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将以患者为中心的方法与疫苗犹豫研究相结合:应用潜在剖面分析来识别疫苗犹豫亚群,并评估其与相关因素和疫苗接种结果的关系。

Integrating the person-centered approach with the study of vaccine hesitancy: Applying latent profile analysis to identify vaccine hesitancy subpopulations and assess their relations with correlates and vaccination outcomes.

机构信息

The University of South Alabama, Mitchell College of Business, United States.

出版信息

Vaccine. 2023 Jul 25;41(33):4823-4835. doi: 10.1016/j.vaccine.2023.06.057. Epub 2023 Jun 23.

Abstract

In scholarly and popular discussions of vaccine hesitancy, authors have repeatedly referred to different "types" of vaccine hesitant individuals; however, almost all modern research on vaccine hesitancy utilizes variable-centered approaches to identify the relation of variables rather than a person-centered approach to identify subpopulations, which suggests that a discrepancy exists between conceptual discussions and empirical research on vaccine hesitancy. For this reason, the current article conducts a latent profile analysis (LPA) on the dimensions of a well-supported vaccine hesitancy measure, which assess hesitancy towards vaccines in general. We also assess the relations of the resultant profiles (e.g., subpopulations) with relevant self-reported outcomes and correlates, wherein most of our outcomes are associated with COVID-19 and flu vaccines. Our LPA results support the existence of eight vaccine hesitancy profiles. The profile with the most unfavorable vaccination outcomes (e.g., willingness, receipt, and word-of-mouth) was associated with greater perceptions that vaccines cause health risks and unneeded when healthy; the profile with the most favorable vaccination outcomes was associated with low levels of all vaccine hesitancy dimensions. The other profiles produced a clear gradient between these two extremes. The profiles also differed regarding their standing on correlates, but the clearest difference was their relation with political orientation. Profiles with more unfavorable vaccination outcomes were associated with conservatism, whereas profiles with more favorable vaccinations outcomes were associated with liberalism. These results provide a new perspective for current understandings of vaccine hesitancy and open several avenues for future research.

摘要

在关于疫苗犹豫的学术和大众讨论中,作者反复提到了不同的“类型”的疫苗犹豫者;然而,几乎所有关于疫苗犹豫的现代研究都利用变量中心方法来确定变量之间的关系,而不是采用以人为中心的方法来确定亚人群,这表明在疫苗犹豫的概念讨论和实证研究之间存在差异。出于这个原因,本文对一个经过充分支持的疫苗犹豫衡量标准的维度进行了潜在类别分析(LPA),该衡量标准评估了对疫苗的总体犹豫程度。我们还评估了由此产生的类别(例如,亚人群)与相关的自我报告结果和相关因素的关系,其中我们的大多数结果都与 COVID-19 和流感疫苗有关。我们的 LPA 结果支持存在八种疫苗犹豫类别。与最不利的疫苗接种结果(例如,意愿、接种和口碑)相关的类别与更多认为疫苗会带来健康风险和在健康时不必要的观念相关;与最有利的疫苗接种结果相关的类别与所有疫苗犹豫维度的水平都较低相关。其他类别在这两个极端之间产生了明显的梯度。这些类别在相关性方面也存在差异,但最明显的区别是它们与政治倾向的关系。与更不利的疫苗接种结果相关的类别与保守主义相关,而与更有利的疫苗接种结果相关的类别与自由主义相关。这些结果为当前对疫苗犹豫的理解提供了一个新的视角,并为未来的研究开辟了几个途径。

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