Background
Methods
Ethics statement
Study area and sampling procedure
Field and laboratory procedure
Statistical analysis
Results
Compliance and characteristics of study participants
Plasmodium falciparumprevalence and parasitaemia
Microscopy and RDT | ||||
---|---|---|---|---|
Variable | Total | No positive (%) | OR (95% CI) | p-value |
Age group (years)
| ||||
5-10 | 3,486 | 2,558 (73.4) | 1.00 | |
11-16 | 1,636 | 1,227 (75.0) | 1.09 (0.95, 1.25) | 0.218 |
Sex
| ||||
Male | 2,714 | 2,068 (76.2) | 1.00 | |
Female | 2,408 | 1,717 (71.3) | 0.78 (0.69, 0.88) | <0.001* |
Socioeconomic status
| ||||
1 | 1,076 | 897 (83.4) | 1.00 | |
2 | 1,011 | 805 (79.6) | 0.78 (0.62, 0.97) | 0.028* |
3 | 946 | 710 (75.1) | 0.60 (0.48, 0.75) | <0.001* |
4 | 966 | 648 (67.1) | 0.41 (0.33, 0.50) | <0.001* |
5 | 1,123 | 725 (64.6) | 0.36 (0.30, 0.45) | <0.001* |
Setting
| ||||
Rural | 3,958 | 3,064 (77.4) | 1.00 | |
Urban | 1,164 | 721 (61.9) | 0.47 (0.41, 0.55) | <0.001* |
Variable | Total examined | Positive for P. falciparuminfection |
P. falciparumparasitaemia categories (parasites/μl of blood) | Negative binomial regression model for P. falciparumparasitaemia (parasites/μl of blood) | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Geometric mean parasitaemia | <50 | 50-499 | 500-4,999 | 5,000-49,999 | ≥50,000 | |||||
n (%) | n (%) | n (%) | n (%) | n (%) | IRR (95% CI) | p-value | ||||
Age group (years)
| ||||||||||
5-10 | 3,486 | 2,397 | 541.8 | 1,212 (34.8) | 979 (28.1) | 1,141 (32.7) | 151 (4.3) | 3 (0.1) | 1.00 | |
11-16 | 1,636 | 1,142 | 421.0 | 564 (34.5) | 539 (33.0) | 475 (29.0) | 58 (3.6) | 0 (0.0) | 0.78 (0.67, 0.90) | 0.001* |
Sex
| ||||||||||
Male | 2,714 | 1,942 | 511.3 | 875 (32.2) | 814 (30.0) | 915 (33.7) | 109 (4.0) | 1 (0.0) | 1.00 | |
Female | 2,408 | 1,597 | 485.4 | 901 (37.4) | 704 (29.2) | 701 (29.1) | 100 (4.2) | 2 (0.1) | 1 (0.87, 1.14) | 0.950 |
Socioeconomic status
| ||||||||||
1 | 1,076 | 855 | 520.1 | 268 (24.9) | 357 (33.2) | 405 (37.6) | 45 (4.2) | 1 (0.1) | 1.00 | |
2 | 1,011 | 755 | 466.3 | 294 (29.1) | 342 (33.8) | 335 (33.1) | 40 (4.0) | 0 (0.0) | 0.90 (0.73, 1.11) | 0.314 |
3 | 946 | 664 | 515.2 | 312 (33.0) | 283 (29.9) | 313 (33.1) | 37 (3.9) | 1 (0.1) | 0.95 (0.77, 1.18) | 0.642 |
4 | 966 | 595 | 524.8 | 402 (41.6) | 244 (25.3) | 278 (28.8) | 42 (4.4) | 0 (0.0) | 0.81 (0.66, 1.01) | 0.061 |
5 | 1,123 | 670 | 475.4 | 500 (44.5) | 292 (26.0) | 285 (25.4) | 45 (4.0) | 1 (0.1) | 0.89 (0.72, 1.09) | 0.265 |
Setting
| ||||||||||
Rural | 3,958 | 2,870 | 495.7 | 1,239 (31.3) | 1241 (31.4) | 1319 (33.3) | 157 (4.0) | 2 (0.1) | 1.00 | |
Urban | 1,164 | 669 | 515.6 | 537 (46.1) | 277 (23.8) | 297 (25.5) | 52 (4.5) | 1 (0.1) | 1.02 (0.87, 1.20) | 0.800 |
Disparities in prevention and treatment against malaria, self-reported morbidity and distance to nearest health facilities across socioeconomic groups
Associations of Plasmodium falciparuminfection status and parasitaemia with self-reported morbidity
P. falciparuminfection status |
P. falciparumparasitaemia (parasites/μl of blood) | |||||||
---|---|---|---|---|---|---|---|---|
Logistic regression model | Logistic regression model with random effect | Negative binomial regression model | Negative binomial regression model with random effect | |||||
Adjusted OR (95% CI) | p-value | Adjusted OR (95% CI) | p-value | Adjusted IRR (95% CI) | p-value | Adjusted IRR (95% CI) | p-value | |
Self, reported morbidity/disease
| ||||||||
Headache | 1.15 (0.99, 1.33) | 0.077 | 1.09 (0.93, 1.28) | 0.300 | 1.13 (0.97, 1.33) | 0.124 | 1.06 (0.98, 1.14) | 0.136 |
Hot body | 1.00 (0.86, 1.18) | 0.953 | 0.96 (0.81, 1.32) | 0.622 | 1.36 (1.15, 1.61) | <0.001* | 1.01 (0.94, 1.10) | 0.758 |
Abdominal pain | 1.14 (0.99, 1.32) | 0.078 | 1.10 (0.95, 1.28) | 0.216 | 0.93 (0.80, 1.09) | 0.401 | 1.07 (1.00, 1.16) | 0.053 |
Vomiting | 1.25 (1.07, 1.45) | 0.004* | 1.30 (1.11, 1.52) | 0.001* | 1.24 (1.05, 1.45) | 0.010* | 1.16 (1.08, 1.25) | <0.001* |
Fatigue | 1.00 (0.87, 1.16) | 0.952 | 1.01 (0.87, 1.18) | 0.854 | 0.90 (0.78, 1.05) | 0.185 | 1.01 (0.94, 1.08) | 0.855 |
Loss of appetite | 0.96 (0.83, 1.12) | 0.608 | 0.95 (0.81, 1.12) | 0.540 | 0.85 (0.73, 1.00) | 0.046* | 0.96 (0.89, 1.03) | 0.245 |
Malaria | 0.82 (0.70, 0.95) | 0.011* | 0.80 (0.67, 0.94) | 0.008* | 1.00 (0.85, 1.18) | 0.984 | 0.89 (0.82, 0.96) | 0.004* |
Clinical morbidity
| ||||||||
Fever | 1.04 (0.61, 1.79) | 0.881 | 1.03 (0.58, 1.82) | 0.928 | 3.31 (1.88, 5.81) | <0.001* | 1.35 (1.05, 1.73) | 0.020* |
Anaemia | 1.55 (1.34, 1.80) | <0.001* | 1.64 (1.40, 1.93) | <0.001* | 1.36 (1.17, 1.58) | <0.001* | 1.24 (1.16, 1.33) | <0.001* |
Associations of Plasmodium falciparuminfection status and parasitaemia with preventive measures against malaria and distance to nearest health facility
P. falciparuminfection status |
P. falciparumparasitaemia (parasites/μl of blood) | |||||||
---|---|---|---|---|---|---|---|---|
Logistic regression model | Logistic regression model with random effect | Negative binomial regression model | Negative binomial regression model with random effect | |||||
Adjusted OR (95% CI) | p-value | Adjusted OR (95% CI) | p-value | Adjusted IRR (95% CI) | p-value | Adjusted IRR (95% CI) | p-value | |
Net usage
| ||||||||
Bed net ownership | 1.01 (0.85, 1.20) | 0.911 | 0.97 (0.81, 1.16) | 0.747 | 0.88 (0.73, 1.05) | 0.155 | 1.00 (0.92, 1.09) | 0.958 |
Children sleeping under a net | 0.99 (0.76, 1.29) | 0.950 | 1.03 (0.78, 1.37) | 0.814 | 1.09 (0.83, 1.44) | 0.545 | 1.04 (0.91, 1.19) | 0.529 |
Children slept under a net last night | 0.99 (0.76, 1.28) | 0.936 | 0.90 (0.69, 1.18) | 0.449 | 0.98 (0.74, 1.29) | 0.881 | 0.95 (0.83, 1.08) | 0.447 |
Other preventive measures against malaria
| ||||||||
Fumigating coil | 1.14 (0.99, 1.32) | 0.074 | 1.20 (1.03, 1.40) | 0.018* | 1.06 (0.91, 1.24) | 0.459 | 1.09 (1.01, 1.17) | 0.029* |
Insecticide spray | 0.78 (0.68, 0.90) | 0.001* | 0.83 (0.71, 0.97) | 0.017* | 0.95 (0.81, 1.12) | 0.570 | 0.84 (0.78, 0.91) | <0.001* |
Smoke by burning leaves | 1.26 (1.07, 1.49) | 0.006* | 1.26 (1.05, 1.51) | 0.013* | 1.06 (0.90, 1.26) | 0.478 | 1.06 (0.98, 1.15) | 0.168 |
Malaria treatment
| 0.85 (0.72, 1.00) | 0.051 | 0.83 (0.70, 0.99) | 0.036* | 0.97 (0.81, 1.17) | 0.775 | 0.93 (0.85, 1.02) | 0.112 |
Distance to nearest health facility
a
| ||||||||
<1 km | 1.00 | 1.00 | 1.00 | 1.00 | ||||
1-5 km | 0.76 (0.61, 0.94) | 0.012* | 0.80 (0.49, 1.29) | 0.357 | 0.71 (0.57, 0.90) | 0.005* | 0.96 (0.85, 1.08) | 0.451 |
>5 km | 0.77 (0.64, 0.92) | 0.005* | 0.78 (0.52, 1.16) | 0.219 | 0.80 (0.66, 0.96) | 0.019* | 0.86 (0.78, 0.94) | 0.002* |