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Student COVID-19 vaccination preferences in China: A discrete choice experiment
OBJECTIVE: This study uses a discrete choice experiment (DCE) questionnaire to investigate student vaccination preferences for both intrinsic and extrinsic attributes. METHODS: A two-part DCE questionnaire was distributed to 1,138 students through face-to-face interviews at vaccination centers in Qi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9626954/ https://www.ncbi.nlm.nih.gov/pubmed/36339136 http://dx.doi.org/10.3389/fpubh.2022.997900 |
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author | Wang, Siyuan Maitland, Elizabeth Wang, Tiantian Nicholas, Stephen Leng, Anli |
author_facet | Wang, Siyuan Maitland, Elizabeth Wang, Tiantian Nicholas, Stephen Leng, Anli |
author_sort | Wang, Siyuan |
collection | PubMed |
description | OBJECTIVE: This study uses a discrete choice experiment (DCE) questionnaire to investigate student vaccination preferences for both intrinsic and extrinsic attributes. METHODS: A two-part DCE questionnaire was distributed to 1,138 students through face-to-face interviews at vaccination centers in Qingdao, China. Conditional logit models were used to understand student preference trade-offs. Mixed logit models (MLM) and sub-group analysis were conducted to understanding student preference heterogeneity. RESULTS: We found that students preferred vaccines with fewer side effects (β = 0.845; 95% CI, 0.779–0.911), administered through third level health facilities (β = 0.170; 95% CI, 0.110–0.230), and had at least 1 year duration of protection (β = 0.396; 95% CI, 0.332–0.461. Higher perception of COVID-19 risks (β = 0.492; 95% CI, 0.432–0.552) increased the likelihood of student vaccination uptake. Surprisingly, vaccine effectiveness (60%) and percentages of acquaintances vaccinated (60%) reduced vaccination utility, which points to free-rider problems. In addition, we find that student study majors did not contribute to preference heterogeneity, and the main disparities in preferences were attributed to student risk tolerances. CONCLUSION: Both intrinsic and extrinsic attributes were influential factors shaping student preferences for COVID-19 vaccines. Our results inform universities and local governments across China on targeting their vaccination programs. |
format | Online Article Text |
id | pubmed-9626954 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96269542022-11-03 Student COVID-19 vaccination preferences in China: A discrete choice experiment Wang, Siyuan Maitland, Elizabeth Wang, Tiantian Nicholas, Stephen Leng, Anli Front Public Health Public Health OBJECTIVE: This study uses a discrete choice experiment (DCE) questionnaire to investigate student vaccination preferences for both intrinsic and extrinsic attributes. METHODS: A two-part DCE questionnaire was distributed to 1,138 students through face-to-face interviews at vaccination centers in Qingdao, China. Conditional logit models were used to understand student preference trade-offs. Mixed logit models (MLM) and sub-group analysis were conducted to understanding student preference heterogeneity. RESULTS: We found that students preferred vaccines with fewer side effects (β = 0.845; 95% CI, 0.779–0.911), administered through third level health facilities (β = 0.170; 95% CI, 0.110–0.230), and had at least 1 year duration of protection (β = 0.396; 95% CI, 0.332–0.461. Higher perception of COVID-19 risks (β = 0.492; 95% CI, 0.432–0.552) increased the likelihood of student vaccination uptake. Surprisingly, vaccine effectiveness (60%) and percentages of acquaintances vaccinated (60%) reduced vaccination utility, which points to free-rider problems. In addition, we find that student study majors did not contribute to preference heterogeneity, and the main disparities in preferences were attributed to student risk tolerances. CONCLUSION: Both intrinsic and extrinsic attributes were influential factors shaping student preferences for COVID-19 vaccines. Our results inform universities and local governments across China on targeting their vaccination programs. Frontiers Media S.A. 2022-10-19 /pmc/articles/PMC9626954/ /pubmed/36339136 http://dx.doi.org/10.3389/fpubh.2022.997900 Text en Copyright © 2022 Wang, Maitland, Wang, Nicholas and Leng. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Wang, Siyuan Maitland, Elizabeth Wang, Tiantian Nicholas, Stephen Leng, Anli Student COVID-19 vaccination preferences in China: A discrete choice experiment |
title | Student COVID-19 vaccination preferences in China: A discrete choice experiment |
title_full | Student COVID-19 vaccination preferences in China: A discrete choice experiment |
title_fullStr | Student COVID-19 vaccination preferences in China: A discrete choice experiment |
title_full_unstemmed | Student COVID-19 vaccination preferences in China: A discrete choice experiment |
title_short | Student COVID-19 vaccination preferences in China: A discrete choice experiment |
title_sort | student covid-19 vaccination preferences in china: a discrete choice experiment |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9626954/ https://www.ncbi.nlm.nih.gov/pubmed/36339136 http://dx.doi.org/10.3389/fpubh.2022.997900 |
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