Results of research from India, Tanzania, and Malawi showed that hospital-level guidelines and the provision of care for moderately low birthweight infants varied across and within countries. The study supports evidence-based planning of large-scale interventions. Multi-site partnerships in global health research are critical to avoid duplication and build a stronger evidence base.