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Inequities in spatial accessibility to COVID-19 testing in 30 large US cities
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 di...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9420026/ https://www.ncbi.nlm.nih.gov/pubmed/36049353 http://dx.doi.org/10.1016/j.socscimed.2022.115307 |
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author | Mullachery, Pricila H. Li, Ran Melly, Steven Kolker, Jennifer Barber, Sharrelle Diez Roux, Ana V. Bilal, Usama |
author_facet | Mullachery, Pricila H. Li, Ran Melly, Steven Kolker, Jennifer Barber, Sharrelle Diez Roux, Ana V. Bilal, Usama |
author_sort | Mullachery, Pricila H. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9420026 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Author(s). Published by Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94200262022-08-30 Inequities in spatial accessibility to COVID-19 testing in 30 large US cities Mullachery, Pricila H. Li, Ran Melly, Steven Kolker, Jennifer Barber, Sharrelle Diez Roux, Ana V. Bilal, Usama Soc Sci Med Article 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. The Author(s). Published by Elsevier Ltd. 2022-10 2022-08-27 /pmc/articles/PMC9420026/ /pubmed/36049353 http://dx.doi.org/10.1016/j.socscimed.2022.115307 Text en © 2022 The Author(s) Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Mullachery, Pricila H. Li, Ran Melly, Steven Kolker, Jennifer Barber, Sharrelle Diez Roux, Ana V. Bilal, Usama Inequities in spatial accessibility to COVID-19 testing in 30 large US cities |
title | Inequities in spatial accessibility to COVID-19 testing in 30 large US cities |
title_full | Inequities in spatial accessibility to COVID-19 testing in 30 large US cities |
title_fullStr | Inequities in spatial accessibility to COVID-19 testing in 30 large US cities |
title_full_unstemmed | Inequities in spatial accessibility to COVID-19 testing in 30 large US cities |
title_short | Inequities in spatial accessibility to COVID-19 testing in 30 large US cities |
title_sort | inequities in spatial accessibility to covid-19 testing in 30 large us cities |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9420026/ https://www.ncbi.nlm.nih.gov/pubmed/36049353 http://dx.doi.org/10.1016/j.socscimed.2022.115307 |
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