The Transformative Impact of Community-Led Monitoring in the South African Health System: A Comprehensive Analysis.

Community-led monitoring (CLM) is an emerging approach that empowers local communities to actively participate in data collection and decision-making processes within the health system. The research aimed to explore stakeholder perceptions of CLM data and establish a CLM Data Value Chain, covering data collection and its impact. Qualitative data were collected from stakeholders engaged in health programs in South Africa.