id sid tid token lemma pos news-000936 1 1 controlling control VERB news-000936 1 2 for for ADP news-000936 1 3 the the DET news-000936 1 4 weather weather NOUN news-000936 1 5 : : PUNCT news-000936 1 6 hedging hedging NOUN news-000936 1 7 increases increase VERB news-000936 1 8 firm firm ADJ news-000936 1 9 value value NOUN news-000936 1 10 , , PUNCT news-000936 1 11 new new ADJ news-000936 1 12 study study NOUN news-000936 1 13 shows show VERB news-000936 1 14 | | PUNCT news-000936 1 15 news news NOUN news-000936 1 16 | | PROPN news-000936 1 17 notre notre PROPN news-000936 1 18 dame dame PROPN news-000936 1 19 news news PROPN news-000936 1 20 | | PROPN news-000936 1 21 university university PROPN news-000936 1 22 of of ADP news-000936 1 23 notre notre PROPN news-000936 1 24 dame dame PROPN news-000936 1 25 skip skip VERB news-000936 1 26 to to ADP news-000936 1 27 content content NOUN news-000936 1 28 skip skip VERB news-000936 1 29 to to ADP news-000936 1 30 navigation navigation NOUN news-000936 1 31 skip skip VERB news-000936 1 32 to to PART news-000936 1 33 search search VERB news-000936 1 34 university university PROPN news-000936 1 35 of of ADP news-000936 1 36 notre notre PROPN news-000936 1 37 dame dame PROPN news-000936 1 38 notre notre PROPN news-000936 1 39 dame dame PROPN news-000936 1 40 news news PROPN news-000936 1 41 experts expert NOUN news-000936 1 42 nd nd PROPN news-000936 1 43 in in ADP news-000936 1 44 the the DET news-000936 1 45 news news NOUN news-000936 1 46 subscribe subscribe NOUN news-000936 1 47 about about ADP news-000936 1 48 us us PROPN news-000936 1 49 home home NOUN news-000936 1 50 contact contact NOUN news-000936 1 51 search search NOUN news-000936 1 52 menu menu NOUN news-000936 1 53 home home ADV news-000936 1 54 › › X news-000936 1 55 news news NOUN news-000936 1 56 › › ADP news-000936 1 57 controlling control VERB news-000936 1 58 for for ADP news-000936 1 59 the the DET news-000936 1 60 weather weather NOUN news-000936 1 61 : : PUNCT news-000936 1 62 hedging hedging NOUN news-000936 1 63 increases increase VERB news-000936 1 64 firm firm ADJ news-000936 1 65 value value NOUN news-000936 1 66 , , PUNCT news-000936 1 67 new new ADJ news-000936 1 68 study study NOUN news-000936 1 69 shows show VERB news-000936 1 70 controlling control VERB news-000936 1 71 for for ADP news-000936 1 72 the the DET news-000936 1 73 weather weather NOUN news-000936 1 74 : : PUNCT news-000936 1 75 hedging hedging NOUN news-000936 1 76 increases increase VERB news-000936 1 77 firm firm ADJ news-000936 1 78 value value NOUN news-000936 1 79 , , PUNCT news-000936 1 80 new new ADJ news-000936 1 81 study study NOUN news-000936 1 82 shows show NOUN news-000936 1 83 published publish VERB news-000936 1 84 : : PUNCT news-000936 1 85 june june PROPN news-000936 1 86 20 20 NUM news-000936 1 87 , , PUNCT news-000936 1 88 2012 2012 NUM news-000936 1 89 author author NOUN news-000936 1 90 : : PUNCT news-000936 1 91 shannon shannon PROPN news-000936 1 92 roddel roddel NOUN news-000936 1 93 a a DET news-000936 1 94 highly highly ADV news-000936 1 95 debated debate VERB news-000936 1 96 topic topic NOUN news-000936 1 97 in in ADP news-000936 1 98 corporate corporate ADJ news-000936 1 99 finance finance NOUN news-000936 1 100 is be AUX news-000936 1 101 whether whether SCONJ news-000936 1 102 active active ADJ news-000936 1 103 risk risk NOUN news-000936 1 104 management management NOUN news-000936 1 105 policies policy NOUN news-000936 1 106 , , PUNCT news-000936 1 107 such such ADJ news-000936 1 108 as as ADP news-000936 1 109 hedging hedging NOUN news-000936 1 110 , , PUNCT news-000936 1 111 affect affect VERB news-000936 1 112 firm firm ADJ news-000936 1 113 value value NOUN news-000936 1 114 . . 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PUNCT news-000936 8 1 yun yun PROPN news-000936 8 2 says say VERB news-000936 8 3 there there PRON news-000936 8 4 has have AUX news-000936 8 5 been be AUX news-000936 8 6 much much ADV news-000936 8 7 theoretical theoretical ADJ news-000936 8 8 research research NOUN news-000936 8 9 on on ADP news-000936 8 10 why why SCONJ news-000936 8 11 hedging hedging NOUN news-000936 8 12 can can AUX news-000936 8 13 have have AUX news-000936 8 14 an an DET news-000936 8 15 impact impact NOUN news-000936 8 16 on on ADP news-000936 8 17 increasing increase VERB news-000936 8 18 firm firm ADJ news-000936 8 19 value value NOUN news-000936 8 20 , , PUNCT news-000936 8 21 but but CCONJ news-000936 8 22 actually actually ADV news-000936 8 23 proving prove VERB news-000936 8 24 such such ADJ news-000936 8 25 is be AUX news-000936 8 26 challenging challenging ADJ news-000936 8 27 , , PUNCT news-000936 8 28 largely largely ADV news-000936 8 29 because because SCONJ news-000936 8 30 firms firm NOUN news-000936 8 31 do do AUX news-000936 8 32 not not PART news-000936 8 33 randomize randomize VERB news-000936 8 34 their their PRON news-000936 8 35 hedging hedging NOUN news-000936 8 36 decisions decision NOUN news-000936 8 37 . . PUNCT news-000936 9 1 “ " PUNCT news-000936 9 2 our our PRON news-000936 9 3 research research NOUN news-000936 9 4 tries try VERB news-000936 9 5 to to PART news-000936 9 6 overcome overcome VERB news-000936 9 7 this this DET news-000936 9 8 endogeneity endogeneity NOUN news-000936 9 9 , , PUNCT news-000936 9 10 or or CCONJ news-000936 9 11 non non ADJ news-000936 9 12 - - ADJ news-000936 9 13 random random ADJ news-000936 9 14 choice choice NOUN news-000936 9 15 of of ADP news-000936 9 16 hedging hedging NOUN news-000936 9 17 , , PUNCT news-000936 9 18 by by ADP news-000936 9 19 comparing compare VERB news-000936 9 20 examples example NOUN news-000936 9 21 with with ADP news-000936 9 22 and and CCONJ news-000936 9 23 without without ADP news-000936 9 24 the the DET news-000936 9 25 possibility possibility NOUN news-000936 9 26 of of ADP news-000936 9 27 hedging hedging NOUN news-000936 9 28 , , PUNCT news-000936 9 29 specifically specifically ADV news-000936 9 30 focusing focus VERB news-000936 9 31 on on ADP news-000936 9 32 utilities utility NOUN news-000936 9 33 heavily heavily ADV news-000936 9 34 exposed expose VERB news-000936 9 35 to to ADP news-000936 9 36 weather weather NOUN news-000936 9 37 risk risk NOUN news-000936 9 38 , , PUNCT news-000936 9 39 ” " PUNCT news-000936 9 40 yun yun PROPN news-000936 9 41 says say VERB news-000936 9 42 . . PUNCT news-000936 10 1 “ " PUNCT news-000936 10 2 for for ADP news-000936 10 3 example example NOUN news-000936 10 4 , , PUNCT news-000936 10 5 utilities utility NOUN news-000936 10 6 in in ADP news-000936 10 7 san san PROPN news-000936 10 8 diego diego PROPN news-000936 10 9 , , PUNCT news-000936 10 10 where where SCONJ news-000936 10 11 weather weather NOUN news-000936 10 12 is be AUX news-000936 10 13 always always ADV news-000936 10 14 mild mild ADJ news-000936 10 15 and and CCONJ news-000936 10 16 predictable predictable ADJ news-000936 10 17 , , PUNCT news-000936 10 18 and and CCONJ news-000936 10 19 in in ADP news-000936 10 20 minnesota minnesota PROPN news-000936 10 21 , , PUNCT news-000936 10 22 where where SCONJ news-000936 10 23 weather weather NOUN news-000936 10 24 varies vary VERB news-000936 10 25 greatly greatly ADV news-000936 10 26 from from ADP news-000936 10 27 year year NOUN news-000936 10 28 to to ADP news-000936 10 29 year year NOUN news-000936 10 30 , , PUNCT news-000936 10 31 have have VERB news-000936 10 32 different different ADJ news-000936 10 33 weather weather NOUN news-000936 10 34 risk risk NOUN news-000936 10 35 exposure exposure NOUN news-000936 10 36 . . PUNCT news-000936 11 1 before before ADP news-000936 11 2 1997 1997 NUM news-000936 11 3 , , PUNCT news-000936 11 4 we we PRON news-000936 11 5 believe believe VERB news-000936 11 6 san san PROPN news-000936 11 7 diego diego PROPN news-000936 11 8 utilities utility NOUN news-000936 11 9 enjoyed enjoy VERB news-000936 11 10 smoother smooth ADJ news-000936 11 11 cash cash NOUN news-000936 11 12 flow flow NOUN news-000936 11 13 than than ADP news-000936 11 14 those those PRON news-000936 11 15 in in ADP news-000936 11 16 minnesota minnesota PROPN news-000936 11 17 . . PUNCT news-000936 12 1 however however ADV news-000936 12 2 , , PUNCT news-000936 12 3 after after ADP news-000936 12 4 1997 1997 NUM news-000936 12 5 , , PUNCT news-000936 12 6 this this DET news-000936 12 7 weather weather NOUN news-000936 12 8 risk risk NOUN news-000936 12 9 - - PUNCT news-000936 12 10 driven drive VERB news-000936 12 11 advantage advantage NOUN news-000936 12 12 began begin VERB news-000936 12 13 to to PART news-000936 12 14 disappear disappear VERB news-000936 12 15 because because SCONJ news-000936 12 16 utilities utility NOUN news-000936 12 17 in in ADP news-000936 12 18 harsher harsh ADJ news-000936 12 19 climates climate NOUN news-000936 12 20 could could AUX news-000936 12 21 buy buy VERB news-000936 12 22 weather weather NOUN news-000936 12 23 derivatives derivative NOUN news-000936 12 24 to to ADP news-000936 12 25 financially financially ADV news-000936 12 26 hedge hedge VERB news-000936 12 27 weather weather NOUN news-000936 12 28 risk risk NOUN news-000936 12 29 . . PUNCT news-000936 12 30 ” " PUNCT news-000936 13 1 why why SCONJ news-000936 13 2 do do AUX news-000936 13 3 firm firm ADJ news-000936 13 4 values value NOUN news-000936 13 5 increase increase VERB news-000936 13 6 when when SCONJ news-000936 13 7 cash cash NOUN news-000936 13 8 flows flow NOUN news-000936 13 9 are be AUX news-000936 13 10 smoothened smoothen VERB news-000936 13 11 ? ? PUNCT news-000936 14 1 “ " PUNCT news-000936 14 2 it it PRON news-000936 14 3 is be AUX news-000936 14 4 partially partially ADV news-000936 14 5 explained explain VERB news-000936 14 6 by by ADP news-000936 14 7 investment investment NOUN news-000936 14 8 and and CCONJ news-000936 14 9 tax tax NOUN news-000936 14 10 benefits benefit NOUN news-000936 14 11 , , PUNCT news-000936 14 12 ” " PUNCT news-000936 14 13 yun yun PROPN news-000936 14 14 says say VERB news-000936 14 15 . . PUNCT news-000936 15 1 “ " PUNCT news-000936 15 2 banks bank NOUN news-000936 15 3 are be AUX news-000936 15 4 reluctant reluctant ADJ news-000936 15 5 to to PART news-000936 15 6 lend lend VERB news-000936 15 7 when when SCONJ news-000936 15 8 a a DET news-000936 15 9 company company NOUN news-000936 15 10 ’s ’s PART news-000936 15 11 cash cash NOUN news-000936 15 12 flow flow NOUN news-000936 15 13 is be AUX news-000936 15 14 low low ADJ news-000936 15 15 ; ; PUNCT news-000936 15 16 hence hence ADV news-000936 15 17 , , PUNCT news-000936 15 18 companies company NOUN news-000936 15 19 may may AUX news-000936 15 20 be be AUX news-000936 15 21 forced force VERB news-000936 15 22 to to PART news-000936 15 23 pass pass VERB news-000936 15 24 up up ADP news-000936 15 25 valuable valuable ADJ news-000936 15 26 investment investment NOUN news-000936 15 27 projects project NOUN news-000936 15 28 during during ADP news-000936 15 29 those those DET news-000936 15 30 times time NOUN news-000936 15 31 . . PUNCT news-000936 16 1 also also ADV news-000936 16 2 , , PUNCT news-000936 16 3 by by ADP news-000936 16 4 borrowing borrow VERB news-000936 16 5 debt debt NOUN news-000936 16 6 , , PUNCT news-000936 16 7 there there PRON news-000936 16 8 is be VERB news-000936 16 9 an an DET news-000936 16 10 added add VERB news-000936 16 11 benefit benefit NOUN news-000936 16 12 of of ADP news-000936 16 13 tax tax NOUN news-000936 16 14 exemption exemption NOUN news-000936 16 15 for for ADP news-000936 16 16 the the DET news-000936 16 17 interest interest NOUN news-000936 16 18 payments payment NOUN news-000936 16 19 . . PUNCT news-000936 16 20 ” " PUNCT news-000936 16 21 yun yun PROPN news-000936 16 22 , , PUNCT news-000936 16 23 who who PRON news-000936 16 24 teaches teach VERB news-000936 16 25 corporate corporate ADJ news-000936 16 26 governance governance NOUN news-000936 16 27 , , PUNCT news-000936 16 28 also also ADV news-000936 16 29 is be AUX news-000936 16 30 an an DET news-000936 16 31 expert expert NOUN news-000936 16 32 in in ADP news-000936 16 33 corporate corporate ADJ news-000936 16 34 finance finance NOUN news-000936 16 35 , , PUNCT news-000936 16 36 law law NOUN news-000936 16 37 and and CCONJ news-000936 16 38 economics economic NOUN news-000936 16 39 , , PUNCT news-000936 16 40 bankruptcy bankruptcy NOUN news-000936 16 41 and and CCONJ news-000936 16 42 contract contract NOUN news-000936 16 43 theory theory NOUN news-000936 16 44 . . PUNCT news-000936 17 1 contact contact NOUN news-000936 17 2 : : PUNCT news-000936 17 3 hayong hayong PROPN news-000936 17 4 yun yun PROPN news-000936 17 5 , , PUNCT news-000936 17 6 574 574 NUM news-000936 17 7 - - PUNCT news-000936 17 8 631 631 NUM news-000936 17 9 - - SYM news-000936 17 10 9322 9322 NUM news-000936 17 11 , , PUNCT news-000936 17 12 hyun@nd.edu hyun@nd.edu PROPN news-000936 17 13 posted post VERB news-000936 17 14 in in ADP news-000936 17 15 : : PUNCT news-000936 17 16 research research NOUN news-000936 17 17 home home NOUN news-000936 17 18 experts expert NOUN news-000936 17 19 nd nd PROPN news-000936 17 20 in in ADP news-000936 17 21 the the DET news-000936 17 22 news news NOUN news-000936 17 23 subscribe subscribe NOUN news-000936 17 24 about about ADP news-000936 17 25 us we PRON news-000936 17 26 related related ADJ news-000936 17 27 october october PROPN news-000936 17 28 05 05 NUM news-000936 17 29 , , PUNCT news-000936 17 30 2022 2022 NUM news-000936 17 31 astrophysicists astrophysicist NOUN news-000936 17 32 find find VERB news-000936 17 33 evidence evidence NOUN news-000936 17 34 for for ADP news-000936 17 35 the the DET news-000936 17 36 presence presence NOUN news-000936 17 37 of of ADP news-000936 17 38 the the DET news-000936 17 39 first first ADJ news-000936 17 40 stars star NOUN news-000936 17 41 october october PROPN news-000936 17 42 04 04 NUM news-000936 17 43 , , PUNCT news-000936 17 44 2022 2022 NUM news-000936 17 45 nih nih PROPN news-000936 17 46 awards awards PROPN news-000936 17 47 $ $ SYM news-000936 17 48 4 4 NUM news-000936 17 49 million million NUM news-000936 17 50 grant grant NOUN news-000936 17 51 to to ADP news-000936 17 52 psychologists psychologist NOUN news-000936 17 53 researching research VERB news-000936 17 54 suicide suicide NOUN news-000936 17 55 prevention prevention NOUN news-000936 17 56 september september PROPN news-000936 17 57 29 29 NUM news-000936 17 58 , , PUNCT news-000936 17 59 2022 2022 NUM news-000936 17 60 notre notre PROPN news-000936 17 61 dame dame NOUN news-000936 17 62 , , PUNCT news-000936 17 63 ukrainian ukrainian PROPN news-000936 17 64 catholic catholic PROPN news-000936 17 65 university university PROPN news-000936 17 66 launch launch VERB news-000936 17 67 three three NUM news-000936 17 68 new new ADJ news-000936 17 69 research research NOUN news-000936 17 70 grants grant NOUN news-000936 17 71 september september PROPN news-000936 17 72 27 27 NUM news-000936 17 73 , , PUNCT news-000936 17 74 2022 2022 NUM news-000936 17 75 notre notre PROPN news-000936 17 76 dame dame NOUN news-000936 17 77 , , PUNCT news-000936 17 78 trinity trinity PROPN news-000936 17 79 college college PROPN news-000936 17 80 dublin dublin PROPN news-000936 17 81 engineers engineer NOUN news-000936 17 82 join join VERB news-000936 17 83 to to PART news-000936 17 84 advance advance VERB news-000936 17 85 novel novel NOUN news-000936 17 86 treatment treatment NOUN news-000936 17 87 for for ADP news-000936 17 88 cystic cystic ADJ news-000936 17 89 fibrosis fibrosis NOUN news-000936 17 90 september september PROPN news-000936 17 91 22 22 NUM news-000936 17 92 , , PUNCT news-000936 17 93 2022 2022 NUM news-000936 17 94 climate climate NOUN news-000936 17 95 - - PUNCT news-000936 17 96 prepared prepare VERB news-000936 17 97 countries country NOUN news-000936 17 98 are be AUX news-000936 17 99 losing lose VERB news-000936 17 100 ground ground NOUN news-000936 17 101 , , PUNCT news-000936 17 102 latest late ADJ news-000936 17 103 nd nd PROPN news-000936 17 104 - - PUNCT news-000936 17 105 gain gain NOUN news-000936 17 106 index index NOUN news-000936 17 107 shows show NOUN news-000936 17 108 for for ADP news-000936 17 109 the the DET news-000936 17 110 media medium NOUN news-000936 17 111 contact contact NOUN news-000936 17 112 office office NOUN news-000936 17 113 of of ADP news-000936 17 114 public public ADJ news-000936 17 115 affairs affair NOUN news-000936 17 116 and and CCONJ news-000936 17 117 communications communication NOUN news-000936 17 118 notre notre PROPN news-000936 17 119 dame dame PROPN news-000936 17 120 news news NOUN news-000936 17 121 500 500 NUM news-000936 17 122 grace grace NOUN news-000936 17 123 hall hall PROPN news-000936 17 124 notre notre PROPN news-000936 17 125 dame dame NOUN news-000936 17 126 , , PUNCT news-000936 17 127 in in ADP news-000936 17 128 46556 46556 NUM news-000936 17 129 usa usa PROPN news-000936 17 130 facebook facebook PROPN news-000936 17 131 twitter twitter PROPN news-000936 17 132 instagram instagram PROPN news-000936 17 133 youtube youtube PROPN news-000936 17 134 pinterest pinterest PROPN news-000936 17 135 © © NUM news-000936 17 136 2022 2022 NUM news-000936 17 137 university university PROPN news-000936 17 138 of of ADP news-000936 17 139 notre notre PROPN news-000936 17 140 dame dame PROPN news-000936 17 141 search search NOUN news-000936 17 142 mobile mobile ADJ news-000936 17 143 app app NOUN news-000936 17 144 news news NOUN news-000936 17 145 events event NOUN news-000936 17 146 visit visit VERB news-000936 17 147 accessibility accessibility NOUN news-000936 17 148 facebook facebook PROPN news-000936 17 149 twitter twitter PROPN news-000936 17 150 instagram instagram PROPN news-000936 17 151 youtube youtube PROPN news-000936 17 152 linkedin linkedin VERB