Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1784755156719501312 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9317846 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT cristeadarie vaccinationagainstcovid19ineuropeatypologybasedonclusteranalysis AT zamfiracheirina vaccinationagainstcovid19ineuropeatypologybasedonclusteranalysis AT zamfirescuraisagabriela vaccinationagainstcovid19ineuropeatypologybasedonclusteranalysis |