Construct | Description | Variable | Justification |
---|---|---|---|
Dependent variable | |||
 Malaria parasitaemia (P. falciparum) | Positive RDT July 2013 Positive RDT April 2014 | Dichotomous (ever positive/never positive) | RDTs are a widely accepted method of malaria detection and may outperform microscopy in some settings [4, 80–82] |
Independent variables | |||
 Ethnicity | Survey date | Dichotomous dummy variable (Batwa/non-Batwa) | Indigenous populations and ethnic minorities have been identified in the literature as being more vulnerable to malaria [14–18] |
 Livestock ownership | Household ownership of animals (any) | Dichotomous (yes/no) | Livestock have been associated with increases in malaria prevalence through zoopotentiation [25, 38], and decreases in prevalence through zooprophylaxis [76, 77, 83] and wealth [26, 33] |
Control variables | |||
 Individual-level | |||
  Sex | Observed sex of participant | Dichotomous (male/female) | Sex is associated with increased risk due to variations in exposure through livelihood or household activities [23, 24] |
  Age | Self-reported age of participant | Continuous (years) | Children, in areas of high transmission, are more vulnerable to infection than adults due to a lack of acquired immunity [10, 20, 21] |
  Malaria-related knowledge | Question: What is the best way to prevent malaria? | Dichotomous dummy variable based on correct identification of avoiding mosquito bites. | Understanding malaria transmission is associated with preventive behaviours [10, 84, 85] |
  Bed net use | Question: Does your household own a mosquito net? | Dichotomous (yes/no) | Insecticide treated and untreated bed nets are associated with significant reductions in malaria prevalence [21, 84, 85] |
 Household-level | |||
  Wealth | Question: Does your household have any of the following items? | Dichotomous dummy variable based on categorization of PCA of variables: cell phone, radio, bicycle, electricity, private latrine, hand washing facilities, remittance, land (lowest 50 % of scores/highest 50 % of scores) | Wealth is associated with access to malaria prevention and health care [10, 31, 84, 85] |
  House construction | Question: What is your roof made of? | Dichotomous (iron sheets/wood or thatch or banana fibre) | Wall materials, open eaves, and window coverings can facilitate vector entry into the home [24, 28, 29] |
  Animals kept inside at night | Question: If you own animals, do your animals come into the house during the night? | Dichotomous dummy variable (yes/no) | Zooprophylaxis/zoopotentiation may be determined by relative proximity of animals to human sleeping quarters [29, 86–88] |