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遵守 COVID-19 政策措施:来自荷兰和比利时的行为洞察。

Adherence to COVID-19 policy measures: Behavioral insights from The Netherlands and Belgium.

机构信息

Department of Radiology, Larner College of Medicine, University of Vermont, Burlington, Vermont, United States of America.

Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, Vermont, United States of America.

出版信息

PLoS One. 2021 May 28;16(5):e0250302. doi: 10.1371/journal.pone.0250302. eCollection 2021.

Abstract

BACKGROUND

Since the start of the global COVID-19 pandemic, countries have been mirroring each other's policies to mitigate the spread of the virus. Whether current measures alone will lead to behavioral change such as social distancing, washing hands, and wearing a facemask is not well understood. The objective of this study is to better understand individual variation in behavioral responses to COVID-19 by exploring the influence of beliefs, motivations and policy measures on public health behaviors. We do so by comparing The Netherlands and Flanders, the Dutch speaking part of Belgium.

METHODS AND FINDINGS

Our final sample included 2,637 respondents from The Netherlands and 1,678 from Flanders. The data was nationally representative along three dimensions: age, gender, and household income in both countries. Our key outcome variables of interest were beliefs about policy effectiveness; stated reasons for complying with public rules; and changes in behavior. For control variables, we included a number of measures of how severe the respondent believed Covid-19 to be and a number of negative side effects that the person may have experienced: loneliness, boredom, anxiety, and conflicts with friends and neighbors. Finally, we controlled for socio-demographic factors: age, gender, income (categorical), education (categorical) and the presence of Covid-19 risk factors (diabetes, high blood pressure, heart disease, asthma, allergies). The dependent variable for each of the estimation models is dichotomous, so we used Probit models to predict the probability of engaging in a given behavior. We found that motivations, beliefs about the effectiveness of measures, and pre-pandemic behavior play an important role. The Dutch were more likely to wash their hands than the Flemish (15.4%, p<0.01), visit family (15.5%, p < .01), run errands (12.0%, p<0.05) or go to large closed spaces such as a shopping mall (21.2%, p<0.01). The Dutch were significantly less likely to wear a mask (87.6%, p<0.01). We also found that beliefs about the virus, psychological effects of the virus, as well as pre-pandemic behavior play a role in adherence to recommendations.

CONCLUSIONS

Our results suggest that policymakers should consider behavioral motivations specific to their country in their COVID-19 strategies. In addition, the belief that a policy is effective significantly increased the probability of the behavior, so policy measures should be accompanied by public health campaigns to increase adherence.

摘要

背景

自全球 COVID-19 大流行开始以来,各国一直在效仿彼此的政策,以减轻病毒的传播。目前的措施是否会导致社交距离、洗手和戴口罩等行为改变尚不清楚。本研究的目的是通过探索信念、动机和政策措施对公众健康行为的影响,更好地了解个体对 COVID-19 行为反应的差异。我们通过比较荷兰和佛兰德斯(比利时的荷兰语区)来做到这一点。

方法和发现

我们的最终样本包括来自荷兰的 2637 名受访者和来自佛兰德斯的 1678 名受访者。在两国,数据在三个维度上具有代表性:年龄、性别和家庭收入。我们感兴趣的关键结果变量是对政策有效性的信念;遵守公共规则的陈述原因;以及行为的变化。对于控制变量,我们包括了受访者认为 COVID-19 严重程度的一些措施,以及一些可能经历的负面影响:孤独、无聊、焦虑,以及与朋友和邻居的冲突。最后,我们控制了社会人口因素:年龄、性别、收入(分类)、教育(分类)和 COVID-19 风险因素(糖尿病、高血压、心脏病、哮喘、过敏)的存在。每个估计模型的因变量都是二分变量,因此我们使用 Probit 模型来预测给定行为的概率。我们发现动机、对措施有效性的信念和大流行前的行为起着重要作用。荷兰人比佛兰芒人更有可能洗手(15.4%,p<0.01)、探亲(15.5%,p<0.01)、跑腿(12.0%,p<0.05)或去大型封闭场所,如购物中心(21.2%,p<0.01)。荷兰人戴口罩的可能性明显较低(87.6%,p<0.01)。我们还发现,对病毒的信念、病毒的心理影响以及大流行前的行为在遵守建议方面发挥了作用。

结论

我们的结果表明,政策制定者在制定 COVID-19 策略时应考虑其国家特有的行为动机。此外,对政策有效性的信念显著增加了行为的可能性,因此政策措施应辅以公共卫生运动以提高遵守率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a47e/8162620/1b8c6eeffad6/pone.0250302.g001.jpg

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