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Table 1 Explanatory variables included in the models

From: Comparing field-collected versus remotely-sensed variables to model malaria risk in the highlands of western Uganda

Variable

Description

Measurement or unit

All

 Latitude

Coordinate specifying the north–south position of a point on Earth’s surface

Decimal degrees

 Longitude

Coordinate specifying the east–west position of a point on Earth’s surface

Decimal degrees

 Distance to level III health facility (Inpatient admission only)

Euclidean distance from the household location to the Level III inpatient health facility

Meters

Environmental

 Village

Village of the household location

Kasanzi, Bunyangoni, or Rwakingi 1A

 Elevation

Distance above sea level

Meters

 Slope

Steepness of the ground surface;\({\mathrm{tan}}^{-1}\left(\frac{\Delta {\text{Elevation}}}{\text{Distance}}\right)\)

Degrees

 Flow direction

Direction of flow out of each cell in a surface raster

Compass direction with 0 corresponding to east

 NDVI

Difference between near-infrared (which vegetation reflects) and red light (which vegetation absorbs)

Range from -1 (bare ground or water) to + 1 (green vegetation)

 Distance to nearest river

Euclidean distance from the household location to the nearest river

Meters

Household

 Age group

The age group of the child

1–5, 5–12, or 12–18 years old

 Sex

The sex of the child

Male or female

 Net

If the child slept under bed net the previous night

Yes or no

 Door

If there is a door in the main room used for sleeping that leads outside

Yes or no

 Window

If there is a window in the main room used for sleeping

Yes or no

 Window screen

If there is a window, whether it completely closes or has screening or not

Yes or no

 Eaves

If there are eaves (space between the roof and wall) in the main room used for sleeping

Yes or no

 Eaves screen

If there are eaves, whether they have screening or not

Yes or no

 Toilet location

Where the toilet is located

In own dwelling, in own yard or plot, or elsewhere

 Water source

The main source of drinking water for household members

Piped water or surface water

 Wealth 1

1st Principal component of Household Survey

 

 Wealth 2

2nd Principal component of household survey

 

 Inpatient admission1

If individual was admitted to an inpatient health facility for malaria within the last year

Yes or no

 uRDT result2

Result of the URSDT administered during the survey

Positive or negative

  1. 1Inpatient admission was only used in predicting uRDT risk
  2. 2uRDT result was only used when predicting hospitalization risk