Assessing the role of socioeconomic factors-income, education, broadband access, and healthy foods on location-wise disparities in COVID-19 cases.

IF 3.2 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Archives of Public Health Pub Date : 2025-03-10 DOI:10.1186/s13690-025-01510-w
Aindrila Chakraborty, Jaymeen Shah
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Abstract

Objective: The COVID-19 pandemic presented an unprecedented worldwide challenge to public health and the economy. However, the effect varied in different population groups and locations. This study examines how the preexisting socioeconomic conditions, income, education, access to broadband internet, and healthy foods affect people's pandemic-related health-protective behavior and lead to this differential impact in the U.S.

Methods: This study utilizes a dynamic panel-data-based regression analysis on a nationwide dataset of U.S. counties.

Results: Higher income, education level, and broadband speed reduce the probability of violating recommended preventive measures, promote health awareness among individuals, and lower COVID-19 cases. In contrast, low access to healthy foods increases the number of cases. Additionally, our study reveals several interesting findings related to people's food habits, living conditions, and the connection between education and access to broadband internet that contribute to the differential impact of countywide COVID-19 cases.

Conclusions: Insights from our data-driven analysis enable healthcare authorities to understand where resources should be allocated at the beginning of a pandemic to reduce disease spread and thus, build a greater resiliency for the next pandemic. Hence, our findings provide significant insights to government and healthcare officials to devise health awareness campaigns and develop advocacy measures and policies in conjunction with policymakers to contain future pandemics.

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评估收入、教育、宽带接入和健康食品等社会经济因素对COVID-19病例地区差异的影响。
目的:新冠肺炎大流行给全球公共卫生和经济带来了前所未有的挑战。然而,这种影响在不同的人群和地区有所不同。本研究考察了既存的社会经济条件、收入、教育、宽带互联网接入和健康食品如何影响人们与大流行相关的健康保护行为,并导致这种差异影响。方法:本研究利用基于动态面板数据的回归分析,对美国各县的全国数据集进行了分析。结果:较高的收入、教育水平和宽带速度降低了违反建议预防措施的概率,提高了个人的健康意识,降低了COVID-19病例。相比之下,获得健康食品的机会少则增加了病例数量。此外,我们的研究还揭示了一些有趣的发现,这些发现与人们的饮食习惯、生活条件以及教育与宽带互联网接入之间的联系有关,这些发现导致了全国范围内COVID-19病例的不同影响。结论:从我们的数据驱动分析中获得的见解使卫生保健当局能够了解在大流行开始时应将资源分配到何处,以减少疾病传播,从而为下一次大流行建立更大的复原力。因此,我们的研究结果为政府和卫生保健官员提供了重要的见解,以设计健康意识运动,并与政策制定者一起制定宣传措施和政策,以遏制未来的流行病。
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来源期刊
Archives of Public Health
Archives of Public Health Medicine-Public Health, Environmental and Occupational Health
CiteScore
4.80
自引率
3.00%
发文量
244
审稿时长
16 weeks
期刊介绍: rchives of Public Health is a broad scope public health journal, dedicated to publishing all sound science in the field of public health. The journal aims to better the understanding of the health of populations. The journal contributes to public health knowledge, enhances the interaction between research, policy and practice and stimulates public health monitoring and indicator development. The journal considers submissions on health outcomes and their determinants, with clear statements about the public health and policy implications. Archives of Public Health welcomes methodological papers (e.g., on study design and bias), papers on health services research, health economics, community interventions, and epidemiological studies dealing with international comparisons, the determinants of inequality in health, and the environmental, behavioural, social, demographic and occupational correlates of health and diseases.
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