ArticleBMJ open2022
Multisite, mixed methods study to validate 10 maternal health system and policy indicators in Argentina, Ghana and India: a research protocol.
Article in BMJ open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The development of proxy indicators to measure workforce well-being in emergency obstetric and neonatal care settings.Journal of global health · 2025Pooled it
- [Un]met Need and [Un]wanted Family Planning: A Cross-Sectional Study Among Women in Argentina, Ghana, and India Examining Characteristics, Reasons, and Alignment With Fertility Desires.Studies in family planning · 2025Article
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- Measuring social, economic, policy, and health system determinants of maternal health and survival: An urgent global priority.PloS one · 2025Article
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- Improving measures of access to legal abortion: A validation study triangulating multiple data sources to assess a global indicator.PloS one · 2023Article
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Corrections and comments
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Authors and funding
15 authors.
Funding
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Abstract
introductionMost efforts to assess maternal health indicator validity focus on measures of service coverage. Fewer measures focus on the upstream enabling environment, and such measures are typically not research validated. Thus, methods for validating system and policy-level indicators are not well described. This protocol describes original multicountry research to be conducted in Argentina, Ghana and India, to validate 10 indicators from the monitoring framework for the 'Strategies toward Ending Preventable Maternal Mortality' (EPMM). The overall aim is to improve capacity to drive and track progress towards achieving the priority recommendations in the EPMM strategies. This work is expected to contribute new knowledge on validation methodology and reveal important information about the indicators under study and the phenomena they target for monitoring. Validating the indicators in three diverse settings will explore the external validity of results. METHODS AND ANALYSIS: This observational study explores the validity of 10 indicators from the EPMM monitoring framework via seven discrete validation exercises that will use mixed methods: (1) cross-sectional review of policy data, (2) retrospective review of facility-level patient and administrative data and (3) collection of primary quantitative and qualitative cross-sectional data from health service providers and clients. There is a specific methodological approach and analytic plan for each indicator, directed by unique, relevant validation research questions. ETHICS AND DISSEMINATION: The protocol was approved by the Office of Human Research Administration at Harvard University in November 2019. Individual study sites received approval via local institutional review boards by January 2020 except La Pampa, Argentina, approved June 2020. Our dissemination plan enables unrestricted access and reuse of all published research, including data sets. We expect to publish at least one peer-reviewed publication per validation exercise. We will disseminate results at conferences and engage local stakeholders in dissemination activities in each study country.
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