Background
Methods
Study area and design
Survey and participants
Data collection
Outcome variable: ITN use
Independent variables
Individual-level variables
Community-level variables
Ethics statement
Statistical analyses
Modelling approaches
Measures of variation (random effects)
Model fit testing
Results
Distribution of participants according to ITN use
Variable | Pregnant women n = 1634 | Nonpregnant women with children under 5 years n = 11,197 | Nonpregnant women without children under 5 years n = 3299 | ||||||
---|---|---|---|---|---|---|---|---|---|
n (%) No n = 883 | n (%) Yes n = 751 | p-valuea | n (%) No n = 5951 | n (%) Yes n = 5246 | p-valuea | n (%) No n = 2009 | n (%) Yes n = 1290 | p-valuea | |
Individual-level factors | |||||||||
Age (years) | 0.977 | < 0.001*** | 0.061 | ||||||
15–24 | 482 (54.3) | 405 (45.7) | 1799 (51.3) | 1709 (48.7) | 321 (65.1) | 172 (34.9) | |||
25–34 | 308 (53.7) | 266 (46.2) | 2538 (52.2) | 2326 (47.8) | 487 (63.5) | 280 (36.5) | |||
≥ 35 | 93 (53.8) | 80 (46.2) | 1614 (57.1) | 1211 (42.9) | 1201 (58.9) | 838 (41.1) | |||
Education | 0.001** | < 0.001*** | < 0.001*** | ||||||
No education | 100 (17.4) | 475 (82.6) | 952 (62.4) | 573 (37.6) | 405 (66.1) | 208 (33.9) | |||
Primary education | 599 (55.7) | 476 (44.3) | 4046 (54.9) | 3316 (45.1) | 1219 (63.1) | 713 (36.9) | |||
Secondary+ | 184 (42.2) | 252 (57.8) | 953 (41.3) | 1357 (58.7) | 385 (51.1) | 369 (48.9) | |||
Occupation | 0.643 | 0.064 | 0.038* | ||||||
Unemployed | 291 (55.0) | 238 (45.0) | 1656 (51.3) | 1574 (46.7) | 494 (64.8) | 268 (35.2) | |||
Employed | 592 (53.6) | 513 (46.4) | 4295 (53.9) | 3672 (46.1) | 1515 (59.7) | 1022 (40.3) | |||
Religion | 0.925 | 0.073 | 0.729 | ||||||
Catholic | 158 (50.8) | 153 (49.2) | 1067 (50.4) | 1051 (49.6) | 438 (60.2) | 290 (39.8) | |||
Protestant | 569 (54.3) | 478 (45.7) | 4000 (54.9) | 3280 (45.1) | 1370 (61.4) | 860 (38.6) | |||
Muslim and other | 156 (56.5) | 120 (43.5) | 884 (55.3) | 715 (44.7) | 201 (58.9) | 140 (41.1) | |||
Wealth | 0.005** | < 0.001*** | < 0.001*** | ||||||
Poor | 449 (59.1) | 311 (40.9) | 2782 (59.2) | 1916 (40.8) | 627 (67.8) | 298 (32.2) | |||
Middle | 153 (51.0) | 147 (49.0) | 1190 (52.8) | 1064 (47.2) | 402 (63.2) | 234 (36.8) | |||
Rich | 281 (49.0) | 293 (51.0) | 1979 (46.6) | 2266 (53.4) | 980 (56.4) | 758 (43.6) | |||
Region | 0.487 | 0.579 | 0.873 | ||||||
Northern | 117 (54.9) | 96 (45.1) | 731 (51.6) | 686 (48.4) | 231 (62.4) | 139 (37.6) | |||
Central | 399 (54.4) | 335 (45.6) | 2569 (53.9) | 2195 (46.1) | 888 (60.1) | 589 (39.9) | |||
Southern | 367 (54.3) | 320 (46.6) | 2651 (52.9) | 2365 (47.1) | 890 (60.9) | 572 (39.1) | |||
Residence | 0.056 | < 0.001*** | 0.016* | ||||||
Rural | 778 (55.4) | 626 (44.6) | 5195 (54.6) | 4325 (45.4) | 1628 (65.2) | 867 (34.8) | |||
Urban | 105 (45.7) | 125 (54.3) | 756 (45.1) | 920 (54.9) | 381 (54.1) | 323 (45.9) | |||
Altitude (m) | 0.863 | 0.922 | 0.168 | ||||||
< 1600 | 876 (54.0) | 745 (46.0) | 5916 (53.1) | 5215 (46.9) | 1994 (60.8) | 1285 (39.2) | |||
≥ 1600 | 7 (53.8) | 6 (46.2) | 35 (45.0) | 31 (47.0) | 15 (75.0) | 5 (15.0) | |||
Parity | < 0.001*** | < 0.001*** | 0.189 | ||||||
Primigravida | 275 (62.8) | 163 (37.2) | 61 (81.3) | 14 (18.7) | 282 (66.5) | 142 (33.5) | |||
Secundigravida | 168 (43.5) | 218 (56.5) | 1011 (49.6) | 1027 (50.4) | 193 (58.5) | 137 (41.5) | |||
Multigravida | 440 (54.3) | 370 (45.7) | 4879 (53.7) | 4205 (46.3) | 1535 (60.3) | 1011 (39.7) | |||
Children under 5 years in HH | 0.682 | 0.739 | – | ||||||
None | 350 (55.5) | 281 (44.5) | NA | NA | NA | NA | |||
One | 410 (53.5) | 356 (46.5) | 3602 (53.3) | 3155 (46.7) | NA | NA | |||
≥ 2 | 123 (52.0) | 114 (48.0) | 2349 (52.9) | 2091 47.1) | NA | NA | |||
Number of HH members | 0.011* | < 0.001*** | 0.049* | ||||||
< 5 | 505 (50.8) | 489 (49.2) | 1888 (47.7) | 2072 (52.3) | 943 (58.5) | 670 (41.5) | |||
≥ 5 | 378 (59.1) | 262 (40.9) | 4063 (56.1) | 3174 (43.9) | 1066 (63.2) | 620 (36.8) | |||
Number of ITNs in HH | < 0.001*** | < 0.001*** | < 0.001*** | ||||||
< 2 | 730 (64.8) | 397 (35.2) | 4835 (68.7) | 2202 (31.3) | 1689 (80.0) | 423 (20.0) | |||
≥ 2 | 153 (30.2) | 354 (69.8) | 1116 (26.8) | 3044 (73.2) | 320 (27.0) | 867 (73.0) | |||
IRS | 0.234 | 0.340 | 0.234 | ||||||
No | 832 (54.6) | 693 (45.4) | 5605 (53.3) | 4909 (46.7) | 1918 (61.2) | 1215 (38.8) | |||
Yes | 51 (46.8) | 58 (53.2) | 346 (50.7) | 336 (49.3) | 91 (54.8) | 75 (45.2) | |||
Media exposure | 0.013* | < 0.001*** | < 0.001*** | ||||||
No | 582 (57.2) | 435 (42.8) | 3946 (56.3) | 3063 (43.7) | 1241 (64.4) | 685 (35.6) | |||
Yes | 301 (48.8) | 316 (51.2) | 2005 (47.9) | 2183 (52.1) | 768 (55.9) | 605 (44.1) | |||
Distance to HF | 0.001** | 0.001** | <0.001** | ||||||
No problem | 330 (48.2) | 354 (51.8) | 2462 (50.7) | 2392 (49.3) | 856 (56.8) | 651 (43.2) | |||
Problem | 553 (58.2) | 397 (41.8) | 3489 (55.0) | 2854 (45.0) | 1153 (64.3) | 639 (35.7) | |||
Women’s autonomy in HC decisions | 0.791 | 0.088 | 0.468 | ||||||
Self | 133 (55.6) | 106 (44.4) | 1160 (55.1) | 944 (44.9) | 405 (61.4) | 255 (38.6) | |||
Husband alone | 305 (52.6) | 275 (47.4) | 1929 (54.0) | 1641 (46.0) | 600 (62.8) | 355 (37.2) | |||
With others | 445 (54.6) | 370 (45.4) | 2862 (51.8) | 2661 (48.2) | 1005 (59.6) | 680 (40.4) | |||
Health behaviour | 0.529 | < 0.001*** | 0.008** | ||||||
Poor | 115 (55.3) | 93 (44.7) | 788 (60.6) | 512 (39.4) | 225 (68.2) | 105 (31.8) | |||
Moderate | 441 (49.6) | 448 (50.4) | 3700 (53.9) | 3169 (46.1) | 1250 (61.7) | 777 (38.3) | |||
Good | 217 (50.8) | 210 (49.2) | 1463 (48.3) | 1564 (51.7) | 534 (56.7) | 408 (43.3) | |||
Community-level factors | |||||||||
Community employment | 0.034* | 0.170 | 0.316 | ||||||
Low | 279 (54.9) | 229 (45.1) | 1943 (52.4) | 1762 (47.6) | 548 (57.7) | 401 (42.3) | |||
Middle | 237 (48.2) | 255 (51.8) | 1721 (51.5) | 1619 (48.5) | 698 (62.5) | 418 (37.5) | |||
High | 367 (57.9) | 267 (42.1) | 2287 (55.1) | 1865 (44.9) | 763 (61.8) | 471 (38.2) | |||
Community education | 0.356 | 0.007** | 0.130 | ||||||
Low | 363 (56.5) | 279 (43.5) | 2287 (56.1) | 1793 (43.9) | 672 (62.3) | 407 (37.7) | |||
Middle | 303 (51.3) | 288 (48.7) | 2045 (53.0) | 1815 (47.0) | 763 (63.0) | 449 (37.0) | |||
High | 217 (54.1) | 184 (45.9) | 1619 (49.7) | 1638 (50.3) | 574 (51.8) | 434 (48.2) | |||
Community wealth | 0.014* | < 0.001*** | 0.088 | ||||||
Low | 389 (57.9) | 283 (42.1) | 2426 (56.2) | 1894 (43.8) | 695 (64.7) | 379 (35.3) | |||
Middle | 301 (55.2) | 244 (44.8) | 2141 (53.8) | 1837 (46.2) | 638 (60.7) | 413 (39.3) | |||
High | 193 (46.3) | 224 (53.7) | 1384 (47.7) | 1515 (52.3) | 676 (57.6) | 498 (42.4) | |||
Community distance to HF | 0.402 | 0.009** | 0.128 | ||||||
Low | 255 (54.0) | 217 (46.0) | 1367 (49.0) | 1424 (51.0) | 675 (60.9) | 434 (39.1) | |||
Middle | 315 (53.8) | 271 (46.2) | 2288 (53.8) | 1967 (46.2) | 798 (63.1) | 466 (36.9) | |||
High | 343 (56.6) | 263 (43.4) | 2296 (55.3) | 1854 (44.7) | 636 (62.0) | 390 (38.0) | |||
Community ITN coverage | < 0.001*** | < 0.001*** | < 0.001*** | ||||||
Low | 422 (61.6) | 263 (38.4) | 2803 (63.1) | 1638 (36.9) | 969 (72.8) | 362 (27.2) | |||
Middle | 314 (54.2) | 265 (45.8) | 2189 (52.4) | 1988 (47.6) | 697 (60.2) | 460 (39.8) | |||
High | 147 (39.7) | 223 (60.3) | 959 (37.2) | 1620 (62.8) | 343 (42.3) | 468 (57.7) | |||
Community women’s autonomy in HC decisions | 0.124 | 0.106 | 0.883 | ||||||
Low | 357 (57.9) | 260 (42.9) | 2108 (55.1) | 1719 (44.9) | 611 (61.8) | 378 (38.2) | |||
Middle | 262 (50.1) | 261 (49.9) | 2033 (53.4) | 1776 (46.6) | 694 (60.8) | 447 (39.2) | |||
High | 263 (53.3) | 230 (46.7) | 1810 (50.8) | 1751 (49.2) | 704 (60.2) | 465 (39.8) | |||
Community IRS coverage | 0.989 | 0.521 | 0.736 | ||||||
Low | 288 (36.5) | 500 (63.5) | 4262 (53.5) | 3709 (46.5) | 1490 (61.1) | 947 (39.9) | |||
High | 295 (54.0) | 251 (46.0) | 1689 (52.3) | 1537 (47.7) | 519 (60.2) | 343 (39.8) |
Modelling approaches (measures of association)
Pregnant women
Variable | Null model | Model I aOR (95% CI) | Model II aOR (95% CI) | Model III aOR (95% CI) |
---|---|---|---|---|
Individual-level factors | ||||
Age (years) | ||||
15–24 | 1.00 | 1.00 | ||
25–34 | 0.76 (0.54–1.08) | 0.74 (0.53–1.05) | ||
≥ 35 | 0.90 (0.55–1.49) | 0.89 (0.54–1.47) | ||
Education | ||||
No education | 1.00 | 1.00 | ||
Primary education | 1.99 (0.78–1.83) | 1.24 (0.81–1.92) | ||
Secondary+ | 1.42 (0.86–2.36) | 1.49 (0.89–1.49) | ||
Occupation | ||||
Unemployed | 1.00 | 1.00 | ||
Employed | 1.06 (0.83–1.35) | 1.05 (0.81–1.37) | ||
Religion | ||||
Muslim and others | 1.00 | 1.00 | ||
Catholic | 0.86 (0.57–1.30) | 0.82 (0.53–1.25) | ||
Protestant | 0.81 (0.57–1.15) | 0.77 (0.54–1.11) | ||
Wealth | ||||
Poor | 1.00 | 1.00 | ||
Middle | 1.23 (0.89–2.61) | 1.16 (0.85–1.57) | ||
Rich | 0.93 (0.68–1.27) | 0.96 (0.61–1.51) | ||
Region | ||||
Northern | 1.00 | 1.00 | ||
Central | 1.82** (1.28–2.59) | 1.66* (1.12–2.45) | ||
Southern | 1.27 (0.99–1.78) | 1.15 (0.79–1.68) | ||
Residence | ||||
Rural | 1.00 | 1.00 | ||
Urban | 1.48* (1.02–2.14) | 1.63* (1.04–2.55) | ||
Altitude (m) | ||||
< 1600 | 1.00 | 1.00 | ||
≥ 1600 | 0.38 (0.91–1.64) | 0.33 (0.08–1.38) | ||
Parity | ||||
Primigravida | 1.00 | 1.00 | ||
Secundigravida | 1.79** (1.22–2.61) | 1.79** (1.23–2.62) | ||
Multigravida | 1.92** (1.25–2.97) | 1.97** (1.28–3.28) | ||
Number of children under 5 years in HH | ||||
One | 1.00 | 1.00 | ||
None | 0.99 (0.73–1.34) | 1.01 (0.75–1.37) | ||
≥ 2 | 1.19 (0.83–1.72) | 1.19 (0.83–1.72) | ||
Number of HH members | ||||
≥ 5 | 1.00 | 1.00 | ||
< 5 | 2.38*** (1.78–3.18) | 2.33*** (1.74–3.11) | ||
Number of ITNs in HH | ||||
< 2 | 1.00 | 1.00 | ||
≥ 2 | 4.68*** (3.57–6.15) | 4.25*** (3.19–5.64) | ||
IRS | ||||
No | 1.00 | 1.00 | ||
Yes | 1.33 (0.84–2.10) | 1.26 (0.77–0.26) | ||
Media exposure | ||||
No | 1.00 | 1.00 | ||
Yes | 1.05 (0.82–1.35) | 1.06 (0.83–1.36) | ||
Distance to HF | ||||
Problem | 1.00 | 1.00 | ||
No problem | 1.39** (1.09–1.79) | 1.44* (1.09–1.89) | ||
Women’s autonomy in HC decisions | ||||
Self | 1.00 | 1.00 | ||
Husband alone | 1.19 (0.78–1.83) | 1.07 (0.74–1.54) | ||
With others | 0.91 (0.64–1.29) | 0.92 (0.64–1.31) | ||
Health behaviour | ||||
Poor | 1.00 | 1.00 | ||
Moderate | 0.99 (0.69–1.44) | 1.01 (0.69–1.45) | ||
Good | 1.34 (0.89–2.01) | 1.35 (0.89–2.03) | ||
Community-level factors | ||||
Community employment | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.11 (0.85–1.48) | 1.20 (0.88–1.64) | ||
High | 1.00 (0.75–1.33) | 1.02 (0.72–1.44) | ||
Community education | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.06 (0.81–1.40) | 1.04 (0.76–1.41) | ||
High | 0.70* (0.51–0.97) | 0.75 (0.51–1.09) | ||
Community wealth | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.12 (0.84–1.47) | 1.16 (0.85–1.57) | ||
High | 1.21 (0.85–1.71) | 0.96 (0.61–1.51) | ||
Community distance to HF | ||||
Low | 1.00 | 1.00 | ||
Middle | 0.87 (0.64–1.18) | 1.04 (0.73–1.47) | ||
High | 0.78 (0.57–1.08) | 1.03 (0.69–1.54) | ||
Community ITN coverage | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.44** (1.09–1.91) | 1.16 (0.76–1.41) | ||
High | 2.33*** (1.74–3.12) | 1.47* (1.05–2.06) | ||
Community women’s autonomy in HC decisions | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.22 (0.92–1.59) | 1.16 (0.73–1.47) | ||
High | 1.09 (0.83–1.45) | 1.03 (0.73–1.38) | ||
Community IRS coverage | ||||
Low | 1.00 | 1.00 | ||
High | 1.03 (0.81–1.32) | 1.02 (0.76–1.35) | ||
Measure of variation | ||||
Area variance (95% CI) | 0.429 (0.202–0.912) | 0.321 (0.117–0.881) | 0.231 (0.068–0.785) | 0.259 (0.077–0.873) |
ICC (%) | 11.6 | 8.9 | 6.6 | 7.3 |
MOR | 1.87 | 1.71 | 1.58 | 1.62 |
PCV (%) | Ref. | 25.2 | 46.2 | 39.6 |
Model fit statistic | ||||
AIC | 2220.7 | 2024.2 | 2192.2 | 2036.9 |
Non-pregnant women with children under 5 years
Variable | Null model | Model I aOR (95% CI) | Model II aOR (95% CI) | Model III aOR (95% CI) |
---|---|---|---|---|
Individual-level factors | ||||
Age (years) | ||||
15–24 | 1.00 | 1.00 | ||
25–34 | 0.95 (0.83–1.08) | 0.95 (0.84–1.09) | ||
≥ 35 | 0.87 (0.75–1.02) | 0.88 (0.75–1.02) | ||
Education | ||||
No education | 1.00 | 1.00 | ||
Primary education | 1.12 (0.97–1.29) | 1.03 (0.90–1.17) | ||
Secondary+ | 1.44*** (01.20–1.73) | 1.04 (0.92–1.76) | ||
Occupation | ||||
Unemployed | 1.00 | 1.00 | ||
Employed | 0.95 (0.85–1.04) | 0.94 (0.85–1.05) | ||
Religion | ||||
Muslim and others | 1.00 | 1.00 | ||
Catholic | 0.98 (0.81–1.17) | 0.93 (0.78–1.12) | ||
Protestant | 0.94 (0.80–1.10) | 0.90 (0.77–1.06) | ||
Wealth | ||||
Poor | 1.00 | 1.00 | ||
Middle | 1.13* (1.00–1.28) | 1.13* (1.01–1.28) | ||
Rich | 1.04 (0.92–1.17) | 1.06 (0.93–1.20) | ||
Region | ||||
Northern | 1.00 | 1.00 | ||
Central | 1.53*** (1.28–1.83) | 1.46*** (1.19–1.78) | ||
Southern | 1.49*** (1.25–1.77) | 1.40*** (1.16–1.70) | ||
Residence | ||||
Rural | 1.00 | 1.00 | ||
Urban | 1.42* (1.19–1.69) | 1.48** (1.18–1.84) | ||
Altitude (m) | ||||
< 1600 | 1.00 | 1.00 | ||
≥ 1600 | 0.69 (0.29–1.69) | 0.63 (0.25–1.52) | ||
Parity | ||||
Primigravida | 1.00 | 1.00 | ||
Secundigravida | 5.11*** (2.69–9.69) | 4.97*** (2.62–9.43) | ||
Multigravida | 4.67*** (2.47–8.83) | 4.55*** (2.40–8.61) | ||
Number of children under 5 years in HH | ||||
One | 1.00 | 1.00 | ||
≥ 2 | 1.12* (1.01–1.23) | 1.12* (1.01–1.24) | ||
Number of HH members | ||||
≥ 5 | 1.00 | 1.00 | ||
< 5 | 1.85*** (1.65–2.07) | 1.85*** (1.65–2.08) | ||
Number of ITNs in HH | ||||
< 2 | 1.00 | 1.00 | ||
≥ 2 | 7.22*** (6.52–7.99) | 6.89*** (6.19–7.65) | ||
IRS | ||||
No | 1.00 | 1.00 | ||
Yes | 1.09 (0.89–1.33) | 1.06 (0.86–1.31) | ||
Media exposure | ||||
No | 1.00 | 1.00 | ||
Yes | 1.07 (0.97–1.77) | 1.06 (0.96–1.17) | ||
Distance to HF | ||||
Problem | 1.00 | 1.00 | ||
No problem | 0.98 (0.89–1.08) | 0.98 (0.88–1.09) | ||
Women’s autonomy in HC decisions | ||||
Self | 1.00 | 1.00 | ||
Husband alone | 1.03 (0.91–1.18) | 1.02 (0.90–1.17) | ||
With others | 0.06 (0.94–1.20) | 1.04 (0.92–1.18) | ||
Health behaviour | ||||
Poor | 1.00 | 1.00 | ||
Moderate | 1.00 (0.85–1.15) | 1.00 (0.87–1.16) | ||
Good | 1.19* (1.01–1.39) | 1.19* (1.01–1.39) | ||
Community-level factors | ||||
Community employment | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.09 (0.96–1.25) | 1.08 (0.92–1.25) | ||
High | 1.01 (0.87–1.16) | 0.97 (0.82–1.14) | ||
Community education | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.04 (0.90–1.19) | 0.96 (0.82–1.12) | ||
High | 0.95 (0.81–1.11) | 0.94 (0.78–1.14) | ||
Community wealth | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.00 (0.87–1.15) | 0.99 (0.85–1.16) | ||
High | 1.05 (0.88–1.25) | 0.81 (0.64–1.01) | ||
Community distance HF | ||||
Low | 1.00 | 1.00 | ||
Middle | 0.89 (0.77–1.04) | 0.92 (0.77–1.09) | ||
High | 0.90 (0.77–1.06) | 0.97 (0.79–1.17) | ||
Community ITN coverage | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.67*** (1.46–1.93) | 1.19* (1.02–1.38) | ||
High | 3.05*** (2.64–3.52) | 1.35*** (1.14–1.60) | ||
Community women’s autonomy in HC decisions | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.08 (0.94–1.23) | 1.01 (0.86–1.17) | ||
High | 1.27* (1.11–1.45) | 1.18* (1.00–1.38) | ||
Community IRS coverage | ||||
Low | 1.00 | 1.00 | ||
High | 1.05 (0.94–1.23) | 1.03 (0.89–1.19) | ||
Measure of variation | ||||
Area variance (95% CI) | 0.535 (0.449–0.637) | 0.403 (0.325–0.498) | 0.297 (0.237–0.372) | 0.380 (0.305–0.473) |
ICC (%) | 13.9 | 10.9 | 8.3 | 10.4 |
MOR | 2.01 | 1.83 | 1.68 | 1.80 |
PCV (%) | Ref. | 24.7 | 44.5 | 29.0 |
Model fit statistic | ||||
AIC | 14,990.2 | 13,012.8 | 14,753.5 | 13,017.2 |
Non-pregnant women without children under 5 years
Variable | Null model | Model I aOR (95% CI) | Model II aOR (95% CI) | Model III aOR (95% CI) |
---|---|---|---|---|
Individual-level factors | ||||
Age (years) | ||||
15–24 | 1.00 | 1.00 | ||
25–34 | 1.08 (0.75–1.56) | 1.05 (0.77–1.59) | ||
≥ 35 | 1.03 (0.71–1.50) | 1.07 (0.74–1.55) | ||
Education | ||||
No education | 1.00 | 1.00 | ||
Primary education | 0.95 (0.74–1.22) | 0.98 (0.76–1.28) | ||
Secondary+ | 0.89 (0.65–1.24) | 0.94 (0.67–1.32) | ||
Occupation | ||||
Unemployed | 1.00 | 1.00 | ||
Employed | 1.01 (0.82–1.24) | 1.02 (0.82–1.28) | ||
Religion | ||||
Muslim and others | 1.00 | 1.00 | ||
Catholic | 0.63* (0.44–0.90) | 0.64* (0.44–0.91) | ||
Protestant | 0.76 (0.55–1.05) | 0.75 (0.54–1.03) | ||
Wealth | ||||
Poor | 1.00 | 1.00 | ||
Middle | 0.92 (0.69–1.19) | 0.93 (0.69–1.99) | ||
Rich | 0.78 (0.54–1.35) | 1.81 (0.56–1.17) | ||
Region | ||||
Northern | 1.00 | 1.00 | ||
Central | 1.53** (1.15–2.03) | 1.53** (1.12–2.09) | ||
Southern | 1.31* (1.00–1.72) | 1.34* (1.00–1.81) | ||
Residence | ||||
Rural | 1.00 | 1.00 | ||
Urban | 1.53** (1.18–1.98) | 1.57** (1.14–2.16) | ||
Altitude (m) | ||||
< 1600 | 1.00 | 1.00 | ||
≥ 1600 | 0.68 (0.17–2.82) | 0.51 (0.54–1.04) | ||
Parity | ||||
Primigravida | 1.00 | 1.00 | ||
Secundigravida | 0.91 (0.69–1.19) | 0.93 (0.63–1.28) | ||
Multigravida | 0.78 (0.54–1.35) | 0.81 (0.56–1.17) | ||
Number of HH members | ||||
≥ 5 | 1.00 | 1.00 | ||
< 5 | 1.67*** (1.37–2.03) | 1.66*** (1.37–2.02) | ||
Number of ITNs in HH | ||||
< 2 | 1.00 | 1.00 | ||
≥ 2 | 11.89*** (9.6–14.7) | 10.72*** (8.59–13.37) | ||
IRS | ||||
No | 1.00 | 1.00 | ||
Yes | 1.45 (0.99–2.15) | 1.24 (0.82–1.88) | ||
Media exposure | ||||
No | 1.00 | 1.00 | ||
Yes | 1.10 (0.91–1.34) | 1.11 (0.91–1.35) | ||
Distance to HF | ||||
Problem | 1.00 | 1.00 | ||
No problem | 1.01 (0.84–1.22) | 1.09 (0.89–1.35) | ||
Women’s autonomy in HC decisions | ||||
Self | 1.00 | 1.00 | ||
Husband alone | 0.99 (0.77–1.29) | 0.99 (0.97–1.28) | ||
With others | 1.14 (0.91–1.43) | 1.11 (0.87–1.40) | ||
Health behaviour | ||||
Poor | 1.00 | 1.00 | ||
Moderate | 1.21 (0.89–1.65) | 1.21 (0.89–1.65) | ||
Good | 1.22 (0.87–1.70) | 1.22 (0.88–1.71) | ||
Community-level factors | ||||
Community employment | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.02 (0.82–1.26) | 0.97 (0.76–1.24) | ||
High | 1.02 (0.82–1.28) | 0.95 (0.73–1.34) | ||
Community education | ||||
Low | 1.00 | 1.00 | ||
Middle | 0.85 (0.68–1.06) | 0.94 (0.73–1.20) | ||
High | 0.79 (0.61–1.01) | 0.93 (0.69–1.26) | ||
Community wealth | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.13 (0.89–1.42) | 1.05 (0.81–1.36) | ||
High | 1.23 (0.93–1.61) | 0.99 (0.69–1.41) | ||
Community distance to HF | ||||
Low | 1.00 | 1.00 | ||
Middle | 0.84 (0.67–1.06) | 1.14 (0.86–1.49) | ||
High | 0.96 (0.75–1.25) | 1.36 (0.99–1.86) | ||
Community ITN coverage | ||||
Low | 1.00 | 1.00 | ||
Middle | 2.00*** (1.59–2.50) | 1.36* (1.06–1.75) | ||
High | 3.95*** (3.14–4.98) | 1.49** (1.15–1.96) | ||
Community women’s autonomy in HC decisions | ||||
Low | 1.00 | 1.00 | ||
Middle | 1.03 (0.68–1.05) | 0.94 (0.73–1.21) | ||
High | 1.19 (0.97–1.49) | 1.12 (0.87–1.45) | ||
Community IRS coverage | ||||
Low | 1.00 | 1.00 | ||
High | 1.16 (0.96–1.42) | 1.22 (0.97–1.54) | ||
Measure of variation | ||||
Area variance (95% CI) | 0.684 (0.492–0.949) | 0.347 (0.191–0.631) | 0.293 (0.168–0.511) | 0.293 (0.148–0.579) |
ICC (%) | 17.2 | 9.6 | 8.2 | 8.2 |
MOR | 2.20 | 1.76 | 1.68 | 1.68 |
PCV (%) | Ref. | 49.3 | 57.2 | 57.2 |
Model fit statistic | ||||
AIC | 4279.9 | 3496.8 | 4135.6 | 3504.4 |