From: Digital financial services adoption: a retrospective time-to-event analysis approach
Variable | Sample | Median Adoption time | Year 1 Adoption | Year 2 Adoption | Year 4 Adoption | Year 6 Adoption | Year 8 Adoption | Year 10 Adoption | Year 12 Adoption |
---|---|---|---|---|---|---|---|---|---|
All | 100 | 7.035633 | 0.2161 | 0.2767 | 0.3734 | 0.4273 | 0.5536 | 0.6104 | 0.6419 |
Urban | 36.8 | 4.445619 | 0.3489 | 0.4366 | 0.5891 | 0.7372 | 0.8323 | 0.8912 | 0.9253 |
Rural | 63.2 | 8.543091 | 0.1388 | 0.1837 | 0.2478 | 0.3182 | 0.3913 | 0.4468 | 0.4758 |
Male | 45.3 | 6.55762 | 0.2586 | 0.3162 | 0.4203 | 0.5246 | 0.6020 | 0.6462 | 0.6719 |
Female | 54.7 | 7.43212 | 0.1809 | 0.2439 | 0.3344 | 0.4290 | 0.5135 | 0.5807 | 0.6169 |
29–36 | 23.9 | 7.095349 | 0.1884 | 0.2558 | 0.3465 | 0.4558 | 0.5674 | 0.6372 | 0.6806 |
36–65 | 62.3 | 6.589993 | 0.2451 | 0.3075 | 0.4162 | 0.5205 | 0.5964 | 0.6500 | 0.6802 |
66 +  | 13.8 | 8.951803 | 0.1331 | 0.1734 | 0.2259 | 0.2826 | 0.3353 | 0.3839 | 0.4001 |
Primary or less | 38.3 | 9.29026 | 0.1030 | 0.1379 | 0.1858 | 0.2498 | 0.3007 | 0.3646 | 0.3979 |
Secondary Education | 49.2 | 6.262751 | 0.2316 | 0.3028 | 0.4249 | 0.5447 | 0.6568 | 0.7168 | 0.7526 |
Tertiary | 12.5 | 3.190266 | 0.5000 | 0.5973 | 0.7434 | 0.8673 | 0.9204 | 0.9425 | 0.9513 |
 < 200 | 65.8 | 7.477423 | 0.1816 | 0.2449 | 0.3277 | 0.4284 | 0.5097 | 0.5757 | 0.6093 |
201–500 | 12.6 | 5.096916 | 0.3568 | 0.4053 | 0.5374 | 0.6784 | 0.7621 | 0.7930 | 0.8060 |
501 +  | 21.6 | 6.822622 | 0.2391 | 0.2982 | 0.4165 | 0.4859 | 0.5656 | 0.6093 | 0.6451 |
Formally Employed in Private or Government | 19.2 | 4.062069 | 0.4000 | 0.4793 | 0.6690 | 0.7793 | 0.8448 | 0.9000 | 0.9103 |
Informally Employed in Private or Government | 7.2 | 6.747626 | 0.2661 | 0.2844 | 0.3853 | 0.4684 | 0.5990 | 0.6736 | 0.7300 |
Unemployed/Student/Stay at Home | 43.4 | 8.167085 | 0.1631 | 0.2104 | 0.2759 | 0.3569 | 0.4363 | 0.4791 | 0.5066 |
Self-Employed Formally | 2.7 | 4.756098 | 0.3659 | 0.4634 | 0.5610 | 0.7317 | 0.7805 | 0.8049 | 0.8049 |
Self-Employed Informally | 27.5 | 6.129496 | 0.2254 | 0.3118 | 0.4341 | 0.5659 | 0.6619 | 0.7386 | 0.7667 |
Time to the nearest mobile money outlet/agent | |||||||||
 Less than 30 min | 36.1 | 4.835131 | 0.3405 | 0.4222 | 0.5609 | 0.6872 | 0.7889 | 0.8413 | 0.8766 |
 Between 30 and 60 min | 14.8 | 7.02658 | 0.1798 | 0.2697 | 0.3785 | 0.4952 | 0.5555 | 0.6271 | 0.6497 |
 More than 60 min/no infrastructure | 49.1 | 8.654185 | 0.1357 | 0.1719 | 0.2342 | 0.3077 | 0.3802 | 0.4357 | 0.4662 |
Financial planning | |||||||||
 Plan or Budget accurately | 36.9 | 6.049624 | 0.2556 | 0.3368 | 0.4571 | 0.5774 | 0.6662 | 0.7143 | 0.7412 |
 Niether plan/budget accurate nor inaccurate | 17.7 | 6.912708 | 0.1975 | 0.2665 | 0.3824 | 0.5080 | 0.5774 | 0.6152 | 0.6560 |
 Plan or Budget inaccurately | 29.1 | 7.143626 | 0.2309 | 0.2824 | 0.3665 | 0.4469 | 0.5292 | 0.6076 | 0.6361 |
 Do not plan/budget | 16.2 | 9.222603 | 0.1199 | 0.1404 | 0.1849 | 0.2397 | 0.3151 | 0.3733 | 0.4106 |
Banked | 50.8 | 4.802195 | 0.3435 | 0.4300 | 0.5722 | 0.6970 | 0.7805 | 0.8419 | 0.8701 |
Unbanked | 49.2 | 9.339534 | 0.0847 | 0.1185 | 0.1682 | 0.2405 | 0.3196 | 0.3716 | 0.4064 |
Sample | 1800 | 1800 | 1800 | 1800 | 1800 | 1800 | 1800 | 1800 | 1800 |