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Table 3 Predictors included in the final models of CDR, by crisis

From: A method for small-area estimation of population mortality in settings affected by crises

Domain in causal framework Predictor Crisis
Somalia (2010–2012) South Sudan (2013–2018) Somalia (2014–2018) Nigeria (2016–2019)
  Region X X X  
Exposure to armed attacks/insecurity Incidence of armed conflict incidents X X X  
Exposure to armed attacks/insecurity Incidence of attacks against aid workers Not available X   
Food insecurity and livelihoods Most prevalent livelihood type X X   X
Food insecurity and livelihoods Terms of trade X X   
Food insecurity and livelihoods Cereal staple price     X
Forced displacement Proportion of the population that is internally displaced Not available X   
Nutritional status Rate of admissions of severe malnutrition cases Not available Not available X  
Burden of endemic infectious diseases Health-facility based incidence of malaria Not available   X Not available
Epidemic occurrence and severity Occurrence of epidemics X (any epidemics) X (cholera) X (measles) Not available
Humanitarian service functionality Ratio of humanitarian actors to population     X
Humanitarian service functionality Presence of food sector humanitarian assistance X    
Humanitarian service coverage Food distributed per capita   X   Not available
Health service coverage Vaccination coverage Not available X Not available X