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新冠疫苗接种前后心理健康及预防行为的变化:一项倾向得分匹配(PSM)研究

Changes in Mental Health and Preventive Behaviors before and after COVID-19 Vaccination: A Propensity Score Matching (PSM) Study.

作者信息

Yuan Yue, Deng Zhaomin, Chen Musha, Yin Di, Zheng Jiazhen, Liu Yajie, Liu Xinglai, Zou Huachun, Zhang Chunhuan, Sun Caijun

机构信息

School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen 518107, China.

Guangzhou Center for Disease Control and Prevention, Guangzhou 510440, China.

出版信息

Vaccines (Basel). 2021 Sep 19;9(9):1044. doi: 10.3390/vaccines9091044.

Abstract

Mass vaccination against the COVID-19 pandemic is ongoing worldwide to achieve herd immunity among the general population. However, little is known about how the COVID-19 vaccination would affect mental health and preventive behaviors toward the COVID-19 pandemic. In this study, we conducted a cross-sectional survey to address this issue among 4244 individuals at several COVID-19 vaccination sites in Guangzhou, China. Using univariate analysis and multiple linear regression models, we found that major demographic characteristics, such as biological sex, age, education level, and family per capita income, are the dominant influencing factors associated with health beliefs, mental health, and preventive behaviors. After propensity score matching (PSM) treatment, we further assessed the changes in the scores of health belief, mental health, and preventive behaviors between the pre-vaccination group and the post-vaccination group. When compared to individuals in the pre-vaccination group, a moderate but statistically significant lower score was observed in the post-vaccination group ( = 0.010), implying possibly improved psychological conditions after COVID-19 vaccination. In addition, there was also a moderate but statistically higher score of preventive behaviors in the post-vaccination group than in the pre-vaccination group ( < 0.001), suggesting a higher probability to take preventive measures after COVID-19 vaccination. These findings have implications for implementing non-pharmaceutical interventions combined with mass vaccination to control the rebound of COVID-19 outbreaks.

摘要

全球正在进行针对新冠疫情的大规模疫苗接种,以在普通人群中实现群体免疫。然而,对于新冠疫苗接种如何影响心理健康以及针对新冠疫情的预防行为,人们知之甚少。在本研究中,我们在中国广州的几个新冠疫苗接种点对4244人进行了横断面调查,以解决这一问题。通过单因素分析和多元线性回归模型,我们发现主要人口统计学特征,如生物性别、年龄、教育水平和家庭人均收入,是与健康信念、心理健康和预防行为相关的主要影响因素。经过倾向得分匹配(PSM)处理后,我们进一步评估了接种疫苗前组和接种疫苗后组在健康信念、心理健康和预防行为得分上的变化。与接种疫苗前组的个体相比,接种疫苗后组的得分虽适度但在统计学上显著降低( = 0.010),这意味着新冠疫苗接种后心理状况可能有所改善。此外,接种疫苗后组的预防行为得分也比接种疫苗前组适度但在统计学上更高( < 0.001),表明新冠疫苗接种后采取预防措施的可能性更高。这些发现对于实施非药物干预措施并结合大规模疫苗接种以控制新冠疫情反弹具有启示意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/727e/8473427/203dd14b5ed7/vaccines-09-01044-g001.jpg

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