ArticleSocial science & medicine (1982)2022
Inequities in spatial accessibility to COVID-19 testing in 30 large US cities.
Article in Social science & medicine (1982), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Classifying healthcare facilities as predictors of COVID-19 mortality rates in US counties (2020-2021).Journal of public health (Oxford, England) · 2026Article
- Neighborhood Deprivation, Antibiotic Prescribing Concordance, and 30-Day Outcomes After Emergency Department Encounters in Older Adults.Open forum infectious diseases · 2026Article
- Spatial accessibility to healthcare facilities and the cumulative incidence of COVID-19 infection: evidence from the reasons for geographic and racial differences in stroke (REGARDS) study, United States, March 2020 to September 2021.Preventive medicine reports · 2026Article
- Expanding Access to Care: Qualitative Insights from a Nationwide Home-Based Test-to-Treat Program for COVID-19 and Influenza.Research square · 2026Article
- Public reporting guidelines for outbreak data: Enabling accountability for effective outbreak response by developing standards for transparency and uniformity.Public health · 2026Article
- Tracking COVID-19 vaccination barriers over time: a census-tract-level barrier index approach.Epidemiology and infection · 2026Article
- Spatial accessibility and equity of traditional Chinese medicine hospitals in Eastern China: application of improved two-step floating catchment area method.Frontiers in public health · 2026Article
- Factors Associated with COVID-19 Testing in Structurally Vulnerable Populations: An Exploratory Study in Southern Maine.Journal of Maine Medical Center · 2026Article
- Spatial and demographic heterogeneity in excess mortality in the United States, 2020-2023: a multimodel approach.American journal of epidemiology · 2025Article
- The Role of Testing and Vaccination in Mediating Social Vulnerability and COVID-19 Prevalence in Southern Nevada.International journal of environmental research and public health · 2025Article
- Broadband internet access as a social determinant of health in the early COVID-19 pandemic in U.S. counties.SSM - population health · 2025Article
- Area-Level Social Vulnerability and Severe COVID-19: A Case-Control Study Using Electronic Health Records from Multiple Health Systems in the Southeastern Pennsylvania Region.Journal of urban health : bulletin of the New York Academy of Medicine · 2024Article
- Excess Mortality in the United States, 2020-21: County-level Estimates for Population Groups and Associations with Social Vulnerability.medRxiv : the preprint server for health sciences · 2024Article
- Health equity in COVID-19 testing among patients of a large national pharmacy chain.Frontiers in public health · 2024Article
- Outreach to Low-Income Homebound Older Adults to Increase Access to COVID-19 Self-Test Kits, Missouri, 2022.American journal of public health · 2024Article
- Communities organizing to promote equity: engaging local communities in public health responses to health inequities exacerbated by COVID-19-protocol paper.Frontiers in public health · 2024Article
- Association of neighborhood-level sociodemographic factors with Direct-to-Consumer (DTC) distribution of COVID-19 rapid antigen tests in 5 US communities.BMC public health · 2023Observational
- Quantifying the impact of SARS-CoV-2 temporal vaccination trends and disparities on disease control.Science advances · 2023Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Testing for SARS-CoV-2 infection has been a key strategy to mitigate and control the COVID-19 pandemic. Wide spatial and racial/ethnic disparities in COVID-19 outcomes have emerged in US cities. Previous research has highlighted the role of unequal access to testing as a potential driver of these disparities. We described inequities in spatial accessibility to COVID-19 testing locations in 30 large US cities. We used location data from Castlight Health Inc corresponding to October 2021. We created an accessibility metric at the level of the census block group (CBG) based on the number of sites per population in a 15-minute walkshed around the centroid of each CBG. We also calculated spatial accessibility using only testing sites without restrictions, i.e., no requirement for an appointment or a physician order prior to testing. We measured the association between the social vulnerability index (SVI) and spatial accessibility using a multilevel negative binomial model with random city intercepts and random SVI slopes. Among the 27,195 CBG analyzed, 53% had at least one testing site within a 15-minute walkshed, and 36% had at least one site without restrictions. On average, a 1-decile increase in the SVI was associated with a 3% (95% Confidence Interval: 2% - 4%) lower accessibility. Spatial inequities were similar across various components of the SVI and for sites with no restrictions. Despite this general pattern, several cities had inverted inequity, i.e., better accessibility in more vulnerable areas, which indicates that some cities may be on the right track when it comes to promoting equity in COVID-19 testing. Testing is a key component of the strategy to mitigate transmission of SARS-CoV-2 and efforts should be made to improve accessibility to testing, particularly as new and more contagious variants become dominant.
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