The explanatory variables were (i) epidemiologic variables: yearly proportion of P.falciparum cases, yearly case fatality rate (CFR); (ii), demographic variables: yearly proportion of population in risk areas; (iii) service variables: yearly amount of DDT used for spraying; and (iv) economic variables: yearly gross domestic product (GDP) per capita and government budget for national malaria control.