Background
Methods
Ethical considerations
Data sources
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Indoor residual spraying Spraying of the interior walls of the dwelling with an insecticide against mosquitoes.
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Insecticide-treated net A factory-treated net that does not require any further treatment (LLIN), or a pre-treated net obtained in the past 12 months, or a net that has been soaked with insecticide within the past 12 months.
Data analysis and statistical methods
Results
Study characteristics
Background characteristics | Distribution of households No. (%) |
---|---|
Residence type | |
Urban | 4763 (48.4) |
Rural | 5083 (51.6) |
Wealth quintile | |
Lowest | 1696 (17.2) |
Second | 1945 (19.8) |
Middle | 2012 (20.4) |
Fourth | 2178 (22.1) |
Highest | 2015 (20.5) |
Regional PfPR2–10 (%) | |
< 1 | 3467 (35.2) |
1 to < 5 | 1432 (14.5) |
> 5 | 4947 (50.2) |
EA PfPR2–10 (%) | |
< 1 | 4184 (42.5) |
1 to < 5 | 1082 (11.0) |
> 5 | 4580 (46.5) |
MSP zone | |
3 | 3588 (36.4) |
2 | 2.033 (20.7) |
1 | 4225 (42.9) |
IRS coveragea | |
No IRS | 7921 (80.5) |
IRS | 1676 (17.0) |
Don’t know | 245 (2.5) |
ITN coverage | |
No net | 6533 (66.4) |
Untreated net | 940 (9.6) |
ITN | 2373 (24.1) |
Number of ITNs in household | |
0 | 7473 (75.9) |
1 | 1142 (11.6) |
> 1 | 1231 (12.5) |
ITN per two people | |
< 1 ITN per two people | 8724 (88.6) |
≥ 1 ITN per two people | 1122 (11.4) |
Total | 9846 (100.0) |
Household IRS coverage
Household characteristics | IRS in previous 12 months | p-value | ITN ownership | p-value | ITN and/or IRS | p-value | ITN and IRS | p-value | |||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
No | Yes | Don’t know | No ITN | At least one ITN | None | ITN and/or IRS | One or no interventions | Both ITN and IRS | |||||
No. (%) | No. (%) | No. (%) | No. (%) | No. (%) | No. (%) | No. (%) | No. (%) | No. (%) | |||||
Residence type | |||||||||||||
Urban | 4433 (93.1) | 214 (4.5) | 113 (2.4) | < 0.001 | 4017 (84.3) | 746 (15.7) | < 0.001 | 3782 (81.4) | 865 (18.6) | < 0.001 | 4566 (98.3) | 81 (1.7) | < 0.001 |
Rural | 3488 (68.6) | 1462 (28.8) | 132 (2.6) | 3456 (68.0) | 1627 (32.0) | 2588 (52.3) | 2362 (47.7) | 4257 (86.0) | 693 (14.0) | ||||
Wealth quintile | |||||||||||||
Lowest | 1107 (65.3) | 561 (33.1) | 28 (1.7) | < 0.001 | 1145 (67.5) | 551 (32.5) | < 0.001 | 808 (48.4) | 860 (51.6) | < 0.001 | 1426 (85.5) | 242 (14.5) | < 0.001 |
Second | 1440 (74.1) | 452 (23.3) | 52 (2.7) | 1388 (71.4) | 557 (28.6) | 1114 (58.9) | 778 (41.1) | 1668 (88.2) | 224 (11.8) | ||||
Middle | 1634 (81.2) | 327 (16.3) | 51 (2.5) | 1470 (73.1) | 542 (26.9) | 1265 (64.5) | 696 (35.5) | 1797 (91.6) | 164 (8.4) | ||||
Fourth | 1873 (86.1) | 227 (10.4) | 76 (3.5) | 1727 (79.3) | 451 (20.7) | 1544 (73.5) | 556 (26.5) | 1993 (94.9) | 107 (5.1) | ||||
Highest | 1867 (92.7) | 109 (5.4) | 38 (1.9) | 1743 (86.5) | 272 (13.5) | 1639 (83.0) | 337 (17.1) | 1939 (98.1) | 37 (1.9) | ||||
Regional PfPR2–10 (%) | |||||||||||||
< 1 | 3341 (96.4) | 41 (1.2) | 82 (2.4) | < 0.001 | 3254 (93.9) | 213 (6.1) | < 0.001 | 3141 (92.9) | 241 (7.1) | < 0.001 | 3374 (99.8) | 8 (0.2) | < 0.001 |
1 to < 5 | 1137 (79.4) | 270 (18.9) | 25 (1.8) | 870 (60.8) | 562 (39.3) | 778 (55.3) | 629 (44.7) | 1213 (86.2) | 194 (13.8) | ||||
> 5 | 3443 (69.6) | 1365 (27.6) | 138 (2.8) | 3349 (67.7) | 1598 (32.3) | 2451 (51.0) | 2357 (49.0) | 4236 (88.1) | 572 (11.9) | ||||
EA PfPR2–10 (%) | |||||||||||||
< 1 | 3959 (94.7) | 122 (2.9) | 100 (2.4) | < 0.001 | 3811 (91.1) | 373 (8.9) | < 0.001 | 3639 (89.2) | 442 (10.8) | < 0.001 | 4039 (99.0) | 42 (1.0) | < 0.001 |
1 to < 5 | 721 (66.6) | 327 (30.2) | 34 (3.1) | 560 (51.8) | 522 (48.2) | 422 (40.3) | 626 (59.7) | 837 (79.9) | 211 (20.1) | ||||
> 5 | 3241 (70.8) | 1227 (26.8) | 111 (2.4) | 3102 (67.7) | 1478 (32.3) | 2309 (51.7) | 2159 (48.3) | 3947 (88.3) | 521 (11.7 | ||||
MSP zones | |||||||||||||
3 | 3459 (96.5) | 43 (1.2) | 83 (2.3) | < 0.001 | 3363 (93.7) | 225 (6.3) | < 0.001 | 3249 (92.8) | 253 (7.2) | < 0.001 | 3493 (99.7) | 9 (0.3) | < 0.001 |
2 | 1703 (83.8) | 282 (13.9) | 48 (2.4) | 1629 (80.1) | 404 (19.9) | 1392 (70.1) | 593 (29.9) | 1869 (95.5) | 89 (4.5) | ||||
1 | 2759 (65.3) | 1351 (32.0) | 114 (2.7) | 2481 (58.7) | 1744 (41.3) | 1729 (42.1) | 2381 (57.9) | 3434 (83.6) | 676 (16.5) | ||||
Total | 7921 (80.5) | 1676 (17.0) | 245 (2.5) | 7473 (75.9) | 2373 (24.1) | 6370 (66.4) | 3227 (33.6) | 8823 (91.9) | 774 (8.1) |
Exposures of interest | Model 1 | Model 2 | Model 3 | |||
---|---|---|---|---|---|---|
RR (95% CI) | p-value | RR (95% CI) | p-value | RR (95% CI) | p-value | |
Residence type | ||||||
Urban | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Rural | 6.41 (5.56–7.40) | < 0.001 | 4.53 (3.5–5.9) | < 0.001 | 5.02 (3.83–6.58) | < 0.001 |
Wealth quintile | ||||||
Lowest | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Second | 0.71 (0.63–0.80) | < 0.001 | 1.12 (0.98–1.28) | 0.097 | 1.16 (1.02–1.33) | 0.029 |
Middle | 0.50 (0.43–0.57) | < 0.001 | 1.11 (0.95–1.30) | 0.189 | 1.20 (1.03–1.40) | 0.023 |
Fourth | 0.32 (0.28–0.37) | < 0.001 | 1.02 (0.84–1.25) | 0.813 | 1.25 (1.03–1.51) | 0.021 |
Highest | 0.16 (0.13–0.20) | < 0.001 | 1.11 (0.84–1.47) | 0.449 | 1.63 (1.25–2.13) | < 0.001 |
Regional PfPR2–10 (%) | ||||||
< 1 | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
1 to < 5 | 15.83 (11.40–22.0) | < 0.001 | 11.00 (3.18–38.07) | < 0.001 | 5.82 (1.60–21.22) | 0.008 |
> 5 | 23.42 (17.16–31.95) | < 0.001 | 27.12 (10.76–68.35) | < 0.001 | 14.54 (5.56–38.02) | < 0.001 |
Household ITN ownership
Exposures of interest | Model 1 | Model 2 | Model 3 | |||
---|---|---|---|---|---|---|
Risk ratio (95% CI) | p-value | Risk ratio (95% CI) | p-value | Risk ratio (95% CI) | p-value | |
Residence | ||||||
Urban | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Rural | 2.04 (1.87–2.23) | < 0.001 | 1.17 (1.03–1.32) | 0.017 | 1.32 (1.15–1.51) | < 0.001 |
Wealth quintile | ||||||
Lowest | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Second | 0.88 (0.78–0.99) | 0.036 | 1.17 (1.03–1.32) | 0.014 | 1.20 (1.06–1.36) | 0.004 |
Middle | 0.83 (0.74–0.93) | 0.002 | 1.32 (1.16–1.51) | < 0.001 | 1.39 (1.21–1.58) | < 0.001 |
Fourth | 0.64 (0.56–0.72) | < 0.001 | 1.36 (1.17–1.57) | < 0.001 | 1.48 (1.27–1.72) | < 0.001 |
Highest | 0.42 (0.36–0.48) | < 0.001 | 1.29 (1.08–1.54) | 0.005 | 1.49 (1.23–1.80) | < 0.001 |
Regional PfPR2–10 (%) | ||||||
< 1 | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
1 to < 5 | 6.39 (5.46–7.48) | < 0.001 | 5.96 (2.94–12.12) | < 0.001 | 5.92 (2.83–12.38) | < 0.001 |
> 5 | 5.26 (4.56–6.07) | < 0.001 | 5.36 (3.19–9.02) | < 0.001 | 5.32 (3.09–9.16) | < 0.001 |
ITN or IRS coverage
Exposure of interest | Model 1 | Model 2 | Model 3 | |||
---|---|---|---|---|---|---|
Risk ratio (95% CI) | p-value | Risk ratio (95% CI) | p-value | Risk ratio (95% CI) | p-value | |
Residence type | ||||||
Urban | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Rural | 2.56 (2.37–2.77) | < 0.001 | 1.46 (1.33–1.63) | < 0.001 | 1.62 (1.45–1.81) | < 0.001 |
Wealth quintile | ||||||
Lowest | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
Second | 0.80 (0.72–0.88) | < 0.001 | 1.05 (0.95–1.16) | 0.370 | 1.12 (1.01–1.24) | 0.032 |
Middle | 0.69 (0.62–0.76) | < 0.001 | 1.09 (0.97–1.21) | 0.139 | 1.22 (1.10–1.37) | < 0.001 |
Fourth | 0.51 (0.46–0.57) | < 0.001 | 1.05 (0.93–1.18) | 0.474 | 1.29 (1.14–1.46) | < 0.001 |
Highest | 0.33 (0.29–0.38) | < 0.001 | 0.99 (0.86–1.15) | 0.929 | 1.36 (1.16–1.60) | < 0.001 |
Regional PfPR2–10 (%) | ||||||
< 1 | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |||
1 to < 5 | 6.27 (5.41–7.28) | < 0.001 | 5.72 (2.94–11.11) | < 0.001 | 5.05 (2.59–9.85) | < 0.001 |
> 5 | 6.88 (6.03–7.85) | < 0.001 | 6.96 (4.28–11.31) | < 0.001 | 6.10 (3.74–9.97) | < 0.001 |
Patterns of transmission intensities and ITN and IRS coverage
Models | IRS | ITN | IRS and/or ITN | |||||||
---|---|---|---|---|---|---|---|---|---|---|
RR (95% CI) | p-value | LR test p-value | RR (95% CI) | p-value | LR test p-value | RR (95% CI) | p-value | LR test p-value | ||
Model 1 | Regional PfPR2–10 | 3.71 (2.29–6.02) | < 0.001 | 2.20 (1.57–3.10) | < 0.001 | 2.38 (1.78–3.19) | < 0.001 | |||
Model 2 | Regional PfPR2–10 | 3.86 (2.29–6.53) | < 0.001 | 0.7000 | 2.19 (1.54–3.13) | < 0.001 | 0.9347 | 2.42 (1.79–3.27) | < 0.001 | 0.7480 |
EA PfPR2–10 | 0.96 (0.76–1.20) | 0.700 | 1.01 (0.89–1.13) | 0.935 | 0.98 (0.89–1.08) | 0.748 | ||||
Model 3 | Regional PfPR2–10 | 2.40 (1.41–4.10) | 0.001 | 0.0091 | 1.43 (1.04–1.97) | 0.029 | 0.0001 | 1.71 (1.31–2.34) | < 0.001 | < 0.0001 |
MSP zone | 1.69 (1.15–2.50) | 0.008 | 1.69 (1.31–2.18) | < 0.001 | 1.50 (1.24–1.81) | < 0.001 |