Evidence map›Paper›PMID 41752263›Full record

ArticleInternational journal of environmental research and public health2026

Where Inequities Emerge: Racial and Ethnic Differences Across the COVID-19 Hospitalization Continuum.

Shaminul H Shakib, Michael Goldsby, Seyed M Karimi, Farzana Siddique, Farah N Kanwal, Bert B Little

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Shaminul H ShakibDepartment of Public Health, College of Health Sciences, Sam Houston State University, Huntsville, TX 77340, USA.ORCID 0009-0001-8268-5984
Michael GoldsbyDepartment of Health Management & Systems Sciences, School of Public Health and Information Sciences, University of Louisville, Louisville, KY 40202, USA.
Seyed M KarimiDepartment of Health Management & Systems Sciences, School of Public Health and Information Sciences, University of Louisville, Louisville, KY 40202, USA.ORCID 0000-0002-3796-8141
Farzana SiddiqueDepartment of Bioengineering, J. B. Speed School of Engineering, University of Louisville, Louisville, KY 40292, USA.
Farah N KanwalDepartment of Economics and Statistics, Universität Innsbruck, 6020 Innsbruck, Austria.
Bert B LittleDepartment of Health Management & Systems Sciences, School of Public Health and Information Sciences, University of Louisville, Louisville, KY 40202, USA.ORCID 0000-0002-6485-4641

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

COVID-19 exposed longstanding racial and ethnic inequities among underserved populations. This retrospective cohort study examined inequities across stages of the hospitalization continuum-from COVID-19 diagnosis at admission to in-hospital mortality, including mortality patterns among COVID-19 hospitalizations-among Medicaid beneficiaries in Kentucky during 2020-2021. Statewide hospitalizations were analyzed using multivariable regression models, with propensity score matching (PSM) used as a confirmatory approach. Non-Hispanic Black patients were more likely than non-Hispanic White patients to be hospitalized with COVID-19 (adjusted odds ratio [aOR] = 1.41; 95% confidence interval [CI] = 1.26-1.59). Across the full cohort, COVID-19 hospitalizations were associated with substantially higher in-hospital mortality compared with non-COVID-19 hospitalizations (adjusted hazard ratio [aHR] = 2.38; 95% CI = 2.09-2.70). Additionally, hospitalizations among non-Hispanic Black patients had a modestly lower hazard of in-hospital mortality compared with non-Hispanic White patients (aHR = 0.81; 95% CI = 0.70-0.94). However, in analyses restricted to COVID-19 hospitalizations, adjusted estimates showed no Black-White differences in in-hospital mortality, with consistent findings from PSM analyses. These results indicate that racial inequities were more pronounced at hospital admission than during inpatient care, underscoring the importance of prevention, early diagnosis, and timely outpatient care as COVID-19 enters an endemic phase.

Indexed as

COVID-19EthnicityHealthcare DisparitiesHospitalizationAdultAgedBlack or African AmericanFemaleHospital MortalityHumansKentuckyMaleMedicaidMiddle AgedRacial GroupsRetrospective StudiesCOVID-19endemic COVID-19healthcare accesshealth equityhospitalization continuuminfectious disease outcomesin-hospital mortalityMedicaidracial and ethnic disparitiessocial determinants of health

Identifiers

PMID41752263
PMCPMC12941288

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.