ArticlePLOS global public health2023
Strengthening provider accountability: A scoping review of accountability/monitoring frameworks for quality of RMNCH care.
Article in PLOS global public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
3 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Highlighting global inequities in health services quality research: a systematic review and quantitative evidence (2014-2023).Health research policy and systems · 2025Pooled it
- Hospital governance accountability challenges in Iran: a qualitative study.BMC health services research · 2025Article
- Quality Care Assessment of Maternal and Child Health Services Among Women in Sagar City: A Cross-Sectional Study.Cureus · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Increasing health providers' accountability is an important element in improving quality of care (QoC) for reproductive, maternal, neonatal, and child health (RMNCH), so as to improve health outcomes of the population in many low- and middle-income countries (LMICs). Implemented RMNCH monitoring initiatives vary in their settings, methods of data collection, and indicators selected for monitoring. The purpose of this study is to evaluate the monitoring/accountability frameworks used by key global monitoring initiatives and provide insights for countries to develop context-customized indicators for RMNCH monitoring and accountability in middle-income countries. The authors conducted a scoping review of key global monitoring initiatives on their monitoring/accountability framework and associated indicators. Data was extracted into a spreadsheet template for analysis. Monitoring/accountability frameworks corresponding to the selected global RMNCH initiatives were described, analyzed, and then categorized the monitoring indicators used by the initiatives according to the type of indicators, quality domains, monitoring levels, and type of services. The results showed that all frameworks regarded developing quality indicators and their monitoring as important elements of accountability and emphasized the role of health systems blocks as inputs for QoC. The researchers demonstrated the importance of measuring quality through both condition-specific and general health system indicators. However, given the different purposes of global monitoring initiatives, the indicators they used varied. We found a lack of indicators measuring QoC of reproductive health. In terms of quality domains, the timeliness and efficiency of RMNCH services were neglected, as few of these indicators were selected for monitoring. Global monitoring initiatives provide valuable frameworks for countries to understand which key indicators need to be tracked to achieve global objectives and develop the foundation for their own accountability/monitoring systems. Gaps in quality indicator design and use emphasize countries need to build on what the global initiatives have achieved to systematically examine quality concerns, develop a tailored and effective accountability/monitoring framework, and improve population health.
Identifiers
What OpenQuestion holds
Registered trials
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.