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黑暗三性格特质对新冠疫苗接种率及预防工作的影响:来自欧洲新冠调查(ECOS)的见解

Impact of Dark Triad personality traits on COVID-19 vaccination uptake and prevention efforts: insights from the European Covid Survey (ECOS).

作者信息

Bock Sophia, Neumann-Böhme Sebastian, Steinorth Petra

机构信息

Institute for Risk Management and Insurance, University of Hamburg, Moorweidenstraße 18, 20148, Hamburg, Germany.

Hamburg Center for Health Economics, University of Hamburg, Esplanade 36, 20354, Hamburg, Germany.

出版信息

BMC Public Health. 2025 Apr 10;25(1):1352. doi: 10.1186/s12889-025-22471-3.

Abstract

BACKGROUND

Even though the COVID-19 vaccination roll-out in general can be considered as one of the most successful public health campaigns in the history of medicine, general vaccination hesitancy has remained an issue of concern throughout the world. We add to a deeper understanding of vaccination hesitancy by identifying what drives primary vaccination and booster uptake, as well as adherence to simple preventive measures such as physical distancing by investigating the role of Dark Triad personality traits, i.e. Machiavellianism, narcissism, and psychopathy.

METHODS

We investigate data from Germany and the United Kingdom from the European Covid Survey which was collected from 23 December 2021 to 10 January 2022. Logit regressions and random effects regressions were performed to study the effect of dark personality traits on COVID-19-related prevention.

RESULTS

We find a statistically significant association between Dark Triad personality traits and prevention efforts, primary vaccinations, and booster uptake against COVID-19. Specifically, individuals scoring high in psychopathy are associated with a lower likelihood of having received primary immunization. The marginal effect amounts to 3.31%-points. High narcissistic personality traits are correlated with a substantially higher likelihood (4.52%-points) to refuse booster shots after having received the primary vaccinations. Dark Triad personality traits may be relevant factors associated with vaccine-related decision-making. In addition, individuals with higher psychopathic tendencies report significantly lower engagement in other simple preventive behavior, while higher scores in narcissism are associated with higher reported adherence to simple preventive measures.

CONCLUSIONS

Our findings highlight the crucial role that personality plays in pandemic-related prevention. Policymakers, health professionals, and those in charge of health messaging may take these factors into account when devising communication strategies to improve the vaccination uptake and adherence to preventive behaviors. Future pandemics and public health crises would benefit from targeted, nuanced approaches to public health messaging to promote greater public adherence and public health.

摘要

背景

尽管新冠疫苗接种工作总体上可被视为医学史上最成功的公共卫生运动之一,但普遍存在的疫苗犹豫现象仍是全球关注的问题。通过调查黑暗三性格特质(即马基雅维利主义、自恋和精神病态)的作用,我们确定了推动初次疫苗接种、加强针接种以及遵守诸如保持社交距离等简单预防措施的因素,从而加深了对疫苗犹豫现象的理解。

方法

我们调查了来自德国和英国的欧洲新冠调查数据,这些数据于2021年12月23日至2022年1月10日收集。进行了逻辑回归和随机效应回归,以研究黑暗性格特质对新冠相关预防措施的影响。

结果

我们发现黑暗三性格特质与预防措施、初次疫苗接种以及新冠疫苗加强针接种之间存在统计学上的显著关联。具体而言,精神病态得分高的个体接种初次疫苗的可能性较低。边际效应为3.31个百分点。高度自恋的性格特质与初次接种疫苗后拒绝接种加强针的可能性大幅增加(4.52个百分点)相关。黑暗三性格特质可能是与疫苗相关决策的相关因素。此外,具有较高精神病态倾向的个体报告参与其他简单预防行为的程度明显较低,而自恋得分较高与报告的遵守简单预防措施程度较高相关。

结论

我们的研究结果凸显了性格在大流行相关预防中所起的关键作用。政策制定者、卫生专业人员以及负责健康信息传播的人员在制定沟通策略以提高疫苗接种率和对预防行为的依从性时,可考虑这些因素。未来的大流行和公共卫生危机将受益于有针对性、细致入微的公共卫生信息传播方法,以促进公众更高的依从性和公共卫生水平。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6bf0/11984049/eca34c990ec7/12889_2025_22471_Fig1_HTML.jpg

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