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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