227 21 market market NN cord-034058-8lokg6hs 227 22 , , , cord-034058-8lokg6hs 227 23 have have VBP cord-034058-8lokg6hs 227 24 smaller small JJR cord-034058-8lokg6hs 227 25 population population NN cord-034058-8lokg6hs 227 26 size size NN cord-034058-8lokg6hs 227 27 with with IN cord-034058-8lokg6hs 227 28 lower low JJR cord-034058-8lokg6hs 227 29 population population NN cord-034058-8lokg6hs 227 30 density density NN cord-034058-8lokg6hs 227 31 than than IN cord-034058-8lokg6hs 227 32 other other JJ cord-034058-8lokg6hs 227 33 metropolitan metropolitan JJ cord-034058-8lokg6hs 227 34 cities city NNS cord-034058-8lokg6hs 227 35 , , , cord-034058-8lokg6hs 227 36 as as IN cord-034058-8lokg6hs 227 37 Table Table NNP cord-034058-8lokg6hs 227 38 5 5 CD cord-034058-8lokg6hs 227 39 in in IN cord-034058-8lokg6hs 227 40 the the DT cord-034058-8lokg6hs 227 41 Appendix Appendix NNP cord-034058-8lokg6hs 227 42 shows show NNS cord-034058-8lokg6hs 227 43 . . . cord-034058-8lokg6hs 228 1 In in IN cord-034058-8lokg6hs 228 2 contrast contrast NN cord-034058-8lokg6hs 228 3 , , , cord-034058-8lokg6hs 228 4 22 22 CD cord-034058-8lokg6hs 228 5 87 87 CD cord-034058-8lokg6hs 228 6 percent percent NN cord-034058-8lokg6hs 228 7 of of IN cord-034058-8lokg6hs 228 8 the the DT cord-034058-8lokg6hs 228 9 1,136 1,136 CD cord-034058-8lokg6hs 228 10 movies movie NNS cord-034058-8lokg6hs 228 11 analyzed analyze VBN cord-034058-8lokg6hs 228 12 in in IN cord-034058-8lokg6hs 228 13 this this DT cord-034058-8lokg6hs 228 14 paper paper NN cord-034058-8lokg6hs 228 15 had have VBD cord-034058-8lokg6hs 228 16 preview preview NN cord-034058-8lokg6hs 228 17 screenings screening NNS cord-034058-8lokg6hs 228 18 . . . cord-034058-8lokg6hs 229 1 23 23 CD cord-034058-8lokg6hs 230 1 In in IN cord-034058-8lokg6hs 230 2 Section section NN cord-034058-8lokg6hs 230 3 5 5 CD cord-034058-8lokg6hs 230 4 , , , cord-034058-8lokg6hs 230 5 I -PRON- PRP cord-034058-8lokg6hs 230 6 address address VBP cord-034058-8lokg6hs 230 7 the the DT cord-034058-8lokg6hs 230 8 concern concern NN cord-034058-8lokg6hs 230 9 that that IN cord-034058-8lokg6hs 230 10 this this DT cord-034058-8lokg6hs 230 11 identifying identify VBG cord-034058-8lokg6hs 230 12 assumption assumption NN cord-034058-8lokg6hs 230 13 may may MD cord-034058-8lokg6hs 230 14 be be VB cord-034058-8lokg6hs 230 15 violated violate VBN cord-034058-8lokg6hs 230 16 . . . cord-034058-8lokg6hs 231 1 24 24 CD cord-034058-8lokg6hs 232 1 As as IN cord-034058-8lokg6hs 232 2 an an DT cord-034058-8lokg6hs 232 3 alternative alternative NN cord-034058-8lokg6hs 232 4 , , , cord-034058-8lokg6hs 232 5 I -PRON- PRP cord-034058-8lokg6hs 232 6 clustered cluster VBD cord-034058-8lokg6hs 232 7 the the DT cord-034058-8lokg6hs 232 8 standard standard JJ cord-034058-8lokg6hs 232 9 errors error NNS cord-034058-8lokg6hs 232 10 at at IN cord-034058-8lokg6hs 232 11 the the DT cord-034058-8lokg6hs 232 12 movie movie NN cord-034058-8lokg6hs 232 13 level level NN cord-034058-8lokg6hs 232 14 and and CC cord-034058-8lokg6hs 232 15 confirmed confirm VBD cord-034058-8lokg6hs 232 16 that that IN cord-034058-8lokg6hs 232 17 estimates estimate NNS cord-034058-8lokg6hs 232 18 are be VBP cord-034058-8lokg6hs 232 19 not not RB cord-034058-8lokg6hs 232 20 qualitatively qualitatively RB cord-034058-8lokg6hs 232 21 different different JJ cord-034058-8lokg6hs 232 22 . . . cord-034058-8lokg6hs 233 1 The the DT cord-034058-8lokg6hs 233 2 table table NN cord-034058-8lokg6hs 233 3 presents present VBZ cord-034058-8lokg6hs 233 4 OLS OLS NNP cord-034058-8lokg6hs 233 5 and and CC cord-034058-8lokg6hs 233 6 2SLS 2SLS NNP cord-034058-8lokg6hs 233 7 estimates estimate NNS cord-034058-8lokg6hs 233 8 of of IN cord-034058-8lokg6hs 233 9 the the DT cord-034058-8lokg6hs 233 10 nested nest VBN cord-034058-8lokg6hs 233 11 logit logit NN cord-034058-8lokg6hs 233 12 model model NN cord-034058-8lokg6hs 233 13 , , , cord-034058-8lokg6hs 233 14 where where WRB cord-034058-8lokg6hs 233 15 the the DT cord-034058-8lokg6hs 233 16 log log NN cord-034058-8lokg6hs 233 17 of of IN cord-034058-8lokg6hs 233 18 the the DT cord-034058-8lokg6hs 233 19 within within IN cord-034058-8lokg6hs 233 20 - - HYPH cord-034058-8lokg6hs 233 21 industry industry NN cord-034058-8lokg6hs 233 22 market market NN cord-034058-8lokg6hs 233 23 share share NN cord-034058-8lokg6hs 233 24 is be VBZ cord-034058-8lokg6hs 233 25 instrumented instrument VBN cord-034058-8lokg6hs 233 26 by by IN cord-034058-8lokg6hs 233 27 the the DT cord-034058-8lokg6hs 233 28 average average JJ cord-034058-8lokg6hs 233 29 log log NN cord-034058-8lokg6hs 233 30 of of IN cord-034058-8lokg6hs 233 31 the the DT cord-034058-8lokg6hs 233 32 withinindustry withinindustry NNP cord-034058-8lokg6hs 233 33 market market NN cord-034058-8lokg6hs 233 34 share share NN cord-034058-8lokg6hs 233 35 in in IN cord-034058-8lokg6hs 233 36 other other JJ cord-034058-8lokg6hs 233 37 markets market NNS cord-034058-8lokg6hs 233 38 . . . cord-034058-8lokg6hs 234 1 The the DT cord-034058-8lokg6hs 234 2 dependent dependent JJ cord-034058-8lokg6hs 234 3 variable variable NN cord-034058-8lokg6hs 234 4 is be VBZ cord-034058-8lokg6hs 234 5 ln ln NNP cord-034058-8lokg6hs 234 6 s s NNP cord-034058-8lokg6hs 234 7 jmt jmt NNP cord-034058-8lokg6hs 234 8 − − NNP cord-034058-8lokg6hs 234 9 ln ln NNP cord-034058-8lokg6hs 234 10 s s NNP cord-034058-8lokg6hs 234 11 0mt 0mt NN cord-034058-8lokg6hs 234 12 . . . cord-034058-8lokg6hs 235 1 Standard standard JJ cord-034058-8lokg6hs 235 2 errors error NNS cord-034058-8lokg6hs 235 3 ( ( -LRB- cord-034058-8lokg6hs 235 4 clustered cluster VBN cord-034058-8lokg6hs 235 5 by by IN cord-034058-8lokg6hs 235 6 movie movie NN cord-034058-8lokg6hs 235 7 in in IN cord-034058-8lokg6hs 235 8 each each DT cord-034058-8lokg6hs 235 9 market market NN cord-034058-8lokg6hs 235 10 ) ) -RRB- cord-034058-8lokg6hs 235 11 are be VBP cord-034058-8lokg6hs 235 12 in in IN cord-034058-8lokg6hs 235 13 parentheses parenthesis NNS cord-034058-8lokg6hs 235 14 . . . cord-034058-8lokg6hs 236 1 The the DT cord-034058-8lokg6hs 236 2 notation notation NN cord-034058-8lokg6hs 237 1 * * NFP cord-034058-8lokg6hs 237 2 * * NFP cord-034058-8lokg6hs 237 3 * * NFP cord-034058-8lokg6hs 237 4 indicates indicate VBZ cord-034058-8lokg6hs 237 5 significance significance NN cord-034058-8lokg6hs 237 6 at at IN cord-034058-8lokg6hs 237 7 1 1 CD cord-034058-8lokg6hs 237 8 % % NN cord-034058-8lokg6hs 237 9 level level NN cord-034058-8lokg6hs 237 10 , , , cord-034058-8lokg6hs 237 11 * * NFP cord-034058-8lokg6hs 237 12 * * NFP cord-034058-8lokg6hs 237 13 at at IN cord-034058-8lokg6hs 237 14 5 5 CD cord-034058-8lokg6hs 237 15 % % NN cord-034058-8lokg6hs 237 16 level level NN cord-034058-8lokg6hs 237 17 , , , cord-034058-8lokg6hs 237 18 * * NFP cord-034058-8lokg6hs 237 19 at at IN cord-034058-8lokg6hs 237 20 10 10 CD cord-034058-8lokg6hs 237 21 % % NN cord-034058-8lokg6hs 237 22 level level NN cord-034058-8lokg6hs 237 23 the the DT cord-034058-8lokg6hs 237 24 sign sign NN cord-034058-8lokg6hs 237 25 is be VBZ cord-034058-8lokg6hs 237 26 positive positive JJ cord-034058-8lokg6hs 237 27 for for IN cord-034058-8lokg6hs 237 28 all all DT cord-034058-8lokg6hs 237 29 provinces province NNS cord-034058-8lokg6hs 237 30 except except IN cord-034058-8lokg6hs 237 31 Kyungki Kyungki NNP cord-034058-8lokg6hs 237 32 , , , cord-034058-8lokg6hs 237 33 which which WDT cord-034058-8lokg6hs 237 34 surrounds surround VBZ cord-034058-8lokg6hs 237 35 Seoul Seoul NNP cord-034058-8lokg6hs 237 36 -the -the DT cord-034058-8lokg6hs 237 37 largest large JJS cord-034058-8lokg6hs 237 38 city city NN cord-034058-8lokg6hs 237 39 in in IN cord-034058-8lokg6hs 237 40 Korea Korea NNP cord-034058-8lokg6hs 237 41 -and -and : cord-034058-8lokg6hs 237 42 is be VBZ cord-034058-8lokg6hs 237 43 part part NN cord-034058-8lokg6hs 237 44 of of IN cord-034058-8lokg6hs 237 45 the the DT cord-034058-8lokg6hs 237 46 Seoul Seoul NNP cord-034058-8lokg6hs 237 47 Metropolitan Metropolitan NNP cord-034058-8lokg6hs 237 48 Area Area NNP cord-034058-8lokg6hs 237 49 . . . cord-034058-8lokg6hs 238 1 Indeed indeed RB cord-034058-8lokg6hs 238 2 , , , cord-034058-8lokg6hs 238 3 the the DT cord-034058-8lokg6hs 238 4 left left JJ cord-034058-8lokg6hs 238 5 panel panel NN cord-034058-8lokg6hs 238 6 of of IN cord-034058-8lokg6hs 238 7 Fig Fig NNP cord-034058-8lokg6hs 238 8 . . . cord-034058-8lokg6hs 239 1 6 6 CD cord-034058-8lokg6hs 239 2 in in IN cord-034058-8lokg6hs 239 3 the the DT cord-034058-8lokg6hs 239 4 Appendix Appendix NNP cord-034058-8lokg6hs 239 5 illustrates illustrate VBZ cord-034058-8lokg6hs 239 6 that that IN cord-034058-8lokg6hs 239 7 the the DT cord-034058-8lokg6hs 239 8 negative negative JJ cord-034058-8lokg6hs 239 9 effect effect NN cord-034058-8lokg6hs 239 10 of of IN cord-034058-8lokg6hs 239 11 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 239 12 in in IN cord-034058-8lokg6hs 239 13 a a DT cord-034058-8lokg6hs 239 14 market market NN cord-034058-8lokg6hs 239 15 , , , cord-034058-8lokg6hs 239 16 that that RB cord-034058-8lokg6hs 239 17 is is RB cord-034058-8lokg6hs 239 18 , , , cord-034058-8lokg6hs 239 19 the the DT cord-034058-8lokg6hs 239 20 sum sum NN cord-034058-8lokg6hs 239 21 of of IN cord-034058-8lokg6hs 239 22 the the DT cord-034058-8lokg6hs 239 23 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 239 24 coefficient coefficient NN cord-034058-8lokg6hs 239 25 and and CC cord-034058-8lokg6hs 239 26 the the DT cord-034058-8lokg6hs 239 27 interaction interaction NN cord-034058-8lokg6hs 239 28 term term NN cord-034058-8lokg6hs 239 29 coefficient coefficient NN cord-034058-8lokg6hs 239 30 , , , cord-034058-8lokg6hs 239 31 tends tend VBZ cord-034058-8lokg6hs 239 32 to to TO cord-034058-8lokg6hs 239 33 increase increase VB cord-034058-8lokg6hs 239 34 with with IN cord-034058-8lokg6hs 239 35 population population NN cord-034058-8lokg6hs 239 36 density density NN cord-034058-8lokg6hs 239 37 . . . cord-034058-8lokg6hs 240 1 25 25 CD cord-034058-8lokg6hs 241 1 I -PRON- PRP cord-034058-8lokg6hs 241 2 also also RB cord-034058-8lokg6hs 241 3 examine examine VBP cord-034058-8lokg6hs 241 4 the the DT cord-034058-8lokg6hs 241 5 relationship relationship NN cord-034058-8lokg6hs 241 6 between between IN cord-034058-8lokg6hs 241 7 the the DT cord-034058-8lokg6hs 241 8 number number NN cord-034058-8lokg6hs 241 9 of of IN cord-034058-8lokg6hs 241 10 screens screen NNS cord-034058-8lokg6hs 241 11 per per IN cord-034058-8lokg6hs 241 12 1,000 1,000 CD cord-034058-8lokg6hs 241 13 people people NNS cord-034058-8lokg6hs 241 14 and and CC cord-034058-8lokg6hs 241 15 the the DT cord-034058-8lokg6hs 241 16 size size NN cord-034058-8lokg6hs 241 17 of of IN cord-034058-8lokg6hs 241 18 the the DT cord-034058-8lokg6hs 241 19 COVID-19 covid-19 JJ cord-034058-8lokg6hs 241 20 effect effect NN cord-034058-8lokg6hs 241 21 ; ; : cord-034058-8lokg6hs 241 22 consumers consumer NNS cord-034058-8lokg6hs 241 23 in in IN cord-034058-8lokg6hs 241 24 a a DT cord-034058-8lokg6hs 241 25 market market NN cord-034058-8lokg6hs 241 26 with with IN cord-034058-8lokg6hs 241 27 higher high JJR cord-034058-8lokg6hs 241 28 per per IN cord-034058-8lokg6hs 241 29 capita capita FW cord-034058-8lokg6hs 241 30 screen screen NN cord-034058-8lokg6hs 241 31 count count NN cord-034058-8lokg6hs 241 32 go go VB cord-034058-8lokg6hs 241 33 to to IN cord-034058-8lokg6hs 241 34 the the DT cord-034058-8lokg6hs 241 35 movie movie NN cord-034058-8lokg6hs 241 36 theater theater NN cord-034058-8lokg6hs 241 37 more more RBR cord-034058-8lokg6hs 241 38 often often RB cord-034058-8lokg6hs 241 39 ( ( -LRB- cord-034058-8lokg6hs 241 40 assuming assume VBG cord-034058-8lokg6hs 241 41 that that IN cord-034058-8lokg6hs 241 42 the the DT cord-034058-8lokg6hs 241 43 observed observed JJ cord-034058-8lokg6hs 241 44 screen screen NN cord-034058-8lokg6hs 241 45 count count NN cord-034058-8lokg6hs 241 46 is be VBZ cord-034058-8lokg6hs 241 47 the the DT cord-034058-8lokg6hs 241 48 equilibrium equilibrium NN cord-034058-8lokg6hs 241 49 screen screen NN cord-034058-8lokg6hs 241 50 count count NN cord-034058-8lokg6hs 241 51 ) ) -RRB- cord-034058-8lokg6hs 241 52 , , , cord-034058-8lokg6hs 241 53 and and CC cord-034058-8lokg6hs 241 54 the the DT cord-034058-8lokg6hs 241 55 COVID-19 covid-19 JJ cord-034058-8lokg6hs 241 56 effect effect NN cord-034058-8lokg6hs 241 57 may may MD cord-034058-8lokg6hs 241 58 be be VB cord-034058-8lokg6hs 241 59 larger large JJR cord-034058-8lokg6hs 241 60 in in IN cord-034058-8lokg6hs 241 61 the the DT cord-034058-8lokg6hs 241 62 market market NN cord-034058-8lokg6hs 241 63 . . . cord-034058-8lokg6hs 242 1 This this DT cord-034058-8lokg6hs 242 2 conjecture conjecture NN cord-034058-8lokg6hs 242 3 is be VBZ cord-034058-8lokg6hs 242 4 partially partially RB cord-034058-8lokg6hs 242 5 supported support VBN cord-034058-8lokg6hs 242 6 by by IN cord-034058-8lokg6hs 242 7 the the DT cord-034058-8lokg6hs 242 8 scatter scatter NN cord-034058-8lokg6hs 242 9 plot plot NN cord-034058-8lokg6hs 242 10 in in IN cord-034058-8lokg6hs 242 11 the the DT cord-034058-8lokg6hs 242 12 right right JJ cord-034058-8lokg6hs 242 13 panel panel NN cord-034058-8lokg6hs 242 14 of of IN cord-034058-8lokg6hs 242 15 Fig Fig NNP cord-034058-8lokg6hs 242 16 . . NNP cord-034058-8lokg6hs 242 17 6 6 CD cord-034058-8lokg6hs 242 18 in in IN cord-034058-8lokg6hs 242 19 the the DT cord-034058-8lokg6hs 242 20 Appendix Appendix NNP cord-034058-8lokg6hs 242 21 . . . cord-034058-8lokg6hs 243 1 26 26 CD cord-034058-8lokg6hs 244 1 Consequently consequently RB cord-034058-8lokg6hs 244 2 , , , cord-034058-8lokg6hs 244 3 while while IN cord-034058-8lokg6hs 244 4 the the DT cord-034058-8lokg6hs 244 5 pandemic pandemic NN cord-034058-8lokg6hs 244 6 effect effect NN cord-034058-8lokg6hs 244 7 may may MD cord-034058-8lokg6hs 244 8 depend depend VB cord-034058-8lokg6hs 244 9 on on IN cord-034058-8lokg6hs 244 10 various various JJ cord-034058-8lokg6hs 244 11 market market NN cord-034058-8lokg6hs 244 12 characteristics characteristic NNS cord-034058-8lokg6hs 244 13 , , , cord-034058-8lokg6hs 244 14 population population NN cord-034058-8lokg6hs 244 15 density density NN cord-034058-8lokg6hs 244 16 seems seem VBZ cord-034058-8lokg6hs 244 17 to to TO cord-034058-8lokg6hs 244 18 be be VB cord-034058-8lokg6hs 244 19 one one CD cord-034058-8lokg6hs 244 20 of of IN cord-034058-8lokg6hs 244 21 the the DT cord-034058-8lokg6hs 244 22 critical critical JJ cord-034058-8lokg6hs 244 23 factors factor NNS cord-034058-8lokg6hs 244 24 ; ; : cord-034058-8lokg6hs 244 25 people people NNS cord-034058-8lokg6hs 244 26 in in IN cord-034058-8lokg6hs 244 27 metropolitan metropolitan JJ cord-034058-8lokg6hs 244 28 areas area NNS cord-034058-8lokg6hs 244 29 practiced practice VBD cord-034058-8lokg6hs 244 30 social social JJ cord-034058-8lokg6hs 244 31 distancing distance VBG cord-034058-8lokg6hs 244 32 more more RBR cord-034058-8lokg6hs 244 33 carefully carefully RB cord-034058-8lokg6hs 244 34 than than IN cord-034058-8lokg6hs 244 35 people people NNS cord-034058-8lokg6hs 244 36 in in IN cord-034058-8lokg6hs 244 37 areas area NNS cord-034058-8lokg6hs 244 38 with with IN cord-034058-8lokg6hs 244 39 lower low JJR cord-034058-8lokg6hs 244 40 population population NN cord-034058-8lokg6hs 244 41 density density NN cord-034058-8lokg6hs 244 42 including include VBG cord-034058-8lokg6hs 244 43 Kyungbook Kyungbook NNP cord-034058-8lokg6hs 244 44 and and CC cord-034058-8lokg6hs 244 45 Kyungnam Kyungnam NNP cord-034058-8lokg6hs 244 46 , , , cord-034058-8lokg6hs 244 47 the the DT cord-034058-8lokg6hs 244 48 two two CD cord-034058-8lokg6hs 244 49 provinces province NNS cord-034058-8lokg6hs 244 50 surrounding surround VBG cord-034058-8lokg6hs 244 51 Daegu Daegu NNP cord-034058-8lokg6hs 244 52 . . . cord-034058-8lokg6hs 245 1 Given give VBN cord-034058-8lokg6hs 245 2 that that IN cord-034058-8lokg6hs 245 3 the the DT cord-034058-8lokg6hs 245 4 total total JJ cord-034058-8lokg6hs 245 5 number number NN cord-034058-8lokg6hs 245 6 of of IN cord-034058-8lokg6hs 245 7 infections infection NNS cord-034058-8lokg6hs 245 8 began begin VBD cord-034058-8lokg6hs 245 9 to to TO cord-034058-8lokg6hs 245 10 surge surge VB cord-034058-8lokg6hs 245 11 only only RB cord-034058-8lokg6hs 245 12 in in IN cord-034058-8lokg6hs 245 13 the the DT cord-034058-8lokg6hs 245 14 fourth fourth JJ cord-034058-8lokg6hs 245 15 week week NN cord-034058-8lokg6hs 245 16 of of IN cord-034058-8lokg6hs 245 17 February February NNP cord-034058-8lokg6hs 246 1 ( ( -LRB- cord-034058-8lokg6hs 246 2 Panel Panel NNP cord-034058-8lokg6hs 246 3 ( ( -LRB- cord-034058-8lokg6hs 246 4 a a NN cord-034058-8lokg6hs 246 5 ) ) -RRB- cord-034058-8lokg6hs 246 6 of of IN cord-034058-8lokg6hs 246 7 Fig Fig NNP cord-034058-8lokg6hs 246 8 . . NNP cord-034058-8lokg6hs 246 9 1 1 CD cord-034058-8lokg6hs 246 10 ) ) -RRB- cord-034058-8lokg6hs 246 11 , , , cord-034058-8lokg6hs 246 12 the the DT cord-034058-8lokg6hs 246 13 negative negative JJ cord-034058-8lokg6hs 246 14 impact impact NN cord-034058-8lokg6hs 246 15 of of IN cord-034058-8lokg6hs 246 16 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 246 17 on on IN cord-034058-8lokg6hs 246 18 movie movie NN cord-034058-8lokg6hs 246 19 demand demand NN cord-034058-8lokg6hs 246 20 in in IN cord-034058-8lokg6hs 246 21 these these DT cord-034058-8lokg6hs 246 22 two two CD cord-034058-8lokg6hs 246 23 provinces province NNS cord-034058-8lokg6hs 246 24 would would MD cord-034058-8lokg6hs 246 25 have have VB cord-034058-8lokg6hs 246 26 been be VBN cord-034058-8lokg6hs 246 27 larger large JJR cord-034058-8lokg6hs 246 28 than than IN cord-034058-8lokg6hs 246 29 that that DT cord-034058-8lokg6hs 246 30 in in IN cord-034058-8lokg6hs 246 31 the the DT cord-034058-8lokg6hs 246 32 table table NN cord-034058-8lokg6hs 246 33 , , , cord-034058-8lokg6hs 246 34 had have VBD cord-034058-8lokg6hs 246 35 observations observation NNS cord-034058-8lokg6hs 246 36 of of IN cord-034058-8lokg6hs 246 37 the the DT cord-034058-8lokg6hs 246 38 last last JJ cord-034058-8lokg6hs 246 39 week week NN cord-034058-8lokg6hs 246 40 of of IN cord-034058-8lokg6hs 246 41 February February NNP cord-034058-8lokg6hs 246 42 and and CC cord-034058-8lokg6hs 246 43 later later RB cord-034058-8lokg6hs 246 44 been be VBN cord-034058-8lokg6hs 246 45 used use VBN cord-034058-8lokg6hs 246 46 in in IN cord-034058-8lokg6hs 246 47 the the DT cord-034058-8lokg6hs 246 48 analysis analysis NN cord-034058-8lokg6hs 246 49 . . . cord-034058-8lokg6hs 247 1 27 27 CD cord-034058-8lokg6hs 247 2 Results result NNS cord-034058-8lokg6hs 247 3 in in IN cord-034058-8lokg6hs 247 4 Table table NN cord-034058-8lokg6hs 247 5 2 2 CD cord-034058-8lokg6hs 247 6 also also RB cord-034058-8lokg6hs 247 7 shows show VBZ cord-034058-8lokg6hs 247 8 that that IN cord-034058-8lokg6hs 247 9 the the DT cord-034058-8lokg6hs 247 10 estimated estimate VBN cord-034058-8lokg6hs 247 11 value value NN cord-034058-8lokg6hs 247 12 of of IN cord-034058-8lokg6hs 247 13 σ σ NN cord-034058-8lokg6hs 247 14 ( ( -LRB- cord-034058-8lokg6hs 247 15 0.992 0.992 CD cord-034058-8lokg6hs 247 16 ) ) -RRB- cord-034058-8lokg6hs 247 17 is be VBZ cord-034058-8lokg6hs 247 18 much much RB cord-034058-8lokg6hs 247 19 larger large JJR cord-034058-8lokg6hs 247 20 than than IN cord-034058-8lokg6hs 247 21 the the DT cord-034058-8lokg6hs 247 22 estimated estimate VBN cord-034058-8lokg6hs 247 23 value value NN cord-034058-8lokg6hs 247 24 using use VBG cord-034058-8lokg6hs 247 25 the the DT cord-034058-8lokg6hs 247 26 U.S. U.S. NNP cord-034058-8lokg6hs 247 27 data datum NNS cord-034058-8lokg6hs 247 28 ( ( -LRB- cord-034058-8lokg6hs 247 29 0.52 0.52 CD cord-034058-8lokg6hs 247 30 in in IN cord-034058-8lokg6hs 247 31 Einav Einav NNP cord-034058-8lokg6hs 247 32 ( ( -LRB- cord-034058-8lokg6hs 247 33 2007 2007 CD cord-034058-8lokg6hs 247 34 ) ) -RRB- cord-034058-8lokg6hs 247 35 and and CC cord-034058-8lokg6hs 247 36 0.37 0.37 CD cord-034058-8lokg6hs 247 37 in in IN cord-034058-8lokg6hs 247 38 Leung Leung NNP cord-034058-8lokg6hs 247 39 et et NNP cord-034058-8lokg6hs 247 40 al al NNP cord-034058-8lokg6hs 247 41 . . . cord-034058-8lokg6hs 247 42 2019 2019 CD cord-034058-8lokg6hs 247 43 ) ) -RRB- cord-034058-8lokg6hs 247 44 , , , cord-034058-8lokg6hs 247 45 suggesting suggest VBG cord-034058-8lokg6hs 247 46 that that IN cord-034058-8lokg6hs 247 47 in in IN cord-034058-8lokg6hs 247 48 Korea Korea NNP cord-034058-8lokg6hs 247 49 movies movie NNS cord-034058-8lokg6hs 247 50 take take VBP cord-034058-8lokg6hs 247 51 consumers consumer NNS cord-034058-8lokg6hs 247 52 mostly mostly RB cord-034058-8lokg6hs 247 53 from from IN cord-034058-8lokg6hs 247 54 each each DT cord-034058-8lokg6hs 247 55 other other JJ cord-034058-8lokg6hs 247 56 rather rather RB cord-034058-8lokg6hs 247 57 than than IN cord-034058-8lokg6hs 247 58 attracting attract VBG cord-034058-8lokg6hs 247 59 those those DT cord-034058-8lokg6hs 247 60 who who WP cord-034058-8lokg6hs 247 61 do do VBP cord-034058-8lokg6hs 247 62 not not RB cord-034058-8lokg6hs 247 63 go go VB cord-034058-8lokg6hs 247 64 to to IN cord-034058-8lokg6hs 247 65 the the DT cord-034058-8lokg6hs 247 66 cinema cinema NN cord-034058-8lokg6hs 247 67 . . . cord-034058-8lokg6hs 248 1 Additionally additionally RB cord-034058-8lokg6hs 248 2 , , , cord-034058-8lokg6hs 248 3 the the DT cord-034058-8lokg6hs 248 4 market market NN cord-034058-8lokg6hs 248 5 share share NN cord-034058-8lokg6hs 248 6 of of IN cord-034058-8lokg6hs 248 7 a a DT cord-034058-8lokg6hs 248 8 movie movie NN cord-034058-8lokg6hs 248 9 decreases decrease VBZ cord-034058-8lokg6hs 248 10 over over IN cord-034058-8lokg6hs 248 11 time time NN cord-034058-8lokg6hs 248 12 , , , cord-034058-8lokg6hs 248 13 while while IN cord-034058-8lokg6hs 248 14 box box NN cord-034058-8lokg6hs 248 15 - - HYPH cord-034058-8lokg6hs 248 16 office office NN cord-034058-8lokg6hs 248 17 revenue revenue NN cord-034058-8lokg6hs 248 18 jumps jump VBZ cord-034058-8lokg6hs 248 19 during during IN cord-034058-8lokg6hs 248 20 holidays holiday NNS cord-034058-8lokg6hs 248 21 . . . cord-034058-8lokg6hs 249 1 Figure figure NN cord-034058-8lokg6hs 249 2 5 5 CD cord-034058-8lokg6hs 249 3 compares compare VBZ cord-034058-8lokg6hs 249 4 the the DT cord-034058-8lokg6hs 249 5 distribution distribution NN cord-034058-8lokg6hs 249 6 of of IN cord-034058-8lokg6hs 249 7 the the DT cord-034058-8lokg6hs 249 8 estimated estimate VBN cord-034058-8lokg6hs 249 9 movie movie NN cord-034058-8lokg6hs 249 10 fixed fix VBN cord-034058-8lokg6hs 249 11 effects effect NNS cord-034058-8lokg6hs 249 12 for for IN cord-034058-8lokg6hs 249 13 ( ( -LRB- cord-034058-8lokg6hs 249 14 i i NN cord-034058-8lokg6hs 249 15 ) ) -RRB- cord-034058-8lokg6hs 249 16 movies movie NNS cord-034058-8lokg6hs 249 17 released release VBN cord-034058-8lokg6hs 249 18 during during IN cord-034058-8lokg6hs 249 19 the the DT cord-034058-8lokg6hs 249 20 pandemic pandemic NN cord-034058-8lokg6hs 249 21 period period NN cord-034058-8lokg6hs 249 22 ( ( -LRB- cord-034058-8lokg6hs 249 23 4th-8th 4th-8th CD cord-034058-8lokg6hs 249 24 week week NN cord-034058-8lokg6hs 249 25 ) ) -RRB- cord-034058-8lokg6hs 249 26 in in IN cord-034058-8lokg6hs 249 27 2020 2020 CD cord-034058-8lokg6hs 249 28 and and CC cord-034058-8lokg6hs 249 29 ( ( -LRB- cord-034058-8lokg6hs 249 30 ii ii NN cord-034058-8lokg6hs 249 31 ) ) -RRB- cord-034058-8lokg6hs 249 32 movies movie NNS cord-034058-8lokg6hs 249 33 released release VBN cord-034058-8lokg6hs 249 34 during during IN cord-034058-8lokg6hs 249 35 the the DT cord-034058-8lokg6hs 249 36 same same JJ cord-034058-8lokg6hs 249 37 period period NN cord-034058-8lokg6hs 249 38 in in IN cord-034058-8lokg6hs 249 39 the the DT cord-034058-8lokg6hs 249 40 previous previous JJ cord-034058-8lokg6hs 249 41 years year NNS cord-034058-8lokg6hs 249 42 ( ( -LRB- cord-034058-8lokg6hs 249 43 2017 2017 CD cord-034058-8lokg6hs 249 44 - - SYM cord-034058-8lokg6hs 249 45 2019 2019 CD cord-034058-8lokg6hs 249 46 ) ) -RRB- cord-034058-8lokg6hs 249 47 . . . cord-034058-8lokg6hs 250 1 The the DT cord-034058-8lokg6hs 250 2 figure figure NN cord-034058-8lokg6hs 250 3 shows show VBZ cord-034058-8lokg6hs 250 4 that that IN cord-034058-8lokg6hs 250 5 as as IN cord-034058-8lokg6hs 250 6 expected expect VBN cord-034058-8lokg6hs 250 7 the the DT cord-034058-8lokg6hs 250 8 quality quality NN cord-034058-8lokg6hs 250 9 tends tend VBZ cord-034058-8lokg6hs 250 10 to to TO cord-034058-8lokg6hs 250 11 be be VB cord-034058-8lokg6hs 250 12 much much RB cord-034058-8lokg6hs 250 13 lower low JJR cord-034058-8lokg6hs 250 14 for for IN cord-034058-8lokg6hs 250 15 movies movie NNS cord-034058-8lokg6hs 250 16 in in IN cord-034058-8lokg6hs 250 17 the the DT cord-034058-8lokg6hs 250 18 first first JJ cord-034058-8lokg6hs 250 19 group group NN cord-034058-8lokg6hs 250 20 compared compare VBN cord-034058-8lokg6hs 250 21 to to IN cord-034058-8lokg6hs 250 22 movies movie NNS cord-034058-8lokg6hs 250 23 in in IN cord-034058-8lokg6hs 250 24 the the DT cord-034058-8lokg6hs 250 25 second second JJ cord-034058-8lokg6hs 250 26 group group NN cord-034058-8lokg6hs 250 27 . . . cord-034058-8lokg6hs 251 1 Figure figure NN cord-034058-8lokg6hs 251 2 7 7 CD cord-034058-8lokg6hs 251 3 in in IN cord-034058-8lokg6hs 251 4 the the DT cord-034058-8lokg6hs 251 5 Appendix Appendix NNP cord-034058-8lokg6hs 251 6 presents present VBZ cord-034058-8lokg6hs 251 7 the the DT cord-034058-8lokg6hs 251 8 observed observed JJ cord-034058-8lokg6hs 251 9 and and CC cord-034058-8lokg6hs 251 10 predicted predict VBD cord-034058-8lokg6hs 251 11 industry industry NN cord-034058-8lokg6hs 251 12 market market NN cord-034058-8lokg6hs 251 13 shares share NNS cord-034058-8lokg6hs 251 14 , , , cord-034058-8lokg6hs 251 15 and and CC cord-034058-8lokg6hs 251 16 reveals reveal VBZ cord-034058-8lokg6hs 251 17 that that IN cord-034058-8lokg6hs 251 18 the the DT cord-034058-8lokg6hs 251 19 model model NN cord-034058-8lokg6hs 251 20 replicates replicate VBZ cord-034058-8lokg6hs 251 21 the the DT cord-034058-8lokg6hs 251 22 observed observed JJ cord-034058-8lokg6hs 251 23 industry industry NN cord-034058-8lokg6hs 251 24 market market NN cord-034058-8lokg6hs 251 25 shares share NNS cord-034058-8lokg6hs 251 26 quite quite RB cord-034058-8lokg6hs 251 27 well well RB cord-034058-8lokg6hs 251 28 in in IN cord-034058-8lokg6hs 251 29 all all DT cord-034058-8lokg6hs 251 30 markets market NNS cord-034058-8lokg6hs 251 31 . . . cord-034058-8lokg6hs 252 1 28 28 CD cord-034058-8lokg6hs 253 1 Accordingly accordingly RB cord-034058-8lokg6hs 253 2 , , , cord-034058-8lokg6hs 253 3 the the DT cord-034058-8lokg6hs 253 4 relative relative JJ cord-034058-8lokg6hs 253 5 difference difference NN cord-034058-8lokg6hs 253 6 between between IN cord-034058-8lokg6hs 253 7 the the DT cord-034058-8lokg6hs 253 8 predicted predict VBN cord-034058-8lokg6hs 253 9 and and CC cord-034058-8lokg6hs 253 10 the the DT cord-034058-8lokg6hs 253 11 observed observed JJ cord-034058-8lokg6hs 253 12 revenues revenue NNS cord-034058-8lokg6hs 253 13 presented present VBN cord-034058-8lokg6hs 253 14 in in IN cord-034058-8lokg6hs 253 15 Table Table NNP cord-034058-8lokg6hs 253 16 7 7 CD cord-034058-8lokg6hs 253 17 in in IN cord-034058-8lokg6hs 253 18 the the DT cord-034058-8lokg6hs 253 19 Appendix Appendix NNP cord-034058-8lokg6hs 253 20 is be VBZ cord-034058-8lokg6hs 253 21 quite quite RB cord-034058-8lokg6hs 253 22 small small JJ cord-034058-8lokg6hs 253 23 ( ( -LRB- cord-034058-8lokg6hs 253 24 3.3 3.3 CD cord-034058-8lokg6hs 253 25 -9.2 -9.2 DT cord-034058-8lokg6hs 253 26 percent percent NN cord-034058-8lokg6hs 253 27 ) ) -RRB- cord-034058-8lokg6hs 253 28 in in IN cord-034058-8lokg6hs 253 29 all all DT cord-034058-8lokg6hs 253 30 markets market NNS cord-034058-8lokg6hs 253 31 . . . cord-034058-8lokg6hs 254 1 Using use VBG cord-034058-8lokg6hs 254 2 the the DT cord-034058-8lokg6hs 254 3 estimated estimate VBN cord-034058-8lokg6hs 254 4 parameters parameter NNS cord-034058-8lokg6hs 254 5 of of IN cord-034058-8lokg6hs 254 6 model model NN cord-034058-8lokg6hs 254 7 ( ( -LRB- cord-034058-8lokg6hs 254 8 4 4 CD cord-034058-8lokg6hs 254 9 ) ) -RRB- cord-034058-8lokg6hs 254 10 , , , cord-034058-8lokg6hs 254 11 I -PRON- PRP cord-034058-8lokg6hs 254 12 examine examine VBP cord-034058-8lokg6hs 254 13 what what WDT cord-034058-8lokg6hs 254 14 box box NN cord-034058-8lokg6hs 254 15 - - HYPH cord-034058-8lokg6hs 254 16 office office NN cord-034058-8lokg6hs 254 17 revenue revenue NN cord-034058-8lokg6hs 254 18 would would MD cord-034058-8lokg6hs 254 19 have have VB cord-034058-8lokg6hs 254 20 been be VBN cord-034058-8lokg6hs 254 21 in in IN cord-034058-8lokg6hs 254 22 each each DT cord-034058-8lokg6hs 254 23 market market NN cord-034058-8lokg6hs 254 24 and and CC cord-034058-8lokg6hs 254 25 nationwide nationwide RB cord-034058-8lokg6hs 254 26 during during IN cord-034058-8lokg6hs 254 27 the the DT cord-034058-8lokg6hs 254 28 first first JJ cord-034058-8lokg6hs 254 29 five five CD cord-034058-8lokg6hs 254 30 weeks week NNS cord-034058-8lokg6hs 254 31 after after IN cord-034058-8lokg6hs 254 32 the the DT cord-034058-8lokg6hs 254 33 25 25 CD cord-034058-8lokg6hs 254 34 The the DT cord-034058-8lokg6hs 254 35 correlation correlation NN cord-034058-8lokg6hs 254 36 coefficient coefficient NN cord-034058-8lokg6hs 254 37 is be VBZ cord-034058-8lokg6hs 254 38 −0.51 −0.51 NNP cord-034058-8lokg6hs 254 39 . . . cord-034058-8lokg6hs 254 40 26 26 CD cord-034058-8lokg6hs 254 41 The the DT cord-034058-8lokg6hs 254 42 correlation correlation NN cord-034058-8lokg6hs 254 43 coefficient coefficient NN cord-034058-8lokg6hs 254 44 is be VBZ cord-034058-8lokg6hs 254 45 −0.22 −0.22 NNP cord-034058-8lokg6hs 254 46 . . . cord-034058-8lokg6hs 254 47 27 27 CD cord-034058-8lokg6hs 255 1 The the DT cord-034058-8lokg6hs 255 2 sample sample NN cord-034058-8lokg6hs 255 3 period period NN cord-034058-8lokg6hs 255 4 ends end VBZ cord-034058-8lokg6hs 255 5 at at IN cord-034058-8lokg6hs 255 6 the the DT cord-034058-8lokg6hs 255 7 third third JJ cord-034058-8lokg6hs 255 8 week week NN cord-034058-8lokg6hs 255 9 of of IN cord-034058-8lokg6hs 255 10 February February NNP cord-034058-8lokg6hs 255 11 . . . cord-034058-8lokg6hs 256 1 28 28 CD cord-034058-8lokg6hs 256 2 Predicted predict VBN cord-034058-8lokg6hs 256 3 industry industry NN cord-034058-8lokg6hs 256 4 market market NN cord-034058-8lokg6hs 256 5 share share NN cord-034058-8lokg6hs 256 6 in in IN cord-034058-8lokg6hs 256 7 a a DT cord-034058-8lokg6hs 256 8 week week NN cord-034058-8lokg6hs 256 9 is be VBZ cord-034058-8lokg6hs 256 10 the the DT cord-034058-8lokg6hs 256 11 sum sum NN cord-034058-8lokg6hs 256 12 of of IN cord-034058-8lokg6hs 256 13 the the DT cord-034058-8lokg6hs 256 14 predicted predict VBN cord-034058-8lokg6hs 256 15 market market NN cord-034058-8lokg6hs 256 16 shares share NNS cord-034058-8lokg6hs 256 17 of of IN cord-034058-8lokg6hs 256 18 all all DT cord-034058-8lokg6hs 256 19 available available JJ cord-034058-8lokg6hs 256 20 movies movie NNS cord-034058-8lokg6hs 256 21 in in IN cord-034058-8lokg6hs 256 22 that that DT cord-034058-8lokg6hs 256 23 week week NN cord-034058-8lokg6hs 256 24 , , , cord-034058-8lokg6hs 256 25 averaged average VBD cord-034058-8lokg6hs 256 26 over over IN cord-034058-8lokg6hs 256 27 the the DT cord-034058-8lokg6hs 256 28 years year NNS cord-034058-8lokg6hs 256 29 . . . cord-034058-8lokg6hs 256 30 _SP cord-034058-8lokg6hs 257 1 whereδ whereδ NNP cord-034058-8lokg6hs 258 1 * * NFP cord-034058-8lokg6hs 258 2 f f NNP cord-034058-8lokg6hs 258 3 mt mt NNP cord-034058-8lokg6hs 258 4 is be VBZ cord-034058-8lokg6hs 258 5 the the DT cord-034058-8lokg6hs 258 6 predicted predict VBN cord-034058-8lokg6hs 258 7 mean mean JJ cord-034058-8lokg6hs 258 8 utility utility NN cord-034058-8lokg6hs 258 9 of of IN cord-034058-8lokg6hs 258 10 the the DT cord-034058-8lokg6hs 258 11 movie movie NN cord-034058-8lokg6hs 258 12 with with IN cord-034058-8lokg6hs 258 13 the the DT cord-034058-8lokg6hs 258 14 value value NN cord-034058-8lokg6hs 258 15 of of IN cord-034058-8lokg6hs 258 16 COV cov NN cord-034058-8lokg6hs 258 17 I i NN cord-034058-8lokg6hs 258 18 D D NNP cord-034058-8lokg6hs 258 19 −19 −19 NNP cord-034058-8lokg6hs 258 20 equal equal JJ cord-034058-8lokg6hs 258 21 to to IN cord-034058-8lokg6hs 258 22 zero zero CD cord-034058-8lokg6hs 258 23 instead instead RB cord-034058-8lokg6hs 258 24 of of IN cord-034058-8lokg6hs 258 25 one one CD cord-034058-8lokg6hs 258 26 . . . cord-034058-8lokg6hs 259 1 For for IN cord-034058-8lokg6hs 259 2 each each DT cord-034058-8lokg6hs 259 3 market market NN cord-034058-8lokg6hs 259 4 and and CC cord-034058-8lokg6hs 259 5 week week NN cord-034058-8lokg6hs 259 6 , , , cord-034058-8lokg6hs 259 7 I -PRON- PRP cord-034058-8lokg6hs 259 8 get get VBP cord-034058-8lokg6hs 259 9 the the DT cord-034058-8lokg6hs 259 10 difference difference NN cord-034058-8lokg6hs 259 11 between between IN cord-034058-8lokg6hs 259 12 the the DT cord-034058-8lokg6hs 259 13 counterfactual counterfactual JJ cord-034058-8lokg6hs 259 14 and and CC cord-034058-8lokg6hs 259 15 observed observed JJ cord-034058-8lokg6hs 259 16 industry industry NN cord-034058-8lokg6hs 259 17 market market NN cord-034058-8lokg6hs 259 18 shares share NNS cord-034058-8lokg6hs 259 19 , , , cord-034058-8lokg6hs 259 20 s s NNP cord-034058-8lokg6hs 259 21 * * NFP cord-034058-8lokg6hs 259 22 mt mt NNP cord-034058-8lokg6hs 259 23 and and CC cord-034058-8lokg6hs 259 24 s s NNP cord-034058-8lokg6hs 259 25 mt mt NNP cord-034058-8lokg6hs 259 26 . . . cord-034058-8lokg6hs 260 1 Then then RB cord-034058-8lokg6hs 260 2 , , , cord-034058-8lokg6hs 260 3 the the DT cord-034058-8lokg6hs 260 4 shortrun shortrun NN cord-034058-8lokg6hs 260 5 revenue revenue NN cord-034058-8lokg6hs 260 6 loss loss NN cord-034058-8lokg6hs 260 7 owing owe VBG cord-034058-8lokg6hs 260 8 to to IN cord-034058-8lokg6hs 260 9 the the DT cord-034058-8lokg6hs 260 10 social social JJ cord-034058-8lokg6hs 260 11 distancing distance VBG cord-034058-8lokg6hs 260 12 practices practice NNS cord-034058-8lokg6hs 260 13 in in IN cord-034058-8lokg6hs 260 14 market market NN cord-034058-8lokg6hs 260 15 m m NNP cord-034058-8lokg6hs 260 16 , , , cord-034058-8lokg6hs 260 17 RL RL NNP cord-034058-8lokg6hs 260 18 m m NNP cord-034058-8lokg6hs 260 19 , , , cord-034058-8lokg6hs 260 20 is be VBZ cord-034058-8lokg6hs 260 21 where where WRB cord-034058-8lokg6hs 260 22 p p NNP cord-034058-8lokg6hs 260 23 mt mt NNP cord-034058-8lokg6hs 260 24 is be VBZ cord-034058-8lokg6hs 260 25 the the DT cord-034058-8lokg6hs 260 26 average average JJ cord-034058-8lokg6hs 260 27 admission admission NN cord-034058-8lokg6hs 260 28 price price NN cord-034058-8lokg6hs 260 29 in in IN cord-034058-8lokg6hs 260 30 market market NN cord-034058-8lokg6hs 260 31 m m NN cord-034058-8lokg6hs 260 32 at at IN cord-034058-8lokg6hs 260 33 week week NN cord-034058-8lokg6hs 260 34 t t NN cord-034058-8lokg6hs 260 35 , , , cord-034058-8lokg6hs 260 36 which which WDT cord-034058-8lokg6hs 260 37 is be VBZ cord-034058-8lokg6hs 260 38 obtained obtain VBN cord-034058-8lokg6hs 260 39 by by IN cord-034058-8lokg6hs 260 40 dividing divide VBG cord-034058-8lokg6hs 260 41 the the DT cord-034058-8lokg6hs 260 42 observed observed JJ cord-034058-8lokg6hs 260 43 box box NN cord-034058-8lokg6hs 260 44 - - HYPH cord-034058-8lokg6hs 260 45 office office NN cord-034058-8lokg6hs 260 46 revenue revenue NN cord-034058-8lokg6hs 260 47 by by IN cord-034058-8lokg6hs 260 48 the the DT cord-034058-8lokg6hs 260 49 observed observed JJ cord-034058-8lokg6hs 260 50 audience audience NN cord-034058-8lokg6hs 260 51 size size NN cord-034058-8lokg6hs 260 52 , , , cord-034058-8lokg6hs 260 53 and and CC cord-034058-8lokg6hs 260 54 MS MS NNP cord-034058-8lokg6hs 260 55 m m NNP cord-034058-8lokg6hs 260 56 is be VBZ cord-034058-8lokg6hs 260 57 the the DT cord-034058-8lokg6hs 260 58 market market NN cord-034058-8lokg6hs 260 59 size size NN cord-034058-8lokg6hs 260 60 . . . cord-034058-8lokg6hs 261 1 Table table NN cord-034058-8lokg6hs 261 2 3 3 CD cord-034058-8lokg6hs 261 3 presents present VBZ cord-034058-8lokg6hs 261 4 estimated estimate VBN cord-034058-8lokg6hs 261 5 short short JJ cord-034058-8lokg6hs 261 6 - - HYPH cord-034058-8lokg6hs 261 7 run run NN cord-034058-8lokg6hs 261 8 revenue revenue NN cord-034058-8lokg6hs 261 9 loss loss NN cord-034058-8lokg6hs 261 10 for for IN cord-034058-8lokg6hs 261 11 each each DT cord-034058-8lokg6hs 261 12 market market NN cord-034058-8lokg6hs 261 13 as as RB cord-034058-8lokg6hs 261 14 well well RB cord-034058-8lokg6hs 261 15 as as IN cord-034058-8lokg6hs 261 16 the the DT cord-034058-8lokg6hs 261 17 95 95 CD cord-034058-8lokg6hs 261 18 percent percent NN cord-034058-8lokg6hs 261 19 confidence confidence NN cord-034058-8lokg6hs 261 20 intervals interval NNS cord-034058-8lokg6hs 261 21 that that WDT cord-034058-8lokg6hs 261 22 are be VBP cord-034058-8lokg6hs 261 23 based base VBN cord-034058-8lokg6hs 261 24 on on IN cord-034058-8lokg6hs 261 25 200 200 CD cord-034058-8lokg6hs 261 26 cluster cluster NN cord-034058-8lokg6hs 261 27 bootstrap bootstrap NN cord-034058-8lokg6hs 261 28 replications replication NNS cord-034058-8lokg6hs 261 29 . . . cord-034058-8lokg6hs 262 1 It -PRON- PRP cord-034058-8lokg6hs 262 2 ranges range VBZ cord-034058-8lokg6hs 262 3 from from IN cord-034058-8lokg6hs 262 4 400 400 CD cord-034058-8lokg6hs 262 5 thousand thousand CD cord-034058-8lokg6hs 262 6 dollars dollar NNS cord-034058-8lokg6hs 262 7 ( ( -LRB- cord-034058-8lokg6hs 262 8 in in IN cord-034058-8lokg6hs 262 9 Jeju Jeju NNP cord-034058-8lokg6hs 262 10 ) ) -RRB- cord-034058-8lokg6hs 262 11 to to IN cord-034058-8lokg6hs 262 12 16 16 CD cord-034058-8lokg6hs 262 13 million million CD cord-034058-8lokg6hs 262 14 dollars dollar NNS cord-034058-8lokg6hs 262 15 ( ( -LRB- cord-034058-8lokg6hs 262 16 in in IN cord-034058-8lokg6hs 262 17 Seoul Seoul NNP cord-034058-8lokg6hs 262 18 ) ) -RRB- cord-034058-8lokg6hs 262 19 . . . cord-034058-8lokg6hs 263 1 I -PRON- PRP cord-034058-8lokg6hs 263 2 also also RB cord-034058-8lokg6hs 263 3 divide divide VBP cord-034058-8lokg6hs 263 4 the the DT cord-034058-8lokg6hs 263 5 lost lost JJ cord-034058-8lokg6hs 263 6 revenue revenue NN cord-034058-8lokg6hs 263 7 by by IN cord-034058-8lokg6hs 263 8 the the DT cord-034058-8lokg6hs 263 9 number number NN cord-034058-8lokg6hs 263 10 of of IN cord-034058-8lokg6hs 263 11 theaters theater NNS cord-034058-8lokg6hs 263 12 in in IN cord-034058-8lokg6hs 263 13 each each DT cord-034058-8lokg6hs 263 14 market market NN cord-034058-8lokg6hs 263 15 to to TO cord-034058-8lokg6hs 263 16 derive derive VB cord-034058-8lokg6hs 263 17 the the DT cord-034058-8lokg6hs 263 18 revenue revenue NN cord-034058-8lokg6hs 263 19 Table table NN cord-034058-8lokg6hs 263 20 3 3 CD cord-034058-8lokg6hs 263 21 presents present VBZ cord-034058-8lokg6hs 263 22 estimated estimate VBN cord-034058-8lokg6hs 263 23 short short JJ cord-034058-8lokg6hs 263 24 - - HYPH cord-034058-8lokg6hs 263 25 run run NN cord-034058-8lokg6hs 263 26 revenue revenue NN cord-034058-8lokg6hs 263 27 loss loss NN cord-034058-8lokg6hs 263 28 ( ( -LRB- cord-034058-8lokg6hs 263 29 in in IN cord-034058-8lokg6hs 263 30 1,000 1,000 CD cord-034058-8lokg6hs 263 31 US US NNP cord-034058-8lokg6hs 263 32 dollars dollar NNS cord-034058-8lokg6hs 263 33 ) ) -RRB- cord-034058-8lokg6hs 263 34 for for IN cord-034058-8lokg6hs 263 35 each each DT cord-034058-8lokg6hs 263 36 market market NN cord-034058-8lokg6hs 263 37 as as RB cord-034058-8lokg6hs 263 38 well well RB cord-034058-8lokg6hs 263 39 as as IN cord-034058-8lokg6hs 263 40 the the DT cord-034058-8lokg6hs 263 41 95 95 CD cord-034058-8lokg6hs 263 42 percent percent NN cord-034058-8lokg6hs 263 43 confidence confidence NN cord-034058-8lokg6hs 263 44 intervals interval NNS cord-034058-8lokg6hs 263 45 that that WDT cord-034058-8lokg6hs 263 46 are be VBP cord-034058-8lokg6hs 263 47 based base VBN cord-034058-8lokg6hs 263 48 on on IN cord-034058-8lokg6hs 263 49 200 200 CD cord-034058-8lokg6hs 263 50 cluster cluster NN cord-034058-8lokg6hs 263 51 bootstrap bootstrap NN cord-034058-8lokg6hs 263 52 replications replication NNS cord-034058-8lokg6hs 263 53 . . . cord-034058-8lokg6hs 264 1 Two two CD cord-034058-8lokg6hs 264 2 out out IN cord-034058-8lokg6hs 264 3 of of IN cord-034058-8lokg6hs 264 4 513 513 CD cord-034058-8lokg6hs 264 5 theaters theater NNS cord-034058-8lokg6hs 264 6 in in IN cord-034058-8lokg6hs 264 7 Korea Korea NNP cord-034058-8lokg6hs 264 8 are be VBP cord-034058-8lokg6hs 264 9 located locate VBN cord-034058-8lokg6hs 264 10 in in IN cord-034058-8lokg6hs 264 11 Sejong Sejong NNP cord-034058-8lokg6hs 264 12 , , , cord-034058-8lokg6hs 264 13 the the DT cord-034058-8lokg6hs 264 14 city city NN cord-034058-8lokg6hs 264 15 that that WDT cord-034058-8lokg6hs 264 16 is be VBZ cord-034058-8lokg6hs 264 17 excluded exclude VBN cord-034058-8lokg6hs 264 18 from from IN cord-034058-8lokg6hs 264 19 the the DT cord-034058-8lokg6hs 264 20 analysis analysis NN cord-034058-8lokg6hs 264 21 loss loss NN cord-034058-8lokg6hs 264 22 per per IN cord-034058-8lokg6hs 264 23 theater theater NN cord-034058-8lokg6hs 264 24 . . . cord-034058-8lokg6hs 265 1 29 29 CD cord-034058-8lokg6hs 266 1 According accord VBG cord-034058-8lokg6hs 266 2 to to IN cord-034058-8lokg6hs 266 3 the the DT cord-034058-8lokg6hs 266 4 table table NN cord-034058-8lokg6hs 266 5 , , , cord-034058-8lokg6hs 266 6 theaters theater NNS cord-034058-8lokg6hs 266 7 in in IN cord-034058-8lokg6hs 266 8 Seoul Seoul NNP cord-034058-8lokg6hs 266 9 were be VBD cord-034058-8lokg6hs 266 10 hit hit VBN cord-034058-8lokg6hs 266 11 the the DT cord-034058-8lokg6hs 266 12 most most RBS cord-034058-8lokg6hs 266 13 severely severely RB cord-034058-8lokg6hs 266 14 with with IN cord-034058-8lokg6hs 266 15 an an DT cord-034058-8lokg6hs 266 16 average average JJ cord-034058-8lokg6hs 266 17 sales sale NNS cord-034058-8lokg6hs 266 18 loss loss NN cord-034058-8lokg6hs 266 19 of of IN cord-034058-8lokg6hs 266 20 $ $ $ cord-034058-8lokg6hs 266 21 183,000 183,000 CD cord-034058-8lokg6hs 266 22 due due IN cord-034058-8lokg6hs 266 23 to to IN cord-034058-8lokg6hs 266 24 reduced reduce VBN cord-034058-8lokg6hs 266 25 movie movie NN cord-034058-8lokg6hs 266 26 demand demand NN cord-034058-8lokg6hs 266 27 . . . cord-034058-8lokg6hs 267 1 The the DT cord-034058-8lokg6hs 267 2 estimated estimate VBN cord-034058-8lokg6hs 267 3 revenue revenue NN cord-034058-8lokg6hs 267 4 loss loss NN cord-034058-8lokg6hs 267 5 is be VBZ cord-034058-8lokg6hs 267 6 52 52 CD cord-034058-8lokg6hs 267 7 million million CD cord-034058-8lokg6hs 267 8 dollars dollar NNS cord-034058-8lokg6hs 267 9 nationwide nationwide RB cord-034058-8lokg6hs 267 10 , , , cord-034058-8lokg6hs 267 11 while while IN cord-034058-8lokg6hs 267 12 the the DT cord-034058-8lokg6hs 267 13 observed observed JJ cord-034058-8lokg6hs 267 14 box box NN cord-034058-8lokg6hs 267 15 - - HYPH cord-034058-8lokg6hs 267 16 office office NN cord-034058-8lokg6hs 267 17 revenue revenue NN cord-034058-8lokg6hs 267 18 during during IN cord-034058-8lokg6hs 267 19 the the DT cord-034058-8lokg6hs 267 20 five five CD cord-034058-8lokg6hs 267 21 weeks week NNS cord-034058-8lokg6hs 267 22 is be VBZ cord-034058-8lokg6hs 267 23 102 102 CD cord-034058-8lokg6hs 267 24 million million CD cord-034058-8lokg6hs 267 25 dollars dollar NNS cord-034058-8lokg6hs 267 26 , , , cord-034058-8lokg6hs 267 27 as as IN cord-034058-8lokg6hs 267 28 can can MD cord-034058-8lokg6hs 267 29 be be VB cord-034058-8lokg6hs 267 30 seen see VBN cord-034058-8lokg6hs 267 31 in in IN cord-034058-8lokg6hs 267 32 Table Table NNP cord-034058-8lokg6hs 267 33 6 6 CD cord-034058-8lokg6hs 267 34 in in IN cord-034058-8lokg6hs 267 35 the the DT cord-034058-8lokg6hs 267 36 Appendix Appendix NNP cord-034058-8lokg6hs 267 37 . . . cord-034058-8lokg6hs 268 1 This this DT cord-034058-8lokg6hs 268 2 implies imply VBZ cord-034058-8lokg6hs 268 3 that that IN cord-034058-8lokg6hs 268 4 social social JJ cord-034058-8lokg6hs 268 5 distancing distancing NN cord-034058-8lokg6hs 268 6 caused cause VBD cord-034058-8lokg6hs 268 7 a a DT cord-034058-8lokg6hs 268 8 sales sale NNS cord-034058-8lokg6hs 268 9 drop drop NN cord-034058-8lokg6hs 268 10 of of IN cord-034058-8lokg6hs 268 11 34 34 CD cord-034058-8lokg6hs 268 12 percent percent NN cord-034058-8lokg6hs 268 13 in in IN cord-034058-8lokg6hs 268 14 the the DT cord-034058-8lokg6hs 268 15 industry industry NN cord-034058-8lokg6hs 268 16 during during IN cord-034058-8lokg6hs 268 17 the the DT cord-034058-8lokg6hs 268 18 first first JJ cord-034058-8lokg6hs 268 19 five five CD cord-034058-8lokg6hs 268 20 weeks week NNS cord-034058-8lokg6hs 268 21 after after IN cord-034058-8lokg6hs 268 22 the the DT cord-034058-8lokg6hs 268 23 outbreak outbreak NN cord-034058-8lokg6hs 268 24 of of IN cord-034058-8lokg6hs 268 25 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 268 26 . . . cord-034058-8lokg6hs 269 1 Note note VB cord-034058-8lokg6hs 269 2 that that IN cord-034058-8lokg6hs 269 3 the the DT cord-034058-8lokg6hs 269 4 difference difference NN cord-034058-8lokg6hs 269 5 between between IN cord-034058-8lokg6hs 269 6 sales sale NNS cord-034058-8lokg6hs 269 7 during during IN cord-034058-8lokg6hs 269 8 the the DT cord-034058-8lokg6hs 269 9 five five CD cord-034058-8lokg6hs 269 10 weeks week NNS cord-034058-8lokg6hs 269 11 in in IN cord-034058-8lokg6hs 269 12 2020 2020 CD cord-034058-8lokg6hs 269 13 and and CC cord-034058-8lokg6hs 269 14 the the DT cord-034058-8lokg6hs 269 15 sales sale NNS cord-034058-8lokg6hs 269 16 during during IN cord-034058-8lokg6hs 269 17 the the DT cord-034058-8lokg6hs 269 18 same same JJ cord-034058-8lokg6hs 269 19 period period NN cord-034058-8lokg6hs 269 20 in in IN cord-034058-8lokg6hs 269 21 the the DT cord-034058-8lokg6hs 269 22 previous previous JJ cord-034058-8lokg6hs 269 23 year year NN cord-034058-8lokg6hs 269 24 , , , cord-034058-8lokg6hs 269 25 94 94 CD cord-034058-8lokg6hs 269 26 million million CD cord-034058-8lokg6hs 269 27 dollars dollar NNS cord-034058-8lokg6hs 269 28 , , , cord-034058-8lokg6hs 269 29 reported report VBN cord-034058-8lokg6hs 269 30 in in IN cord-034058-8lokg6hs 269 31 Table Table NNP cord-034058-8lokg6hs 269 32 6 6 CD cord-034058-8lokg6hs 269 33 in in IN cord-034058-8lokg6hs 269 34 the the DT cord-034058-8lokg6hs 269 35 Appendix Appendix NNP cord-034058-8lokg6hs 269 36 , , , cord-034058-8lokg6hs 269 37 is be VBZ cord-034058-8lokg6hs 269 38 much much RB cord-034058-8lokg6hs 269 39 larger large JJR cord-034058-8lokg6hs 269 40 than than IN cord-034058-8lokg6hs 269 41 the the DT cord-034058-8lokg6hs 269 42 estimated estimate VBN cord-034058-8lokg6hs 269 43 nationwide nationwide JJ cord-034058-8lokg6hs 269 44 revenue revenue NN cord-034058-8lokg6hs 269 45 loss loss NN cord-034058-8lokg6hs 269 46 , , , cord-034058-8lokg6hs 269 47 52 52 CD cord-034058-8lokg6hs 269 48 million million CD cord-034058-8lokg6hs 269 49 dollars dollar NNS cord-034058-8lokg6hs 269 50 . . . cord-034058-8lokg6hs 270 1 This this DT cord-034058-8lokg6hs 270 2 discrepancy discrepancy NN cord-034058-8lokg6hs 270 3 can can MD cord-034058-8lokg6hs 270 4 be be VB cord-034058-8lokg6hs 270 5 largely largely RB cord-034058-8lokg6hs 270 6 attributed attribute VBN cord-034058-8lokg6hs 270 7 to to IN cord-034058-8lokg6hs 270 8 endogenous endogenous JJ cord-034058-8lokg6hs 270 9 movie movie NN cord-034058-8lokg6hs 270 10 quality quality NN cord-034058-8lokg6hs 270 11 choice choice NN cord-034058-8lokg6hs 270 12 by by IN cord-034058-8lokg6hs 270 13 distributors distributor NNS cord-034058-8lokg6hs 270 14 . . . cord-034058-8lokg6hs 271 1 That that RB cord-034058-8lokg6hs 271 2 is is RB cord-034058-8lokg6hs 271 3 , , , cord-034058-8lokg6hs 271 4 as as IN cord-034058-8lokg6hs 271 5 people people NNS cord-034058-8lokg6hs 271 6 were be VBD cord-034058-8lokg6hs 271 7 practicing practice VBG cord-034058-8lokg6hs 271 8 social social JJ cord-034058-8lokg6hs 271 9 distancing distancing NN cord-034058-8lokg6hs 271 10 and and CC cord-034058-8lokg6hs 271 11 thus thus RB cord-034058-8lokg6hs 271 12 reluctant reluctant JJ cord-034058-8lokg6hs 271 13 to to TO cord-034058-8lokg6hs 271 14 go go VB cord-034058-8lokg6hs 271 15 to to IN cord-034058-8lokg6hs 271 16 the the DT cord-034058-8lokg6hs 271 17 cinema cinema NN cord-034058-8lokg6hs 271 18 , , , cord-034058-8lokg6hs 271 19 major major JJ cord-034058-8lokg6hs 271 20 distributors distributor NNS cord-034058-8lokg6hs 271 21 delayed delay VBD cord-034058-8lokg6hs 271 22 some some DT cord-034058-8lokg6hs 271 23 of of IN cord-034058-8lokg6hs 271 24 their -PRON- PRP$ cord-034058-8lokg6hs 271 25 potentially potentially RB cord-034058-8lokg6hs 271 26 popular popular JJ cord-034058-8lokg6hs 271 27 movies movie NNS cord-034058-8lokg6hs 271 28 . . . cord-034058-8lokg6hs 272 1 Table table NN cord-034058-8lokg6hs 272 2 8 8 CD cord-034058-8lokg6hs 272 3 in in IN cord-034058-8lokg6hs 272 4 the the DT cord-034058-8lokg6hs 272 5 Appendix Appendix NNP cord-034058-8lokg6hs 272 6 , , , cord-034058-8lokg6hs 272 7 for for IN cord-034058-8lokg6hs 272 8 example example NN cord-034058-8lokg6hs 272 9 , , , cord-034058-8lokg6hs 272 10 shows show VBZ cord-034058-8lokg6hs 272 11 that that IN cord-034058-8lokg6hs 272 12 the the DT cord-034058-8lokg6hs 272 13 number number NN cord-034058-8lokg6hs 272 14 of of IN cord-034058-8lokg6hs 272 15 newly newly RB cord-034058-8lokg6hs 272 16 released release VBN cord-034058-8lokg6hs 272 17 movies movie NNS cord-034058-8lokg6hs 272 18 during during IN cord-034058-8lokg6hs 272 19 the the DT cord-034058-8lokg6hs 272 20 first first JJ cord-034058-8lokg6hs 272 21 two two CD cord-034058-8lokg6hs 272 22 months month NNS cord-034058-8lokg6hs 272 23 is be VBZ cord-034058-8lokg6hs 272 24 30 30 CD cord-034058-8lokg6hs 272 25 percent percent NN cord-034058-8lokg6hs 272 26 lower low JJR cord-034058-8lokg6hs 272 27 in in IN cord-034058-8lokg6hs 272 28 2020 2020 CD cord-034058-8lokg6hs 272 29 ( ( -LRB- cord-034058-8lokg6hs 272 30 40 40 CD cord-034058-8lokg6hs 272 31 ) ) -RRB- cord-034058-8lokg6hs 272 32 than than IN cord-034058-8lokg6hs 272 33 in in IN cord-034058-8lokg6hs 272 34 the the DT cord-034058-8lokg6hs 272 35 previous previous JJ cord-034058-8lokg6hs 272 36 year year NN cord-034058-8lokg6hs 272 37 ( ( -LRB- cord-034058-8lokg6hs 272 38 59 59 CD cord-034058-8lokg6hs 272 39 ) ) -RRB- cord-034058-8lokg6hs 272 40 , , , cord-034058-8lokg6hs 272 41 while while IN cord-034058-8lokg6hs 272 42 movies movie NNS cord-034058-8lokg6hs 272 43 released release VBN cord-034058-8lokg6hs 272 44 by by IN cord-034058-8lokg6hs 272 45 the the DT cord-034058-8lokg6hs 272 46 10 10 CD cord-034058-8lokg6hs 272 47 largest large JJS cord-034058-8lokg6hs 272 48 distributors distributor NNS cord-034058-8lokg6hs 272 49 -five -five VBP cord-034058-8lokg6hs 272 50 domestic domestic JJ cord-034058-8lokg6hs 272 51 distributors distributor NNS cord-034058-8lokg6hs 272 52 and and CC cord-034058-8lokg6hs 272 53 five five CD cord-034058-8lokg6hs 272 54 foreign foreign JJ cord-034058-8lokg6hs 272 55 distributors distributor NNS cord-034058-8lokg6hs 272 56 -decreased -decrease VBD cord-034058-8lokg6hs 272 57 from from IN cord-034058-8lokg6hs 272 58 25 25 CD cord-034058-8lokg6hs 272 59 to to IN cord-034058-8lokg6hs 272 60 16 16 CD cord-034058-8lokg6hs 272 61 . . . cord-034058-8lokg6hs 273 1 30 30 CD cord-034058-8lokg6hs 274 1 This this DT cord-034058-8lokg6hs 274 2 suggests suggest VBZ cord-034058-8lokg6hs 274 3 that that IN cord-034058-8lokg6hs 274 4 the the DT cord-034058-8lokg6hs 274 5 overall overall JJ cord-034058-8lokg6hs 274 6 quality quality NN cord-034058-8lokg6hs 274 7 of of IN cord-034058-8lokg6hs 274 8 available available JJ cord-034058-8lokg6hs 274 9 movies movie NNS cord-034058-8lokg6hs 274 10 in in IN cord-034058-8lokg6hs 274 11 the the DT cord-034058-8lokg6hs 274 12 market market NN cord-034058-8lokg6hs 274 13 might may MD cord-034058-8lokg6hs 274 14 have have VB cord-034058-8lokg6hs 274 15 decreased decrease VBN cord-034058-8lokg6hs 274 16 significantly significantly RB cord-034058-8lokg6hs 274 17 . . . cord-034058-8lokg6hs 275 1 Indeed indeed RB cord-034058-8lokg6hs 275 2 , , , cord-034058-8lokg6hs 275 3 the the DT cord-034058-8lokg6hs 275 4 estimated estimate VBN cord-034058-8lokg6hs 275 5 quality quality NN cord-034058-8lokg6hs 275 6 tends tend VBZ cord-034058-8lokg6hs 275 7 to to TO cord-034058-8lokg6hs 275 8 be be VB cord-034058-8lokg6hs 275 9 much much RB cord-034058-8lokg6hs 275 10 lower low JJR cord-034058-8lokg6hs 275 11 for for IN cord-034058-8lokg6hs 275 12 movies movie NNS cord-034058-8lokg6hs 275 13 released release VBN cord-034058-8lokg6hs 275 14 during during IN cord-034058-8lokg6hs 275 15 the the DT cord-034058-8lokg6hs 275 16 pandemic pandemic NN cord-034058-8lokg6hs 275 17 period period NN cord-034058-8lokg6hs 275 18 ( ( -LRB- cord-034058-8lokg6hs 275 19 4th-8th 4th-8th CD cord-034058-8lokg6hs 275 20 week week NN cord-034058-8lokg6hs 275 21 ) ) -RRB- cord-034058-8lokg6hs 275 22 in in IN cord-034058-8lokg6hs 275 23 2020 2020 CD cord-034058-8lokg6hs 275 24 compared compare VBN cord-034058-8lokg6hs 275 25 to to IN cord-034058-8lokg6hs 275 26 movies movie NNS cord-034058-8lokg6hs 275 27 released release VBN cord-034058-8lokg6hs 275 28 during during IN cord-034058-8lokg6hs 275 29 the the DT cord-034058-8lokg6hs 275 30 same same JJ cord-034058-8lokg6hs 275 31 period period NN cord-034058-8lokg6hs 275 32 in in IN cord-034058-8lokg6hs 275 33 the the DT cord-034058-8lokg6hs 275 34 previous previous JJ cord-034058-8lokg6hs 275 35 years year NNS cord-034058-8lokg6hs 275 36 ( ( -LRB- cord-034058-8lokg6hs 275 37 2017 2017 CD cord-034058-8lokg6hs 275 38 - - SYM cord-034058-8lokg6hs 275 39 2019 2019 CD cord-034058-8lokg6hs 275 40 ) ) -RRB- cord-034058-8lokg6hs 275 41 , , , cord-034058-8lokg6hs 275 42 as as IN cord-034058-8lokg6hs 275 43 can can MD cord-034058-8lokg6hs 275 44 be be VB cord-034058-8lokg6hs 275 45 seen see VBN cord-034058-8lokg6hs 275 46 in in IN cord-034058-8lokg6hs 275 47 Fig Fig NNP cord-034058-8lokg6hs 275 48 . . . cord-034058-8lokg6hs 276 1 5 5 LS cord-034058-8lokg6hs 276 2 . . . cord-034058-8lokg6hs 277 1 Here here RB cord-034058-8lokg6hs 277 2 , , , cord-034058-8lokg6hs 277 3 I -PRON- PRP cord-034058-8lokg6hs 277 4 consider consider VBP cord-034058-8lokg6hs 277 5 two two CD cord-034058-8lokg6hs 277 6 alternative alternative JJ cord-034058-8lokg6hs 277 7 identification identification NN cord-034058-8lokg6hs 277 8 strategies strategy NNS cord-034058-8lokg6hs 277 9 . . . cord-034058-8lokg6hs 278 1 First first RB cord-034058-8lokg6hs 278 2 , , , cord-034058-8lokg6hs 278 3 since since IN cord-034058-8lokg6hs 278 4 consumers consumer NNS cord-034058-8lokg6hs 278 5 in in IN cord-034058-8lokg6hs 278 6 metropolitan metropolitan JJ cord-034058-8lokg6hs 278 7 cities city NNS cord-034058-8lokg6hs 278 8 ( ( -LRB- cord-034058-8lokg6hs 278 9 provinces province NNS cord-034058-8lokg6hs 278 10 ) ) -RRB- cord-034058-8lokg6hs 278 11 may may MD cord-034058-8lokg6hs 278 12 have have VB cord-034058-8lokg6hs 278 13 similar similar JJ cord-034058-8lokg6hs 278 14 movie movie NN cord-034058-8lokg6hs 278 15 tastes taste NNS cord-034058-8lokg6hs 278 16 , , , cord-034058-8lokg6hs 278 17 the the DT cord-034058-8lokg6hs 278 18 error error NN cord-034058-8lokg6hs 278 19 term term NN cord-034058-8lokg6hs 278 20 may may MD cord-034058-8lokg6hs 278 21 be be VB cord-034058-8lokg6hs 278 22 correlated correlate VBN cord-034058-8lokg6hs 278 23 across across IN cord-034058-8lokg6hs 278 24 cities city NNS cord-034058-8lokg6hs 278 25 ( ( -LRB- cord-034058-8lokg6hs 278 26 provinces province NNS cord-034058-8lokg6hs 278 27 ) ) -RRB- cord-034058-8lokg6hs 278 28 . . . cord-034058-8lokg6hs 279 1 I -PRON- PRP cord-034058-8lokg6hs 279 2 address address VBP cord-034058-8lokg6hs 279 3 this this DT cord-034058-8lokg6hs 279 4 concern concern NN cord-034058-8lokg6hs 279 5 by by IN cord-034058-8lokg6hs 279 6 using use VBG cord-034058-8lokg6hs 279 7 the the DT cord-034058-8lokg6hs 279 8 average average JJ cord-034058-8lokg6hs 279 9 log log NN cord-034058-8lokg6hs 279 10 of of IN cord-034058-8lokg6hs 279 11 the the DT cord-034058-8lokg6hs 279 12 within within IN cord-034058-8lokg6hs 279 13 - - HYPH cord-034058-8lokg6hs 279 14 industry industry NN cord-034058-8lokg6hs 279 15 market market NN cord-034058-8lokg6hs 279 16 share share NN cord-034058-8lokg6hs 279 17 of of IN cord-034058-8lokg6hs 279 18 the the DT cord-034058-8lokg6hs 279 19 movie movie NN cord-034058-8lokg6hs 279 20 among among IN cord-034058-8lokg6hs 279 21 provinces province NNS cord-034058-8lokg6hs 279 22 as as IN cord-034058-8lokg6hs 279 23 the the DT cord-034058-8lokg6hs 279 24 instrumental instrumental JJ cord-034058-8lokg6hs 279 25 variable variable NN cord-034058-8lokg6hs 279 26 if if IN cord-034058-8lokg6hs 279 27 the the DT cord-034058-8lokg6hs 279 28 focal focal JJ cord-034058-8lokg6hs 279 29 market market NN cord-034058-8lokg6hs 279 30 is be VBZ cord-034058-8lokg6hs 279 31 a a DT cord-034058-8lokg6hs 279 32 metropolitan metropolitan JJ cord-034058-8lokg6hs 279 33 city city NN cord-034058-8lokg6hs 279 34 . . . cord-034058-8lokg6hs 280 1 Similarly similarly RB cord-034058-8lokg6hs 280 2 , , , cord-034058-8lokg6hs 280 3 I -PRON- PRP cord-034058-8lokg6hs 280 4 use use VBP cord-034058-8lokg6hs 280 5 the the DT cord-034058-8lokg6hs 280 6 average average JJ cord-034058-8lokg6hs 280 7 log log NN cord-034058-8lokg6hs 280 8 of of IN cord-034058-8lokg6hs 280 9 the the DT cord-034058-8lokg6hs 280 10 within within IN cord-034058-8lokg6hs 280 11 - - HYPH cord-034058-8lokg6hs 280 12 industry industry NN cord-034058-8lokg6hs 280 13 market market NN cord-034058-8lokg6hs 280 14 share share NN cord-034058-8lokg6hs 280 15 of of IN cord-034058-8lokg6hs 280 16 the the DT cord-034058-8lokg6hs 280 17 movie movie NN cord-034058-8lokg6hs 280 18 among among IN cord-034058-8lokg6hs 280 19 metropolitan metropolitan JJ cord-034058-8lokg6hs 280 20 cities city NNS cord-034058-8lokg6hs 280 21 as as IN cord-034058-8lokg6hs 280 22 the the DT cord-034058-8lokg6hs 280 23 instrumental instrumental JJ cord-034058-8lokg6hs 280 24 variable variable NN cord-034058-8lokg6hs 280 25 if if IN cord-034058-8lokg6hs 280 26 the the DT cord-034058-8lokg6hs 280 27 focal focal JJ cord-034058-8lokg6hs 280 28 market market NN cord-034058-8lokg6hs 280 29 is be VBZ cord-034058-8lokg6hs 280 30 a a DT cord-034058-8lokg6hs 280 31 province province NN cord-034058-8lokg6hs 280 32 . . . cord-034058-8lokg6hs 281 1 31 31 CD cord-034058-8lokg6hs 282 1 This this DT cord-034058-8lokg6hs 282 2 identification identification NN cord-034058-8lokg6hs 282 3 strategy strategy NN cord-034058-8lokg6hs 282 4 allows allow VBZ cord-034058-8lokg6hs 282 5 the the DT cord-034058-8lokg6hs 282 6 error error NN cord-034058-8lokg6hs 282 7 term term NN cord-034058-8lokg6hs 282 8 to to TO cord-034058-8lokg6hs 282 9 be be VB cord-034058-8lokg6hs 282 10 correlated correlate VBN cord-034058-8lokg6hs 282 11 across across IN cord-034058-8lokg6hs 282 12 metropolitan metropolitan JJ cord-034058-8lokg6hs 282 13 cities city NNS cord-034058-8lokg6hs 282 14 and and CC cord-034058-8lokg6hs 282 15 across across IN cord-034058-8lokg6hs 282 16 provinces province NNS cord-034058-8lokg6hs 282 17 , , , cord-034058-8lokg6hs 282 18 but but CC cord-034058-8lokg6hs 282 19 not not RB cord-034058-8lokg6hs 282 20 between between IN cord-034058-8lokg6hs 282 21 any any DT cord-034058-8lokg6hs 282 22 metropolitan metropolitan JJ cord-034058-8lokg6hs 282 23 city city NN cord-034058-8lokg6hs 282 24 and and CC cord-034058-8lokg6hs 282 25 province province NN cord-034058-8lokg6hs 282 26 . . . cord-034058-8lokg6hs 283 1 Estimates estimate NNS cord-034058-8lokg6hs 283 2 of of IN cord-034058-8lokg6hs 283 3 the the DT cord-034058-8lokg6hs 283 4 movie movie NN cord-034058-8lokg6hs 283 5 demand demand NN cord-034058-8lokg6hs 283 6 model model NN cord-034058-8lokg6hs 283 7 and and CC cord-034058-8lokg6hs 283 8 the the DT cord-034058-8lokg6hs 283 9 estimated estimate VBN cord-034058-8lokg6hs 283 10 revenue revenue NN cord-034058-8lokg6hs 283 11 loss loss NN cord-034058-8lokg6hs 283 12 reported report VBN cord-034058-8lokg6hs 283 13 in in IN cord-034058-8lokg6hs 283 14 the the DT cord-034058-8lokg6hs 283 15 first first JJ cord-034058-8lokg6hs 283 16 two two CD cord-034058-8lokg6hs 283 17 columns column NNS cord-034058-8lokg6hs 283 18 of of IN cord-034058-8lokg6hs 283 19 Tables table NNS cord-034058-8lokg6hs 283 20 9 9 CD cord-034058-8lokg6hs 283 21 and and CC cord-034058-8lokg6hs 283 22 11 11 CD cord-034058-8lokg6hs 283 23 in in IN cord-034058-8lokg6hs 283 24 the the DT cord-034058-8lokg6hs 283 25 Appendix Appendix NNP cord-034058-8lokg6hs 283 26 are be VBP cord-034058-8lokg6hs 283 27 similar similar JJ cord-034058-8lokg6hs 283 28 to to IN cord-034058-8lokg6hs 283 29 the the DT cord-034058-8lokg6hs 283 30 estimation estimation NN cord-034058-8lokg6hs 283 31 results result NNS cord-034058-8lokg6hs 283 32 from from IN cord-034058-8lokg6hs 283 33 the the DT cord-034058-8lokg6hs 283 34 main main JJ cord-034058-8lokg6hs 283 35 identification identification NN cord-034058-8lokg6hs 283 36 strategy strategy NN cord-034058-8lokg6hs 283 37 in in IN cord-034058-8lokg6hs 283 38 the the DT cord-034058-8lokg6hs 283 39 previous previous JJ cord-034058-8lokg6hs 283 40 section section NN cord-034058-8lokg6hs 283 41 . . . cord-034058-8lokg6hs 284 1 Second second RB cord-034058-8lokg6hs 284 2 , , , cord-034058-8lokg6hs 284 3 similar similar JJ cord-034058-8lokg6hs 284 4 to to IN cord-034058-8lokg6hs 284 5 Einav Einav NNP cord-034058-8lokg6hs 284 6 ( ( -LRB- cord-034058-8lokg6hs 284 7 2007 2007 CD cord-034058-8lokg6hs 284 8 ) ) -RRB- cord-034058-8lokg6hs 284 9 , , , cord-034058-8lokg6hs 284 10 I -PRON- PRP cord-034058-8lokg6hs 284 11 count count VBP cord-034058-8lokg6hs 284 12 the the DT cord-034058-8lokg6hs 284 13 number number NN cord-034058-8lokg6hs 284 14 of of IN cord-034058-8lokg6hs 284 15 major major JJ cord-034058-8lokg6hs 284 16 movies movie NNS cord-034058-8lokg6hs 284 17 -movies -movie NNS cord-034058-8lokg6hs 284 18 released release VBN cord-034058-8lokg6hs 284 19 by by IN cord-034058-8lokg6hs 284 20 the the DT cord-034058-8lokg6hs 284 21 10 10 CD cord-034058-8lokg6hs 284 22 largest large JJS cord-034058-8lokg6hs 284 23 distributors distributor NNS cord-034058-8lokg6hs 284 24 -playing -playe VBG cord-034058-8lokg6hs 284 25 in in IN cord-034058-8lokg6hs 284 26 a a DT cord-034058-8lokg6hs 284 27 given give VBN cord-034058-8lokg6hs 284 28 market market NN cord-034058-8lokg6hs 284 29 and and CC cord-034058-8lokg6hs 284 30 week week NN cord-034058-8lokg6hs 284 31 , , , cord-034058-8lokg6hs 284 32 and and CC cord-034058-8lokg6hs 284 33 use use VB cord-034058-8lokg6hs 284 34 it -PRON- PRP cord-034058-8lokg6hs 284 35 as as IN cord-034058-8lokg6hs 284 36 the the DT cord-034058-8lokg6hs 284 37 instrumental instrumental JJ cord-034058-8lokg6hs 284 38 variable variable NN cord-034058-8lokg6hs 284 39 for for IN cord-034058-8lokg6hs 284 40 the the DT cord-034058-8lokg6hs 284 41 within within JJ cord-034058-8lokg6hs 284 42 - - HYPH cord-034058-8lokg6hs 284 43 industry industry NN cord-034058-8lokg6hs 284 44 market market NN cord-034058-8lokg6hs 284 45 shares share NNS cord-034058-8lokg6hs 284 46 . . . cord-034058-8lokg6hs 285 1 The the DT cord-034058-8lokg6hs 285 2 identifying identify VBG cord-034058-8lokg6hs 285 3 assumption assumption NN cord-034058-8lokg6hs 285 4 is be VBZ cord-034058-8lokg6hs 285 5 that that IN cord-034058-8lokg6hs 285 6 while while IN cord-034058-8lokg6hs 285 7 the the DT cord-034058-8lokg6hs 285 8 number number NN cord-034058-8lokg6hs 285 9 of of IN cord-034058-8lokg6hs 285 10 major major JJ cord-034058-8lokg6hs 285 11 movies movie NNS cord-034058-8lokg6hs 285 12 negatively negatively RB cord-034058-8lokg6hs 285 13 affects affect VBZ cord-034058-8lokg6hs 285 14 the the DT cord-034058-8lokg6hs 285 15 withinindustry withinindustry NNP cord-034058-8lokg6hs 285 16 share share NN cord-034058-8lokg6hs 285 17 of of IN cord-034058-8lokg6hs 285 18 a a DT cord-034058-8lokg6hs 285 19 movie movie NN cord-034058-8lokg6hs 285 20 , , , cord-034058-8lokg6hs 285 21 it -PRON- PRP cord-034058-8lokg6hs 285 22 is be VBZ cord-034058-8lokg6hs 285 23 not not RB cord-034058-8lokg6hs 285 24 correlated correlate VBN cord-034058-8lokg6hs 285 25 with with IN cord-034058-8lokg6hs 285 26 the the DT cord-034058-8lokg6hs 285 27 movie movie NN cord-034058-8lokg6hs 285 28 - - HYPH cord-034058-8lokg6hs 285 29 market market NN cord-034058-8lokg6hs 285 30 - - HYPH cord-034058-8lokg6hs 285 31 time time NN cord-034058-8lokg6hs 285 32 specific specific JJ cord-034058-8lokg6hs 285 33 variation variation NN cord-034058-8lokg6hs 285 34 in in IN cord-034058-8lokg6hs 285 35 utility utility NN cord-034058-8lokg6hs 285 36 , , , cord-034058-8lokg6hs 285 37 ξ ξ FW cord-034058-8lokg6hs 285 38 jmt jmt NNP cord-034058-8lokg6hs 285 39 . . . cord-034058-8lokg6hs 286 1 Hence hence RB cord-034058-8lokg6hs 286 2 , , , cord-034058-8lokg6hs 286 3 the the DT cord-034058-8lokg6hs 286 4 assumption assumption NN cord-034058-8lokg6hs 286 5 would would MD cord-034058-8lokg6hs 286 6 be be VB cord-034058-8lokg6hs 286 7 violated violate VBN cord-034058-8lokg6hs 286 8 if if IN cord-034058-8lokg6hs 286 9 a a DT cord-034058-8lokg6hs 286 10 movie movie NN cord-034058-8lokg6hs 286 11 that that WDT cord-034058-8lokg6hs 286 12 gets get VBZ cord-034058-8lokg6hs 286 13 a a DT cord-034058-8lokg6hs 286 14 strong strong JJ cord-034058-8lokg6hs 286 15 random random JJ cord-034058-8lokg6hs 286 16 demand demand NN cord-034058-8lokg6hs 286 17 shock shock NN cord-034058-8lokg6hs 286 18 in in IN cord-034058-8lokg6hs 286 19 a a DT cord-034058-8lokg6hs 286 20 market market NN cord-034058-8lokg6hs 286 21 induces induce VBZ cord-034058-8lokg6hs 286 22 the the DT cord-034058-8lokg6hs 286 23 major major JJ cord-034058-8lokg6hs 286 24 distributors distributor NNS cord-034058-8lokg6hs 286 25 to to TO cord-034058-8lokg6hs 286 26 adjust adjust VB cord-034058-8lokg6hs 286 27 their -PRON- PRP$ cord-034058-8lokg6hs 286 28 screening screening NN cord-034058-8lokg6hs 286 29 schedules schedule NNS cord-034058-8lokg6hs 286 30 in in IN cord-034058-8lokg6hs 286 31 the the DT cord-034058-8lokg6hs 286 32 market market NN cord-034058-8lokg6hs 286 33 . . . cord-034058-8lokg6hs 287 1 Estimates estimate NNS cord-034058-8lokg6hs 287 2 in in IN cord-034058-8lokg6hs 287 3 the the DT cord-034058-8lokg6hs 287 4 third third JJ cord-034058-8lokg6hs 287 5 and and CC cord-034058-8lokg6hs 287 6 fourth fourth JJ cord-034058-8lokg6hs 287 7 columns column NNS cord-034058-8lokg6hs 287 8 of of IN cord-034058-8lokg6hs 287 9 Table Table NNP cord-034058-8lokg6hs 287 10 9 9 CD cord-034058-8lokg6hs 287 11 in in IN cord-034058-8lokg6hs 287 12 the the DT cord-034058-8lokg6hs 287 13 Appendix Appendix NNP cord-034058-8lokg6hs 287 14 are be VBP cord-034058-8lokg6hs 287 15 quite quite RB cord-034058-8lokg6hs 287 16 different different JJ cord-034058-8lokg6hs 287 17 from from IN cord-034058-8lokg6hs 287 18 those those DT cord-034058-8lokg6hs 287 19 in in IN cord-034058-8lokg6hs 287 20 Table Table NNP cord-034058-8lokg6hs 287 21 2 2 CD cord-034058-8lokg6hs 287 22 . . . cord-034058-8lokg6hs 288 1 For for IN cord-034058-8lokg6hs 288 2 instance instance NN cord-034058-8lokg6hs 288 3 , , , cord-034058-8lokg6hs 288 4 the the DT cord-034058-8lokg6hs 288 5 estimated estimate VBN cord-034058-8lokg6hs 288 6 value value NN cord-034058-8lokg6hs 288 7 of of IN cord-034058-8lokg6hs 288 8 σ σ NNP cord-034058-8lokg6hs 288 9 ( ( -LRB- cord-034058-8lokg6hs 288 10 0.644 0.644 CD cord-034058-8lokg6hs 288 11 ) ) -RRB- cord-034058-8lokg6hs 288 12 suggest suggest VBP cord-034058-8lokg6hs 288 13 a a DT cord-034058-8lokg6hs 288 14 stronger strong JJR cord-034058-8lokg6hs 288 15 market market NN cord-034058-8lokg6hs 288 16 - - HYPH cord-034058-8lokg6hs 288 17 expansion expansion NN cord-034058-8lokg6hs 288 18 effect effect NN cord-034058-8lokg6hs 288 19 from from IN cord-034058-8lokg6hs 288 20 an an DT cord-034058-8lokg6hs 288 21 additional additional JJ cord-034058-8lokg6hs 288 22 movie movie NN cord-034058-8lokg6hs 288 23 . . . cord-034058-8lokg6hs 289 1 Also also RB cord-034058-8lokg6hs 289 2 , , , cord-034058-8lokg6hs 289 3 the the DT cord-034058-8lokg6hs 289 4 negative negative JJ cord-034058-8lokg6hs 289 5 impact impact NN cord-034058-8lokg6hs 289 6 of of IN cord-034058-8lokg6hs 289 7 the the DT cord-034058-8lokg6hs 289 8 COVID-19 covid-19 JJ cord-034058-8lokg6hs 289 9 outbreak outbreak NN cord-034058-8lokg6hs 289 10 on on IN cord-034058-8lokg6hs 289 11 consumer consumer NN cord-034058-8lokg6hs 289 12 utility utility NN cord-034058-8lokg6hs 289 13 is be VBZ cord-034058-8lokg6hs 289 14 more more JJR cord-034058-8lokg6hs 289 15 than than IN cord-034058-8lokg6hs 289 16 twice twice RB cord-034058-8lokg6hs 289 17 as as RB cord-034058-8lokg6hs 289 18 large large JJ cord-034058-8lokg6hs 289 19 as as IN cord-034058-8lokg6hs 289 20 that that DT cord-034058-8lokg6hs 289 21 in in IN cord-034058-8lokg6hs 289 22 Table Table NNP cord-034058-8lokg6hs 289 23 2 2 CD cord-034058-8lokg6hs 289 24 , , , cord-034058-8lokg6hs 289 25 and and CC cord-034058-8lokg6hs 289 26 accordingly accordingly RB cord-034058-8lokg6hs 289 27 the the DT cord-034058-8lokg6hs 289 28 estimated estimate VBN cord-034058-8lokg6hs 289 29 revenue revenue NN cord-034058-8lokg6hs 289 30 loss loss NN cord-034058-8lokg6hs 289 31 reported report VBN cord-034058-8lokg6hs 289 32 in in IN cord-034058-8lokg6hs 289 33 Table Table NNP cord-034058-8lokg6hs 289 34 11 11 CD cord-034058-8lokg6hs 289 35 in in IN cord-034058-8lokg6hs 289 36 the the DT cord-034058-8lokg6hs 289 37 Appendix Appendix NNP cord-034058-8lokg6hs 289 38 ( ( -LRB- cord-034058-8lokg6hs 289 39 75 75 CD cord-034058-8lokg6hs 289 40 million million CD cord-034058-8lokg6hs 289 41 dollars dollar NNS cord-034058-8lokg6hs 289 42 ) ) -RRB- cord-034058-8lokg6hs 289 43 is be VBZ cord-034058-8lokg6hs 289 44 40 40 CD cord-034058-8lokg6hs 289 45 percent percent NN cord-034058-8lokg6hs 289 46 larger large JJR cord-034058-8lokg6hs 289 47 than than IN cord-034058-8lokg6hs 289 48 the the DT cord-034058-8lokg6hs 289 49 estimated estimate VBN cord-034058-8lokg6hs 289 50 loss loss NN cord-034058-8lokg6hs 289 51 in in IN cord-034058-8lokg6hs 289 52 Table Table NNP cord-034058-8lokg6hs 289 53 3 3 CD cord-034058-8lokg6hs 289 54 ( ( -LRB- cord-034058-8lokg6hs 289 55 52 52 CD cord-034058-8lokg6hs 289 56 million million CD cord-034058-8lokg6hs 289 57 dollars dollar NNS cord-034058-8lokg6hs 289 58 ) ) -RRB- cord-034058-8lokg6hs 289 59 . . . cord-034058-8lokg6hs 290 1 Since since IN cord-034058-8lokg6hs 290 2 the the DT cord-034058-8lokg6hs 290 3 audience audience NN cord-034058-8lokg6hs 290 4 size size NN cord-034058-8lokg6hs 290 5 trend trend NN cord-034058-8lokg6hs 290 6 shown show VBN cord-034058-8lokg6hs 290 7 in in IN cord-034058-8lokg6hs 290 8 Panel Panel NNP cord-034058-8lokg6hs 290 9 ( ( -LRB- cord-034058-8lokg6hs 290 10 a a NN cord-034058-8lokg6hs 290 11 ) ) -RRB- cord-034058-8lokg6hs 290 12 of of IN cord-034058-8lokg6hs 290 13 Fig Fig NNP cord-034058-8lokg6hs 290 14 . . . cord-034058-8lokg6hs 291 1 2 2 LS cord-034058-8lokg6hs 291 2 suggests suggest VBZ cord-034058-8lokg6hs 291 3 that that IN cord-034058-8lokg6hs 291 4 there there EX cord-034058-8lokg6hs 291 5 may may MD cord-034058-8lokg6hs 291 6 not not RB cord-034058-8lokg6hs 291 7 be be VB cord-034058-8lokg6hs 291 8 much much JJ cord-034058-8lokg6hs 291 9 market market NN cord-034058-8lokg6hs 291 10 expansion expansion NN cord-034058-8lokg6hs 291 11 effect effect NN cord-034058-8lokg6hs 291 12 in in IN cord-034058-8lokg6hs 291 13 the the DT cord-034058-8lokg6hs 291 14 Korean korean JJ cord-034058-8lokg6hs 291 15 movie movie NN cord-034058-8lokg6hs 291 16 theater theater NN cord-034058-8lokg6hs 291 17 industry industry NN cord-034058-8lokg6hs 291 18 , , , cord-034058-8lokg6hs 291 19 I -PRON- PRP cord-034058-8lokg6hs 291 20 keep keep VBP cord-034058-8lokg6hs 291 21 the the DT cord-034058-8lokg6hs 291 22 main main JJ cord-034058-8lokg6hs 291 23 estimation estimation NN cord-034058-8lokg6hs 291 24 30 30 CD cord-034058-8lokg6hs 292 1 According accord VBG cord-034058-8lokg6hs 292 2 to to IN cord-034058-8lokg6hs 292 3 Korean Korean NNP cord-034058-8lokg6hs 292 4 Film Film NNP cord-034058-8lokg6hs 292 5 Council Council NNP cord-034058-8lokg6hs 292 6 Annual Annual NNP cord-034058-8lokg6hs 292 7 Report Report NNP cord-034058-8lokg6hs 292 8 2019 2019 CD cord-034058-8lokg6hs 292 9 , , , cord-034058-8lokg6hs 292 10 the the DT cord-034058-8lokg6hs 292 11 combined combined JJ cord-034058-8lokg6hs 292 12 market market NN cord-034058-8lokg6hs 292 13 share share NN cord-034058-8lokg6hs 292 14 of of IN cord-034058-8lokg6hs 292 15 these these DT cord-034058-8lokg6hs 292 16 10 10 CD cord-034058-8lokg6hs 292 17 distributors distributor NNS cord-034058-8lokg6hs 292 18 was be VBD cord-034058-8lokg6hs 292 19 88 88 CD cord-034058-8lokg6hs 292 20 percent percent NN cord-034058-8lokg6hs 292 21 in in IN cord-034058-8lokg6hs 292 22 2019 2019 CD cord-034058-8lokg6hs 292 23 in in IN cord-034058-8lokg6hs 292 24 terms term NNS cord-034058-8lokg6hs 292 25 of of IN cord-034058-8lokg6hs 292 26 box box NN cord-034058-8lokg6hs 292 27 - - HYPH cord-034058-8lokg6hs 292 28 office office NN cord-034058-8lokg6hs 292 29 revenue revenue NN cord-034058-8lokg6hs 292 30 . . . cord-034058-8lokg6hs 293 1 31 31 CD cord-034058-8lokg6hs 294 1 Since since IN cord-034058-8lokg6hs 294 2 Kyungki Kyungki NNP cord-034058-8lokg6hs 294 3 province province NN cord-034058-8lokg6hs 294 4 's 's POS cord-034058-8lokg6hs 294 5 population population NN cord-034058-8lokg6hs 294 6 density density NN cord-034058-8lokg6hs 294 7 is be VBZ cord-034058-8lokg6hs 294 8 much much RB cord-034058-8lokg6hs 294 9 higher high JJR cord-034058-8lokg6hs 294 10 than than IN cord-034058-8lokg6hs 294 11 the the DT cord-034058-8lokg6hs 294 12 population population NN cord-034058-8lokg6hs 294 13 density density NN cord-034058-8lokg6hs 294 14 in in IN cord-034058-8lokg6hs 294 15 other other JJ cord-034058-8lokg6hs 294 16 provinces province NNS cord-034058-8lokg6hs 294 17 ( ( -LRB- cord-034058-8lokg6hs 294 18 Table table NN cord-034058-8lokg6hs 294 19 5 5 CD cord-034058-8lokg6hs 294 20 in in IN cord-034058-8lokg6hs 294 21 the the DT cord-034058-8lokg6hs 294 22 Appendix Appendix NNP cord-034058-8lokg6hs 294 23 ) ) -RRB- cord-034058-8lokg6hs 294 24 and and CC cord-034058-8lokg6hs 294 25 it -PRON- PRP cord-034058-8lokg6hs 294 26 is be VBZ cord-034058-8lokg6hs 294 27 part part NN cord-034058-8lokg6hs 294 28 of of IN cord-034058-8lokg6hs 294 29 the the DT cord-034058-8lokg6hs 294 30 Seoul Seoul NNP cord-034058-8lokg6hs 294 31 Metropolitan Metropolitan NNP cord-034058-8lokg6hs 294 32 Area Area NNP cord-034058-8lokg6hs 294 33 , , , cord-034058-8lokg6hs 294 34 I -PRON- PRP cord-034058-8lokg6hs 294 35 treat treat VBP cord-034058-8lokg6hs 294 36 it -PRON- PRP cord-034058-8lokg6hs 294 37 as as IN cord-034058-8lokg6hs 294 38 a a DT cord-034058-8lokg6hs 294 39 metropolitan metropolitan JJ cord-034058-8lokg6hs 294 40 city city NN cord-034058-8lokg6hs 294 41 here here RB cord-034058-8lokg6hs 294 42 . . . cord-034058-8lokg6hs 295 1 strategy strategy NN cord-034058-8lokg6hs 295 2 -that -that WDT cord-034058-8lokg6hs 295 3 is be VBZ cord-034058-8lokg6hs 295 4 , , , cord-034058-8lokg6hs 295 5 using use VBG cord-034058-8lokg6hs 295 6 average average JJ cord-034058-8lokg6hs 295 7 within within IN cord-034058-8lokg6hs 295 8 - - HYPH cord-034058-8lokg6hs 295 9 industry industry NN cord-034058-8lokg6hs 295 10 market market NN cord-034058-8lokg6hs 295 11 share share NN cord-034058-8lokg6hs 295 12 in in IN cord-034058-8lokg6hs 295 13 other other JJ cord-034058-8lokg6hs 295 14 markets market NNS cord-034058-8lokg6hs 295 15 as as IN cord-034058-8lokg6hs 295 16 the the DT cord-034058-8lokg6hs 295 17 instrumental instrumental JJ cord-034058-8lokg6hs 295 18 variable variable NN cord-034058-8lokg6hs 295 19 -unchanged -unchange VBD cord-034058-8lokg6hs 295 20 . . . cord-034058-8lokg6hs 296 1 In in IN cord-034058-8lokg6hs 296 2 the the DT cord-034058-8lokg6hs 296 3 previous previous JJ cord-034058-8lokg6hs 296 4 section section NN cord-034058-8lokg6hs 296 5 , , , cord-034058-8lokg6hs 296 6 COV COV NNP cord-034058-8lokg6hs 296 7 I i NN cord-034058-8lokg6hs 296 8 D D NNP cord-034058-8lokg6hs 296 9 −19 −19 NNP cord-034058-8lokg6hs 296 10 t t NN cord-034058-8lokg6hs 296 11 is be VBZ cord-034058-8lokg6hs 296 12 interacted interact VBN cord-034058-8lokg6hs 296 13 with with IN cord-034058-8lokg6hs 296 14 the the DT cord-034058-8lokg6hs 296 15 market market NN cord-034058-8lokg6hs 296 16 dummies dummy NNS cord-034058-8lokg6hs 296 17 , , , cord-034058-8lokg6hs 296 18 allowing allow VBG cord-034058-8lokg6hs 296 19 the the DT cord-034058-8lokg6hs 296 20 level level NN cord-034058-8lokg6hs 296 21 of of IN cord-034058-8lokg6hs 296 22 social social JJ cord-034058-8lokg6hs 296 23 distancing distancing NN cord-034058-8lokg6hs 296 24 to to TO cord-034058-8lokg6hs 296 25 differ differ VB cord-034058-8lokg6hs 296 26 across across IN cord-034058-8lokg6hs 296 27 markets market NNS cord-034058-8lokg6hs 296 28 . . . cord-034058-8lokg6hs 297 1 It -PRON- PRP cord-034058-8lokg6hs 297 2 may may MD cord-034058-8lokg6hs 297 3 also also RB cord-034058-8lokg6hs 297 4 vary vary VB cord-034058-8lokg6hs 297 5 over over IN cord-034058-8lokg6hs 297 6 time time NN cord-034058-8lokg6hs 297 7 depending depend VBG cord-034058-8lokg6hs 297 8 on on IN cord-034058-8lokg6hs 297 9 how how WRB cord-034058-8lokg6hs 297 10 concerned concerned JJ cord-034058-8lokg6hs 297 11 people people NNS cord-034058-8lokg6hs 297 12 are be VBP cord-034058-8lokg6hs 297 13 about about IN cord-034058-8lokg6hs 297 14 the the DT cord-034058-8lokg6hs 297 15 novel novel JJ cord-034058-8lokg6hs 297 16 coronavirus coronavirus NN cord-034058-8lokg6hs 297 17 or or CC cord-034058-8lokg6hs 297 18 how how WRB cord-034058-8lokg6hs 297 19 much much JJ cord-034058-8lokg6hs 297 20 information information NN cord-034058-8lokg6hs 297 21 on on IN cord-034058-8lokg6hs 297 22 the the DT cord-034058-8lokg6hs 297 23 virus virus NN cord-034058-8lokg6hs 297 24 is be VBZ cord-034058-8lokg6hs 297 25 available available JJ cord-034058-8lokg6hs 297 26 . . . cord-034058-8lokg6hs 298 1 To to TO cord-034058-8lokg6hs 298 2 check check VB cord-034058-8lokg6hs 298 3 whether whether IN cord-034058-8lokg6hs 298 4 this this DT cord-034058-8lokg6hs 298 5 argument argument NN cord-034058-8lokg6hs 298 6 is be VBZ cord-034058-8lokg6hs 298 7 supported support VBN cord-034058-8lokg6hs 298 8 by by IN cord-034058-8lokg6hs 298 9 the the DT cord-034058-8lokg6hs 298 10 data datum NNS cord-034058-8lokg6hs 298 11 , , , cord-034058-8lokg6hs 298 12 I -PRON- PRP cord-034058-8lokg6hs 298 13 use use VBP cord-034058-8lokg6hs 298 14 Search Search NNP cord-034058-8lokg6hs 298 15 mt mt NNP cord-034058-8lokg6hs 298 16 , , , cord-034058-8lokg6hs 298 17 the the DT cord-034058-8lokg6hs 298 18 Google Google NNP cord-034058-8lokg6hs 298 19 search search NN cord-034058-8lokg6hs 298 20 volume volume NN cord-034058-8lokg6hs 298 21 related relate VBN cord-034058-8lokg6hs 298 22 to to IN cord-034058-8lokg6hs 298 23 the the DT cord-034058-8lokg6hs 298 24 virus virus NN cord-034058-8lokg6hs 298 25 in in IN cord-034058-8lokg6hs 298 26 market market NN cord-034058-8lokg6hs 298 27 m m NNP cord-034058-8lokg6hs 298 28 in in IN cord-034058-8lokg6hs 298 29 week week NN cord-034058-8lokg6hs 298 30 t t NN cord-034058-8lokg6hs 298 31 , , , cord-034058-8lokg6hs 298 32 as as IN cord-034058-8lokg6hs 298 33 the the DT cord-034058-8lokg6hs 298 34 proxy proxy NN cord-034058-8lokg6hs 298 35 for for IN cord-034058-8lokg6hs 298 36 the the DT cord-034058-8lokg6hs 298 37 degree degree NN cord-034058-8lokg6hs 298 38 of of IN cord-034058-8lokg6hs 298 39 concern concern NN cord-034058-8lokg6hs 298 40 or or CC cord-034058-8lokg6hs 298 41 amount amount NN cord-034058-8lokg6hs 298 42 of of IN cord-034058-8lokg6hs 298 43 information information NN cord-034058-8lokg6hs 298 44 on on IN cord-034058-8lokg6hs 298 45 the the DT cord-034058-8lokg6hs 298 46 virus virus NN cord-034058-8lokg6hs 298 47 . . . cord-034058-8lokg6hs 299 1 32 32 CD cord-034058-8lokg6hs 300 1 Then then RB cord-034058-8lokg6hs 300 2 , , , cord-034058-8lokg6hs 300 3 I -PRON- PRP cord-034058-8lokg6hs 300 4 interact interact VBP cord-034058-8lokg6hs 300 5 COV cov NN cord-034058-8lokg6hs 300 6 I i NN cord-034058-8lokg6hs 300 7 D d NN cord-034058-8lokg6hs 300 8 − − NN cord-034058-8lokg6hs 301 1 19 19 CD cord-034058-8lokg6hs 301 2 t t NN cord-034058-8lokg6hs 301 3 with with IN cord-034058-8lokg6hs 301 4 Search Search NNP cord-034058-8lokg6hs 301 5 mt mt NNP cord-034058-8lokg6hs 301 6 as as RB cord-034058-8lokg6hs 301 7 well well RB cord-034058-8lokg6hs 301 8 as as IN cord-034058-8lokg6hs 301 9 market market NN cord-034058-8lokg6hs 301 10 dummies dummy NNS cord-034058-8lokg6hs 301 11 : : : cord-034058-8lokg6hs 301 12 Estimates estimate NNS cord-034058-8lokg6hs 301 13 in in IN cord-034058-8lokg6hs 301 14 the the DT cord-034058-8lokg6hs 301 15 fifth fifth JJ cord-034058-8lokg6hs 301 16 and and CC cord-034058-8lokg6hs 301 17 sixth sixth JJ cord-034058-8lokg6hs 301 18 columns column NNS cord-034058-8lokg6hs 301 19 of of IN cord-034058-8lokg6hs 301 20 Table Table NNP cord-034058-8lokg6hs 301 21 9 9 CD cord-034058-8lokg6hs 301 22 in in IN cord-034058-8lokg6hs 301 23 the the DT cord-034058-8lokg6hs 301 24 Appendix Appendix NNP cord-034058-8lokg6hs 301 25 reveal reveal VBP cord-034058-8lokg6hs 301 26 that that IN cord-034058-8lokg6hs 301 27 the the DT cord-034058-8lokg6hs 301 28 larger large JJR cord-034058-8lokg6hs 301 29 the the DT cord-034058-8lokg6hs 301 30 search search NN cord-034058-8lokg6hs 301 31 volume volume NN cord-034058-8lokg6hs 301 32 , , , cord-034058-8lokg6hs 301 33 the the DT cord-034058-8lokg6hs 301 34 lower low JJR cord-034058-8lokg6hs 301 35 the the DT cord-034058-8lokg6hs 301 36 consumer consumer NN cord-034058-8lokg6hs 301 37 's 's POS cord-034058-8lokg6hs 301 38 utility utility NN cord-034058-8lokg6hs 301 39 . . . cord-034058-8lokg6hs 302 1 This this DT cord-034058-8lokg6hs 302 2 finding finding NN cord-034058-8lokg6hs 302 3 suggests suggest VBZ cord-034058-8lokg6hs 302 4 that that IN cord-034058-8lokg6hs 302 5 , , , cord-034058-8lokg6hs 302 6 consistent consistent JJ cord-034058-8lokg6hs 302 7 with with IN cord-034058-8lokg6hs 302 8 the the DT cord-034058-8lokg6hs 302 9 above above JJ cord-034058-8lokg6hs 302 10 conjecture conjecture NN cord-034058-8lokg6hs 302 11 , , , cord-034058-8lokg6hs 302 12 people people NNS cord-034058-8lokg6hs 302 13 are be VBP cord-034058-8lokg6hs 302 14 more more RBR cord-034058-8lokg6hs 302 15 afraid afraid JJ cord-034058-8lokg6hs 302 16 of of IN cord-034058-8lokg6hs 302 17 going go VBG cord-034058-8lokg6hs 302 18 to to IN cord-034058-8lokg6hs 302 19 the the DT cord-034058-8lokg6hs 302 20 cinema cinema NN cord-034058-8lokg6hs 302 21 when when WRB cord-034058-8lokg6hs 302 22 they -PRON- PRP cord-034058-8lokg6hs 302 23 are be VBP cord-034058-8lokg6hs 302 24 more more RBR cord-034058-8lokg6hs 302 25 concerned concerned JJ cord-034058-8lokg6hs 302 26 about about IN cord-034058-8lokg6hs 302 27 the the DT cord-034058-8lokg6hs 302 28 pandemic pandemic NN cord-034058-8lokg6hs 302 29 or or CC cord-034058-8lokg6hs 302 30 there there EX cord-034058-8lokg6hs 302 31 is be VBZ cord-034058-8lokg6hs 302 32 more more JJR cord-034058-8lokg6hs 302 33 news news NN cord-034058-8lokg6hs 302 34 about about IN cord-034058-8lokg6hs 302 35 the the DT cord-034058-8lokg6hs 302 36 novel novel JJ cord-034058-8lokg6hs 302 37 virus virus NN cord-034058-8lokg6hs 302 38 . . . cord-034058-8lokg6hs 303 1 As as IN cord-034058-8lokg6hs 303 2 for for IN cord-034058-8lokg6hs 303 3 the the DT cord-034058-8lokg6hs 303 4 revenue revenue NN cord-034058-8lokg6hs 303 5 loss loss NN cord-034058-8lokg6hs 303 6 , , , cord-034058-8lokg6hs 303 7 the the DT cord-034058-8lokg6hs 303 8 fifth fifth JJ cord-034058-8lokg6hs 303 9 and and CC cord-034058-8lokg6hs 303 10 sixth sixth JJ cord-034058-8lokg6hs 303 11 columns column NNS cord-034058-8lokg6hs 303 12 of of IN cord-034058-8lokg6hs 303 13 Table Table NNP cord-034058-8lokg6hs 303 14 11 11 CD cord-034058-8lokg6hs 303 15 in in IN cord-034058-8lokg6hs 303 16 the the DT cord-034058-8lokg6hs 303 17 Appendix Appendix NNP cord-034058-8lokg6hs 303 18 show show VBP cord-034058-8lokg6hs 303 19 that that IN cord-034058-8lokg6hs 303 20 consideration consideration NN cord-034058-8lokg6hs 303 21 of of IN cord-034058-8lokg6hs 303 22 the the DT cord-034058-8lokg6hs 303 23 dynamics dynamic NNS cord-034058-8lokg6hs 303 24 of of IN cord-034058-8lokg6hs 303 25 information information NN cord-034058-8lokg6hs 303 26 flow flow NN cord-034058-8lokg6hs 303 27 hardly hardly RB cord-034058-8lokg6hs 303 28 affects affect VBZ cord-034058-8lokg6hs 303 29 the the DT cord-034058-8lokg6hs 303 30 revenue revenue NN cord-034058-8lokg6hs 303 31 loss loss NN cord-034058-8lokg6hs 303 32 estimation estimation NN cord-034058-8lokg6hs 303 33 . . . cord-034058-8lokg6hs 304 1 I -PRON- PRP cord-034058-8lokg6hs 304 2 further further RB cord-034058-8lokg6hs 304 3 check check VBP cord-034058-8lokg6hs 304 4 the the DT cord-034058-8lokg6hs 304 5 robustness robustness NN cord-034058-8lokg6hs 304 6 of of IN cord-034058-8lokg6hs 304 7 the the DT cord-034058-8lokg6hs 304 8 empirical empirical JJ cord-034058-8lokg6hs 304 9 findings finding NNS cord-034058-8lokg6hs 304 10 by by IN cord-034058-8lokg6hs 304 11 including include VBG cord-034058-8lokg6hs 304 12 more more JJR cord-034058-8lokg6hs 304 13 timevarying timevarying NN cord-034058-8lokg6hs 304 14 controls control NNS cord-034058-8lokg6hs 304 15 . . . cord-034058-8lokg6hs 305 1 More more RBR cord-034058-8lokg6hs 305 2 specifically specifically RB cord-034058-8lokg6hs 305 3 , , , cord-034058-8lokg6hs 305 4 I -PRON- PRP cord-034058-8lokg6hs 305 5 interact interact VBP cord-034058-8lokg6hs 305 6 COV cov NN cord-034058-8lokg6hs 305 7 I i NN cord-034058-8lokg6hs 305 8 D d NN cord-034058-8lokg6hs 305 9 − − NN cord-034058-8lokg6hs 306 1 19 19 CD cord-034058-8lokg6hs 306 2 t t NN cord-034058-8lokg6hs 306 3 with with IN cord-034058-8lokg6hs 306 4 the the DT cord-034058-8lokg6hs 306 5 number number NN cord-034058-8lokg6hs 306 6 of of IN cord-034058-8lokg6hs 306 7 weeks week NNS cord-034058-8lokg6hs 306 8 passed pass VBN cord-034058-8lokg6hs 306 9 and and CC cord-034058-8lokg6hs 306 10 with with IN cord-034058-8lokg6hs 306 11 a a DT cord-034058-8lokg6hs 306 12 holiday holiday NN cord-034058-8lokg6hs 306 13 dummy dummy NN cord-034058-8lokg6hs 306 14 . . . cord-034058-8lokg6hs 307 1 33 33 CD cord-034058-8lokg6hs 308 1 This this DT cord-034058-8lokg6hs 308 2 allows allow VBZ cord-034058-8lokg6hs 308 3 the the DT cord-034058-8lokg6hs 308 4 decay decay NN cord-034058-8lokg6hs 308 5 rate rate NN cord-034058-8lokg6hs 308 6 and and CC cord-034058-8lokg6hs 308 7 holiday holiday NN cord-034058-8lokg6hs 308 8 effect effect NN cord-034058-8lokg6hs 308 9 to to TO cord-034058-8lokg6hs 308 10 differ differ VB cord-034058-8lokg6hs 308 11 before before RB cord-034058-8lokg6hs 308 12 and and CC cord-034058-8lokg6hs 308 13 after after IN cord-034058-8lokg6hs 308 14 the the DT cord-034058-8lokg6hs 308 15 pandemic pandemic NN cord-034058-8lokg6hs 308 16 , , , cord-034058-8lokg6hs 308 17 which which WDT cord-034058-8lokg6hs 308 18 would would MD cord-034058-8lokg6hs 308 19 prevent prevent VB cord-034058-8lokg6hs 308 20 error error NN cord-034058-8lokg6hs 308 21 term term NN cord-034058-8lokg6hs 308 22 ξ ξ NN cord-034058-8lokg6hs 308 23 jmt jmt XX cord-034058-8lokg6hs 308 24 from from IN cord-034058-8lokg6hs 308 25 being be VBG cord-034058-8lokg6hs 308 26 correlated correlate VBN cord-034058-8lokg6hs 308 27 across across IN cord-034058-8lokg6hs 308 28 markets market NNS cord-034058-8lokg6hs 308 29 if if IN cord-034058-8lokg6hs 308 30 the the DT cord-034058-8lokg6hs 308 31 decay decay NN cord-034058-8lokg6hs 308 32 rate rate NN cord-034058-8lokg6hs 308 33 actually actually RB cord-034058-8lokg6hs 308 34 changed change VBD cord-034058-8lokg6hs 308 35 after after IN cord-034058-8lokg6hs 308 36 the the DT cord-034058-8lokg6hs 308 37 outbreak outbreak NN cord-034058-8lokg6hs 308 38 . . . cord-034058-8lokg6hs 309 1 According accord VBG cord-034058-8lokg6hs 309 2 to to IN cord-034058-8lokg6hs 309 3 the the DT cord-034058-8lokg6hs 309 4 estimation estimation NN cord-034058-8lokg6hs 309 5 results result NNS cord-034058-8lokg6hs 309 6 reported report VBN cord-034058-8lokg6hs 309 7 in in IN cord-034058-8lokg6hs 309 8 the the DT cord-034058-8lokg6hs 309 9 last last JJ cord-034058-8lokg6hs 309 10 two two CD cord-034058-8lokg6hs 309 11 columns column NNS cord-034058-8lokg6hs 309 12 of of IN cord-034058-8lokg6hs 309 13 Table Table NNP cord-034058-8lokg6hs 309 14 9 9 CD cord-034058-8lokg6hs 309 15 in in IN cord-034058-8lokg6hs 309 16 the the DT cord-034058-8lokg6hs 309 17 Appendix Appendix NNP cord-034058-8lokg6hs 309 18 , , , cord-034058-8lokg6hs 309 19 consumer consumer NN cord-034058-8lokg6hs 309 20 utility utility NN cord-034058-8lokg6hs 309 21 from from IN cord-034058-8lokg6hs 309 22 watching watch VBG cord-034058-8lokg6hs 309 23 a a DT cord-034058-8lokg6hs 309 24 movie movie NN cord-034058-8lokg6hs 309 25 decays decay VBZ cord-034058-8lokg6hs 309 26 faster fast RBR cord-034058-8lokg6hs 309 27 after after IN cord-034058-8lokg6hs 309 28 the the DT cord-034058-8lokg6hs 309 29 COVID-19 covid-19 JJ cord-034058-8lokg6hs 309 30 outbreak outbreak NN cord-034058-8lokg6hs 309 31 , , , cord-034058-8lokg6hs 309 32 while while IN cord-034058-8lokg6hs 309 33 the the DT cord-034058-8lokg6hs 309 34 holiday holiday NN cord-034058-8lokg6hs 309 35 effect effect NN cord-034058-8lokg6hs 309 36 tends tend VBZ cord-034058-8lokg6hs 309 37 to to TO cord-034058-8lokg6hs 309 38 be be VB cord-034058-8lokg6hs 309 39 larger large JJR cord-034058-8lokg6hs 309 40 than than IN cord-034058-8lokg6hs 309 41 before before IN cord-034058-8lokg6hs 309 42 the the DT cord-034058-8lokg6hs 309 43 outbreak outbreak NN cord-034058-8lokg6hs 309 44 . . . cord-034058-8lokg6hs 310 1 Estimated estimate VBN cord-034058-8lokg6hs 310 2 revenue revenue NN cord-034058-8lokg6hs 310 3 loss loss NN cord-034058-8lokg6hs 310 4 reported report VBN cord-034058-8lokg6hs 310 5 in in IN cord-034058-8lokg6hs 310 6 the the DT cord-034058-8lokg6hs 310 7 last last JJ cord-034058-8lokg6hs 310 8 two two CD cord-034058-8lokg6hs 310 9 columns column NNS cord-034058-8lokg6hs 310 10 of of IN cord-034058-8lokg6hs 310 11 Table Table NNP cord-034058-8lokg6hs 310 12 11 11 CD cord-034058-8lokg6hs 310 13 in in IN cord-034058-8lokg6hs 310 14 the the DT cord-034058-8lokg6hs 310 15 Appendix Appendix NNP cord-034058-8lokg6hs 310 16 ( ( -LRB- cord-034058-8lokg6hs 310 17 47 47 CD cord-034058-8lokg6hs 310 18 million million CD cord-034058-8lokg6hs 310 19 dollars dollar NNS cord-034058-8lokg6hs 310 20 ) ) -RRB- cord-034058-8lokg6hs 310 21 is be VBZ cord-034058-8lokg6hs 310 22 a a DT cord-034058-8lokg6hs 310 23 bit bit NN cord-034058-8lokg6hs 310 24 smaller small JJR cord-034058-8lokg6hs 310 25 than than IN cord-034058-8lokg6hs 310 26 that that DT cord-034058-8lokg6hs 310 27 reported report VBN cord-034058-8lokg6hs 310 28 in in IN cord-034058-8lokg6hs 310 29 the the DT cord-034058-8lokg6hs 310 30 previous previous JJ cord-034058-8lokg6hs 310 31 section section NN cord-034058-8lokg6hs 310 32 ( ( -LRB- cord-034058-8lokg6hs 310 33 52 52 CD cord-034058-8lokg6hs 310 34 million million CD cord-034058-8lokg6hs 310 35 dollars dollar NNS cord-034058-8lokg6hs 310 36 ) ) -RRB- cord-034058-8lokg6hs 310 37 . . . cord-034058-8lokg6hs 311 1 As as IN cord-034058-8lokg6hs 311 2 the the DT cord-034058-8lokg6hs 311 3 last last JJ cord-034058-8lokg6hs 311 4 step step NN cord-034058-8lokg6hs 311 5 , , , cord-034058-8lokg6hs 311 6 I -PRON- PRP cord-034058-8lokg6hs 311 7 conduct conduct VBP cord-034058-8lokg6hs 311 8 two two CD cord-034058-8lokg6hs 311 9 additional additional JJ cord-034058-8lokg6hs 311 10 robustness robustness NN cord-034058-8lokg6hs 311 11 checks check NNS cord-034058-8lokg6hs 311 12 . . . cord-034058-8lokg6hs 312 1 First first RB cord-034058-8lokg6hs 312 2 , , , cord-034058-8lokg6hs 312 3 I -PRON- PRP cord-034058-8lokg6hs 312 4 add add VBP cord-034058-8lokg6hs 312 5 a a DT cord-034058-8lokg6hs 312 6 quadratic quadratic JJ cord-034058-8lokg6hs 312 7 term term NN cord-034058-8lokg6hs 312 8 r r NN cord-034058-8lokg6hs 312 9 2 2 CD cord-034058-8lokg6hs 312 10 jt jt NN cord-034058-8lokg6hs 312 11 in in IN cord-034058-8lokg6hs 312 12 the the DT cord-034058-8lokg6hs 312 13 utility utility NN cord-034058-8lokg6hs 312 14 specification specification NN cord-034058-8lokg6hs 312 15 ( ( -LRB- cord-034058-8lokg6hs 312 16 1 1 CD cord-034058-8lokg6hs 312 17 ) ) -RRB- cord-034058-8lokg6hs 312 18 , , , cord-034058-8lokg6hs 312 19 allowing allow VBG cord-034058-8lokg6hs 312 20 for for IN cord-034058-8lokg6hs 312 21 non non JJ cord-034058-8lokg6hs 312 22 - - JJ cord-034058-8lokg6hs 312 23 linear linear JJ cord-034058-8lokg6hs 312 24 decay decay NN cord-034058-8lokg6hs 312 25 in in IN cord-034058-8lokg6hs 312 26 utility utility NN cord-034058-8lokg6hs 312 27 . . . cord-034058-8lokg6hs 313 1 32 32 CD cord-034058-8lokg6hs 313 2 Consistent Consistent NNP cord-034058-8lokg6hs 313 3 with with IN cord-034058-8lokg6hs 313 4 Panel Panel NNP cord-034058-8lokg6hs 313 5 ( ( -LRB- cord-034058-8lokg6hs 313 6 b b NN cord-034058-8lokg6hs 313 7 ) ) -RRB- cord-034058-8lokg6hs 313 8 of of IN cord-034058-8lokg6hs 313 9 Fig Fig NNP cord-034058-8lokg6hs 313 10 . . . cord-034058-8lokg6hs 314 1 1 1 LS cord-034058-8lokg6hs 314 2 , , , cord-034058-8lokg6hs 314 3 I -PRON- PRP cord-034058-8lokg6hs 314 4 use use VBP cord-034058-8lokg6hs 314 5 the the DT cord-034058-8lokg6hs 314 6 search search NN cord-034058-8lokg6hs 314 7 volume volume NN cord-034058-8lokg6hs 314 8 for for IN cord-034058-8lokg6hs 314 9 the the DT cord-034058-8lokg6hs 314 10 three three CD cord-034058-8lokg6hs 314 11 terms term NNS cord-034058-8lokg6hs 314 12 related relate VBN cord-034058-8lokg6hs 314 13 to to IN cord-034058-8lokg6hs 314 14 the the DT cord-034058-8lokg6hs 314 15 virus virus NN cord-034058-8lokg6hs 314 16 -'Wuhan -'wuhan CD cord-034058-8lokg6hs 314 17 pneumonia pneumonia NN cord-034058-8lokg6hs 314 18 ' ' '' cord-034058-8lokg6hs 314 19 , , , cord-034058-8lokg6hs 314 20 ' ' '' cord-034058-8lokg6hs 314 21 Novel Novel NNP cord-034058-8lokg6hs 314 22 coronavirus coronavirus NN cord-034058-8lokg6hs 314 23 ' ' '' cord-034058-8lokg6hs 314 24 , , , cord-034058-8lokg6hs 314 25 ' ' '' cord-034058-8lokg6hs 314 26 Corona Corona NNP cord-034058-8lokg6hs 314 27 19 19 CD cord-034058-8lokg6hs 314 28 ' ' '' cord-034058-8lokg6hs 314 29 . . . cord-034058-8lokg6hs 315 1 33 33 CD cord-034058-8lokg6hs 315 2 I -PRON- PRP cord-034058-8lokg6hs 315 3 also also RB cord-034058-8lokg6hs 315 4 consider consider VBP cord-034058-8lokg6hs 315 5 interacting interact VBG cord-034058-8lokg6hs 315 6 COV COV NNP cord-034058-8lokg6hs 315 7 I i NN cord-034058-8lokg6hs 315 8 D D NNP cord-034058-8lokg6hs 315 9 − − NNP cord-034058-8lokg6hs 315 10 19 19 CD cord-034058-8lokg6hs 315 11 t t NN cord-034058-8lokg6hs 315 12 with with IN cord-034058-8lokg6hs 315 13 the the DT cord-034058-8lokg6hs 315 14 log log NN cord-034058-8lokg6hs 315 15 of of IN cord-034058-8lokg6hs 315 16 the the DT cord-034058-8lokg6hs 315 17 within within IN cord-034058-8lokg6hs 315 18 - - HYPH cord-034058-8lokg6hs 315 19 industry industry NN cord-034058-8lokg6hs 315 20 market market NN cord-034058-8lokg6hs 315 21 share share NN cord-034058-8lokg6hs 315 22 , , , cord-034058-8lokg6hs 315 23 and and CC cord-034058-8lokg6hs 315 24 using use VBG cord-034058-8lokg6hs 315 25 the the DT cord-034058-8lokg6hs 315 26 interaction interaction NN cord-034058-8lokg6hs 315 27 between between IN cord-034058-8lokg6hs 315 28 COV COV NNP cord-034058-8lokg6hs 315 29 I i NN cord-034058-8lokg6hs 315 30 D D NNP cord-034058-8lokg6hs 315 31 − − NNP cord-034058-8lokg6hs 315 32 19 19 CD cord-034058-8lokg6hs 315 33 t t NN cord-034058-8lokg6hs 315 34 and and CC cord-034058-8lokg6hs 315 35 the the DT cord-034058-8lokg6hs 315 36 original original JJ cord-034058-8lokg6hs 315 37 instrumental instrumental JJ cord-034058-8lokg6hs 315 38 variable variable NN cord-034058-8lokg6hs 315 39 as as IN cord-034058-8lokg6hs 315 40 an an DT cord-034058-8lokg6hs 315 41 additional additional JJ cord-034058-8lokg6hs 315 42 instrument instrument NN cord-034058-8lokg6hs 315 43 . . . cord-034058-8lokg6hs 316 1 Under under IN cord-034058-8lokg6hs 316 2 this this DT cord-034058-8lokg6hs 316 3 specification specification NN cord-034058-8lokg6hs 316 4 , , , cord-034058-8lokg6hs 316 5 however however RB cord-034058-8lokg6hs 316 6 , , , cord-034058-8lokg6hs 316 7 the the DT cord-034058-8lokg6hs 316 8 estimated estimate VBN cord-034058-8lokg6hs 316 9 value value NN cord-034058-8lokg6hs 316 10 of of IN cord-034058-8lokg6hs 316 11 σ σ NN cord-034058-8lokg6hs 316 12 ( ( -LRB- cord-034058-8lokg6hs 316 13 1.02 1.02 CD cord-034058-8lokg6hs 316 14 ) ) -RRB- cord-034058-8lokg6hs 316 15 exceeds exceed VBZ cord-034058-8lokg6hs 316 16 its -PRON- PRP$ cord-034058-8lokg6hs 316 17 maximum maximum JJ cord-034058-8lokg6hs 316 18 value value NN cord-034058-8lokg6hs 316 19 1 1 CD cord-034058-8lokg6hs 316 20 after after IN cord-034058-8lokg6hs 316 21 the the DT cord-034058-8lokg6hs 316 22 pandemic pandemic NN cord-034058-8lokg6hs 316 23 , , , cord-034058-8lokg6hs 316 24 and and CC cord-034058-8lokg6hs 316 25 the the DT cord-034058-8lokg6hs 316 26 difference difference NN cord-034058-8lokg6hs 316 27 is be VBZ cord-034058-8lokg6hs 316 28 statistically statistically RB cord-034058-8lokg6hs 316 29 significant significant JJ cord-034058-8lokg6hs 316 30 . . . cord-034058-8lokg6hs 317 1 Hence hence RB cord-034058-8lokg6hs 317 2 , , , cord-034058-8lokg6hs 317 3 I -PRON- PRP cord-034058-8lokg6hs 317 4 maintain maintain VBP cord-034058-8lokg6hs 317 5 the the DT cord-034058-8lokg6hs 317 6 assumption assumption NN cord-034058-8lokg6hs 317 7 that that IN cord-034058-8lokg6hs 317 8 σ σ NNP cord-034058-8lokg6hs 317 9 is be VBZ cord-034058-8lokg6hs 317 10 constant constant JJ cord-034058-8lokg6hs 317 11 across across IN cord-034058-8lokg6hs 317 12 time time NN cord-034058-8lokg6hs 317 13 . . . cord-034058-8lokg6hs 318 1 Second second RB cord-034058-8lokg6hs 318 2 , , , cord-034058-8lokg6hs 318 3 I -PRON- PRP cord-034058-8lokg6hs 318 4 replace replace VBP cord-034058-8lokg6hs 318 5 the the DT cord-034058-8lokg6hs 318 6 threshold threshold NN cord-034058-8lokg6hs 318 7 value value NN cord-034058-8lokg6hs 318 8 of of IN cord-034058-8lokg6hs 318 9 the the DT cord-034058-8lokg6hs 318 10 nationwide nationwide JJ cord-034058-8lokg6hs 318 11 number number NN cord-034058-8lokg6hs 318 12 of of IN cord-034058-8lokg6hs 318 13 screens screen NNS cord-034058-8lokg6hs 318 14 from from IN cord-034058-8lokg6hs 318 15 50 50 CD cord-034058-8lokg6hs 318 16 to to TO cord-034058-8lokg6hs 318 17 30 30 CD cord-034058-8lokg6hs 318 18 and and CC cord-034058-8lokg6hs 318 19 70 70 CD cord-034058-8lokg6hs 318 20 . . . cord-034058-8lokg6hs 319 1 That that RB cord-034058-8lokg6hs 319 2 is is RB cord-034058-8lokg6hs 319 3 , , , cord-034058-8lokg6hs 319 4 I -PRON- PRP cord-034058-8lokg6hs 319 5 drop drop VBP cord-034058-8lokg6hs 319 6 movies movie NNS cord-034058-8lokg6hs 319 7 that that WDT cord-034058-8lokg6hs 319 8 were be VBD cord-034058-8lokg6hs 319 9 played play VBN cord-034058-8lokg6hs 319 10 in in IN cord-034058-8lokg6hs 319 11 fewer few JJR cord-034058-8lokg6hs 319 12 than than IN cord-034058-8lokg6hs 319 13 30 30 CD cord-034058-8lokg6hs 319 14 and and CC cord-034058-8lokg6hs 319 15 70 70 CD cord-034058-8lokg6hs 319 16 screens screen NNS cord-034058-8lokg6hs 319 17 nationwide nationwide JJ cord-034058-8lokg6hs 319 18 at at IN cord-034058-8lokg6hs 319 19 all all DT cord-034058-8lokg6hs 319 20 weeks week NNS cord-034058-8lokg6hs 319 21 during during IN cord-034058-8lokg6hs 319 22 their -PRON- PRP$ cord-034058-8lokg6hs 319 23 run run NN cord-034058-8lokg6hs 319 24 . . . cord-034058-8lokg6hs 320 1 Estimation estimation NN cord-034058-8lokg6hs 320 2 results result NNS cord-034058-8lokg6hs 320 3 of of IN cord-034058-8lokg6hs 320 4 the the DT cord-034058-8lokg6hs 320 5 demand demand NN cord-034058-8lokg6hs 320 6 model model NN cord-034058-8lokg6hs 320 7 ( ( -LRB- cord-034058-8lokg6hs 320 8 4 4 CD cord-034058-8lokg6hs 320 9 ) ) -RRB- cord-034058-8lokg6hs 320 10 reported report VBN cord-034058-8lokg6hs 320 11 in in IN cord-034058-8lokg6hs 320 12 Table Table NNP cord-034058-8lokg6hs 320 13 10 10 CD cord-034058-8lokg6hs 320 14 in in IN cord-034058-8lokg6hs 320 15 the the DT cord-034058-8lokg6hs 320 16 Appendix Appendix NNP cord-034058-8lokg6hs 320 17 show show VBP cord-034058-8lokg6hs 320 18 that that IN cord-034058-8lokg6hs 320 19 the the DT cord-034058-8lokg6hs 320 20 utility utility NN cord-034058-8lokg6hs 320 21 from from IN cord-034058-8lokg6hs 320 22 watching watch VBG cord-034058-8lokg6hs 320 23 a a DT cord-034058-8lokg6hs 320 24 movie movie NN cord-034058-8lokg6hs 320 25 decays decay VBZ cord-034058-8lokg6hs 320 26 faster fast RBR cord-034058-8lokg6hs 320 27 in in IN cord-034058-8lokg6hs 320 28 the the DT cord-034058-8lokg6hs 320 29 beginning beginning NN cord-034058-8lokg6hs 320 30 of of IN cord-034058-8lokg6hs 320 31 its -PRON- PRP$ cord-034058-8lokg6hs 320 32 theatrical theatrical JJ cord-034058-8lokg6hs 320 33 run run NN cord-034058-8lokg6hs 320 34 , , , cord-034058-8lokg6hs 320 35 while while IN cord-034058-8lokg6hs 320 36 estimates estimate NNS cord-034058-8lokg6hs 320 37 of of IN cord-034058-8lokg6hs 320 38 other other JJ cord-034058-8lokg6hs 320 39 parameters parameter NNS cord-034058-8lokg6hs 320 40 are be VBP cord-034058-8lokg6hs 320 41 not not RB cord-034058-8lokg6hs 320 42 significantly significantly RB cord-034058-8lokg6hs 320 43 affected affect VBN cord-034058-8lokg6hs 320 44 by by IN cord-034058-8lokg6hs 320 45 the the DT cord-034058-8lokg6hs 320 46 changes change NNS cord-034058-8lokg6hs 320 47 in in IN cord-034058-8lokg6hs 320 48 model model NN cord-034058-8lokg6hs 320 49 specification specification NN cord-034058-8lokg6hs 320 50 and and CC cord-034058-8lokg6hs 320 51 number number NN cord-034058-8lokg6hs 320 52 of of IN cord-034058-8lokg6hs 320 53 observations observation NNS cord-034058-8lokg6hs 320 54 . . . cord-034058-8lokg6hs 321 1 Estimated estimate VBN cord-034058-8lokg6hs 321 2 revenue revenue NN cord-034058-8lokg6hs 321 3 losses loss NNS cord-034058-8lokg6hs 321 4 reported report VBN cord-034058-8lokg6hs 321 5 in in IN cord-034058-8lokg6hs 321 6 Table Table NNP cord-034058-8lokg6hs 321 7 12 12 CD cord-034058-8lokg6hs 321 8 in in IN cord-034058-8lokg6hs 321 9 the the DT cord-034058-8lokg6hs 321 10 Appendix Appendix NNP cord-034058-8lokg6hs 321 11 are be VBP cord-034058-8lokg6hs 321 12 also also RB cord-034058-8lokg6hs 321 13 similar similar JJ cord-034058-8lokg6hs 321 14 to to IN cord-034058-8lokg6hs 321 15 those those DT cord-034058-8lokg6hs 321 16 from from IN cord-034058-8lokg6hs 321 17 the the DT cord-034058-8lokg6hs 321 18 baseline baseline JJ cord-034058-8lokg6hs 321 19 case case NN cord-034058-8lokg6hs 321 20 in in IN cord-034058-8lokg6hs 321 21 Table Table NNP cord-034058-8lokg6hs 321 22 3 3 CD cord-034058-8lokg6hs 321 23 . . . cord-034058-8lokg6hs 322 1 The the DT cord-034058-8lokg6hs 322 2 COVID-19 covid-19 JJ cord-034058-8lokg6hs 322 3 outbreak outbreak NN cord-034058-8lokg6hs 322 4 has have VBZ cord-034058-8lokg6hs 322 5 caused cause VBN cord-034058-8lokg6hs 322 6 consumers consumer NNS cord-034058-8lokg6hs 322 7 to to TO cord-034058-8lokg6hs 322 8 practice practice VB cord-034058-8lokg6hs 322 9 social social JJ cord-034058-8lokg6hs 322 10 distancing distancing NN cord-034058-8lokg6hs 322 11 and and CC cord-034058-8lokg6hs 322 12 shift shift VB cord-034058-8lokg6hs 322 13 to to IN cord-034058-8lokg6hs 322 14 online online JJ cord-034058-8lokg6hs 322 15 shopping shopping NN cord-034058-8lokg6hs 322 16 . . . cord-034058-8lokg6hs 323 1 Although although IN cord-034058-8lokg6hs 323 2 it -PRON- PRP cord-034058-8lokg6hs 323 3 is be VBZ cord-034058-8lokg6hs 323 4 not not RB cord-034058-8lokg6hs 323 5 surprising surprising JJ cord-034058-8lokg6hs 323 6 that that IN cord-034058-8lokg6hs 323 7 brick brick NN cord-034058-8lokg6hs 323 8 - - HYPH cord-034058-8lokg6hs 323 9 and and CC cord-034058-8lokg6hs 323 10 - - HYPH cord-034058-8lokg6hs 323 11 mortar mortar NN cord-034058-8lokg6hs 323 12 retailers retailer NNS cord-034058-8lokg6hs 323 13 were be VBD cord-034058-8lokg6hs 323 14 severely severely RB cord-034058-8lokg6hs 323 15 hit hit VBN cord-034058-8lokg6hs 323 16 by by IN cord-034058-8lokg6hs 323 17 the the DT cord-034058-8lokg6hs 323 18 reduced reduce VBN cord-034058-8lokg6hs 323 19 foot foot NN cord-034058-8lokg6hs 323 20 traffic traffic NN cord-034058-8lokg6hs 323 21 , , , cord-034058-8lokg6hs 323 22 how how WRB cord-034058-8lokg6hs 323 23 much much JJ cord-034058-8lokg6hs 323 24 their -PRON- PRP$ cord-034058-8lokg6hs 323 25 sales sale NNS cord-034058-8lokg6hs 323 26 dropped drop VBD cord-034058-8lokg6hs 323 27 is be VBZ cord-034058-8lokg6hs 323 28 an an DT cord-034058-8lokg6hs 323 29 empirical empirical JJ cord-034058-8lokg6hs 323 30 question question NN cord-034058-8lokg6hs 323 31 . . . cord-034058-8lokg6hs 324 1 In in IN cord-034058-8lokg6hs 324 2 this this DT cord-034058-8lokg6hs 324 3 paper paper NN cord-034058-8lokg6hs 324 4 , , , cord-034058-8lokg6hs 324 5 I -PRON- PRP cord-034058-8lokg6hs 324 6 study study VBP cord-034058-8lokg6hs 324 7 the the DT cord-034058-8lokg6hs 324 8 short short JJ cord-034058-8lokg6hs 324 9 - - HYPH cord-034058-8lokg6hs 324 10 run run NN cord-034058-8lokg6hs 324 11 impact impact NN cord-034058-8lokg6hs 324 12 of of IN cord-034058-8lokg6hs 324 13 the the DT cord-034058-8lokg6hs 324 14 COVID-19 covid-19 JJ cord-034058-8lokg6hs 324 15 outbreak outbreak NN cord-034058-8lokg6hs 324 16 on on IN cord-034058-8lokg6hs 324 17 the the DT cord-034058-8lokg6hs 324 18 Korean korean JJ cord-034058-8lokg6hs 324 19 movie movie NN cord-034058-8lokg6hs 324 20 theater theater NN cord-034058-8lokg6hs 324 21 industry industry NN cord-034058-8lokg6hs 324 22 through through IN cord-034058-8lokg6hs 324 23 the the DT cord-034058-8lokg6hs 324 24 change change NN cord-034058-8lokg6hs 324 25 in in IN cord-034058-8lokg6hs 324 26 consumer consumer NN cord-034058-8lokg6hs 324 27 behavior behavior NN cord-034058-8lokg6hs 324 28 , , , cord-034058-8lokg6hs 324 29 quantifying quantify VBG cord-034058-8lokg6hs 324 30 the the DT cord-034058-8lokg6hs 324 31 revenue revenue NN cord-034058-8lokg6hs 324 32 loss loss NN cord-034058-8lokg6hs 324 33 due due IN cord-034058-8lokg6hs 324 34 to to IN cord-034058-8lokg6hs 324 35 consumers consumer NNS cord-034058-8lokg6hs 324 36 ' ' POS cord-034058-8lokg6hs 324 37 voluntary voluntary JJ cord-034058-8lokg6hs 324 38 social social JJ cord-034058-8lokg6hs 324 39 distancing distancing NN cord-034058-8lokg6hs 324 40 practices practice NNS cord-034058-8lokg6hs 324 41 during during IN cord-034058-8lokg6hs 324 42 the the DT cord-034058-8lokg6hs 324 43 first first JJ cord-034058-8lokg6hs 324 44 five five CD cord-034058-8lokg6hs 324 45 weeks week NNS cord-034058-8lokg6hs 324 46 after after IN cord-034058-8lokg6hs 324 47 the the DT cord-034058-8lokg6hs 324 48 outbreak outbreak NN cord-034058-8lokg6hs 324 49 . . . cord-034058-8lokg6hs 325 1 Using use VBG cord-034058-8lokg6hs 325 2 movie movie NN cord-034058-8lokg6hs 325 3 - - HYPH cord-034058-8lokg6hs 325 4 market market NN cord-034058-8lokg6hs 325 5 - - HYPH cord-034058-8lokg6hs 325 6 week week NN cord-034058-8lokg6hs 325 7 level level NN cord-034058-8lokg6hs 325 8 data datum NNS cord-034058-8lokg6hs 325 9 between between IN cord-034058-8lokg6hs 325 10 January January NNP cord-034058-8lokg6hs 325 11 2017 2017 CD cord-034058-8lokg6hs 325 12 and and CC cord-034058-8lokg6hs 325 13 February February NNP cord-034058-8lokg6hs 325 14 2020 2020 CD cord-034058-8lokg6hs 325 15 , , , cord-034058-8lokg6hs 325 16 I -PRON- PRP cord-034058-8lokg6hs 325 17 first first RB cord-034058-8lokg6hs 325 18 estimate estimate VBP cord-034058-8lokg6hs 325 19 the the DT cord-034058-8lokg6hs 325 20 discrete discrete JJ cord-034058-8lokg6hs 325 21 - - HYPH cord-034058-8lokg6hs 325 22 choice choice NN cord-034058-8lokg6hs 325 23 model model NN cord-034058-8lokg6hs 325 24 of of IN cord-034058-8lokg6hs 325 25 movie movie NN cord-034058-8lokg6hs 325 26 demand demand NN cord-034058-8lokg6hs 325 27 . . . cord-034058-8lokg6hs 326 1 I -PRON- PRP cord-034058-8lokg6hs 326 2 find find VBP cord-034058-8lokg6hs 326 3 evidence evidence NN cord-034058-8lokg6hs 326 4 that that IN cord-034058-8lokg6hs 326 5 the the DT cord-034058-8lokg6hs 326 6 COVID-19 covid-19 JJ cord-034058-8lokg6hs 326 7 outbreak outbreak NN cord-034058-8lokg6hs 326 8 had have VBD cord-034058-8lokg6hs 326 9 a a DT cord-034058-8lokg6hs 326 10 strong strong JJ cord-034058-8lokg6hs 326 11 negative negative JJ cord-034058-8lokg6hs 326 12 impact impact NN cord-034058-8lokg6hs 326 13 on on IN cord-034058-8lokg6hs 326 14 consumer consumer NN cord-034058-8lokg6hs 326 15 utility utility NN cord-034058-8lokg6hs 326 16 in in IN cord-034058-8lokg6hs 326 17 all all DT cord-034058-8lokg6hs 326 18 markets market NNS cord-034058-8lokg6hs 326 19 in in IN cord-034058-8lokg6hs 326 20 Korea Korea NNP cord-034058-8lokg6hs 326 21 . . . cord-034058-8lokg6hs 327 1 Additionally additionally RB cord-034058-8lokg6hs 327 2 , , , cord-034058-8lokg6hs 327 3 results result NNS cord-034058-8lokg6hs 327 4 suggest suggest VBP cord-034058-8lokg6hs 327 5 that that IN cord-034058-8lokg6hs 327 6 in in IN cord-034058-8lokg6hs 327 7 Korea Korea NNP cord-034058-8lokg6hs 327 8 , , , cord-034058-8lokg6hs 327 9 movies movie NNS cord-034058-8lokg6hs 327 10 are be VBP cord-034058-8lokg6hs 327 11 unlikely unlikely JJ cord-034058-8lokg6hs 327 12 to to TO cord-034058-8lokg6hs 327 13 expand expand VB cord-034058-8lokg6hs 327 14 the the DT cord-034058-8lokg6hs 327 15 market market NN cord-034058-8lokg6hs 327 16 by by IN cord-034058-8lokg6hs 327 17 attracting attract VBG cord-034058-8lokg6hs 327 18 those those DT cord-034058-8lokg6hs 327 19 who who WP cord-034058-8lokg6hs 327 20 do do VBP cord-034058-8lokg6hs 327 21 not not RB cord-034058-8lokg6hs 327 22 go go VB cord-034058-8lokg6hs 327 23 to to IN cord-034058-8lokg6hs 327 24 the the DT cord-034058-8lokg6hs 327 25 cinema cinema NN cord-034058-8lokg6hs 327 26 . . . cord-034058-8lokg6hs 328 1 Next next RB cord-034058-8lokg6hs 328 2 , , , cord-034058-8lokg6hs 328 3 using use VBG cord-034058-8lokg6hs 328 4 the the DT cord-034058-8lokg6hs 328 5 estimated estimate VBN cord-034058-8lokg6hs 328 6 demand demand NN cord-034058-8lokg6hs 328 7 parameters parameter NNS cord-034058-8lokg6hs 328 8 , , , cord-034058-8lokg6hs 328 9 I -PRON- PRP cord-034058-8lokg6hs 328 10 examine examine VBP cord-034058-8lokg6hs 328 11 what what WP cord-034058-8lokg6hs 328 12 box box NN cord-034058-8lokg6hs 328 13 office office NN cord-034058-8lokg6hs 328 14 revenue revenue NN cord-034058-8lokg6hs 328 15 would would MD cord-034058-8lokg6hs 328 16 have have VB cord-034058-8lokg6hs 328 17 been be VBN cord-034058-8lokg6hs 328 18 in in IN cord-034058-8lokg6hs 328 19 each each DT cord-034058-8lokg6hs 328 20 market market NN cord-034058-8lokg6hs 328 21 and and CC cord-034058-8lokg6hs 328 22 nationwide nationwide RB cord-034058-8lokg6hs 328 23 during during IN cord-034058-8lokg6hs 328 24 the the DT cord-034058-8lokg6hs 328 25 first first JJ cord-034058-8lokg6hs 328 26 five five CD cord-034058-8lokg6hs 328 27 weeks week NNS cord-034058-8lokg6hs 328 28 after after IN cord-034058-8lokg6hs 328 29 the the DT cord-034058-8lokg6hs 328 30 outbreak outbreak NN cord-034058-8lokg6hs 328 31 of of IN cord-034058-8lokg6hs 328 32 COVID-19 COVID-19 NNP cord-034058-8lokg6hs 328 33 had have VBD cord-034058-8lokg6hs 328 34 it -PRON- PRP cord-034058-8lokg6hs 328 35 not not RB cord-034058-8lokg6hs 328 36 broken break VBN cord-034058-8lokg6hs 328 37 out out RP cord-034058-8lokg6hs 328 38 . . . cord-034058-8lokg6hs 329 1 Results result NNS cord-034058-8lokg6hs 329 2 reveal reveal VBP cord-034058-8lokg6hs 329 3 that that IN cord-034058-8lokg6hs 329 4 the the DT cord-034058-8lokg6hs 329 5 estimated estimate VBN cord-034058-8lokg6hs 329 6 short short JJ cord-034058-8lokg6hs 329 7 - - HYPH cord-034058-8lokg6hs 329 8 run run NN cord-034058-8lokg6hs 329 9 revenue revenue NN cord-034058-8lokg6hs 329 10 loss loss NN cord-034058-8lokg6hs 329 11 owing owe VBG cord-034058-8lokg6hs 329 12 to to IN cord-034058-8lokg6hs 329 13 reduced reduce VBN cord-034058-8lokg6hs 329 14 underlying underlying JJ cord-034058-8lokg6hs 329 15 movie movie NN cord-034058-8lokg6hs 329 16 demand demand NN cord-034058-8lokg6hs 329 17 amounts amount VBZ cord-034058-8lokg6hs 329 18 to to IN cord-034058-8lokg6hs 329 19 52 52 CD cord-034058-8lokg6hs 329 20 million million CD cord-034058-8lokg6hs 329 21 dollars dollar NNS cord-034058-8lokg6hs 329 22 nationwide nationwide JJ cord-034058-8lokg6hs 329 23 . . . cord-034058-8lokg6hs 330 1 In in IN cord-034058-8lokg6hs 330 2 this this DT cord-034058-8lokg6hs 330 3 paper paper NN cord-034058-8lokg6hs 330 4 , , , cord-034058-8lokg6hs 330 5 I -PRON- PRP cord-034058-8lokg6hs 330 6 focus focus VBP cord-034058-8lokg6hs 330 7 on on IN cord-034058-8lokg6hs 330 8 the the DT cord-034058-8lokg6hs 330 9 short short JJ cord-034058-8lokg6hs 330 10 - - HYPH cord-034058-8lokg6hs 330 11 run run NN cord-034058-8lokg6hs 330 12 effect effect NN cord-034058-8lokg6hs 330 13 of of IN cord-034058-8lokg6hs 330 14 the the DT cord-034058-8lokg6hs 330 15 COVID-19 covid-19 JJ cord-034058-8lokg6hs 330 16 outbreak outbreak NN cord-034058-8lokg6hs 330 17 . . . cord-034058-8lokg6hs 331 1 As as IN cord-034058-8lokg6hs 331 2 consumers consumer NNS cord-034058-8lokg6hs 331 3 are be VBP cord-034058-8lokg6hs 331 4 likely likely JJ cord-034058-8lokg6hs 331 5 to to TO cord-034058-8lokg6hs 331 6 switch switch VB cord-034058-8lokg6hs 331 7 to to IN cord-034058-8lokg6hs 331 8 streaming streaming NN cord-034058-8lokg6hs 331 9 services service NNS cord-034058-8lokg6hs 331 10 such such JJ cord-034058-8lokg6hs 331 11 as as IN cord-034058-8lokg6hs 331 12 Netflix Netflix NNP cord-034058-8lokg6hs 331 13 and and CC cord-034058-8lokg6hs 331 14 Disney+ Disney+ NNP cord-034058-8lokg6hs 331 15 , , , cord-034058-8lokg6hs 331 16 it -PRON- PRP cord-034058-8lokg6hs 331 17 would would MD cord-034058-8lokg6hs 331 18 be be VB cord-034058-8lokg6hs 331 19 interesting interesting JJ cord-034058-8lokg6hs 331 20 to to TO cord-034058-8lokg6hs 331 21 examine examine VB cord-034058-8lokg6hs 331 22 how how WRB cord-034058-8lokg6hs 331 23 many many JJ cord-034058-8lokg6hs 331 24 of of IN cord-034058-8lokg6hs 331 25 them -PRON- PRP cord-034058-8lokg6hs 331 26 would would MD cord-034058-8lokg6hs 331 27 come come VB cord-034058-8lokg6hs 331 28 back back RB cord-034058-8lokg6hs 331 29 to to IN cord-034058-8lokg6hs 331 30 theaters theater NNS cord-034058-8lokg6hs 331 31 in in IN cord-034058-8lokg6hs 331 32 the the DT cord-034058-8lokg6hs 331 33 long long JJ cord-034058-8lokg6hs 331 34 run run NN cord-034058-8lokg6hs 331 35 . . . cord-034058-8lokg6hs 332 1 Also also RB cord-034058-8lokg6hs 332 2 , , , cord-034058-8lokg6hs 332 3 the the DT cord-034058-8lokg6hs 332 4 severe severe JJ cord-034058-8lokg6hs 332 5 revenue revenue NN cord-034058-8lokg6hs 332 6 loss loss NN cord-034058-8lokg6hs 332 7 may may MD cord-034058-8lokg6hs 332 8 change change VB cord-034058-8lokg6hs 332 9 the the DT cord-034058-8lokg6hs 332 10 competitive competitive JJ cord-034058-8lokg6hs 332 11 environment environment NN cord-034058-8lokg6hs 332 12 in in IN cord-034058-8lokg6hs 332 13 the the DT cord-034058-8lokg6hs 332 14 industry industry NN cord-034058-8lokg6hs 332 15 in in IN cord-034058-8lokg6hs 332 16 the the DT cord-034058-8lokg6hs 332 17 long long JJ cord-034058-8lokg6hs 332 18 run run NN cord-034058-8lokg6hs 332 19 . . . cord-034058-8lokg6hs 333 1 If if IN cord-034058-8lokg6hs 333 2 so so RB cord-034058-8lokg6hs 333 3 , , , cord-034058-8lokg6hs 333 4 studying study VBG cord-034058-8lokg6hs 333 5 the the DT cord-034058-8lokg6hs 333 6 effect effect NN cord-034058-8lokg6hs 333 7 of of IN cord-034058-8lokg6hs 333 8 the the DT cord-034058-8lokg6hs 333 9 change change NN cord-034058-8lokg6hs 333 10 in in IN cord-034058-8lokg6hs 333 11 market market NN cord-034058-8lokg6hs 333 12 structure structure NN cord-034058-8lokg6hs 333 13 on on IN cord-034058-8lokg6hs 333 14 consumer consumer NN cord-034058-8lokg6hs 333 15 welfare welfare NN cord-034058-8lokg6hs 333 16 would would MD cord-034058-8lokg6hs 333 17 be be VB cord-034058-8lokg6hs 333 18 another another DT cord-034058-8lokg6hs 333 19 important important JJ cord-034058-8lokg6hs 333 20 research research NN cord-034058-8lokg6hs 333 21 topic topic NN cord-034058-8lokg6hs 333 22 . . . cord-034058-8lokg6hs 334 1 The the DT cord-034058-8lokg6hs 334 2 table table NN cord-034058-8lokg6hs 334 3 presents present VBZ cord-034058-8lokg6hs 334 4 2SLS 2SLS NNP cord-034058-8lokg6hs 334 5 estimates estimate NNS cord-034058-8lokg6hs 334 6 of of IN cord-034058-8lokg6hs 334 7 the the DT cord-034058-8lokg6hs 334 8 nested nested JJ cord-034058-8lokg6hs 334 9 logit logit NN cord-034058-8lokg6hs 334 10 model model NN cord-034058-8lokg6hs 334 11 under under IN cord-034058-8lokg6hs 334 12 different different JJ cord-034058-8lokg6hs 334 13 identification identification NN cord-034058-8lokg6hs 334 14 strategies strategy NNS cord-034058-8lokg6hs 334 15 and and CC cord-034058-8lokg6hs 334 16 model model NN cord-034058-8lokg6hs 334 17 specifications specification NNS cord-034058-8lokg6hs 334 18 . . . cord-034058-8lokg6hs 335 1 Model Model NNP cord-034058-8lokg6hs 335 2 ( ( -LRB- cord-034058-8lokg6hs 335 3 1 1 CD cord-034058-8lokg6hs 335 4 ) ) -RRB- cord-034058-8lokg6hs 335 5 uses use VBZ cord-034058-8lokg6hs 335 6 the the DT cord-034058-8lokg6hs 335 7 average average JJ cord-034058-8lokg6hs 335 8 log log NN cord-034058-8lokg6hs 335 9 of of IN cord-034058-8lokg6hs 335 10 the the DT cord-034058-8lokg6hs 335 11 withinindustry withinindustry NNP cord-034058-8lokg6hs 335 12 market market NN cord-034058-8lokg6hs 335 13 share share NN cord-034058-8lokg6hs 335 14 of of IN cord-034058-8lokg6hs 335 15 the the DT cord-034058-8lokg6hs 335 16 movie movie NN cord-034058-8lokg6hs 335 17 among among IN cord-034058-8lokg6hs 335 18 provinces province NNS cord-034058-8lokg6hs 335 19 ( ( -LRB- cord-034058-8lokg6hs 335 20 if if IN cord-034058-8lokg6hs 335 21 the the DT cord-034058-8lokg6hs 335 22 focal focal JJ cord-034058-8lokg6hs 335 23 market market NN cord-034058-8lokg6hs 335 24 is be VBZ cord-034058-8lokg6hs 335 25 a a DT cord-034058-8lokg6hs 335 26 metropolitan metropolitan JJ cord-034058-8lokg6hs 335 27 city city NN cord-034058-8lokg6hs 335 28 ) ) -RRB- cord-034058-8lokg6hs 335 29 or or CC cord-034058-8lokg6hs 335 30 among among IN cord-034058-8lokg6hs 335 31 metropolitan metropolitan JJ cord-034058-8lokg6hs 335 32 cities city NNS cord-034058-8lokg6hs 335 33 ( ( -LRB- cord-034058-8lokg6hs 335 34 if if IN cord-034058-8lokg6hs 335 35 the the DT cord-034058-8lokg6hs 335 36 focal focal JJ cord-034058-8lokg6hs 335 37 market market NN cord-034058-8lokg6hs 335 38 is be VBZ cord-034058-8lokg6hs 335 39 a a DT cord-034058-8lokg6hs 335 40 province province NN cord-034058-8lokg6hs 335 41 ) ) -RRB- cord-034058-8lokg6hs 335 42 at at IN cord-034058-8lokg6hs 335 43 the the DT cord-034058-8lokg6hs 335 44 same same JJ cord-034058-8lokg6hs 335 45 week week NN cord-034058-8lokg6hs 335 46 as as IN cord-034058-8lokg6hs 335 47 the the DT cord-034058-8lokg6hs 335 48 instrumental instrumental JJ cord-034058-8lokg6hs 335 49 variable variable NN cord-034058-8lokg6hs 335 50 . . . cord-034058-8lokg6hs 336 1 Model model NN cord-034058-8lokg6hs 336 2 ( ( -LRB- cord-034058-8lokg6hs 336 3 2 2 CD cord-034058-8lokg6hs 336 4 ) ) -RRB- cord-034058-8lokg6hs 336 5 uses use VBZ cord-034058-8lokg6hs 336 6 the the DT cord-034058-8lokg6hs 336 7 number number NN cord-034058-8lokg6hs 336 8 of of IN cord-034058-8lokg6hs 336 9 major major JJ cord-034058-8lokg6hs 336 10 movies movie NNS cord-034058-8lokg6hs 336 11 as as IN cord-034058-8lokg6hs 336 12 the the DT cord-034058-8lokg6hs 336 13 instrumental instrumental JJ cord-034058-8lokg6hs 336 14 variable variable NN cord-034058-8lokg6hs 336 15 for for IN cord-034058-8lokg6hs 336 16 the the DT cord-034058-8lokg6hs 336 17 within within JJ cord-034058-8lokg6hs 336 18 - - HYPH cord-034058-8lokg6hs 336 19 industry industry NN cord-034058-8lokg6hs 336 20 market market NN cord-034058-8lokg6hs 336 21 shares share NNS cord-034058-8lokg6hs 336 22 . . . cord-034058-8lokg6hs 337 1 Model Model NNP cord-034058-8lokg6hs 337 2 ( ( -LRB- cord-034058-8lokg6hs 337 3 3 3 CD cord-034058-8lokg6hs 337 4 ) ) -RRB- cord-034058-8lokg6hs 337 5 allows allow VBZ cord-034058-8lokg6hs 337 6 the the DT cord-034058-8lokg6hs 337 7 pandemic pandemic JJ cord-034058-8lokg6hs 337 8 effect effect NN cord-034058-8lokg6hs 337 9 to to TO cord-034058-8lokg6hs 337 10 be be VB cord-034058-8lokg6hs 337 11 time time NN cord-034058-8lokg6hs 337 12 - - HYPH cord-034058-8lokg6hs 337 13 varying vary VBG cord-034058-8lokg6hs 337 14 , , , cord-034058-8lokg6hs 337 15 and and CC cord-034058-8lokg6hs 337 16 model model NN cord-034058-8lokg6hs 337 17 ( ( -LRB- cord-034058-8lokg6hs 337 18 4 4 LS cord-034058-8lokg6hs 337 19 ) ) -RRB- cord-034058-8lokg6hs 337 20 further further RB cord-034058-8lokg6hs 337 21 allows allow VBZ cord-034058-8lokg6hs 337 22 the the DT cord-034058-8lokg6hs 337 23 decay decay NN cord-034058-8lokg6hs 337 24 rate rate NN cord-034058-8lokg6hs 337 25 and and CC cord-034058-8lokg6hs 337 26 holiday holiday NN cord-034058-8lokg6hs 337 27 effect effect NN cord-034058-8lokg6hs 337 28 to to TO cord-034058-8lokg6hs 337 29 differ differ VB cord-034058-8lokg6hs 337 30 before before RB cord-034058-8lokg6hs 337 31 and and CC cord-034058-8lokg6hs 337 32 after after IN cord-034058-8lokg6hs 337 33 the the DT cord-034058-8lokg6hs 337 34 pandemic pandemic NN cord-034058-8lokg6hs 337 35 . . . cord-034058-8lokg6hs 338 1 The the DT cord-034058-8lokg6hs 338 2 dependent dependent JJ cord-034058-8lokg6hs 338 3 variable variable NN cord-034058-8lokg6hs 338 4 is be VBZ cord-034058-8lokg6hs 338 5 ln ln NNP cord-034058-8lokg6hs 338 6 s s NNP cord-034058-8lokg6hs 338 7 jmt jmt NNP cord-034058-8lokg6hs 338 8 − − NNP cord-034058-8lokg6hs 338 9 ln ln NNP cord-034058-8lokg6hs 338 10 s s NNP cord-034058-8lokg6hs 338 11 0mt 0mt NN cord-034058-8lokg6hs 338 12 . . . cord-034058-8lokg6hs 339 1 Standard standard JJ cord-034058-8lokg6hs 339 2 errors error NNS cord-034058-8lokg6hs 339 3 ( ( -LRB- cord-034058-8lokg6hs 339 4 clustered cluster VBN cord-034058-8lokg6hs 339 5 by by IN cord-034058-8lokg6hs 339 6 movie movie NN cord-034058-8lokg6hs 339 7 in in IN cord-034058-8lokg6hs 339 8 each each DT cord-034058-8lokg6hs 339 9 market market NN cord-034058-8lokg6hs 339 10 ) ) -RRB- cord-034058-8lokg6hs 339 11 are be VBP cord-034058-8lokg6hs 339 12 in in IN cord-034058-8lokg6hs 339 13 parentheses parenthesis NNS cord-034058-8lokg6hs 339 14 . . . cord-034058-8lokg6hs 340 1 The the DT cord-034058-8lokg6hs 340 2 notation notation NN cord-034058-8lokg6hs 341 1 * * NFP cord-034058-8lokg6hs 341 2 * * NFP cord-034058-8lokg6hs 341 3 * * NFP cord-034058-8lokg6hs 341 4 indicates indicate VBZ cord-034058-8lokg6hs 341 5 significance significance NN cord-034058-8lokg6hs 341 6 at at IN cord-034058-8lokg6hs 341 7 1 1 CD cord-034058-8lokg6hs 341 8 % % NN cord-034058-8lokg6hs 341 9 level level NN cord-034058-8lokg6hs 341 10 , , , cord-034058-8lokg6hs 341 11 * * NFP cord-034058-8lokg6hs 341 12 * * NFP cord-034058-8lokg6hs 341 13 at at IN cord-034058-8lokg6hs 341 14 5 5 CD cord-034058-8lokg6hs 341 15 % % NN cord-034058-8lokg6hs 341 16 level level NN cord-034058-8lokg6hs 341 17 , , , cord-034058-8lokg6hs 341 18 * * NFP cord-034058-8lokg6hs 341 19 at at IN cord-034058-8lokg6hs 341 20 10 10 CD cord-034058-8lokg6hs 341 21 % % NN cord-034058-8lokg6hs 341 22 level level NN cord-034058-8lokg6hs 341 23 I.K. I.K. NNP cord-034058-8lokg6hs 341 24 Kim Kim NNP cord-034058-8lokg6hs 342 1 The the DT cord-034058-8lokg6hs 342 2 impact impact NN cord-034058-8lokg6hs 342 3 of of IN cord-034058-8lokg6hs 342 4 social social JJ cord-034058-8lokg6hs 342 5 distancing distancing NN cord-034058-8lokg6hs 342 6 on on IN cord-034058-8lokg6hs 342 7 box box NN cord-034058-8lokg6hs 342 8 - - HYPH cord-034058-8lokg6hs 342 9 office office NN cord-034058-8lokg6hs 342 10 revenue revenue NN cord-034058-8lokg6hs 343 1 : : : cord-034058-8lokg6hs 343 2 Evidence evidence NN cord-034058-8lokg6hs 343 3 ... ... . cord-034058-8lokg6hs 344 1 The the DT cord-034058-8lokg6hs 344 2 table table NN cord-034058-8lokg6hs 344 3 presents present VBZ cord-034058-8lokg6hs 344 4 estimated estimate VBN cord-034058-8lokg6hs 344 5 short short JJ cord-034058-8lokg6hs 344 6 - - HYPH cord-034058-8lokg6hs 344 7 run run NN cord-034058-8lokg6hs 344 8 revenue revenue NN cord-034058-8lokg6hs 344 9 loss loss NN cord-034058-8lokg6hs 344 10 ( ( -LRB- cord-034058-8lokg6hs 344 11 in in IN cord-034058-8lokg6hs 344 12 1,000 1,000 CD cord-034058-8lokg6hs 344 13 US US NNP cord-034058-8lokg6hs 344 14 dollars dollar NNS cord-034058-8lokg6hs 344 15 ) ) -RRB- cord-034058-8lokg6hs 344 16 under under IN cord-034058-8lokg6hs 344 17 different different JJ cord-034058-8lokg6hs 344 18 identification identification NN cord-034058-8lokg6hs 344 19 strategies strategy NNS cord-034058-8lokg6hs 344 20 and and CC cord-034058-8lokg6hs 344 21 model model NN cord-034058-8lokg6hs 344 22 specifications specification NNS cord-034058-8lokg6hs 344 23 . . . cord-034058-8lokg6hs 345 1 Model Model NNP cord-034058-8lokg6hs 345 2 ( ( -LRB- cord-034058-8lokg6hs 345 3 1 1 CD cord-034058-8lokg6hs 345 4 ) ) -RRB- cord-034058-8lokg6hs 345 5 uses use VBZ cord-034058-8lokg6hs 345 6 the the DT cord-034058-8lokg6hs 345 7 average average JJ cord-034058-8lokg6hs 345 8 log log NN cord-034058-8lokg6hs 345 9 of of IN cord-034058-8lokg6hs 345 10 the the DT cord-034058-8lokg6hs 345 11 within within IN cord-034058-8lokg6hs 345 12 - - HYPH cord-034058-8lokg6hs 345 13 industry industry NN cord-034058-8lokg6hs 345 14 market market NN cord-034058-8lokg6hs 345 15 share share NN cord-034058-8lokg6hs 345 16 of of IN cord-034058-8lokg6hs 345 17 the the DT cord-034058-8lokg6hs 345 18 movie movie NN cord-034058-8lokg6hs 345 19 among among IN cord-034058-8lokg6hs 345 20 provinces province NNS cord-034058-8lokg6hs 345 21 ( ( -LRB- cord-034058-8lokg6hs 345 22 if if IN cord-034058-8lokg6hs 345 23 the the DT cord-034058-8lokg6hs 345 24 focal focal JJ cord-034058-8lokg6hs 345 25 market market NN cord-034058-8lokg6hs 345 26 is be VBZ cord-034058-8lokg6hs 345 27 a a DT cord-034058-8lokg6hs 345 28 metropolitan metropolitan JJ cord-034058-8lokg6hs 345 29 city city NN cord-034058-8lokg6hs 345 30 ) ) -RRB- cord-034058-8lokg6hs 345 31 or or CC cord-034058-8lokg6hs 345 32 among among IN cord-034058-8lokg6hs 345 33 metropolitan metropolitan JJ cord-034058-8lokg6hs 345 34 cities city NNS cord-034058-8lokg6hs 345 35 ( ( -LRB- cord-034058-8lokg6hs 345 36 if if IN cord-034058-8lokg6hs 345 37 the the DT cord-034058-8lokg6hs 345 38 focal focal JJ cord-034058-8lokg6hs 345 39 market market NN cord-034058-8lokg6hs 345 40 is be VBZ cord-034058-8lokg6hs 345 41 a a DT cord-034058-8lokg6hs 345 42 province province NN cord-034058-8lokg6hs 345 43 ) ) -RRB- cord-034058-8lokg6hs 345 44 at at IN cord-034058-8lokg6hs 345 45 the the DT cord-034058-8lokg6hs 345 46 same same JJ cord-034058-8lokg6hs 345 47 week week NN cord-034058-8lokg6hs 345 48 as as IN cord-034058-8lokg6hs 345 49 the the DT cord-034058-8lokg6hs 345 50 instrumental instrumental JJ cord-034058-8lokg6hs 345 51 variable variable NN cord-034058-8lokg6hs 345 52 . . . cord-034058-8lokg6hs 346 1 Model model NN cord-034058-8lokg6hs 346 2 ( ( -LRB- cord-034058-8lokg6hs 346 3 2 2 CD cord-034058-8lokg6hs 346 4 ) ) -RRB- cord-034058-8lokg6hs 346 5 uses use VBZ cord-034058-8lokg6hs 346 6 the the DT cord-034058-8lokg6hs 346 7 number number NN cord-034058-8lokg6hs 346 8 of of IN cord-034058-8lokg6hs 346 9 major major JJ cord-034058-8lokg6hs 346 10 movies movie NNS cord-034058-8lokg6hs 346 11 as as IN cord-034058-8lokg6hs 346 12 the the DT cord-034058-8lokg6hs 346 13 instrumental instrumental JJ cord-034058-8lokg6hs 346 14 variable variable NN cord-034058-8lokg6hs 346 15 for for IN cord-034058-8lokg6hs 346 16 the the DT cord-034058-8lokg6hs 346 17 within within JJ cord-034058-8lokg6hs 346 18 - - HYPH cord-034058-8lokg6hs 346 19 industry industry NN cord-034058-8lokg6hs 346 20 market market NN cord-034058-8lokg6hs 346 21 shares share NNS cord-034058-8lokg6hs 346 22 . . . cord-034058-8lokg6hs 347 1 Model Model NNP cord-034058-8lokg6hs 347 2 ( ( -LRB- cord-034058-8lokg6hs 347 3 3 3 CD cord-034058-8lokg6hs 347 4 ) ) -RRB- cord-034058-8lokg6hs 347 5 allows allow VBZ cord-034058-8lokg6hs 347 6 the the DT cord-034058-8lokg6hs 347 7 pandemic pandemic JJ cord-034058-8lokg6hs 347 8 effect effect NN cord-034058-8lokg6hs 347 9 to to TO cord-034058-8lokg6hs 347 10 be be VB cord-034058-8lokg6hs 347 11 time time NN cord-034058-8lokg6hs 347 12 - - HYPH cord-034058-8lokg6hs 347 13 varying vary VBG cord-034058-8lokg6hs 347 14 , , , cord-034058-8lokg6hs 347 15 and and CC cord-034058-8lokg6hs 347 16 model model NN cord-034058-8lokg6hs 347 17 ( ( -LRB- cord-034058-8lokg6hs 347 18 4 4 LS cord-034058-8lokg6hs 347 19 ) ) -RRB- cord-034058-8lokg6hs 347 20 further further RB cord-034058-8lokg6hs 347 21 allows allow VBZ cord-034058-8lokg6hs 347 22 the the DT cord-034058-8lokg6hs 347 23 decay decay NN cord-034058-8lokg6hs 347 24 rate rate NN cord-034058-8lokg6hs 347 25 and and CC cord-034058-8lokg6hs 347 26 holiday holiday NN cord-034058-8lokg6hs 347 27 effect effect NN cord-034058-8lokg6hs 347 28 to to TO cord-034058-8lokg6hs 347 29 differ differ VB cord-034058-8lokg6hs 347 30 before before RB cord-034058-8lokg6hs 347 31 and and CC cord-034058-8lokg6hs 347 32 after after IN cord-034058-8lokg6hs 347 33 the the DT cord-034058-8lokg6hs 347 34 pandemic pandemic NN cord-034058-8lokg6hs 347 35 . . . cord-034058-8lokg6hs 348 1 The the DT cord-034058-8lokg6hs 348 2 95 95 CD cord-034058-8lokg6hs 348 3 % % NN cord-034058-8lokg6hs 348 4 confidence confidence NN cord-034058-8lokg6hs 348 5 intervals interval NNS cord-034058-8lokg6hs 348 6 are be VBP cord-034058-8lokg6hs 348 7 based base VBN cord-034058-8lokg6hs 348 8 on on IN cord-034058-8lokg6hs 348 9 200 200 CD cord-034058-8lokg6hs 348 10 cluster cluster NN cord-034058-8lokg6hs 348 11 bootstrap bootstrap NN cord-034058-8lokg6hs 348 12 replications replication NNS cord-034058-8lokg6hs 348 13 I.K. I.K. NNP cord-034058-8lokg6hs 348 14 Kim Kim NNP cord-034058-8lokg6hs 348 15 _SP cord-034058-8lokg6hs 348 16 Economic economic JJ cord-034058-8lokg6hs 348 17 activity activity NN cord-034058-8lokg6hs 348 18 and and CC cord-034058-8lokg6hs 348 19 the the DT cord-034058-8lokg6hs 348 20 spread spread NN cord-034058-8lokg6hs 348 21 of of IN cord-034058-8lokg6hs 348 22 viral viral JJ cord-034058-8lokg6hs 348 23 diseases disease NNS cord-034058-8lokg6hs 348 24 : : : cord-034058-8lokg6hs 348 25 Evidence evidence NN cord-034058-8lokg6hs 348 26 from from IN cord-034058-8lokg6hs 348 27 high high JJ cord-034058-8lokg6hs 348 28 frequency frequency NN cord-034058-8lokg6hs 348 29 data datum NNS cord-034058-8lokg6hs 349 1 A a DT cord-034058-8lokg6hs 349 2 simple simple JJ cord-034058-8lokg6hs 349 3 planning planning NN cord-034058-8lokg6hs 349 4 problem problem NN cord-034058-8lokg6hs 349 5 for for IN cord-034058-8lokg6hs 349 6 covid-19 covid-19 JJ cord-034058-8lokg6hs 349 7 lockdown lockdown NN cord-034058-8lokg6hs 349 8 Estimating estimate VBG cord-034058-8lokg6hs 349 9 discrete discrete JJ cord-034058-8lokg6hs 349 10 - - HYPH cord-034058-8lokg6hs 349 11 choice choice NN cord-034058-8lokg6hs 349 12 models model NNS cord-034058-8lokg6hs 349 13 of of IN cord-034058-8lokg6hs 349 14 product product NN cord-034058-8lokg6hs 349 15 differention differention NNP cord-034058-8lokg6hs 350 1 On on IN cord-034058-8lokg6hs 350 2 the the DT cord-034058-8lokg6hs 350 3 distributional distributional JJ cord-034058-8lokg6hs 350 4 consequences consequence NNS cord-034058-8lokg6hs 350 5 of of IN cord-034058-8lokg6hs 350 6 epidemics epidemic NNS cord-034058-8lokg6hs 350 7 Variance variance VBP cord-034058-8lokg6hs 350 8 components component NNS cord-034058-8lokg6hs 350 9 structures structure NNS cord-034058-8lokg6hs 350 10 for for IN cord-034058-8lokg6hs 350 11 the the DT cord-034058-8lokg6hs 350 12 extreme extreme JJ cord-034058-8lokg6hs 350 13 - - HYPH cord-034058-8lokg6hs 350 14 value value NN cord-034058-8lokg6hs 350 15 and and CC cord-034058-8lokg6hs 350 16 logistic logistic JJ cord-034058-8lokg6hs 350 17 distributions distribution NNS cord-034058-8lokg6hs 350 18 with with IN cord-034058-8lokg6hs 350 19 application application NN cord-034058-8lokg6hs 350 20 to to IN cord-034058-8lokg6hs 350 21 models model NNS cord-034058-8lokg6hs 350 22 of of IN cord-034058-8lokg6hs 350 23 heterogeneity heterogeneity NN cord-034058-8lokg6hs 350 24 Diseases disease NNS cord-034058-8lokg6hs 350 25 , , , cord-034058-8lokg6hs 350 26 infection infection NN cord-034058-8lokg6hs 350 27 dynamics dynamic NNS cord-034058-8lokg6hs 350 28 , , , cord-034058-8lokg6hs 350 29 and and CC cord-034058-8lokg6hs 350 30 development development NN cord-034058-8lokg6hs 351 1 The the DT cord-034058-8lokg6hs 351 2 impact impact NN cord-034058-8lokg6hs 351 3 of of IN cord-034058-8lokg6hs 351 4 the the DT cord-034058-8lokg6hs 351 5 sars sars NNP cord-034058-8lokg6hs 351 6 outbreak outbreak NN cord-034058-8lokg6hs 351 7 on on IN cord-034058-8lokg6hs 351 8 taiwanese taiwanese JJ cord-034058-8lokg6hs 351 9 hotel hotel NN cord-034058-8lokg6hs 351 10 stock stock NN cord-034058-8lokg6hs 351 11 performance performance NN cord-034058-8lokg6hs 351 12 : : : cord-034058-8lokg6hs 351 13 an an DT cord-034058-8lokg6hs 351 14 event event NN cord-034058-8lokg6hs 351 15 - - HYPH cord-034058-8lokg6hs 351 16 study study NN cord-034058-8lokg6hs 351 17 approach approach NN cord-034058-8lokg6hs 351 18 Social Social NNP cord-034058-8lokg6hs 351 19 distancing distancing NN cord-034058-8lokg6hs 351 20 , , , cord-034058-8lokg6hs 351 21 internet internet NN cord-034058-8lokg6hs 351 22 access access NN cord-034058-8lokg6hs 351 23 and and CC cord-034058-8lokg6hs 351 24 inequality inequality NN cord-034058-8lokg6hs 351 25 Loss Loss NNP cord-034058-8lokg6hs 351 26 aversion aversion NN cord-034058-8lokg6hs 351 27 and and CC cord-034058-8lokg6hs 351 28 the the DT cord-034058-8lokg6hs 351 29 uniform uniform JJ cord-034058-8lokg6hs 351 30 pricing pricing NN cord-034058-8lokg6hs 351 31 puzzle puzzle NN cord-034058-8lokg6hs 351 32 for for IN cord-034058-8lokg6hs 351 33 media medium NNS cord-034058-8lokg6hs 351 34 and and CC cord-034058-8lokg6hs 351 35 entertainment entertainment NN cord-034058-8lokg6hs 351 36 products product NNS cord-034058-8lokg6hs 352 1 Civic civic JJ cord-034058-8lokg6hs 352 2 capital capital NN cord-034058-8lokg6hs 352 3 and and CC cord-034058-8lokg6hs 352 4 social social JJ cord-034058-8lokg6hs 352 5 distancing distancing NN cord-034058-8lokg6hs 352 6 : : : cord-034058-8lokg6hs 352 7 evidence evidence NN cord-034058-8lokg6hs 352 8 from from IN cord-034058-8lokg6hs 352 9 italians italians NNPS cord-034058-8lokg6hs 352 10 ' ' POS cord-034058-8lokg6hs 352 11 response response NN cord-034058-8lokg6hs 352 12 to to TO cord-034058-8lokg6hs 352 13 covid-19 covid-19 NNP cord-034058-8lokg6hs 352 14 The the DT cord-034058-8lokg6hs 352 15 macroeconomics macroeconomic NNS cord-034058-8lokg6hs 352 16 of of IN cord-034058-8lokg6hs 352 17 epidemics epidemic NNS cord-034058-8lokg6hs 352 18 Seasonality Seasonality NNP cord-034058-8lokg6hs 352 19 in in IN cord-034058-8lokg6hs 352 20 the the DT cord-034058-8lokg6hs 352 21 U.S. U.S. NNP cord-034058-8lokg6hs 352 22 motion motion NN cord-034058-8lokg6hs 352 23 picture picture NN cord-034058-8lokg6hs 352 24 industry industry NN cord-034058-8lokg6hs 352 25 Fiscal fiscal JJ cord-034058-8lokg6hs 352 26 policy policy NN cord-034058-8lokg6hs 352 27 during during IN cord-034058-8lokg6hs 352 28 a a DT cord-034058-8lokg6hs 352 29 pandemic pandemic NN cord-034058-8lokg6hs 353 1 Covid-19 Covid-19 NNP cord-034058-8lokg6hs 353 2 : : : cord-034058-8lokg6hs 353 3 The the DT cord-034058-8lokg6hs 353 4 conjunction conjunction NN cord-034058-8lokg6hs 353 5 of of IN cord-034058-8lokg6hs 353 6 events event NNS cord-034058-8lokg6hs 353 7 leading lead VBG cord-034058-8lokg6hs 353 8 to to IN cord-034058-8lokg6hs 353 9 the the DT cord-034058-8lokg6hs 353 10 coronavirus coronavirus NN cord-034058-8lokg6hs 353 11 pandemic pandemic NN cord-034058-8lokg6hs 353 12 and and CC cord-034058-8lokg6hs 353 13 lessons lesson NNS cord-034058-8lokg6hs 353 14 to to TO cord-034058-8lokg6hs 353 15 learn learn VB cord-034058-8lokg6hs 353 16 for for IN cord-034058-8lokg6hs 353 17 future future JJ cord-034058-8lokg6hs 353 18 threats threat NNS cord-034058-8lokg6hs 354 1 Macroeconomic macroeconomic JJ cord-034058-8lokg6hs 354 2 implications implication NNS cord-034058-8lokg6hs 354 3 of of IN cord-034058-8lokg6hs 354 4 covid-19 covid-19 NN cord-034058-8lokg6hs 355 1 : : : cord-034058-8lokg6hs 355 2 Can Can MD cord-034058-8lokg6hs 355 3 negative negative JJ cord-034058-8lokg6hs 355 4 supply supply NN cord-034058-8lokg6hs 355 5 shocks shock NNS cord-034058-8lokg6hs 355 6 cause cause VBP cord-034058-8lokg6hs 355 7 demand demand NN cord-034058-8lokg6hs 355 8 shortages shortage NNS cord-034058-8lokg6hs 355 9 ? ? . cord-034058-8lokg6hs 356 1 Working Working NNP cord-034058-8lokg6hs 356 2 Paper Paper NNP cord-034058-8lokg6hs 356 3 26918 26918 CD cord-034058-8lokg6hs 357 1 Mandated mandated JJ cord-034058-8lokg6hs 357 2 and and CC cord-034058-8lokg6hs 357 3 voluntary voluntary JJ cord-034058-8lokg6hs 357 4 social social JJ cord-034058-8lokg6hs 357 5 distancing distancing NN cord-034058-8lokg6hs 357 6 during during IN cord-034058-8lokg6hs 357 7 the the DT cord-034058-8lokg6hs 357 8 covid-19 covid-19 JJ cord-034058-8lokg6hs 357 9 epidemic epidemic NN cord-034058-8lokg6hs 357 10 Valuation Valuation NNP cord-034058-8lokg6hs 357 11 of of IN cord-034058-8lokg6hs 357 12 new new JJ cord-034058-8lokg6hs 357 13 goods good NNS cord-034058-8lokg6hs 357 14 under under IN cord-034058-8lokg6hs 357 15 perfect perfect JJ cord-034058-8lokg6hs 357 16 and and CC cord-034058-8lokg6hs 357 17 imperfect imperfect JJ cord-034058-8lokg6hs 357 18 competition competition NN cord-034058-8lokg6hs 357 19 Optimal Optimal NNP cord-034058-8lokg6hs 357 20 mitigation mitigation NN cord-034058-8lokg6hs 357 21 policies policy NNS cord-034058-8lokg6hs 357 22 in in IN cord-034058-8lokg6hs 357 23 a a DT cord-034058-8lokg6hs 357 24 pandemic pandemic NN cord-034058-8lokg6hs 357 25 The the DT cord-034058-8lokg6hs 357 26 macroeconomic macroeconomic JJ cord-034058-8lokg6hs 357 27 impact impact NN cord-034058-8lokg6hs 357 28 of of IN cord-034058-8lokg6hs 357 29 pandemic pandemic NN cord-034058-8lokg6hs 357 30 influenza influenza NN cord-034058-8lokg6hs 357 31 : : : cord-034058-8lokg6hs 357 32 estimates estimate NNS cord-034058-8lokg6hs 357 33 from from IN cord-034058-8lokg6hs 357 34 models model NNS cord-034058-8lokg6hs 357 35 of of IN cord-034058-8lokg6hs 357 36 the the DT cord-034058-8lokg6hs 357 37 united united NNP cord-034058-8lokg6hs 357 38 kingdom kingdom NNP cord-034058-8lokg6hs 357 39 , , , cord-034058-8lokg6hs 357 40 france france NNP cord-034058-8lokg6hs 357 41 , , , cord-034058-8lokg6hs 357 42 Belgium Belgium NNP cord-034058-8lokg6hs 357 43 and and CC cord-034058-8lokg6hs 357 44 the the DT cord-034058-8lokg6hs 357 45 netherlands netherlands NNP cord-034058-8lokg6hs 357 46 Organizational Organizational NNP cord-034058-8lokg6hs 357 47 form form NN cord-034058-8lokg6hs 357 48 and and CC cord-034058-8lokg6hs 357 49 performance performance NN cord-034058-8lokg6hs 357 50 : : : cord-034058-8lokg6hs 357 51 the the DT cord-034058-8lokg6hs 357 52 cinema cinema NN cord-034058-8lokg6hs 357 53 chain chain NN cord-034058-8lokg6hs 357 54 case case NN cord-034058-8lokg6hs 357 55 . . . cord-034058-8lokg6hs 358 1 Available available JJ cord-034058-8lokg6hs 358 2 at at IN cord-034058-8lokg6hs 358 3 SSRN SSRN NNP cord-034058-8lokg6hs 358 4 3424510 3424510 CD cord-034058-8lokg6hs 358 5 Movie Movie NNP cord-034058-8lokg6hs 358 6 variety variety NN cord-034058-8lokg6hs 358 7 and and CC cord-034058-8lokg6hs 358 8 the the DT cord-034058-8lokg6hs 358 9 city city NN cord-034058-8lokg6hs 358 10 Estimating estimate VBG cord-034058-8lokg6hs 358 11 the the DT cord-034058-8lokg6hs 358 12 impact impact NN cord-034058-8lokg6hs 358 13 of of IN cord-034058-8lokg6hs 358 14 avian avian JJ cord-034058-8lokg6hs 358 15 flu flu NN cord-034058-8lokg6hs 358 16 on on IN cord-034058-8lokg6hs 358 17 international international JJ cord-034058-8lokg6hs 358 18 tourism tourism NN cord-034058-8lokg6hs 358 19 demand demand NN cord-034058-8lokg6hs 358 20 using use VBG cord-034058-8lokg6hs 358 21 panel panel NN cord-034058-8lokg6hs 358 22 data datum NNS cord-034058-8lokg6hs 358 23 Movie movie NN cord-034058-8lokg6hs 358 24 industry industry NN cord-034058-8lokg6hs 358 25 demand demand NN cord-034058-8lokg6hs 358 26 and and CC cord-034058-8lokg6hs 358 27 theater theater NN cord-034058-8lokg6hs 358 28 availability availability NN cord-034058-8lokg6hs 358 29 Determinants determinant NNS cord-034058-8lokg6hs 358 30 of of IN cord-034058-8lokg6hs 358 31 social social JJ cord-034058-8lokg6hs 358 32 distancing distancing NN cord-034058-8lokg6hs 358 33 and and CC cord-034058-8lokg6hs 358 34 economic economic JJ cord-034058-8lokg6hs 358 35 activity activity NN cord-034058-8lokg6hs 358 36 during during IN cord-034058-8lokg6hs 358 37 covid-19 covid-19 NNP cord-034058-8lokg6hs 359 1 : : : cord-034058-8lokg6hs 359 2 A a DT cord-034058-8lokg6hs 359 3 global global JJ cord-034058-8lokg6hs 359 4 view view NN cord-034058-8lokg6hs 359 5 Measuring measure VBG cord-034058-8lokg6hs 359 6 word word NN cord-034058-8lokg6hs 359 7 of of IN cord-034058-8lokg6hs 359 8 mouth mouth NN cord-034058-8lokg6hs 359 9 's 's POS cord-034058-8lokg6hs 359 10 impact impact NN cord-034058-8lokg6hs 359 11 on on IN cord-034058-8lokg6hs 359 12 theatrical theatrical JJ cord-034058-8lokg6hs 359 13 movie movie NN cord-034058-8lokg6hs 359 14 admissions admission NNS cord-034058-8lokg6hs 359 15 Retailer Retailer NNP cord-034058-8lokg6hs 359 16 entry entry NN cord-034058-8lokg6hs 359 17 conditions condition NNS cord-034058-8lokg6hs 359 18 and and CC cord-034058-8lokg6hs 359 19 wholesales wholesale NNS cord-034058-8lokg6hs 359 20 conduct conduct VBP cord-034058-8lokg6hs 359 21 : : : cord-034058-8lokg6hs 359 22 the the DT cord-034058-8lokg6hs 359 23 theatrical theatrical JJ cord-034058-8lokg6hs 359 24 distribution distribution NN cord-034058-8lokg6hs 359 25 of of IN cord-034058-8lokg6hs 359 26 motion motion NN cord-034058-8lokg6hs 359 27 pictures picture NNS cord-034058-8lokg6hs 359 28 Measuring measure VBG cord-034058-8lokg6hs 359 29 market market NN cord-034058-8lokg6hs 359 30 power power NN cord-034058-8lokg6hs 359 31 in in IN cord-034058-8lokg6hs 359 32 the the DT cord-034058-8lokg6hs 359 33 ready ready JJ cord-034058-8lokg6hs 359 34 - - HYPH cord-034058-8lokg6hs 359 35 to to TO cord-034058-8lokg6hs 359 36 - - HYPH cord-034058-8lokg6hs 359 37 eat eat VB cord-034058-8lokg6hs 359 38 cereal cereal NN cord-034058-8lokg6hs 359 39 industry industry NN cord-034058-8lokg6hs 359 40 Uniform Uniform NNP cord-034058-8lokg6hs 359 41 prices price NNS cord-034058-8lokg6hs 359 42 for for IN cord-034058-8lokg6hs 359 43 differentiated differentiated JJ cord-034058-8lokg6hs 359 44 goods good NNS cord-034058-8lokg6hs 359 45 : : : cord-034058-8lokg6hs 359 46 the the DT cord-034058-8lokg6hs 359 47 case case NN cord-034058-8lokg6hs 359 48 of of IN cord-034058-8lokg6hs 359 49 the the DT cord-034058-8lokg6hs 359 50 movie movie NN cord-034058-8lokg6hs 359 51 - - HYPH cord-034058-8lokg6hs 359 52 theater theater NN cord-034058-8lokg6hs 359 53 industry industry NN cord-034058-8lokg6hs 359 54 Merging merge VBG cord-034058-8lokg6hs 359 55 economics economic NNS cord-034058-8lokg6hs 359 56 and and CC cord-034058-8lokg6hs 359 57 epidemiology epidemiology NN cord-034058-8lokg6hs 359 58 to to TO cord-034058-8lokg6hs 359 59 improve improve VB cord-034058-8lokg6hs 359 60 the the DT cord-034058-8lokg6hs 359 61 prediction prediction NN cord-034058-8lokg6hs 359 62 and and CC cord-034058-8lokg6hs 359 63 management management NN cord-034058-8lokg6hs 359 64 of of IN cord-034058-8lokg6hs 359 65 infectious infectious JJ cord-034058-8lokg6hs 359 66 disease disease NN cord-034058-8lokg6hs 359 67 Economic economic JJ cord-034058-8lokg6hs 359 68 epidemiology epidemiology NN cord-034058-8lokg6hs 359 69 and and CC cord-034058-8lokg6hs 359 70 infectious infectious JJ cord-034058-8lokg6hs 359 71 diseases disease NNS cord-034058-8lokg6hs 360 1 Publisher publisher NN cord-034058-8lokg6hs 360 2 's 's POS cord-034058-8lokg6hs 360 3 note note NN cord-034058-8lokg6hs 360 4 Springer Springer NNP cord-034058-8lokg6hs 360 5 Nature Nature NNP cord-034058-8lokg6hs 360 6 remains remain VBZ cord-034058-8lokg6hs 360 7 neutral neutral JJ cord-034058-8lokg6hs 360 8 with with IN cord-034058-8lokg6hs 360 9 regard regard NN cord-034058-8lokg6hs 360 10 to to IN cord-034058-8lokg6hs 360 11 jurisdictional jurisdictional JJ cord-034058-8lokg6hs 360 12 claims claim NNS cord-034058-8lokg6hs 360 13 in in IN cord-034058-8lokg6hs 360 14 published publish VBN cord-034058-8lokg6hs 360 15 maps map NNS cord-034058-8lokg6hs 360 16 and and CC cord-034058-8lokg6hs 360 17 institutional institutional JJ cord-034058-8lokg6hs 360 18 affiliations affiliation NNS cord-034058-8lokg6hs 361 1 Acknowledgments acknowledgment NNS cord-034058-8lokg6hs 362 1 I -PRON- PRP cord-034058-8lokg6hs 362 2 thank thank VBP cord-034058-8lokg6hs 362 3 two two CD cord-034058-8lokg6hs 362 4 anonymous anonymous JJ cord-034058-8lokg6hs 362 5 referees referee NNS cord-034058-8lokg6hs 362 6 and and CC cord-034058-8lokg6hs 362 7 Thomas Thomas NNP cord-034058-8lokg6hs 362 8 Otter Otter NNP cord-034058-8lokg6hs 362 9 , , , cord-034058-8lokg6hs 362 10 the the DT cord-034058-8lokg6hs 362 11 Editor Editor NNP cord-034058-8lokg6hs 362 12 , , , cord-034058-8lokg6hs 362 13 for for IN cord-034058-8lokg6hs 362 14 excellent excellent JJ cord-034058-8lokg6hs 362 15 comments comment NNS cord-034058-8lokg6hs 362 16 and and CC cord-034058-8lokg6hs 362 17 suggestions suggestion NNS cord-034058-8lokg6hs 362 18 that that WDT cord-034058-8lokg6hs 362 19 helped help VBD cord-034058-8lokg6hs 362 20 to to TO cord-034058-8lokg6hs 362 21 improve improve VB cord-034058-8lokg6hs 362 22 this this DT cord-034058-8lokg6hs 362 23 paper paper NN cord-034058-8lokg6hs 362 24 . . . cord-034058-8lokg6hs 363 1 Financial financial JJ cord-034058-8lokg6hs 363 2 support support NN cord-034058-8lokg6hs 363 3 from from IN cord-034058-8lokg6hs 363 4 the the DT cord-034058-8lokg6hs 363 5 Seed Seed NNP cord-034058-8lokg6hs 363 6 Program Program NNP cord-034058-8lokg6hs 363 7 for for IN cord-034058-8lokg6hs 363 8 Korean Korean NNP cord-034058-8lokg6hs 363 9 Studies Studies NNPS cord-034058-8lokg6hs 363 10 through through IN cord-034058-8lokg6hs 363 11 the the DT cord-034058-8lokg6hs 363 12 Ministry Ministry NNP cord-034058-8lokg6hs 363 13 of of IN cord-034058-8lokg6hs 363 14 Education Education NNP cord-034058-8lokg6hs 363 15 of of IN cord-034058-8lokg6hs 363 16 the the DT cord-034058-8lokg6hs 363 17 Republic Republic NNP cord-034058-8lokg6hs 363 18 of of IN cord-034058-8lokg6hs 363 19 Korea Korea NNP cord-034058-8lokg6hs 363 20 ( ( -LRB- cord-034058-8lokg6hs 363 21 AKS-2018-INC-2230011 AKS-2018-INC-2230011 NNP cord-034058-8lokg6hs 363 22 ) ) -RRB- cord-034058-8lokg6hs 363 23 and and CC cord-034058-8lokg6hs 363 24 the the DT cord-034058-8lokg6hs 363 25 Small Small NNP cord-034058-8lokg6hs 363 26 Grant Grant NNP cord-034058-8lokg6hs 363 27 Program Program NNP cord-034058-8lokg6hs 363 28 at at IN cord-034058-8lokg6hs 363 29 Nazarbayev Nazarbayev NNP cord-034058-8lokg6hs 363 30 University University NNP cord-034058-8lokg6hs 363 31 ( ( -LRB- cord-034058-8lokg6hs 363 32 SHSS2018004 SHSS2018004 NNP cord-034058-8lokg6hs 363 33 ) ) -RRB- cord-034058-8lokg6hs 363 34 is be VBZ cord-034058-8lokg6hs 363 35 gratefully gratefully RB cord-034058-8lokg6hs 363 36 acknowledged acknowledge VBN cord-034058-8lokg6hs 363 37 . . . cord-034058-8lokg6hs 364 1 The the DT cord-034058-8lokg6hs 364 2 author author NN cord-034058-8lokg6hs 364 3 declares declare VBZ cord-034058-8lokg6hs 364 4 that that IN cord-034058-8lokg6hs 364 5 he -PRON- PRP cord-034058-8lokg6hs 364 6 has have VBZ cord-034058-8lokg6hs 364 7 no no DT cord-034058-8lokg6hs 364 8 conflict conflict NN cord-034058-8lokg6hs 364 9 of of IN cord-034058-8lokg6hs 364 10 interest interest NN cord-034058-8lokg6hs 364 11 . . . cord-034058-8lokg6hs 364 12 _SP