Evidence map›Paper›PMID 34390487›Full record

ArticleEuropean journal of clinical investigation2021

Racial and ethnic inequities in the early distribution of U.S. COVID-19 testing sites and mortality.

Nathan P Dalva-Baird, Wilson M Alobuia, Eran Bendavid, Jay Bhattacharya

Abstract read
In one paragraph

Article in European journal of clinical investigation, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

24 citing papers in PubMed.

  1. Trial
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  8. Reaffirming DEI as a central value of JCM.Journal of clinical microbiology · 2025
    Article
  9. Article
  10. Article
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  13. Health Behavior and Attitudes During the COVID-19 Pandemic Among Vulnerable and Underserved Latinx in the Southwest USA.Prevention science : the official journal of the Society for Prevention Research · 2024
    Article
  14. Article
  15. Review
  16. Evolution of COVID-19 Health Disparities in Arizona.Journal of immigrant and minority health · 2023
    Article
  17. Article
  18. COVID-19: Implications for Nursing and Health Care in the United States.Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing · 2023
    Article
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  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Nathan P Dalva-BairdDepartment of Humanities and Sciences, Stanford University, Stanford, California, USA.ORCID https://orcid.org/0000-0002-8530-7516
Wilson M AlobuiaDepartment of Surgery, Stanford University School of Medicine, Stanford, California, USA.ORCID https://orcid.org/0000-0003-4360-0658
Eran BendavidDepartment of Medicine, Center for Health Policy and the Center for Primary Care and Outcomes Research, Stanford, California, USA.ORCID https://orcid.org/0000-0002-8364-4711
Jay BhattacharyaDepartment of Medicine, Center for Health Policy and the Center for Primary Care and Outcomes Research, Stanford, California, USA.ORCID https://orcid.org/0000-0003-3867-3174

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn 2020, early U.S. COVID-19 testing sites offered diagnostic capacity to patients and were important sources of epidemiological data about the spread of the novel pandemic disease. However, little research has comprehensively described American testing sites' distribution by race/ethnicity and sought to identify any relation to known disparities in COVID-19 outcomes.

methodsLocations of U.S. COVID-19 testing sites were gathered from 16 April to 28 May 2020. Geographic testing disparities were evaluated with comparisons of the demographic makeup of zip codes around each testing site versus Monte Carlo simulations, aggregated to statewide and nationwide levels. State testing disparities were compared with statewide disparities in mortality observed one to 3 weeks later using multivariable regression, controlling for confounding disparities and characteristics.

resultsNationwide, COVID-19 testing sites geographically overrepresented White residents on 7 May, underrepresented Hispanic residents on 16 April, 7 May and 28 May and overrepresented Black residents on 28 May compared with random distribution within counties, with new sites added over time exhibiting inconsistent disparities for Black and Hispanic populations. For every 1 percentage point increase in underrepresentation of Hispanic populations in zip codes with testing, mortality among the state's Hispanic population was 1.04 percentage points more over-representative (SE = 0.415, p = .01).

conclusionsAmerican testing sites were not distributed equitably by race during this analysis, often underrepresenting minority populations who bear a disproportionate burden of COVID-19 cases and deaths. With an easy-to-implement measure of geographic disparity, these results provide empirical support for the consideration of access when distributing preventive resources.

Indexed as

MortalityBlack or African AmericanCOVID-19COVID-19 TestingGeographyHealthcare DisparitiesHealth FacilitiesHealth Services AccessibilityHispanic or LatinoHumansMonte Carlo MethodSARS-CoV-2United StatesWhite People

Identifiers

PMID34390487
PMCPMC8420583

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.