Villages will be randomised to receive Integrated Community Case Management (i-CCM) from a passive CHW or Proactive Community Case Management (Pro-CCM) from a CHW that conducts daily active case finding home visits. All villages in both study arms will receive additional interventions that could significantly reduce under-five mortality, including removal of point-of-care fees, clinical staff training at primary health centres, and improvement in health centre infrastructure.