Ewald Louisa, Bellettiere John, Farag Tamer H, Lee Kristina M, Palani Sidhartha, Castro Emma, Deen Amanda, Gillespie Catherine W, Huntley Bethany M, Tracy Alison, Haensch Ana-Carolina, Kreuter Frauke, Weber Wiebke, Zins Stefan, La Motte-Kerr Wichada, Li Yao, Stewart Kathleen, Gakidou Emmanuela, Mokdad Ali H
Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, United States.
Department of Research, Meta, Redwood City, CA, United States.
Int J Public Health. 2025 Mar 28;70:1607601. doi: 10.3389/ijph.2025.1607601. eCollection 2025.
The widespread impact of the COVID-19 pandemic on health systems, economies, and societies globally requires comprehensive data to guide effective recovery efforts. Online surveys have become crucial for rapid and extensive data collection. The Pandemic Response Survey (PRS), utilizing the Facebook Active User Base (FAUB), assessed the pandemic's population-level impacts across 21 countries, gathering information on healthcare, vaccine confidence, trust, and economic and educational indicators.
Conducted from March to May 2023, the PRS, translated into 15 languages, used the FAUB for gender-stratified random sampling of adults 18 years and older. The survey collected responses from 621,000 individuals, achieving a completion rate of 43%. Non-response and inverse propensity score weights were applied to calibrate the data to known demographic totals, enhancing the survey's generalizability.
The PRS findings reveal disparities in life satisfaction, food security, delayed healthcare, vaccine confidence, and trust across countries. Life satisfaction was reported as high by 70%-80% of respondents in Egypt, Nigeria, Colombia, and Mexico, while only 20%-30% of respondents in Indonesia, Turkiye, and Viet Nam reported the same. Approximately 50% of respondents in Nigeria, South Africa, and Colombia experienced food insecurity, in contrast to less than 10% in Italy, Japan, and Germany. In Germany, 44% of respondents expressed high vaccine confidence compared to 10.6% in South Africa. Over half of respondents in Indonesia (52.4%) reported that their child was up to date on routine immunisations.
The PRS demonstrates the effectiveness of online surveys in capturing actionable data during a global health crisis. The findings underscore the importance of targeted interventions and policy decisions to address the multifaceted challenges of pandemic recovery. Collaborative efforts in data collection and knowledge sharing between nations with shared profiles may foster more effective strategies.
2019冠状病毒病疫情对全球卫生系统、经济和社会产生了广泛影响,这需要全面的数据来指导有效的复苏工作。在线调查对于快速、广泛地收集数据至关重要。大流行应对调查(PRS)利用Facebook活跃用户群(FAUB),评估了疫情在21个国家对人口层面的影响,收集了有关医疗保健、疫苗信心、信任以及经济和教育指标的信息。
PRS于2023年3月至5月进行,翻译成15种语言,利用FAUB对18岁及以上成年人进行按性别分层的随机抽样。该调查收集了62.1万人的回复,完成率为43%。采用无回应和逆倾向得分权重将数据校准到已知的人口总数,提高了调查的普遍性。
PRS的调查结果揭示了各国在生活满意度、食品安全、医疗保健延迟、疫苗信心和信任方面的差异。埃及、尼日利亚、哥伦比亚和墨西哥70%-80%的受访者表示生活满意度较高,而印度尼西亚、土耳其和越南只有20%-30%的受访者表示相同。尼日利亚、南非和哥伦比亚约50%的受访者经历了粮食不安全,而意大利、日本和德国这一比例不到10%。在德国,44%的受访者表示对疫苗高度信任,而在南非这一比例为10.6%。印度尼西亚超过一半(52.4%)的受访者表示他们的孩子按时完成了常规免疫接种。
PRS证明了在线调查在全球卫生危机期间获取可采取行动数据方面的有效性。调查结果强调了针对性干预措施和政策决策对于应对疫情复苏多方面挑战的重要性。具有相似特征的国家之间在数据收集和知识共享方面的合作努力可能会促成更有效的策略。