Perrotta Daniela, Grow André, Rampazzo Francesco, Cimentada Jorge, Del Fava Emanuele, Gil-Clavel Sofia, Zagheni Emilio
Max Planck Institute for Demographic Research, Konrad-Zuse-Straße 1, Rostock, Germany.
Saïd Business School, Leverhulme Centre for Demographic Science, and Nuffield College, University of Oxford, Park End St., Oxford, United Kingdom.
EPJ Data Sci. 2021;10(1):17. doi: 10.1140/epjds/s13688-021-00270-1. Epub 2021 Apr 14.
In the absence of medical treatment and vaccination, individual behaviours are key to curbing the spread of COVID-19. Here we describe efforts to collect attitudinal and behavioural data and disseminate insights to increase situational awareness and inform interventions.
We developed a rapid data collection and monitoring system based on a cross-national online survey, the "COVID-19 Health Behavior Survey". Respondent recruitment occurred via targeted Facebook advertisements in Belgium, France, Germany, Italy, the Netherlands, Spain, the United Kingdom, and the United States. We investigated how the threat perceptions of COVID-19, the confidence in the preparedness of organisations to deal with the pandemic, and the adoption of preventive and social distancing behaviours are associated with respondents' demographic characteristics.
We analysed 71,612 questionnaires collected between March 13-April 19, 2020. We found substantial spatio-temporal heterogeneity across countries at different stages of the pandemic and with different control strategies in place. Respondents rapidly adopted the use of face masks when they were not yet mandatory. We observed a clear pattern in threat perceptions, sharply increasing from a personal level to national and global levels. Although personal threat perceptions were comparatively low, all respondents significantly increased hand hygiene. We found gender-specific patterns: women showed higher threat perceptions, lower confidence in the healthcare system, and were more likely to adopt preventive behaviours. Finally, we also found that older people perceived higher threat to themselves, while all respondents were strongly concerned about their family.
Rapid population surveys conducted via Facebook allow us to monitor behavioural changes, adoption of protective measures, and compliance with recommended practices. As the pandemic progresses and new waves of infections are a threatening reality, timely insights from behavioural and attitudinal data are crucial to guide the decision-making process.
The online version contains supplementary material available at 10.1140/epjds/s13688-021-00270-1.
在缺乏医学治疗和疫苗接种的情况下,个人行为是遏制新冠病毒传播的关键。在此,我们描述了收集态度和行为数据并传播相关见解以提高态势感知并为干预措施提供信息的工作。
我们基于一项跨国在线调查“新冠病毒健康行为调查”开发了一个快速数据收集和监测系统。通过在比利时、法国、德国、意大利、荷兰、西班牙、英国和美国有针对性地投放脸书广告来招募受访者。我们调查了对新冠病毒的威胁认知、对各组织应对疫情准备工作的信心以及预防和社交距离行为的采用情况如何与受访者的人口统计学特征相关联。
我们分析了2020年3月13日至4月19日期间收集的71,612份问卷。我们发现在疫情不同阶段且实施不同控制策略的国家之间存在显著的时空异质性。在口罩尚未成为强制要求时,受访者就迅速开始使用口罩。我们在威胁认知方面观察到一种清晰的模式,从个人层面急剧上升到国家和全球层面。尽管个人威胁认知相对较低,但所有受访者都显著增加了手部卫生措施。我们发现了性别差异模式:女性表现出更高的威胁认知、对医疗系统的信心较低,并且更有可能采取预防行为。最后,我们还发现老年人认为自己面临的威胁更高,而所有受访者都非常担心自己的家人。
通过脸书进行的快速人群调查使我们能够监测行为变化、保护措施的采用情况以及对推荐做法的遵守情况。随着疫情的发展以及新一波感染成为一个具有威胁性现实,行为和态度数据的及时见解对于指导决策过程至关重要。
在线版本包含可在10.1140/epjds/s13688 - 021 - 00270 - 1获取的补充材料。