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How education and GDP drive the COVID-19 vaccination campaign

BACKGROUND: Since vaccination is the decisive factor for controlling the COVID-19 pandemic, it is important to understand the process of vaccination success which is not well understood on a global level. The study is the first to judge the now completed "first wave" of the vaccination eff...

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Autores principales: Ngo, Vu M., Zimmermann, Klaus F., Nguyen, Phuc V., Huynh, Toan L. D., Nguyen, Huan H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9289083/
https://www.ncbi.nlm.nih.gov/pubmed/35850775
http://dx.doi.org/10.1186/s13690-022-00924-0
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author Ngo, Vu M.
Zimmermann, Klaus F.
Nguyen, Phuc V.
Huynh, Toan L. D.
Nguyen, Huan H.
author_facet Ngo, Vu M.
Zimmermann, Klaus F.
Nguyen, Phuc V.
Huynh, Toan L. D.
Nguyen, Huan H.
author_sort Ngo, Vu M.
collection PubMed
description BACKGROUND: Since vaccination is the decisive factor for controlling the COVID-19 pandemic, it is important to understand the process of vaccination success which is not well understood on a global level. The study is the first to judge the now completed "first wave" of the vaccination efforts. The analysis is very relevant for the understanding why and where the vaccination process observed got stuck by the end of 2021. METHODS: Using data from 118 countries globally and weighted least squared and survival analysis, we identify a variety of factors playing crucial roles, including the availability of vaccines, pandemic pressures, economic strength measured by Gross Domestic Product (GDP), educational development, and political regimes. RESULTS: Examining the speed of vaccinations across countries until the Fall of 2021 when the global process got stuck, we find that initially authoritarian countries are slow in the vaccination process, while education is most relevant for scaling up the campaign, and the economic strength of the economies drives them to higher vaccination rates. In comparison to North and Middle America, European and Asian countries vaccinated initially fast for 5% and 10% vaccination rate thresholds, but became rather slow reaching the 30% vaccination level and above. The findings are robust to various applied estimation methods and model specifications. CONCLUSIONS: Democratic countries are much faster than authoritarian countries in their vaccination campaigns when controlling for other factors. This finding suggests that the quality of government and the political environment play a key role in popular support for government policies and programs. However, despite the early success of their vaccination campaigns, the democratic country group has been confronted with strong concerns of vaccine reluctance among their vast populations, indicating the two most potent variables explaining the speed of the COVID-19 vaccination campaign are education and economic conditions.
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spelling pubmed-92890832022-07-18 How education and GDP drive the COVID-19 vaccination campaign Ngo, Vu M. Zimmermann, Klaus F. Nguyen, Phuc V. Huynh, Toan L. D. Nguyen, Huan H. Arch Public Health Research BACKGROUND: Since vaccination is the decisive factor for controlling the COVID-19 pandemic, it is important to understand the process of vaccination success which is not well understood on a global level. The study is the first to judge the now completed "first wave" of the vaccination efforts. The analysis is very relevant for the understanding why and where the vaccination process observed got stuck by the end of 2021. METHODS: Using data from 118 countries globally and weighted least squared and survival analysis, we identify a variety of factors playing crucial roles, including the availability of vaccines, pandemic pressures, economic strength measured by Gross Domestic Product (GDP), educational development, and political regimes. RESULTS: Examining the speed of vaccinations across countries until the Fall of 2021 when the global process got stuck, we find that initially authoritarian countries are slow in the vaccination process, while education is most relevant for scaling up the campaign, and the economic strength of the economies drives them to higher vaccination rates. In comparison to North and Middle America, European and Asian countries vaccinated initially fast for 5% and 10% vaccination rate thresholds, but became rather slow reaching the 30% vaccination level and above. The findings are robust to various applied estimation methods and model specifications. CONCLUSIONS: Democratic countries are much faster than authoritarian countries in their vaccination campaigns when controlling for other factors. This finding suggests that the quality of government and the political environment play a key role in popular support for government policies and programs. However, despite the early success of their vaccination campaigns, the democratic country group has been confronted with strong concerns of vaccine reluctance among their vast populations, indicating the two most potent variables explaining the speed of the COVID-19 vaccination campaign are education and economic conditions. BioMed Central 2022-07-18 /pmc/articles/PMC9289083/ /pubmed/35850775 http://dx.doi.org/10.1186/s13690-022-00924-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Ngo, Vu M.
Zimmermann, Klaus F.
Nguyen, Phuc V.
Huynh, Toan L. D.
Nguyen, Huan H.
How education and GDP drive the COVID-19 vaccination campaign
title How education and GDP drive the COVID-19 vaccination campaign
title_full How education and GDP drive the COVID-19 vaccination campaign
title_fullStr How education and GDP drive the COVID-19 vaccination campaign
title_full_unstemmed How education and GDP drive the COVID-19 vaccination campaign
title_short How education and GDP drive the COVID-19 vaccination campaign
title_sort how education and gdp drive the covid-19 vaccination campaign
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9289083/
https://www.ncbi.nlm.nih.gov/pubmed/35850775
http://dx.doi.org/10.1186/s13690-022-00924-0
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