Cargando…
COVID-19 Vaccine Hesitancy in China: An Analysis of Reasons through Mixed Methods
This study aims to investigate the causes of COVID-19 vaccine hesitancy among the Chinese population. The LDA model and content analysis were used to analyze the content of COVID-19 vaccine hesitancy expressed by the Chinese on Weibo from 2020 to 2022, the leading causes of vaccine hesitancy, and th...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10051912/ https://www.ncbi.nlm.nih.gov/pubmed/36992296 http://dx.doi.org/10.3390/vaccines11030712 |
_version_ | 1785015005190553600 |
---|---|
author | Sun, Yao Li, Xi Guo, Difan |
author_facet | Sun, Yao Li, Xi Guo, Difan |
author_sort | Sun, Yao |
collection | PubMed |
description | This study aims to investigate the causes of COVID-19 vaccine hesitancy among the Chinese population. The LDA model and content analysis were used to analyze the content of COVID-19 vaccine hesitancy expressed by the Chinese on Weibo from 2020 to 2022, the leading causes of vaccine hesitancy, and the changes in the reasons for vaccine hesitancy over time. The study found that when the Chinese expressed vaccine hesitancy, it usually involved themes such as information access (18.59%), vaccination services (13.91%), and physical illness (13.24%), and topics such as vaccination process (6.83%), allergic diseases (6.59%), and international news (6.43%). Constraints (35.48%), confidence (17.94%), and calculation (15.99%) are the leading causes of vaccine hesitancy on Weibo. These findings provide a comprehensive picture of how the Chinese express vaccine hesitancy in social media and the reasons and changes for vaccine hesitancy, which can help inspire public health experts, health organizations, or governments in various countries to improve the phenomenon of vaccine hesitancy. |
format | Online Article Text |
id | pubmed-10051912 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100519122023-03-30 COVID-19 Vaccine Hesitancy in China: An Analysis of Reasons through Mixed Methods Sun, Yao Li, Xi Guo, Difan Vaccines (Basel) Article This study aims to investigate the causes of COVID-19 vaccine hesitancy among the Chinese population. The LDA model and content analysis were used to analyze the content of COVID-19 vaccine hesitancy expressed by the Chinese on Weibo from 2020 to 2022, the leading causes of vaccine hesitancy, and the changes in the reasons for vaccine hesitancy over time. The study found that when the Chinese expressed vaccine hesitancy, it usually involved themes such as information access (18.59%), vaccination services (13.91%), and physical illness (13.24%), and topics such as vaccination process (6.83%), allergic diseases (6.59%), and international news (6.43%). Constraints (35.48%), confidence (17.94%), and calculation (15.99%) are the leading causes of vaccine hesitancy on Weibo. These findings provide a comprehensive picture of how the Chinese express vaccine hesitancy in social media and the reasons and changes for vaccine hesitancy, which can help inspire public health experts, health organizations, or governments in various countries to improve the phenomenon of vaccine hesitancy. MDPI 2023-03-22 /pmc/articles/PMC10051912/ /pubmed/36992296 http://dx.doi.org/10.3390/vaccines11030712 Text en © 2023 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 Sun, Yao Li, Xi Guo, Difan COVID-19 Vaccine Hesitancy in China: An Analysis of Reasons through Mixed Methods |
title | COVID-19 Vaccine Hesitancy in China: An Analysis of Reasons through Mixed Methods |
title_full | COVID-19 Vaccine Hesitancy in China: An Analysis of Reasons through Mixed Methods |
title_fullStr | COVID-19 Vaccine Hesitancy in China: An Analysis of Reasons through Mixed Methods |
title_full_unstemmed | COVID-19 Vaccine Hesitancy in China: An Analysis of Reasons through Mixed Methods |
title_short | COVID-19 Vaccine Hesitancy in China: An Analysis of Reasons through Mixed Methods |
title_sort | covid-19 vaccine hesitancy in china: an analysis of reasons through mixed methods |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10051912/ https://www.ncbi.nlm.nih.gov/pubmed/36992296 http://dx.doi.org/10.3390/vaccines11030712 |
work_keys_str_mv | AT sunyao covid19vaccinehesitancyinchinaananalysisofreasonsthroughmixedmethods AT lixi covid19vaccinehesitancyinchinaananalysisofreasonsthroughmixedmethods AT guodifan covid19vaccinehesitancyinchinaananalysisofreasonsthroughmixedmethods |