Quantitative Assessment of the Correlation Between 'COVID Toes' Search Volume and COVID-19 Case Incidence and Mortality Dynamics: A Longitudinal Data-Driven Approach.

IF 0.7 4区 医学 Q4 ORTHOPEDICS Journal of the American Podiatric Medical Association Pub Date : 2026-06-17 DOI:10.3390/japma116030038
Anna E Kotula, Rahul A Pithadia, Ashley Wysong, Mark R Wakefield, Yujiang Fang
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Abstract

COVID-19, caused by the SARS-CoV-2 virus, has become a global public health crisis with diverse clinical manifestations affecting multiple organ systems, including the integumentary system. One notable cutaneous manifestation, referred to as "COVID toes," involves the development of pernio-like chilblains, characterized by red-to-violet macules, plaques, or nodules, primarily on toes and fingers. This characteristic clinical feature gained significant attention due to its apparent association with COVID-19, especially during the early stages of the pandemic when individuals with mild or asymptomatic cases exhibited these symptoms. Concurrently, digital platforms such as Google Trends have emerged as tools for tracking public interest in health-related topics, offering insights into real-time patterns of disease awareness. Previous research has demonstrated that Google Trends data may correlate with the incidence of infectious diseases, suggesting that search interest can be a proxy for disease outbreaks. In this study, we sought to explore the potential relationship between public interest in COVID toes, as reflected in Google Trends, and the incidence and mortality rates of COVID-19. Specifically, we examined whether peaks in search interest for "COVID toes" corresponded with surges in COVID-19 cases and deaths. By analyzing trends in search data, we aimed to assess the utility of digital platforms as an epidemiological tool for monitoring disease progression and public awareness. Our findings provide insights into the potential role of digital search data in forecasting outbreaks and highlight the interplay between public perception and the clinical burden of COVID-19, emphasizing the importance of real-time data in public health surveillance and response.

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“COVID脚趾”搜索量与COVID-19病例发病率和死亡率动态之间相关性的定量评估:纵向数据驱动方法。
由SARS-CoV-2病毒引起的COVID-19已成为一场全球性的公共卫生危机,其临床表现多样,影响包括内脏系统在内的多器官系统。一种值得注意的皮肤表现,被称为“COVID脚趾”,涉及到阴部样冻疮的发展,其特征是红色到紫色的斑点、斑块或结节,主要出现在脚趾和手指上。由于与COVID-19的明显关联,特别是在大流行的早期阶段,当轻度或无症状病例的个体表现出这些症状时,这一特征性临床特征受到了极大的关注。与此同时,谷歌Trends等数字平台已成为跟踪公众对健康相关主题兴趣的工具,提供了对疾病认识实时模式的见解。先前的研究表明,谷歌Trends的数据可能与传染病的发病率有关,这表明搜索兴趣可以作为疾病爆发的代表。在本研究中,我们试图探索谷歌趋势所反映的公众对COVID-19的兴趣与COVID-19发病率和死亡率之间的潜在关系。具体来说,我们研究了“COVID-脚趾”搜索兴趣的峰值是否与COVID-19病例和死亡的激增相对应。通过分析搜索数据的趋势,我们旨在评估数字平台作为监测疾病进展和公众意识的流行病学工具的效用。我们的研究结果为数字搜索数据在预测疫情中的潜在作用提供了见解,并强调了公众认知与COVID-19临床负担之间的相互作用,强调了实时数据在公共卫生监测和应对中的重要性。
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来源期刊
CiteScore
1.10
自引率
0.00%
发文量
128
审稿时长
6-12 weeks
期刊介绍: The Journal of the American Podiatric Medical Association, the official journal of the Association, is the oldest and most frequently cited peer-reviewed journal in the profession of foot and ankle medicine. Founded in 1907 and appearing 6 times per year, it publishes research studies, case reports, literature reviews, special communications, clinical correspondence, letters to the editor, book reviews, and various other types of submissions. The Journal is included in major indexing and abstracting services for biomedical literature.
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