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Table 1 Characteristics of the study participants (N = 6293), households (N = 5619) and fokontany (N = 182)

From: Identification of factors associated with residual malaria transmission using school-based serological surveys in settings pursuing elimination

Fokontany-level variables

Mean (range)

Individual-level variables

n (%)

Climatic, environmental and land cover

RDT positive

53 (0.8)

 NDVI lag-1

0.5 (0.3–0.8)

PfAMA1 Ab seropositive

443 (7.0)

 LST Day lag-1 (°C)

25.1 (18.1–30.4)

Age (years)

 Forests (%)

1.7 (0.0–65.2)

2–8

2,310 (36.7)

 Woodlands (%)

12.2 (0.0–100.0)

9–10

1,763 (28.0)

 Grasslands or cereals (%)

80.0 (0.0–100.0)

11–12

1,549 (24.6)

 Wet, croplands or mosaics (%)

2.6 (0.0–100.0)

13–14

671 (10.7)

 Other land cover classes (%)a

0.2 (0.0–20.0)

Sex (male)

2,984 (47.4)

 Elevation (m)

1305.3 (773.3–2140.7)

Fever last 2 weeks

481 (7.6)

Travel in last 2 months

213 (3.4)

 School RDT prevalence, % (SD)

0.9 (2.8)

Use of ITN last night

2,792 (44.4)

 PfAMA1 Ab seroprevalence, % (SD)

7.2 (11.0)

Presence of RDT positive household member

24 (0.4)

 Distance > 5 km from health facility, n (%)

59 (32.4)

  

Household-level variables

  

 No. of members, mean (SD)

6.5 (2.3)

  

 No. of ITNs, n (%)

  

  0

2,148 (38.2)

  

  1

357 (6.4)

  

  2–4

2990 (53.2)

  

  5–10

124 (2.2)

  
  1. NDVI Normalized Difference Vegetation Index at the previous month; LST daytime Land Surface Temperature and emissivity composites at the previous month; ITNs insecticide-impregnated mosquito-nets; SD standard deviation
  2. aShrublands, wetlands, barren, or water bodies land cover