通过政治和健康行为解释模型对 COVID-19 疫苗接种意向进行细分。
Segmentation of intentions towards COVID-19 vaccine acceptance through political and health behaviour explanatory models.
机构信息
Interactions Research Ltd, Greystones, Wicklow, Ireland.
Psychology Department, Dublin Business School, Dublin, Ireland.
出版信息
Ir J Med Sci. 2022 Oct;191(5):2369-2383. doi: 10.1007/s11845-021-02852-4. Epub 2021 Nov 26.
BACKGROUND
Management of the COVID-19 pandemic has been plagued by an online 'infodemic', not least on the topic of vaccine safety. Failure to vaccinate is often addressed with corrective, factually based information. However, this may be overly simplistic. European vaccine hesitancy levels correlate closely with popularity of populist parties while scientific populism refers specifically to populist distrust in scientific expertise.
AIMS AND METHOD
Combining an evaluation of risk through the health belief model and the cognitive constructs from the theory of planned behaviour, with the influence of populist statements, anticipated regret, trust, and past healthcare behaviour, an online survey explored the components of vaccine decisions amongst a demographically representative Irish adult sample (N = 1995).
RESULTS
The regression model accounted for a large proportion of variance amongst the total sample. A primary set of influences suggests a considered risk evaluative decision-making approach while a second tier of weaker influences incorporates a broader set of values beyond cost-benefit analysis. Six ideological subsets were identified through K-means analysis. Segments were differentiated by subjective norms attitudes (particularly around social media), populist political attitudes, self-efficacy, perceptions of COVID-19 severity, and susceptibility to the condition.
CONCLUSIONS
While the 'right thing to do' is clear when viewed through a lens of scientific expert advice, this is precisely the paradigm which populist movement rejects. Segmentations, such as the outputs from this study, validate the importance of proactively engaging with diverse communities both on and offline and afford a framework for developing and evaluating more refined, targeted, policies and interventions.
背景
新冠疫情的管理一直受到网络“信息疫情”的困扰,尤其是在疫苗安全方面。对于疫苗接种的犹豫,通常通过纠正、基于事实的信息来解决。然而,这可能过于简单化。欧洲的疫苗犹豫程度与民粹主义政党的受欢迎程度密切相关,而科学民粹主义则特指对科学专业知识的民粹主义不信任。
目的和方法
通过健康信念模型评估风险,并结合计划行为理论的认知结构,以及民粹主义言论、预期后悔、信任和过去的医疗保健行为的影响,一项在线调查探讨了在具有代表性的爱尔兰成年人样本(N=1995)中疫苗决策的组成部分。
结果
回归模型解释了总样本中大部分的变异。一组主要影响因素表明了一种深思熟虑的风险评估决策方法,而第二组较弱的影响因素则包含了超出成本效益分析的更广泛的价值观。通过 K 均值分析确定了六个意识形态子集。这些群体的差异在于主观规范态度(特别是围绕社交媒体)、民粹主义政治态度、自我效能感、对 COVID-19 严重程度的感知以及对该疾病的易感性。
结论
虽然从科学专家建议的角度来看,“正确的事情”是明确的,但这正是民粹主义运动所反对的范式。这种细分,如本研究的结果所示,验证了积极与线上和线下的不同群体接触的重要性,并为制定和评估更精细、更有针对性的政策和干预措施提供了框架。
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