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互联网上与冠状病毒相关的搜索可预测现实世界中的新冠疫苗接种率:行为免疫系统视角

Coronavirus-Related Searches on the Internet Predict COVID-19 Vaccination Rates in the Real World: A Behavioral Immune System Perspective.

作者信息

Ma Mac Zewei, Ye Shengquan

机构信息

City University of Hong Kong, Kowloon, Hong Kong.

出版信息

Soc Psychol Personal Sci. 2023 Jun;14(5):572-587. doi: 10.1177/19485506221106012. Epub 2022 Aug 2.

Abstract

According to the and of human behavioral immune system (BIS), the exposure to COVID-19 cues could motivate vaccine uptake. Using the tool of Google Trends, we tested that coronavirus-related searches-which assessed natural exposure to COVID-19 cues-would positively predict actual vaccination rates. As expected, coronavirus-related searches positively and significantly predicted vaccination rates in the United States (Study 1a) and across the globe (Study 2a) after accounting for a range of covariates. The stationary time series analyses with covariates and autocorrelation structure of the dependent variable confirmed that more coronavirus-related searches compared with last week indicated increases in vaccination rates compared with last week in the United States (Study 1b) and across the globe (Study 2b). With real-time web search data, psychological scientists could test their research questions in real-life settings and at a large scale to expand the ecological validity and generalizability of the findings.

摘要

根据人类行为免疫系统(BIS)的[具体内容缺失]和[具体内容缺失],接触新冠病毒线索可能会促使人们接种疫苗。我们使用谷歌趋势工具进行测试,评估自然接触新冠病毒线索的与冠状病毒相关的搜索,是否会正向预测实际接种率。正如预期的那样,在考虑一系列协变量后,与冠状病毒相关的搜索在美国(研究1a)和全球范围内(研究2a)都正向且显著地预测了接种率。对协变量以及因变量的自相关结构进行的平稳时间序列分析证实,与上周相比,美国(研究1b)和全球范围内(研究2b)更多的与冠状病毒相关的搜索表明接种率与上周相比有所上升。利用实时网络搜索数据,心理科学家可以在现实生活环境中大规模测试他们的研究问题,以扩大研究结果的生态效度和普遍性。

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