Pneumonia and malaria are the two leading causes of morbidity and mortality among children under five in sub-Saharan Africa. Due to limited access to health services in many developing countries, a number of global health organizations, including the World Health Organization, have strongly advocated the use of community health workers (CHWs) to deliver basic health care in the community and to facilitate referral to primary health facilities.