ArticleSocial science & medicine (1982)2022
A standardized approach for measuring multivariate equity in vaccination coverage, cost-of-illness, and health outcomes: Evidence from the Vaccine Economics Research for Sustainability & Equity (VERSE) project.
Article in Social science & medicine (1982), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06819839 (Impact of a Community Health Worker Care Model to Reduce Cardiovascular Disease Risk Among Conflict-affected Populations in Eastern Myanmar), which is not on this map. Cited by 11 papers.
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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
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Impact of a Community Health Worker Care Model to Reduce Cardiovascular Disease Risk Among Conflict-affected Populations in Eastern Myanmar: a Cluster Randomized Controlled Trial (cRCT)
Who cites it
11 citing papers in PubMed.
- Medication adherence in pet bird owners: index development and assessment of various application types via an online questionnaire.BMC veterinary research · 2026Article
- Inequity in the use of long-lasting insecticidal nets before and after nationwide mass distribution campaign in 48 districts of Uganda: VERSE toolkit analysis.BMC public health · 2025Article
- Coverage and distributional benefit-cost of rotavirus vaccine in Uganda: an analysis of routine health facility aggregated data.Cost effectiveness and resource allocation : C/E · 2024Article
- Inequality in Childhood Immunization Coverage: A Scoping Review of Data Sources, Analyses, and Reporting Methods.Vaccines · 2024Article
- Equity in vaccine coverage in Uganda from 2000 to 2016: revealing the multifaceted nature of inequity.BMC public health · 2024Article
- Group-based trajectory models of integrated vaccine delivery and equity in low- and middle-income countries.International journal for equity in health · 2024Article
- Multivariate assessment of vaccine equity in Nigeria: A VERSE tool case study using demographic and health survey 2018.Vaccine: X · 2023Article
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- Coverage and Equity of Childhood Vaccines in China.JAMA network open · 2022Article
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Following a call from the World Health Organization in 2017 for a methodology to monitor immunization coverage equity in line with the 2030 Agenda for Sustainable Development, this study outlines a standardized approach for measuring multivariate equity in vaccine coverage, economic impact, and health outcomes. The Vaccine Economics Research for Sustainability & Equity (VERSE) composite vaccination equity measurement approach is derived from literature on the measurement of socioeconomic inequality combined with measures of direct unfairness in healthcare access. The final metrics take the form of a concentration index for vaccination coverage where individuals are ranked by multivariate unfairness in access and an absolute equity gap representing the difference in coverage between the top and bottom quintiles of individuals ranked by multivariate unfairness in access. Regression decomposition is applied to the concentration index to determine each factor's relative influence on observed inequity. These methods are applied to India's National Family Health Survey (NFHS) from 2015 to 2016 to assess the equity in being fully-immunized for age vaccination coverage and zero-dose status. The multivariate absolute equity gap is 0.120 (SE: 003) and 0.371 (SE: 0.008) for zero-dose status and fully-immunized for age, respectively. Therefore, the most disadvantaged quintile is 12 percentage points more likely to be zero-dose than the most advantaged quintile and 37.1 percentage points less likely to be fully immunized. The primary correlate of unfair disadvantage for both outcomes is maternal education accounting for 27.4% and 19.1% of observed inequality. The VERSE model provides a standardized approach for measuring multivariate vaccine coverage equity. It also allows policymakers to determine the relative magnitude of factors influencing multivariate equity rather than only the correlates of socioeconomic or bivariate equity. This framework could be adapted to track equitable progress toward Universal Health Coverage (UHC) or outcomes beyond the vaccine space.
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