Introduction
Methods
Data sources
Statistical analyses
Results
DHS population
Sociodemographic characteristics | All No. (%) | Men No. (%) | Women No. (%) |
---|---|---|---|
Sex | |||
Men | 4458 (30.9) | – | – |
Women | 9985 (69.1) | – | – |
Age group | |||
15–19 | 2734 (18.9) | 880 (19.7) | 1854 (18.6) |
20–24 | 2485 (17.2) | 769 (17.3) | 1716 (17.2) |
25–29 | 2100 (14.5) | 609 (13.7) | 1491 (14.9) |
30–34 | 1769 (12.3) | 512 (11.5) | 1257 (12.6) |
35–39 | 1589 (11.0) | 451 (10.1) | 1138 (11.4) |
40–44 | 1341 (9.3) | 400 (9.0) | 941 (9.4) |
45–49 | 1056 (7.3) | 308 (6.9) | 748 (7.5) |
50–64 | 1369 (9.5) | 529 (11.9) | 840 (8.4) |
Education level | |||
No education | 1213 (8.4) | 491 (11.0) | 722 (7.2) |
Primary | 3470 (24.0) | 1172 (26.3) | 2298 (23.0) |
Secondary | 8688 (60.2) | 2466 (55.3) | 6222 (62.3) |
Higher | 1072 (7.4) | 329 (7.4) | 743 (7.4) |
Wealth quintile | |||
Lowest | 2301 (15.9) | 668 (15.0) | 1633 (16.4) |
Second | 2678 (18.5) | 861 (19.3) | 1817 (18.2) |
Middle | 3048 (21.1) | 1003 (22.5) | 2045 (20.5) |
Fourth | 3381 (23.4) | 1036 (23.2) | 2345 (23.5) |
Highest | 3035 (21.0) | 890 (20.0) | 2145 (21.5) |
Residence type | |||
Urban | 7351 (50.9) | 2210 (49.6) | 5141 (51.5) |
Rural | 7092 (49.1) | 2248 (50.4) | 4844 (48.5) |
Marital status | |||
Never married | 7947 (55.0) | 2628 (59.0) | 5319 (53.3) |
Currently married | 3093 (21.4) | 974 (21.9) | 2119 (21.2) |
Living with partner | 2347 (16.3) | 678 (15.2) | 1669 (16.7) |
Formerly/ever married | 1056 (7.3) | 178 (4.0) | 878 (8.8) |
Occupation | |||
Professional | 5092 (35.3) | 1267 (28.4) | 3825 (38.3) |
Agricultural | 644 (4.5) | 442 (9.9) | 202 (2.0) |
Manual | 1435 (9.9) | 1063 (23.8) | 372 (3.7) |
Unemployed | 7272 (50.4) | 1686 (37.8) | 5586 (55.9) |
Total | 14,443 (100.0) | 4458 (100.0) | 9985 (100.0) |
Health insurance coverage
Sociodemographic characteristics | Health Insurance Coverage No. (%) | ||
---|---|---|---|
No | Yes |
p
| |
Sex | |||
Men | 3556 (79.8) | 902 (20.2) | < 0.001 |
Women | 8365 (83.8) | 1620 (16.2) | |
Age group | |||
15–19 | 2462 (90.1) | 272 (10.0) | < 0.001 |
20–24 | 2220 (89.3) | 265 (10.7) | |
25–29 | 1810 (86.2) | 290 (13.8) | |
30–34 | 1421 (80.3) | 348 (19.7) | |
35–39 | 1254 (78.9) | 335 (21.1) | |
40–44 | 988 (73.7) | 353 (26.3) | |
45–49 | 731 (69.2) | 325 (30.8) | |
50–64 | 1035 (75.6) | 334 (24.4) | |
Education level | |||
No education | 1165 (96.0) | 48 (4.0) | < 0.001 |
Primary | 3257 (93.9) | 213 (6.1) | |
Secondary | 7140 (82.2) | 1548 (17.8) | |
Higher | 359 (33.5) | 713 (66.5) | |
Wealth quintile | |||
Lowest | 2265 (98.4) | 36 (1.6) | < 0.001 |
Second | 2559 (95.6) | 119 (4.4) | |
Middle | 2767 (90.8) | 281 (9.2) | |
Fourth | 2749 (81.3) | 632 (18.7) | |
Highest | 1581 (52.1) | 1454 (47.9) | |
Residence type | |||
Urban | 5463 (74.3) | 1888 (25.7) | < 0.001 |
Rural | 6458 (91.1) | 634 (8.9) | |
Marital status | |||
Never married | 6988 (87.9) | 959 (12.1) | < 0.001 |
Currently married | 1956 (63.2) | 1137 (36.8) | |
Living with partner | 2084 (88.8) | 263 (11.2) | |
Formerly/ever married | 893 (84.6) | 163 (15.4) | |
Occupation | |||
Professional | 3523 (69.2) | 1569 (30.8) | < 0.001 |
Agricultural | 537 (83.4) | 107 (16.6) | |
Manual | 1123 (78.3) | 312 (21.7) | |
Unemployed | 6738 (92.7) | 534 (7.3) | |
Total | 11,921 (82.5) | 2522 (17.5) |
Association between health insurance and health service utilisation
Sociodemographic characteristics | Sought Outpatient care No. (%) | Sought Inpatient care No. (%) | ||||
---|---|---|---|---|---|---|
No | Yes |
p
| No | Yes |
p
| |
Health insurance | ||||||
No | 10,916 (91.6) | 1005 (8.4) | < 0.001 | 11,440 (96.0) | 481 (4.0) | < 0.001 |
Yes | 2172 (86.1) | 350 (13.9) | 2378 (94.3) | 144 (5.7) | ||
Sex | ||||||
Men | 4119 (92.4) | 339 (7.6) | < 0.001 | 4343 (97.4) | 115 (2.6) | < 0.001 |
Women | 8969 (89.8) | 1016 (10.2) | 9475 (94.9) | 510 (5.1) | ||
Age group | ||||||
15–19 | 2616 (95.7) | 118 (4.3) | < 0.001 | 2670 (97.7) | 64 (2.3) | < 0.001 |
20–24 | 2338 (94.1) | 147 (5.9) | 2393 (96.3) | 92 (3.7) | ||
25–29 | 1913 (91.1) | 187 (8.9) | 1985 (94.5) | 115 (5.5) | ||
30–34 | 1579 (89.3) | 190 (10.7) | 1665 (94.1) | 104 (5.9) | ||
35–39 | 1424 (89.6) | 165 (10.4) | 1510 (95.0) | 79 (5.0) | ||
40–44 | 1178 (87.8) | 163 (12.2) | 1277 (95.2) | 64 (4.8) | ||
45–49 | 898 (85.0) | 158 (15.0) | 1011 (95.7) | 45 (4.3) | ||
50–64 | 1142 (83.4) | 227 (16.6) | 1307 (95.5) | 62 (4.5) | ||
Education level | ||||||
No education | 1111 (91.6) | 102 (8.4) | < 0.001 | 1180 (97.3) | 33 (2.7) | 0.014 |
Primary | 3133 (90.3) | 337 (9.7) | 3323 (95.8) | 147 (4.2) | ||
Secondary | 7916 (91.1) | 772 (8.9) | 8300 (95.5) | 388 (4.5) | ||
Higher | 928 (86.6) | 144 (13.4) | 1015 (94.7) | 57 (5.3) | ||
Wealth quintile | ||||||
Lowest | 2086 (90.7) | 215 (9.3) | < 0.001 | 2207 (95.9) | 94 (4.1) | 0.878 |
Second | 2446 (91.3) | 232 (8.7) | 2557 (95.5) | 121 (4.5) | ||
Middle | 2795 (91.7) | 253 (8.3) | 2919 (95.8) | 129 (4.2) | ||
Fourth | 3074 (90.9) | 307 (9.1) | 3227 (95.5) | 154 (4.6) | ||
Highest | 2687 (88.5) | 348 (11.5) | 2908 (95.8) | 127 (4.2) | ||
Residence type | ||||||
Urban | 6643 (90.4) | 708 (9.6) | 0.295 | 7012 (95.4) | 339 (4.6) | 0.087 |
Rural | 6445 (90.9) | 647 (9.1) | 6806 (96.0) | 286 (4.0) | ||
Marital status | ||||||
Never married | 7406 (93.2) | 541 (6.8) | < 0.001 | 7672 (96.5) | 275 (3.5) | < 0.001 |
Currently married | 2681 (86.7) | 412 (13.3) | 2931 (94.8) | 162 (5.2) | ||
Living with partner | 2129 (90.7) | 218 (9.3) | 2211 (94.2) | 136 (5.8) | ||
Formerly/ever married | 872 (82.6) | 184 (17.4) | 1004 (95.1) | 52 (4.9) | ||
Occupation | ||||||
Professional | 4500 (88.4) | 592 (11.6) | < 0.001 | 4841 (95.1) | 251 (4.9) | 0.047 |
Agricultural | 580 (90.1) | 64 (9.9) | 622 (96.6) | 22 (3.4) | ||
Manual | 1313 (91.5) | 122 (8.5) | 1382 (96.3) | 53 (3.7) | ||
Unemployed | 6695 (92.1) | 577 (7.9) | 6973 (95.9) | 299 (4.1) | ||
Total | 13,088 (90.6) | 1355 (9.4) | 13,818 (95.7) | 625 (4.3) |
Sociodemographic determinants of health insurance
Sociodemographic characteristics | Model 1 | Model 2 | Model 3 | |||
---|---|---|---|---|---|---|
RR (95% CI) |
p
| RR (95% CI) |
p
| RR (95% CI) |
p
| |
Sex | ||||||
Men | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Women | 0.80 (0.74–0.87) | < 0.001 | 0.79 (0.71–0.88) | < 0.001 | 0.83 (0.74–0.94) | 0.003 |
Age group | ||||||
15–19 | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
20–24 | 1.07 (0.91–1.27) | 0.421 | 0.99 (0.80–1.23) | 0.951 | 0.64 (0.54–0.75) | < 0.001 |
25–29 | 1.39 (1.18–1.64) | < 0.001 | 1.30 (1.00–1.68) | 0.049 | 0.70 (0.60–0.82) | < 0.001 |
30–34 | 1.98 (1.69–2.32) | < 0.001 | 1.80 (1.40–2.32) | < 0.001 | 0.83 (0.73–0.96) | 0.010 |
35–39 | 2.12 (1.81–2.49) | < 0.001 | 1.97 (1.45–2.68) | < 0.001 | 0.89 (0.75–1.06) | 0.200 |
40–44 | 2.65 (2.26–3.10) | < 0.001 | 2.28 (1.67–3.10) | < 0.001 | 0.98 (0.82–1.16) | 0.784 |
45–49 | 3.09 (2.63–3.63) | < 0.001 | 2.66 (1.98–3.57) | < 0.001 | 1.13 (0.93–1.38) | 0.233 |
50–64 | 2.45 (2.09–2.88) | < 0.001 | 2.35 (1.80–3.07) | < 0.001 | 1.08 (0.87–1.33) | 0.503 |
Education level | ||||||
No education | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Primary | 1.55 (1.13–2.12) | 0.006 | 1.53 (1.13–2.07) | 0.006 | 1.28 (0.99–1.66) | 0.060 |
Secondary | 4.50 (3.38–6.00) | < 0.001 | 3.44 (2.73–4.34) | < 0.001 | 2.35 (1.92–2.88) | < 0.001 |
Higher | 16.81 (12.55–22.51) | < 0.001 | 9.42 (6.14–14.47) | < 0.001 | 3.98 (3.11–5.10) | < 0.001 |
Wealth quintile | ||||||
Lowest | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Second | 2.84 (1.96–4.12) | < 0.001 | 2.89 (1.76–4.75) | < 0.001 | 2.52 (1.54–4.13) | < 0.001 |
Middle | 5.89 (4.17–8.34) | < 0.001 | 6.03 (4.07–8.95) | < 0.001 | 4.44 (2.90–6.82) | < 0.001 |
Fourth | 11.95 (8.54–16.72) | < 0.001 | 12.86 (8.97–18.43) | < 0.001 | 7.58 (5.05–11.39) | < 0.001 |
Highest | 30.62 (22.00–42.62) | < 0.001 | 30.86 (21.84–43.60) | < 0.001 | 13.47 (9.06–20.04) | < 0.001 |
Residence type | ||||||
Urban | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Rural | 0.35 (0.32–0.38) | < 0.001 | 0.42 (0.35–0.50) | < 0.001 | 1.03 (0.90–1.17) | 0.676 |
Marital status | ||||||
Never married | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Currently married | 3.05 (2.80–3.32) | < 0.001 | 2.67 (2.20–3.24) | < 0.001 | 1.68 (1.46–1.93) | < 0.001 |
Living with partner | 0.93 (0.81–1.06) | 0.287 | 1.06 (0.89–1.27) | 0.522 | 1.06 (0.94–1.19) | 0.354 |
Formerly/ever married | 1.28 (1.08–1.51) | 0.004 | 1.40 (1.24–1.58) | < 0.001 | 1.13 (1.04–1.24) | 0.005 |
Occupation | ||||||
Professional | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Agricultural | 0.54 (0.44–0.66) | < 0.001 | 0.79 (0.69–0.91) | 0.001 | 0.89 (0.76–1.05) | 0.168 |
Manual | 0.71 (0.63–0.80) | < 0.001 | 0.79 (0.70–0.90) | < 0.001 | 0.86 (0.78–0.95) | 0.003 |
Unemployed | 0.24 (0.22–0.26) | < 0.001 | 0.32 (0.23–0.44) | < 0.001 | 0.44 (0.35–0.55) | < 0.001 |