ArticleThe Milbank quarterly2017
Better Measurement for Performance Improvement in Low- and Middle-Income Countries: The Primary Health Care Performance Initiative (PHCPI) Experience of Conceptual Framework Development and Indicator Selection.
Article in The Milbank quarterly, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 105 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
105 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
- An examination of primary health care nursing service evaluation using the Donabedian model: A systematic review.Research in nursing & health · 2023Pooled it
- Variability in Health Care Quality Measurement among Studies Using Service Provision Assessment Data from Low- and Middle-Income Countries: A Systematic Review.The American journal of tropical medicine and hygiene · 2020Pooled it
- Assessment of the performance of primary healthcare in eight African countries: based on the Composite Fuzzy Index.BMJ global health · 2026Article
- Mapping Quality Indicators in Primary Health Care: A Scoping Review of Contemporary Approaches and Persistent Measurement Gaps.Healthcare (Basel, Switzerland) · 2026Review
- Temporal changes in chronic disease management in primary care in relation to telehealth policy changes: Australian whole-of-population interrupted time-series analysis.Family practice · 2026Article
- Indicators, frameworks, and influencing factors for evaluating the performance of mental health programs in primary health care: a scoping review.BMC health services research · 2026Article
- Development and Validation of the Primary Care Needs Assessment (PCNA) Questionnaire: A Participatory Multidimensional Approach to Identifying Health Needs.Healthcare (Basel, Switzerland) · 2026Article
- Acceptability of a Healthcare Performance Evaluation System Among Professionals in Rural Areas of Ethiopia, Tanzania, and Uganda Three Years After Its Implementation.International journal of environmental research and public health · 2026Article
- Advocacy and policy leadership training for primary care: a global environmental scan of competency frameworks, interventions, and strategic priorities.Frontiers in medicine · 2026Review
- Disability inclusion in the Brazilian health system: results of a health system assessment.Global health action · 2025Article
- Resilient health systems appraisal model. whole-of-system approach to health system resilience in fragile contexts: a best-fit framework synthesis.Conflict and health · 2025Article
- Article
- Measuring what matters: key indicators for performance and resilience in fragile, low-income contexts. A scoping review.Health research policy and systems · 2025Article
- How to measure the core functions of primary care in low-income and middle-income country settings.BMJ global health · 2025Review
- Health system challenges and facilitators associated with adaptive cycling deployment of multiple first-line treatment for uncomplicated malaria: a pilot study in a malaria-endemic region of Kenya.Malaria journal · 2025Article
- Unlocking value: a comprehensive costing study of primary health care service delivery in Tanzania.BMC primary care · 2025Article
- Measuring the strength of primary care: development of a new system of Structural Indicators for the Strength of Primary Care - SiSPC.Primary health care research & development · 2025Article
- Study on regional disparities and influencing factors of public health service supply in China from the perspective of fairness.BMC health services research · 2025Article
- Setting health systems research priorities for Afghanistan: an application of the child health and nutrition research initiative (CHNRI) methodology to set a roadmap to 2030.BMJ global health · 2025Article
45 more citing papers are in PubMed but not listed here.
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Authors and funding
11 authors.
Funding
Abstract
Policy Points: Strengthening accountability through better measurement and reporting is vital to ensure progress in improving quality primary health care (PHC) systems and achieving universal health coverage (UHC). The Primary Health Care Performance Initiative (PHCPI) provides national decision makers and global stakeholders with opportunities to benchmark and accelerate performance improvement through better performance measurement. Results from the initial PHC performance assessments in low- and middle-income countries (LMICs) are helping guide PHC reforms and investments and improve the PHCPI's instruments and indicators. Findings from future assessment activities will further amplify cross-country comparisons and peer learning to improve PHC. New indicators and sources of data are needed to better understand PHC system performance in LMICs. CONTEXT: The Primary Health Care Performance Initiative (PHCPI), a collaboration between the Bill and Melinda Gates Foundation, The World Bank, and the World Health Organization, in partnership with Ariadne Labs and Results for Development, was launched in 2015 with the aim of catalyzing improvements in primary health care (PHC) systems in 135 low- and middle-income countries (LMICs), in order to accelerate progress toward universal health coverage. Through more comprehensive and actionable measurement of quality PHC, the PHCPI stimulates peer learning among LMICs and informs decision makers to guide PHC investments and reforms. Instruments for performance assessment and improvement are in development; to date, a conceptual framework and 2 sets of performance indicators have been released.
methodsThe PHCPI team developed the conceptual framework through literature reviews and consultations with an advisory committee of international experts. We generated 2 sets of performance indicators selected from a literature review of relevant indicators, cross-referenced against indicators available from international sources, and evaluated through 2 separate modified Delphi processes, consisting of online surveys and in-person facilitated discussions with experts.
findingsThe PHCPI conceptual framework builds on the current understanding of PHC system performance through an expanded emphasis on the role of service delivery. The first set of performance indicators, 36 Vital Signs, facilitates comparisons across countries and over time. The second set, 56 Diagnostic Indicators, elucidates underlying drivers of performance. Key challenges include a lack of available data for several indicators and a lack of validated indicators for important dimensions of quality PHC.
conclusionsThe availability of data is critical to assessing PHC performance, particularly patient experience and quality of care. The PHCPI will continue to develop and test additional performance assessment instruments, including composite indices and national performance dashboards. Through country engagement, the PHCPI will further refine its instruments and engage with governments to better design and finance primary health care reforms.
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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.