id sid tid token lemma pos dn39x062c1p 1 1 financial financial ADJ dn39x062c1p 1 2 deepening deepening NOUN dn39x062c1p 1 3 has have AUX dn39x062c1p 1 4 long long ADV dn39x062c1p 1 5 been be AUX dn39x062c1p 1 6 hailed hail VERB dn39x062c1p 1 7 as as ADP dn39x062c1p 1 8 an an DET dn39x062c1p 1 9 elixir elixir NOUN dn39x062c1p 1 10 for for ADP dn39x062c1p 1 11 poverty poverty NOUN dn39x062c1p 1 12 reduction reduction NOUN dn39x062c1p 1 13 and and CCONJ dn39x062c1p 1 14 economic economic ADJ dn39x062c1p 1 15 growth growth NOUN dn39x062c1p 1 16 in in ADP dn39x062c1p 1 17 the the DET dn39x062c1p 1 18 developing develop VERB dn39x062c1p 1 19 world world NOUN dn39x062c1p 1 20 . . PUNCT dn39x062c1p 2 1 yet yet ADV dn39x062c1p 2 2 , , PUNCT dn39x062c1p 2 3 owing owe VERB dn39x062c1p 2 4 to to ADP dn39x062c1p 2 5 a a DET dn39x062c1p 2 6 range range NOUN dn39x062c1p 2 7 of of ADP dn39x062c1p 2 8 individual individual ADJ dn39x062c1p 2 9 - - PUNCT dn39x062c1p 2 10 level level NOUN dn39x062c1p 2 11 constraints constraint NOUN dn39x062c1p 2 12 and and CCONJ dn39x062c1p 2 13 market market NOUN dn39x062c1p 2 14 inefficiencies inefficiency NOUN dn39x062c1p 2 15 , , PUNCT dn39x062c1p 2 16 the the DET dn39x062c1p 2 17 full full ADJ dn39x062c1p 2 18 potential potential NOUN dn39x062c1p 2 19 of of ADP dn39x062c1p 2 20 available available ADJ dn39x062c1p 2 21 financial financial ADJ dn39x062c1p 2 22 instruments instrument NOUN dn39x062c1p 2 23 to to PART dn39x062c1p 2 24 safeguard safeguard VERB dn39x062c1p 2 25 wealth wealth NOUN dn39x062c1p 2 26 and and CCONJ dn39x062c1p 2 27 insure insure VERB dn39x062c1p 2 28 against against ADP dn39x062c1p 2 29 economic economic ADJ dn39x062c1p 2 30 shocks shock NOUN dn39x062c1p 2 31 for for ADP dn39x062c1p 2 32 most most ADJ dn39x062c1p 2 33 individuals individual NOUN dn39x062c1p 2 34 in in ADP dn39x062c1p 2 35 these these DET dn39x062c1p 2 36 geographies geography NOUN dn39x062c1p 2 37 has have AUX dn39x062c1p 2 38 not not PART dn39x062c1p 2 39 materialized materialize VERB dn39x062c1p 2 40 . . PUNCT dn39x062c1p 3 1 my my PRON dn39x062c1p 3 2 thesis thesis NOUN dn39x062c1p 3 3 will will AUX dn39x062c1p 3 4 consider consider VERB dn39x062c1p 3 5 the the DET dn39x062c1p 3 6 problem problem NOUN dn39x062c1p 3 7 of of ADP dn39x062c1p 3 8 low low ADJ dn39x062c1p 3 9 financial financial ADJ dn39x062c1p 3 10 market market NOUN dn39x062c1p 3 11 participation participation NOUN dn39x062c1p 3 12 in in ADP dn39x062c1p 3 13 kenya kenya PROPN dn39x062c1p 3 14 , , PUNCT dn39x062c1p 3 15 where where SCONJ dn39x062c1p 3 16 a a DET dn39x062c1p 3 17 paltry paltry ADJ dn39x062c1p 3 18 5 5 NUM dn39x062c1p 3 19 % % NOUN dn39x062c1p 3 20 of of ADP dn39x062c1p 3 21 residents resident NOUN dn39x062c1p 3 22 transact transact NOUN dn39x062c1p 3 23 in in ADP dn39x062c1p 3 24 the the DET dn39x062c1p 3 25 country country NOUN dn39x062c1p 3 26 's 's PART dn39x062c1p 3 27 bourse bourse NOUN dn39x062c1p 3 28 . . PUNCT dn39x062c1p 4 1 after after ADP dn39x062c1p 4 2 reviewing review VERB dn39x062c1p 4 3 literature literature NOUN dn39x062c1p 4 4 that that PRON dn39x062c1p 4 5 broadly broadly ADV dn39x062c1p 4 6 establishes establish VERB dn39x062c1p 4 7 four four NUM dn39x062c1p 4 8 factors factor NOUN dn39x062c1p 4 9 ( ( PUNCT dn39x062c1p 4 10 low low ADJ dn39x062c1p 4 11 levels level NOUN dn39x062c1p 4 12 of of ADP dn39x062c1p 4 13 financial financial ADJ dn39x062c1p 4 14 literacy literacy NOUN dn39x062c1p 4 15 , , PUNCT dn39x062c1p 4 16 capital capital NOUN dn39x062c1p 4 17 constraints constraint NOUN dn39x062c1p 4 18 , , PUNCT dn39x062c1p 4 19 risk risk NOUN dn39x062c1p 4 20 averseness averseness NOUN dn39x062c1p 4 21 , , PUNCT dn39x062c1p 4 22 and and CCONJ dn39x062c1p 4 23 the the DET dn39x062c1p 4 24 lengthy lengthy ADJ dn39x062c1p 4 25 process process NOUN dn39x062c1p 4 26 of of ADP dn39x062c1p 4 27 setting set VERB dn39x062c1p 4 28 up up ADP dn39x062c1p 4 29 a a DET dn39x062c1p 4 30 central central ADJ dn39x062c1p 4 31 depository depository NOUN dn39x062c1p 4 32 system system NOUN dn39x062c1p 4 33 ( ( PUNCT dn39x062c1p 4 34 cds cds PROPN dn39x062c1p 4 35 ) ) PUNCT dn39x062c1p 4 36 account account NOUN dn39x062c1p 4 37 ) ) PUNCT dn39x062c1p 4 38 as as ADP dn39x062c1p 4 39 exhaustive exhaustive ADJ dn39x062c1p 4 40 culprits culprit NOUN dn39x062c1p 4 41 for for ADP dn39x062c1p 4 42 low low ADJ dn39x062c1p 4 43 financial financial ADJ dn39x062c1p 4 44 market market NOUN dn39x062c1p 4 45 participation participation NOUN dn39x062c1p 4 46 in in ADP dn39x062c1p 4 47 the the DET dn39x062c1p 4 48 country country NOUN dn39x062c1p 4 49 , , PUNCT dn39x062c1p 4 50 this this DET dn39x062c1p 4 51 thesis thesis NOUN dn39x062c1p 4 52 will will AUX dn39x062c1p 4 53 quantitatively quantitatively ADV dn39x062c1p 4 54 analyze analyze VERB dn39x062c1p 4 55 responses response NOUN dn39x062c1p 4 56 to to ADP dn39x062c1p 4 57 online online ADJ dn39x062c1p 4 58 survey survey NOUN dn39x062c1p 4 59 instruments instrument NOUN dn39x062c1p 4 60 administered administer VERB dn39x062c1p 4 61 to to ADP dn39x062c1p 4 62 carefully carefully ADV dn39x062c1p 4 63 curated curate VERB dn39x062c1p 4 64 pools pool NOUN dn39x062c1p 4 65 of of ADP dn39x062c1p 4 66 nairobi nairobi PROPN dn39x062c1p 4 67 securities securities PROPN dn39x062c1p 4 68 exchange exchange PROPN dn39x062c1p 4 69 ( ( PUNCT dn39x062c1p 4 70 nse nse NOUN dn39x062c1p 4 71 ) ) PUNCT dn39x062c1p 4 72 participants participant NOUN dn39x062c1p 4 73 and and CCONJ dn39x062c1p 4 74 non non NOUN dn39x062c1p 4 75 - - NOUN dn39x062c1p 4 76 participants participant NOUN dn39x062c1p 4 77 to to PART dn39x062c1p 4 78 determine determine VERB dn39x062c1p 4 79 the the DET dn39x062c1p 4 80 relative relative ADJ dn39x062c1p 4 81 weighting weighting NOUN dn39x062c1p 4 82 of of ADP dn39x062c1p 4 83 these these DET dn39x062c1p 4 84 factors factor NOUN dn39x062c1p 4 85 within within ADP dn39x062c1p 4 86 the the DET dn39x062c1p 4 87 target target NOUN dn39x062c1p 4 88 demographic demographic ADJ dn39x062c1p 4 89 for for ADP dn39x062c1p 4 90 the the DET dn39x062c1p 4 91 proposed propose VERB dn39x062c1p 4 92 intervention intervention NOUN dn39x062c1p 4 93 . . PUNCT dn39x062c1p 5 1 insights insight NOUN dn39x062c1p 5 2 from from ADP dn39x062c1p 5 3 face face NOUN dn39x062c1p 5 4 - - PUNCT dn39x062c1p 5 5 to to ADP dn39x062c1p 5 6 - - PUNCT dn39x062c1p 5 7 face face NOUN dn39x062c1p 5 8 interviews interview NOUN dn39x062c1p 5 9 with with ADP dn39x062c1p 5 10 25 25 NUM dn39x062c1p 5 11 survey survey NOUN dn39x062c1p 5 12 respondents respondent NOUN dn39x062c1p 5 13 were be AUX dn39x062c1p 5 14 used use VERB dn39x062c1p 5 15 to to PART dn39x062c1p 5 16 garner garner VERB dn39x062c1p 5 17 additional additional ADJ dn39x062c1p 5 18 qualitative qualitative ADJ dn39x062c1p 5 19 insights insight NOUN dn39x062c1p 5 20 on on ADP dn39x062c1p 5 21 barriers barrier NOUN dn39x062c1p 5 22 to to PART dn39x062c1p 5 23 nse nse VERB dn39x062c1p 5 24 participation participation NOUN dn39x062c1p 5 25 and and CCONJ dn39x062c1p 5 26 the the DET dn39x062c1p 5 27 extent extent NOUN dn39x062c1p 5 28 to to PART dn39x062c1p 5 29 which which PRON dn39x062c1p 5 30 mobile mobile ADJ dn39x062c1p 5 31 technology technology NOUN dn39x062c1p 5 32 and and CCONJ dn39x062c1p 5 33 trading trading NOUN dn39x062c1p 5 34 policy policy NOUN dn39x062c1p 5 35 changes change NOUN dn39x062c1p 5 36 could could AUX dn39x062c1p 5 37 make make VERB dn39x062c1p 5 38 the the DET dn39x062c1p 5 39 nse nse NOUN dn39x062c1p 5 40 more more ADV dn39x062c1p 5 41 accessible accessible ADJ dn39x062c1p 5 42 to to ADP dn39x062c1p 5 43 kenyans kenyan NOUN dn39x062c1p 5 44 . . PUNCT dn39x062c1p 6 1 the the DET dn39x062c1p 6 2 exercise exercise NOUN dn39x062c1p 6 3 revealed reveal VERB dn39x062c1p 6 4 that that SCONJ dn39x062c1p 6 5 , , PUNCT dn39x062c1p 6 6 for for ADP dn39x062c1p 6 7 the the DET dn39x062c1p 6 8 target target NOUN dn39x062c1p 6 9 demographic demographic NOUN dn39x062c1p 6 10 , , PUNCT dn39x062c1p 6 11 mitigating mitigate VERB dn39x062c1p 6 12 the the DET dn39x062c1p 6 13 lengthy lengthy ADJ dn39x062c1p 6 14 process process NOUN dn39x062c1p 6 15 of of ADP dn39x062c1p 6 16 opening open VERB dn39x062c1p 6 17 a a DET dn39x062c1p 6 18 cds cd NOUN dn39x062c1p 6 19 account account NOUN dn39x062c1p 6 20 and and CCONJ dn39x062c1p 6 21 offering offer VERB dn39x062c1p 6 22 exposure exposure NOUN dn39x062c1p 6 23 to to ADP dn39x062c1p 6 24 low low ADJ dn39x062c1p 6 25 - - PUNCT dn39x062c1p 6 26 risk risk NOUN dn39x062c1p 6 27 , , PUNCT dn39x062c1p 6 28 inexpensive inexpensive ADJ dn39x062c1p 6 29 instruments instrument NOUN dn39x062c1p 6 30 are be AUX dn39x062c1p 6 31 promising promise VERB dn39x062c1p 6 32 channels channel NOUN dn39x062c1p 6 33 to to PART dn39x062c1p 6 34 improve improve VERB dn39x062c1p 6 35 financial financial ADJ dn39x062c1p 6 36 market market NOUN dn39x062c1p 6 37 participation participation NOUN dn39x062c1p 6 38 – – PUNCT dn39x062c1p 6 39 more more ADV dn39x062c1p 6 40 so so ADV dn39x062c1p 6 41 than than ADP dn39x062c1p 6 42 improving improve VERB dn39x062c1p 6 43 general general ADJ dn39x062c1p 6 44 familiarity familiarity NOUN dn39x062c1p 6 45 with with ADP dn39x062c1p 6 46 listed list VERB dn39x062c1p 6 47 securities security NOUN dn39x062c1p 6 48 at at ADP dn39x062c1p 6 49 the the DET dn39x062c1p 6 50 nse nse NOUN dn39x062c1p 6 51 . . PUNCT