The percentage of the population living below the poverty line was designated an independent variable because of its relevance to policy decisions on education, health, decentralization of resource management, and preventive measures. As predictor variables, child labor and poverty both were significantly correlated with malnutrition (as measured by the percentage of population that was undernourished), whereas the percentage of HIV/AIDS among adults was not significantly related to malnutrition.