ReviewHuman resources for health2019
A conceptual framework for measuring community health workforce performance within primary health care systems.
Review in Human resources for health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 77 papers, 3 of them syntheses that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
77 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Performance measurement systems in primary health care: a systematic literature review.BMC health services research · 2025Pooled it
- Performance-based incentives and community health workers' outputs, a systematic review.Bulletin of the World Health Organization · 2021Pooled it
- Community health workers for pandemic response: a rapid evidence synthesis.BMJ global health · 2020Pooled it
- Educational WhatsApp-delivered intervention based on social cognitive theory to promote leishmaniosis preventive behavior of health ambassadors: a randomized controlled trial.BMC infectious diseases · 2024Trial
- Retention and attrition of community health volunteers in rural Malawi; a mixed-methods study.BMC public health · 2026Article
- Article
- Evaluating health service delivery frameworks for assessing community health worker performance in LMICs: a mixed-method systematic review protocol.Systematic reviews · 2026Article
- Review
- Implementation process and acceptability of the electronic community health information system among community health workers in Kenya.Frontiers in health services · 2026Article
- Process evaluation of enhanced community health system activities to improve detection and management of acute malnutrition in Samburu County, Kenya.PLOS global public health · 2026Article
- Comparing global and community indicators of safety and peace.African journal of psychological assessment · 2026Article
- Optimizing people's movement across the health system: a scoping review of referral systems within a primary health care approach.Primary health care research & development · 2025Article
- Preparing tomorrow's health entrepreneurs: a collaborative multi-stakeholder approach to identifying core competencies and training needs of future professionals.BMC health services research · 2025Article
- Contributions of a community health worker program in improving district health system performance in South Africa, using routine health service variables in a quasi-experimental study design.BMC health services research · 2025Article
- Performance of community health volunteers during the COVID-19 pandemic: assessing the enablers and challenges in Machakos County, Kenya.Primary health care research & development · 2025Article
- Public Understanding of and Engagement With Community Health Workers and Promotores de Salud: Findings From Two National Surveys.Preventing chronic disease · 2025Article
- The impact of the Lesotho health reform in the re-structuring of the village health workers program.BMC health services research · 2025Article
- The equivalent value (EV)-based workload assessment of primary healthcare workers in Beijing, China.Human resources for health · 2025Article
- Bridging communities, prevention, and heart health: U.S. strategies for CHW cardiovascular training and integration.Frontiers in epidemiology · 2025Review
- Do cash or digital payment modalities affect community health worker performance? - a case study of a remote refugee settlement in Western Uganda.Global health action · 2024Article
17 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
26 authors.
Funding
Abstract
backgroundWith the 40th anniversary of the Declaration of Alma-Ata, a global effort is underway to re-focus on strengthening primary health care systems, with emphasis on leveraging community health workers (CHWs) towards the goal of achieving universal health coverage for all. Institutionalizing effective, sustainable community health systems is currently limited by a lack of standard metrics for measuring CHW performance and the systems they work within. Developed through iterative consultations, supported by the Bill & Melinda Gates Foundation and in partnership with USAID and UNICEF, this paper details a framework, list of indicators, and measurement considerations for monitoring CHW performance in low- and middle-income countries.
methodsA review of peer-reviewed articles, reports, and global data collection tools was conducted to identify key measurement domains in monitoring CHW performance. Three consultations were successively convened with global stakeholders, community health implementers, advocates, measurement experts, and Ministry of Health representatives using a modified Delphi approach to build consensus on priority indicators. During this process, a structured, web-based survey was administered to identify the importance and value of specific measurement domains, sub-domains, and indicators determined through the literature reviews and initial stakeholder consultations. Indicators with more than 75% support from participants were further refined with expert qualitative input.
resultsTwenty-one sub-domains for measurement were identified including measurement of incentives for CHWs, supervision and performance appraisal, data use, data reporting, service delivery, quality of services, CHW absenteeism and attrition, community use of services, experience of services, referral/counter-referral, credibility/trust, and programmatic costs. Forty-six indicators were agreed upon to measure the sub-domains. In the absence of complete population enumeration and digitized health information systems, the quality of metrics to monitor CHW programs is limited.
conclusionsBetter data collection approaches at the community level are needed to strengthen management of CHW programs and community health systems. The proposed list of metrics balances exhaustive and pragmatic measurement of CHW performance within primary healthcare systems. Adoption of the proposed framework and associated indicators by CHW program implementors may improve programmatic effectiveness, strengthen their accountability to national community health systems, drive programmatic quality improvement, and plausibly improve the impact of these programs.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.