Effects of performance based financing on facility autonomy and accountability: Evidence from Zambia

•PBF can enhance financial and managerial autonomy, and accountability in service delivery.•Additional financing is a necessary but insufficient for enhancing autonomy and accountability.•PBF promoted good governance by re-enforcing existing structures and mechanisms.•The magnitude of change across the implementing entities can be different.