| Literature DB >> 24492859 |
Katherine E Halliday1, George Okello2, Elizabeth L Turner3, Kiambo Njagi4, Carlos Mcharo5, Juddy Kengo5, Elizabeth Allen6, Margaret M Dubeck7, Matthew C H Jukes8, Simon J Brooker9.
Abstract
BACKGROUND: Improving the health of school-aged children can yield substantial benefits for cognitive development and educational achievement. However, there is limited experimental evidence of the benefits of alternative school-based malaria interventions or how the impacts of interventions vary according to intensity of malaria transmission. We investigated the effect of intermittent screening and treatment (IST) for malaria on the health and education of school children in an area of low to moderate malaria transmission. METHODS ANDEntities:
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Year: 2014 PMID: 24492859 PMCID: PMC3904819 DOI: 10.1371/journal.pmed.1001594
Source DB: PubMed Journal: PLoS Med ISSN: 1549-1277 Impact factor: 11.069
Figure 1Map of the study area and schools.
Schools assigned to the IST intervention are shown in blue and schools assigned to the control group are shown in yellow. Insert shows the location of the study site in Kenya.
Figure 2Study design diagram.
This figure depicts the randomisation procedures.
Figure 3Trial profile.
The flow of children and clusters in the 50 control 51 IST intervention groups at all assessment points throughout the two-year study period. FU1 indicates follow-up 1 and FU2 indicates follow-up 2. Cluster size is presented as mean (SD) [min, max].
Baseline characteristics of 5,233 study children in the 50 control and 51 IST intervention schools.
| Characteristics; | Measure/Subcharacteristic | Control | Intervention |
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| Exam score | Mean (SD) | 223.4 (27.7) | 225.8 (29.0) |
| School size | Median (IQR) [min, max] | 505 (308, 961) [85, 4,891] | 568 (389, 692) [225, 1,344] |
| Enrolled class 1 | Mean (SD) [min, max] | 24.4 (3.3) | 25.8 (1.5) |
| Enrolled class 5 | Mean (SD) [min, max] | 26.0 (4.6) | 27.3 (3.3) |
| School programmes | Feeding | 22 (44.0) | 27 (52.9) |
| De-worming | 50 (100.0) | 49 (96.1) | |
| Malaria control | 9 (18.4) | 12 (23.5) | |
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| Age | Mean (SD) | 10.1 (2.8) | 10.3 (2.8) |
| 5–9 | 1,041 (41.2) | 1,069 (39.5) | |
| 10–12 | 877 (34.8) | 925 (34.1) | |
| 13–20 | 605 (24.0) | 716 (26.4) | |
| Sex | Male | 1,257 (49.8) | 1,319 (48.7) |
| Child sleeps under net | Usually | 1,668 (67.3) | 1,682 (63.1) |
| Treated net | 1,357 (83.3) | 1,308 (80.5) | |
| Last night | 1,606 (96.3) | 1,609 (95.7) | |
| Nutritional status | Underweight | 266 (27.0) | 231 (23.9) |
| Stunted | 600 (25.2) | 612 (24.9) | |
| Thin | 482 (20.2) | 450 (18.3) | |
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| Parental education | No schooling | 726 (29.4) | 925 (34.7) |
| Primary schooling | 1,292 (52.2) | 1,381 (51.8) | |
| Secondary schooling | 353 (14.3) | 278 (10.4) | |
| Higher education | 102 (4.1) | 83 (3.1) | |
| SES | Poorest | 440 (17.7) | 655 (24.4) |
| Poor | 483 (19.5) | 564 (21.0) | |
| Median | 465 (18.7) | 495 (18.5) | |
| Less poor | 524 (21.1) | 509 (19.0) | |
| Least poor | 572 (23.0) | 458 (17.1) | |
| Household size | 1–5 | 697 (28.1) | 703 (26.4) |
| 6–9 | 1,444 (58.3) | 1,580 (59.3) | |
| 10–31 | 338 (13.6) | 382 (14.3) | |
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| Age-sex specific | 1,073 (45.2) | 1,114 (45.5) |
| Severe (<70 g/l) | 14 (0.6) | 14 (0.6) | |
| Moderate (70–89 g/l) | 43 (1.8) | 55 (2.2) | |
| Mild (90–109 g/l) | 530 (22.3) | 518 (21.1) | |
| None (≥110 g/l) | 1,786 (75.3) | 1,864 (76.1) | |
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| Mean (SD) | 117.3 (13.0) | 117.5 (13.7) |
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| — | 311 (12.9) | |
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| Score: 0–20 (ICC = 0.07) | Sustained attention | 11.9 (6.7) [0, 20] | 12.1 (6.6) [0, 20] |
| Score: 0–20 (ICC = 0.29) | Spelling | 8.6 (4.5) [0, 19] | 7.7 (4.4) [0, 20] |
| Score: 0–30 (ICC = 0.11) | Arithmetic | 2.6 (2.4) [0, 17] | 2.6 (2.5) [0, 15] |
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| Score: 0–20 (ICC = 0.23) | Sustained attention | 9.9 (6.0) [0, 20] | 10.4 (5.7) [0, 20] |
| Score: 0–78 (ICC = 0.09) | Spelling | 27.9 (11.8) [0, 63] | 25.8 (11.2) |
| Score: 0–38 (ICC = 0.22) | Arithmetic | 29.4 (5.6) [0, 38] | 28.5 (5.8) [0, 38] |
Percent of non-missing children in each study group presented for categorised data. For continuous data mean (SD) [min,max] is presented.
All characteristics have less than 2% missing data with the exception of following indicators (reported as control/intervention): stunted and thin both (138/248 [5.5/9.2%] missing), underweight (1,538/1,744 [61.0/64.4%] missing), net use last night (661/840 [26.2/31.0%] missing).
In Class 1, mean (SD) for age is: 7.8 (1.7) and in Class 5, mean (SD) for age is:12.5 (1.6).
Percentages of treated nets and children sleeping under a net last night are presented only for those children who were reported as usually sleeping under a net.
Study endpoints have less than 5% missing data at baseline with the exception of the following (reported as control/intervention): Hb (147/255 [5.8/9.4%] missing), P. falciparum infection (274 [10.1%] missing in intervention group), class 5 attention (79/72 [6.1/5.2%] missing).
Coefficient of variation (k) estimated for binary outcomes using available baseline (i.e., only using data from IST schools for P. falciparum) and interclass correlation coefficient (ICC) estimated for continuous outcomes using baseline measures.
Not measured at baseline in the control group.
Presented as mean (SD) [min,max].
In class 1 sustained attention was measured by the “pencil tap test” and in class 5 sustained attention was measured by the “two digit code transmission test.”
Summary information for 2,710 study children in the IST intervention group by screening round.
| IST Round | Season | Study Children |
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| RDT Sensitivity/Specificity |
| Feb–Mar 2010 | Dry | 2,674 (98.7) | 2,454 (91.8) | 453 (18.5) | 449 (99.1) | 435 (96.9) | 78.5/90.6 |
| Jun–Jul 2010 | Wet | 2,654 (97.9) | 2,430 (91.6) | 466 (19.2) | 465 (99.8) | 440 (94.6) | 89.2/90.4 |
| Sept 2010 | Wet | 2,651 (97.8) | 2,368 (89.3) | 444 (18.8) | 443 (99.8) | 422 (95.3) | 94.6/90.3 |
| Feb–Mar 2011 | Dry | 2,631 (97.1) | 2,291 (87.1) | 340 (14.8) | 335 (98.5) | 306 (91.3) | 68.7/91.9 |
| Oct 2011 | Wet | 2,621 (96.7) | 2,157 (82.3) | 345 (16.0) | 338 (98.0) | 276 (81.7) | NA |
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Sensitivity and specificity of RDTs compared to expert microscopy is displayed.
Study children are shown as a percentage of the 2,710 initially eligible for the intervention and loss at each stage represents withdrawals and/or deaths. Child transfer events are not included.
Children treated who were directly observed taking doses 1, 3, and 5 in school at the correct time and who reported taking the evening doses.
Microscopy results not available for visit 5.
Effect of the IST intervention at 12- and 24-months follow-up on health outcomes anaemia and P. falciparum prevalence for study children.
| Outcome | Control (50 Schools) | Intervention (51 Schools) | Risk Ratio |
| Cluster-Size; Range (Average) | ||
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| 2,478 | 2,631 | |||||
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| Unadjusted | 2,146 | 837 (39.0%) | 2,297 | 920 (40.1%) | 1.03 (0.91,1.16) | 0.646 | 15–55 (44.0) |
| Adjusted | 2,048 | 788 (38.5%) | 2,142 | 858 (40.1%) | 1.03 (0.93,1.13) | 0.621 | 15–55 (41.5) |
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| Unadjusted | 2,106 | 302 (14.3%) | 2,276 | 243 (10.7%) | 0.76 (0.49,1.18) | 0.221 | 11–55 (43.4) |
| Adjusted | 2,106 | 302 (14.3%) | 2,276 | 243 (10.7%) | 0.71 (0.46,1.11) | 0.131 | 11–55 (43.4) |
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| 2,468 | 2,619 | |||||
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| Unadjusted | 2,027 | 809 (39.9%) | 2,173 | 910 (41.9%) | 1.05 (0.91,1.21) | 0.514 | 15–55 (41.6) |
| Adjusted | 1,935 | 765 (39.5%) | 2,027 | 842 (41.5%) | 1.00 (0.90,1.11) | 0.953 | 14–55 (39.5) |
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| Unadjusted | 2,001 | 169 (8.5%) | 2,139 | 253 (11.8%) | 1.42 (0.84,2.42) | 0.192 | 15–55 (41.0) |
| Adjusted | 2,001 | 169 (8.5%) | 2,139 | 253 (11.8%) | 1.53 (0.89,2.62) | 0.124 | 15–55 (41.0) |
Results presented (i) for all children with outcome data (unadjusted) and (ii) for those with baseline measurements of each outcome and accounting for age, sex, and stratification effects (adjusted) as the primary pre-specified analysis. N, number of children eligible for follow-up (not withdrawn or deceased). Adjusted: for baseline age, sex, school mean exam score and literacy group (to account for stratification), and baseline measure of the outcome, where available; unadjusted: all children with outcome measures, not adjusted for any baseline or study design characteristics.
Risk ratios (intervention/control) presented for binary outcomes (anaemia and P. falciparum prevalence) and are obtained from GEE analysis accounting for school-level clustering.
Number and percentage with outcome.
Age-sex specific anaemia was defined using age and sex corrected WHO thresholds of Hb: <110 g/l in children under 5 years; <115 g/l in children 5 to 11 years; <120 g/l in females 12 years and over and males 12 to 14.99 years old; and <130 g/l in males ≥15 years. All female adolescents are assumed to not be pregnant.
Not including baseline P. falciparum infection.
Effect of the IST intervention at 9- and 24-months follow-up on sustained attention outcomes for younger (class 1) and older (class 5) children.
| Outcome | Control (50 Schools) | Intervention (51 Schools) | Mean Difference |
| Cluster-Size; Range (Mean) | ||
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| 1210 | 1,281 | |||||
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| Unadjusted | 1,070 | 8.48 (3.63) | 1,162 | 8.43 (3.76) | −0.04 (−0.58 to 0.51) | 0.895 | 8–27 (22.1) |
| Adjusted | 1,030 | 8.52 (3.65) | 1,144 | 8.43 (3.77) | −0.13 (−0.66 to 0.39) | 0.623 | 5–27 (21.7) |
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| 1283 | 1,365 | |||||
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| Unadjusted | 1,180 | 13.38 (5.45) | 1,231 | 13.35 (5.13) | −0.09 (−0.77 to 0.56) | 0.799 | 8–30 (23.9) |
| Adjusted | 1,178 | 13.38 (5.45) | 1,221 | 13.40 (5.10) | −0.21 (−0.81 to 0.39) | 0.490 | 8–30 (23.8) |
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| 1201 | 1,269 | |||||
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| Unadjusted | 960 | 13.45 (5.15) | 1,059 | 13.20 (4.96) | −0.26 (−0.95 to 0.43) | 0.456 | 8–26 (20.0) |
| Adjusted | 923 | 13.49 (5.15) | 1,041 | 13.18 (4.96) | −0.44 (−1.09 to 0.21) | 0.180 | 4–25 (19.6) |
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| 1267 | 1,350 | |||||
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| Unadjusted | 1,007 | 14.22 (4.90) | 1,052 | 14.66 (4.60) | 0.40 (−0.14 to 0.94) | 0.144 | 6–31 (20.4) |
| Adjusted | 1,006 | 14.21 (4.90) | 1,044 | 14.70 (4.58) | 0.28 (−0.23 to 0.79) | 0.283 | 6–29 (20.3) |
Results presented (i) for all children with outcome data (unadjusted) and (ii) for those with baseline measurements of each outcome and accounting for age, sex, and stratification effects (adjusted) as the primary pre-specified analysis. N, number of children eligible for follow-up (not withdrawn or deceased). Adjusted: for baseline age, sex, school mean exam score and literacy group (to account for stratification), and baseline measure of the outcome, where available; unadjusted: all children with outcome measures, not adjusted for any baseline or study design characteristics.
Mean difference (intervention-control) are obtained from GEE analysis accounting for school-level clustering.
Mean score and SD at follow-up.
Pencil tap test was conducted at baseline and single digit code transmission task was conducted at 9- and 24-months follow-ups.
Double digit code transmission was conducted at baseline and both follow-ups.
Effect of the IST intervention at 9- and 24-months follow-up on educational achievement (spelling and arithmetic) outcomes for younger (class 1) and older (class 5) children.
| Outcome; | Control (50 Schools) | Intervention (51 Schools) | Mean Difference |
| Cluster-Size; Range (Mean) | ||
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| Mean (SD) | ||||
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| 1,210 | 1,281 | |||||
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| Unadjusted | 1,068 | 11.70 (4.59) | 1,162 | 10.47 (4.57) | −1.23 (−2.21 to −0.24) | 0.015 | 8–27 (22.1) |
| Adjusted | 1,060 | 11.69 (4.59) | 1,133 | 10.49 (4.58) | −0.67 (−1.26 to −0.08) | 0.026 | 8–27 (21.7) |
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| Unadjusted | 1,071 | 4.21 (3.13) | 1,162 | 4.04 (3.26) | −0.17 (−0.60 to 0.26) | 0.433 | 8–27 (22.1) |
| Adjusted | 1,069 | 4.21 (3.12) | 1,143 | 4.07 (3.28) | −0.21 (−0.54 to 0.12) | 0.214 | 8–27 (21.9) |
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| 1,283 | 1,365 | |||||
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| Unadjusted | 1,169 | 31.34 (12.61) | 1,223 | 28.73 (12.36) | −2.73 (−5.26 to −0.19) | 0.035 | 8–30 (23.7) |
| Adjusted | 1,154 | 31.37 (12.60) | 1,214 | 28.76 (12.34) | −0.31 (−1.26 to 0.63) | 0.515 | 8–30 (23.4) |
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| Unadjusted | 1,180 | 31.15 (5.49) | 1,229 | 30.72 (5.17) | −0.49 (−1.40 to 0.42) | 0.294 | 8–30 (23.9) |
| Adjusted | 1,173 | 31.14 (5.50) | 1,210 | 30.73 (5.17) | 0.13 (−0.41 to 0.68) | 0.629 | 8–30 (23.6) |
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| 1,201 | 1,269 | |||||
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| Unadjusted | 961 | 12.03 (3.05) | 1,062 | 11.04 (3.49) | −0.97 (−1.54 to −0.40) | 0.001 | 8–26 (20.0) |
| Adjusted | 954 | 12.02 (3.05) | 1,036 | 11.04 (3.50) | −0.65 (−1.11 to −0.20) | 0.005 | 8–25 (19.7) |
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| Unadjusted | 962 | 5.97 (3.05) | 1,061 | 5.38 (2.97) | −0.59 (−1.08 to −0.10) | 0.018 | 8–26 (20.0) |
| Adjusted | 960 | 5.97 (3.04) | 1,042 | 5.40 (2.97) | −0.60 (−1.02 to −0.19) | 0.005 | 8–25 (19.9) |
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| 1,267 | 1,350 | |||||
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| Unadjusted | 1,010 | 35.28 (12.91) | 1,060 | 33.97 (12.79) | −1.58 (−4.01 to 0.85) | 0.202 | 6–31 (20.5) |
| Adjusted | 996 | 35.33 (12.85) | 1,052 | 34.04 (12.75) | 0.71 (−0.34 to 1.76) | 0.183 | 6–29 (20.3) |
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| Unadjusted | 1,016 | 21.20 (5.47) | 1,062 | 20.15 (5.68) | −1.07 (−2.15 to 0.00) | 0.050 | 6–31 (20.6) |
| Adjusted | 1,009 | 21.20 (5.48) | 1,045 | 20.18 (5.69) | −0.49 (−1.32 to 0.34) | 0.243 | 6–29 (20.3) |
Results presented (i) for all children with outcome data (unadjusted) and (ii) for those with baseline measurements of each outcome and accounting for age, sex, and stratification effects (adjusted) as the primary pre-specified analysis. N, number of children eligible for follow-up (not withdrawn or deceased). Adjusted: for baseline age, sex, school mean exam score and literacy group (to account for stratification) and baseline measure of the outcome, where available; unadjusted: all children with outcome measures, not adjusted for any baseline or study design characteristics.
Mean difference (intervention-control) for scores on spelling and arithmetic are obtained from GEE analysis accounting for school-level clustering.
Mean score and SD at follow-up.
The same class 1 spelling task was given at baseline, 9- and 24-months follow-ups, with different words used for the 24-month follow-up.
Same addition task conducted at 9-months follow-up and at baseline, hence baseline adjustment is for the same task.
The same class 5 spelling task was given at baseline, 9- and 24-months follow-ups, with different words used for the 24-month follow-up.
Same arithmetic task conducted at baseline, 9- and 24-months follow-ups, with different sums used for the 24-month follow-up.
Addition task conducted at baseline and arithmetic task containing addition, subtraction, multiplication, and division conducted at 24-months follow-up, hence baseline adjustment for different task.