ArticleBMC public health2023
Predicting COVID-19 vaccination intentions: the roles of threat appraisal, coping appraisal, subjective norms, and negative affect.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Cognitive factors associated with willingness to receive three important vaccines among older adults: A protection motivation theory perspective.Human vaccines & immunotherapeutics · 2026Article
- Investigating Oral Health Information Avoidance Among Chinese Young Adults: The Roles of Subjective Norms, Message Fatigue, and Loss Aversion-A Cross-Sectional Study.Behavioral sciences (Basel, Switzerland) · 2026Article
- Tourists' intention to adopt forest conservation behavior in the Zagros region of Iran.Scientific reports · 2026Article
- Examining the Effects of the Protection Motivation Theory-Based Online Intervention on Improving the Cognitive Behavioral Outcomes of Caregivers of Children With Atopic Diseases: Quasi-Experimental Study.Journal of medical Internet research · 2025Article
- The Impact of Disease X on Potential Travelers' Travel Decision.International journal of environmental research and public health · 2024Article
- Links between Vaccination Fear-, Anxiety-, Alexithymia-, and Type D Personality-Related Vaccination Decisions: A Network Analysis in a Multicultural Sample.Behavioral sciences (Basel, Switzerland) · 2024Article
- Exploring the determinants of online health service usage intentions under the threat of air pollution.Frontiers in public health · 2024Article
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Authors and funding
4 authors.
Funding
Abstract
backgroundAs a new disease, communities possess little natural immunity to COVID-19 and vaccines are considered critical to preventing and reducing the incidence of severe illness. This study, inspired by Protection Motivation Theory (PMT), examines the relationship between citizens' threat appraisal, coping appraisal, subjective norms, negative affect, and their COVID-19 vaccination intentions.
methodsA sample of 340 citizens from two main cities in Mainland China, Xi'an and Wuxi, was used for data analysis. Structural Equation Modeling (SEM) was employed with latent and observed variables to test hypotheses. Data were analyzed using AMOS 24.0.
resultsSeveral findings extend current understanding. Firstly, our proposed model explains 73% of the variance in vaccination intentions. Secondly, perceived severity only indirectly shapes COVID-19 vaccination intentions through negative affect. Thirdly, negative affect and response costs are negatively related to COVID-19 vaccination intentions. Finally, Perceived probability, subjective norms, response efficacy and self-efficacy are positively related to COVID-19 vaccination intentions; among them, self-efficacy contributes the most, followed by response efficacy and subjective norms, and lastly perceived probability.
conclusionTheoretically, this study increases current understanding about subjective norms and affective responses. We provoke a certain amount of thought about the role of affect response in relation to threat appraisal and vaccination intentions. Specifically, governments must be vigilant that citizens' negative affect, such as fear, may cause vaccine hesitation.
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