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探究 COVID-19 疫苗接种对日本采用防护行为的因果效应:来自模糊回归不连续设计的启示。

Investigating the causal effects of COVID-19 vaccination on the adoption of protective behaviors in Japan: Insights from a fuzzy regression discontinuity design.

机构信息

Graduate School of Economics and Management, Tohoku University, Aoba-ku Kawauchi, Sendai-shi, Miyagi, Japan.

Faculty of Economics, Kanagawa University, Rokkakubashi Kanagawa-ku, Yokohama, Japan.

出版信息

PLoS One. 2024 Jun 12;19(6):e0305043. doi: 10.1371/journal.pone.0305043. eCollection 2024.

Abstract

BACKGROUND

During the COVID-19 pandemic, concerns emerged that vaccinated individuals might engage less in infection-preventive behaviors, potentially contributing to virus transmission. This study evaluates the causal effects of COVID-19 vaccination on such behaviors within Japan, highlighting the significance of understanding behavioral dynamics in public health strategies.

METHODS

Utilizing Japan's age-based vaccination priority for those born before April 1, 1957, this research employs a regression discontinuity design (RDD) to assess the vaccination's impact. Data from the fourth round of a longitudinal online survey, conducted from July 20 to 27, 2021, served as the basis for analyzing 14 infection-protective behaviors, including mask usage, handwashing, and avoiding crowds.

RESULTS

A total of 12067 participants completed the survey. The analyzed sample size varied by outcome variable, ranging from 1499 to 5233. The analysis revealed no significant differences in the 14 behaviors examined among fully vaccinated, partially vaccinated, and unvaccinated individuals. This consistency across groups suggests that vaccination status did not significantly alter engagement in protective behaviors during the observation period.

CONCLUSIONS

Empirical findings highlight the complexity of behavioral responses following vaccination, indicating that such responses may be influenced by various factors, rather than by vaccination status alone. Additionally, this result underscores the importance of crafting public health policies that account for the intricate interplay between vaccination and behavior. This study contributes to the broader discourse on managing responses to the pandemic and tailoring interventions to sustain or enhance protective health behaviors amid vaccination rollouts.

摘要

背景

在 COVID-19 大流行期间,人们开始担心接种疫苗的个体可能会减少采取预防感染的行为,这可能会导致病毒传播。本研究评估了 COVID-19 疫苗接种对日本此类行为的因果影响,强调了在公共卫生策略中理解行为动态的重要性。

方法

本研究利用日本针对 1957 年 4 月 1 日前出生人群的年龄基础疫苗接种优先级,采用回归不连续性设计(RDD)来评估疫苗接种的影响。数据来自于 2021 年 7 月 20 日至 27 日进行的第四轮纵向在线调查,用于分析包括戴口罩、洗手和避免人群在内的 14 种感染保护行为。

结果

共有 12067 名参与者完成了调查。分析样本量因结果变量而异,范围从 1499 到 5233。分析显示,完全接种、部分接种和未接种个体在 14 种行为上没有显著差异。这表明在观察期内,接种状态并没有显著改变个体参与保护行为的情况,各组之间保持一致。

结论

实证研究结果突出了接种后行为反应的复杂性,表明这种反应可能受到各种因素的影响,而不仅仅是接种状态。此外,这一结果强调了制定公共卫生政策的重要性,这些政策需要考虑到接种和行为之间复杂的相互作用。本研究为管理对大流行的反应以及在疫苗接种推出过程中调整干预措施以维持或增强保护健康行为提供了更广泛的讨论。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f6c/11168682/086a28aa386c/pone.0305043.g001.jpg

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