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Does a pay-for-performance health service model improve overall and rural–urban inequity in vaccination rates?: A difference-in-differences analysis from the Gambia
Umeå University, Faculty of Medicine, Department of Epidemiology and Global Health. Expanded Program on Immunization, Ministry of Health, Banjul, Gambia; Shifo Foundation, Stockholm, Sweden.ORCID iD: 0000-0003-3786-3021
Umeå University, Faculty of Medicine, Department of Epidemiology and Global Health.ORCID iD: 0000-0001-5471-9043
Medical Research Council Unit The Gambia at the London, School of Hygiene and Tropical Medicine, Bakau, Gambia.
Umeå University, Faculty of Medicine, Department of Epidemiology and Global Health.ORCID iD: 0000-0002-3972-5362
2022 (English)In: Vaccine: X, E-ISSN 2590-1362, Vol. 12, article id 100206Article in journal (Refereed) Published
Abstract [en]

Objective: To assess whether the implementation of a results-based financing (RBF) project in The Gambia resulted in (1) improved national vaccination coverage (2) higher coverage in intervention than non-intervention areas, and (3) improvement in rural–urban coverage inequality.

Methods: The study used a difference-in-differences design, based on repeated cross-sectional data from The Gambian Demographic and Health Surveys 2013 (N = 1650) and 2020 (N = 1456). Full vaccination (receipt of one BCG, 3 OPV, 3 DTP, and 1 measles-containing vaccine doses) and rural–urban vaccination inequality were our outcome variables. The intervention, RBF, was implemented in 5 of the 7 health regions. Covariates controlled for included child’s sex, child’s birth order number, socioeconomic status, ethnicity, distance from health facility, maternal education, mother’s age group, mother’s marital status, and mother’s work status. Poisson regression with robust variance was used to estimate whether coverage changed, and difference-in-differences and difference-in-differences-in-differences were used to ‘assess differences in vaccination coverage change and change in inequalities, respectively.

Results: Total crude full vaccination coverage in The Gambia was 76% in 2013 and 84.6% in 2020. Overall vaccination significantly increased by 16% (95% CI: 9% to 24%) in 2020 compared to 2013, but with a smaller increase in intervention relative to non-intervention areas [PRR 0.88 (CI: 0.78–0.99)]. Rural-urban inequality in vaccination coverage decreased more – by 13% [0.87 (0.78–0.98)] – in RBF than non-RBF regions.

Conclusion: Vaccination coverage improved over the study period though we have no evidence to ascribe the coverage gains to the RBF intervention. However, our study suggests that the RBF project has contributed to reducing rural–urban inequalities in the regions it was implemented.

Place, publisher, year, edition, pages
Elsevier, 2022. Vol. 12, article id 100206
Keywords [en]
Vaccination inequalities, Vaccination coverage, Results-based financing, Pay-for-performance, Residential inequalities
National Category
Public Health, Global Health and Social Medicine
Research subject
Public health
Identifiers
URN: urn:nbn:se:umu:diva-198838DOI: 10.1016/j.jvacx.2022.100206ISI: 000849971800001PubMedID: 36051748Scopus ID: 2-s2.0-85136463122OAI: oai:DiVA.org:umu-198838DiVA, id: diva2:1690214
Funder
Umeå UniversityFamiljen Erling-Perssons StiftelseAvailable from: 2022-08-25 Created: 2022-08-25 Last updated: 2025-02-20Bibliographically approved
In thesis
1. Closing the vaccination gap: actionable targets and impact of interventions to improve coverage and urban-rural equity in the Gambia
Open this publication in new window or tab >>Closing the vaccination gap: actionable targets and impact of interventions to improve coverage and urban-rural equity in the Gambia
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Alternative title[sv]
Minska vaccinationsklyftan : förbättringsområden och interventionseffekter för att öka täckningen och jämlikhet över stad och land i Gambia
Abstract [en]

Aim: This thesis aimed to identify potential targets that can be leveraged to enhance vaccination coverage and urban-rural equity, and to evaluate the impact of large-scale interventions on coverage and urban-rural equity in The Gambia.

Methods: This study consists of four quantitative substudies. The data sources used were The Gambian Demographic and Health Survey (2013: n = 1,660; 2020: n = 1,456); an electronic register (n = 41,720 from 2019 to 2020); and a paper-based register (n = 16,972 from 2019 to 2020 and n = 61,839 from 2021 to 2022). The main outcome variables were full basic vaccination and Hepatitis B birth dose timeliness among children aged 12–23 months. The analysis methods used were counterfactual, decomposition, multilevel, difference-in-differences, and controlled interrupted time series analysis.

Findings: Potential targets: missed vaccination opportunities lowered vaccination by more than 10% and explained almost all (95%) of the urban-rural inequity among children who had missed opportunities. Children with delayed or non-vaccinated history, due for vaccination in the third quarter, or vaccinated in private facilities had higher odds of under-vaccination while those vaccinated in more than facility or in facilities with a birth dose-to-health worker ratio of 100–299 had lower odds. Impact of interventions: vaccination coverage improvement was lower (12%) but inequity decreased more in regions that implemented the pay-for-performance scheme. The Hepatitis B birth dose intervention led to a small (2.1%) improvement in timely Hepatitis B vaccination at birth, especially in facilities with the worst performance at baseline.

Conclusions: This thesis has identified several potential targets for improving the vaccination gap. Intervening in the identified factors with consideration for their differential impact in urban and rural areas could improve vaccination coverage and equity in The Gambia and contribute to achieving global vaccination goals. The thesis highlighted the impact of two interventions. However, it does not attribute the improvements in coverage to the pay-for-performance scheme but suggests that it might have contributed to reducing urban-rural inequity. Given the intervention’s impact, the Hepatitis B birth dose intervention alone is insufficient to drive timeliness to the desired 90% coverage for elimination.

Place, publisher, year, edition, pages
Umeå: Umeå University, 2025. p. 92
Series
Umeå University medical dissertations, ISSN 0346-6612 ; 2337
Keywords
vaccination, immunization, coverage, equity, timeliness, Hepatitis B, pay-for-performance
National Category
Public Health, Global Health and Social Medicine
Research subject
Public health
Identifiers
urn:nbn:se:umu:diva-233494 (URN)9789180705639 (ISBN)9789180705646 (ISBN)
Public defence
2025-01-31, Triple Helix (ULED A.310), Universitetsledningshuset, Umeå, 09:00 (English)
Opponent
Supervisors
Note

ISBN inte angivet i fulltext. 

ISBN not specified in full text.

Available from: 2025-01-10 Created: 2025-01-07 Last updated: 2025-02-20Bibliographically approved

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Sowe, AlieuNamatovu, FredinahGustafsson, Per E.

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