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Vaccination against COVID-19 in Europe: A Typology Based on Cluster Analysis

This study aims to identify a general typology for the EU27, and subsequently in Romania, regarding the hesitation, acceptance and refusal of vaccination against COVID-19. The analysis we propose below is based on the information contained in Eurobarometer 94.3, the data of which were collected at t...

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Autores principales: Cristea, Darie, Zamfirache, Irina, Zamfirescu, Raisa-Gabriela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9317846/
https://www.ncbi.nlm.nih.gov/pubmed/35886456
http://dx.doi.org/10.3390/ijerph19148603
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author Cristea, Darie
Zamfirache, Irina
Zamfirescu, Raisa-Gabriela
author_facet Cristea, Darie
Zamfirache, Irina
Zamfirescu, Raisa-Gabriela
author_sort Cristea, Darie
collection PubMed
description This study aims to identify a general typology for the EU27, and subsequently in Romania, regarding the hesitation, acceptance and refusal of vaccination against COVID-19. The analysis we propose below is based on the information contained in Eurobarometer 94.3, the data of which were collected at the beginning of most of the national vaccination campaigns in Europe. Based on the attitudes and opinions expressed by the respondents of the European states (EU27), we constructed with the help of the cluster k-means (SPSS) statistical analysis a typology with four categories on the subject of vaccination against COVID-19. Our study proposes a matrix with five items/scenarios on a scale from total agreement to total disagreement. We chose a typology with four attitudinal types (clusters). We subsequently compared the results of the general European analysis with the cluster typology resulting from the same Eurobarometer, the same set of questions, only for the case of Romania, to see if this analysis sheds a specific light on the fact that Romania had a very low vaccination rate compared to other EU Member States.
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spelling pubmed-93178462022-07-27 Vaccination against COVID-19 in Europe: A Typology Based on Cluster Analysis Cristea, Darie Zamfirache, Irina Zamfirescu, Raisa-Gabriela Int J Environ Res Public Health Article This study aims to identify a general typology for the EU27, and subsequently in Romania, regarding the hesitation, acceptance and refusal of vaccination against COVID-19. The analysis we propose below is based on the information contained in Eurobarometer 94.3, the data of which were collected at the beginning of most of the national vaccination campaigns in Europe. Based on the attitudes and opinions expressed by the respondents of the European states (EU27), we constructed with the help of the cluster k-means (SPSS) statistical analysis a typology with four categories on the subject of vaccination against COVID-19. Our study proposes a matrix with five items/scenarios on a scale from total agreement to total disagreement. We chose a typology with four attitudinal types (clusters). We subsequently compared the results of the general European analysis with the cluster typology resulting from the same Eurobarometer, the same set of questions, only for the case of Romania, to see if this analysis sheds a specific light on the fact that Romania had a very low vaccination rate compared to other EU Member States. MDPI 2022-07-14 /pmc/articles/PMC9317846/ /pubmed/35886456 http://dx.doi.org/10.3390/ijerph19148603 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cristea, Darie
Zamfirache, Irina
Zamfirescu, Raisa-Gabriela
Vaccination against COVID-19 in Europe: A Typology Based on Cluster Analysis
title Vaccination against COVID-19 in Europe: A Typology Based on Cluster Analysis
title_full Vaccination against COVID-19 in Europe: A Typology Based on Cluster Analysis
title_fullStr Vaccination against COVID-19 in Europe: A Typology Based on Cluster Analysis
title_full_unstemmed Vaccination against COVID-19 in Europe: A Typology Based on Cluster Analysis
title_short Vaccination against COVID-19 in Europe: A Typology Based on Cluster Analysis
title_sort vaccination against covid-19 in europe: a typology based on cluster analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9317846/
https://www.ncbi.nlm.nih.gov/pubmed/35886456
http://dx.doi.org/10.3390/ijerph19148603
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