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Determinants of basic childhood vaccination coverage in European and OECD countries

Vaccination coverage varies between countries and over time. Using official databases, we extracted data on 50 national-level immunization, socio-economic, demographic, healthcare, and cultural factors, and the uptake of the third dose of diphtheria toxoid, tetanus toxoid, and pertussis vaccines (DT...

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Autores principales: Varbanova, Vladimira, Verelst, Frederik, Hens, Niel, Beutels, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9746410/
https://www.ncbi.nlm.nih.gov/pubmed/36173818
http://dx.doi.org/10.1080/21645515.2022.2123883
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author Varbanova, Vladimira
Verelst, Frederik
Hens, Niel
Beutels, Philippe
author_facet Varbanova, Vladimira
Verelst, Frederik
Hens, Niel
Beutels, Philippe
author_sort Varbanova, Vladimira
collection PubMed
description Vaccination coverage varies between countries and over time. Using official databases, we extracted data on 50 national-level immunization, socio-economic, demographic, healthcare, and cultural factors, and the uptake of the third dose of diphtheria toxoid, tetanus toxoid, and pertussis vaccines (DTP3) and the first dose of measles-containing vaccines (MCV1) for 61 countries between 1990 and 2019. The main branch of the analysis included all covariates, while a secondary branch excluded life-expectancy and child mortality. The statistical analysis was completed in three stages: a variable-selection stage via random forests; multilevel multiple imputation for missing data in the reduced dataset; and generalized estimating equations (GEE) over all imputed datasets with pooled results. Less than 20 covariates were retained after variable-selection. Among a relatively small number of statistically significant (p-value <.05) effects in the pooled GEE results of our main branch, under-5 mortality and long-term orientation culture showed negative associations with both uptake outcomes and GDP per capita a positive association. For MCV1, whether a second dose was integrated into routine immunization appeared as the overall strongest negative correlate. In the secondary analytical branch, results were largely consistent, with a few additional statistically significant effects emerging, mainly related to immunization and healthcare system characteristics. These insights improve our understanding of the main factors influencing vaccine uptake, some of which are broadly contextual (e.g., GDP, socio-cultural factors), requiring bespoke vaccine program approaches, in order to maximize childhood vaccine uptake over time.
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spelling pubmed-97464102022-12-14 Determinants of basic childhood vaccination coverage in European and OECD countries Varbanova, Vladimira Verelst, Frederik Hens, Niel Beutels, Philippe Hum Vaccin Immunother Acceptance – Research Article Vaccination coverage varies between countries and over time. Using official databases, we extracted data on 50 national-level immunization, socio-economic, demographic, healthcare, and cultural factors, and the uptake of the third dose of diphtheria toxoid, tetanus toxoid, and pertussis vaccines (DTP3) and the first dose of measles-containing vaccines (MCV1) for 61 countries between 1990 and 2019. The main branch of the analysis included all covariates, while a secondary branch excluded life-expectancy and child mortality. The statistical analysis was completed in three stages: a variable-selection stage via random forests; multilevel multiple imputation for missing data in the reduced dataset; and generalized estimating equations (GEE) over all imputed datasets with pooled results. Less than 20 covariates were retained after variable-selection. Among a relatively small number of statistically significant (p-value <.05) effects in the pooled GEE results of our main branch, under-5 mortality and long-term orientation culture showed negative associations with both uptake outcomes and GDP per capita a positive association. For MCV1, whether a second dose was integrated into routine immunization appeared as the overall strongest negative correlate. In the secondary analytical branch, results were largely consistent, with a few additional statistically significant effects emerging, mainly related to immunization and healthcare system characteristics. These insights improve our understanding of the main factors influencing vaccine uptake, some of which are broadly contextual (e.g., GDP, socio-cultural factors), requiring bespoke vaccine program approaches, in order to maximize childhood vaccine uptake over time. Taylor & Francis 2022-09-29 /pmc/articles/PMC9746410/ /pubmed/36173818 http://dx.doi.org/10.1080/21645515.2022.2123883 Text en © 2022 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.
spellingShingle Acceptance – Research Article
Varbanova, Vladimira
Verelst, Frederik
Hens, Niel
Beutels, Philippe
Determinants of basic childhood vaccination coverage in European and OECD countries
title Determinants of basic childhood vaccination coverage in European and OECD countries
title_full Determinants of basic childhood vaccination coverage in European and OECD countries
title_fullStr Determinants of basic childhood vaccination coverage in European and OECD countries
title_full_unstemmed Determinants of basic childhood vaccination coverage in European and OECD countries
title_short Determinants of basic childhood vaccination coverage in European and OECD countries
title_sort determinants of basic childhood vaccination coverage in european and oecd countries
topic Acceptance – Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9746410/
https://www.ncbi.nlm.nih.gov/pubmed/36173818
http://dx.doi.org/10.1080/21645515.2022.2123883
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