Evidence map›Paper›PMID 42276798›Full record

Observational studyBMJ open2026

Identifying social determinants of health subgroups and their associations with health outcomes in a prospective US adult COVID-19 cohort: an analysis of the INSPIRE registry.

Yohali Burrola-Mendez, Eugene Lin, Canada Parrish, Chialing Hsu, Mandy J Hill, Michael Gottlieb, Kristin L Rising, Lauren E Wisk, Nicole L Gentile, Rachel E Geyer and 14 more

Registry-linked trialAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04610515 (Innovative Support for Patients With SARS-COV2 Infections), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

NCT04610515 completednot on this map

Innovative Support for Patients With SARS-COV2 Infections (COVID-19) Registry (INSPIRE)

Typeobservational_patient_registrySponsorRush University Medical CenterRan2020 to 2025Enrolled6,000ConditionsCovid19, ME/CFS, SARS COV2, Novel Coronavirus Infection
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

24 authors.

Yohali Burrola-Mendez *Department of Family Medicine, University of Washington, Seattle, Washington, USA.
Eugene Lin *Department of Biostatistics, University of Washington, Seattle, Washington, USA.
Canada Parrish *Department of Emergency Medicine, University of Washington, Seattle, Washington, USA.ORCID http://orcid.org/0000-0002-8490-5370
Chialing HsuDepartment of Family Medicine, University of Washington, Seattle, Washington, USA.ORCID http://orcid.org/0009-0000-6898-0162
Mandy J HillDepartment of Emergency Medicine, UTHealth Houston, Houston, Texas, USA.
Michael GottliebDepartment of Emergency Medicine, Rush University Medical Center, Chicago, Illinois, USA.
Kristin L RisingDepartment of Emergency Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.ORCID http://orcid.org/0000-0003-3882-4956
Lauren E WiskDivision of General Internal Medicine & Health Services Research, David Geffen School of Medicine at UCLA, Los Angeles, California, USA.ORCID http://orcid.org/0000-0003-2932-4140
Nicole L GentileDepartment of Family Medicine, University of Washington, Seattle, Washington, USA.
Rachel E GeyerDepartment of Family Medicine, University of Washington, Seattle, Washington, USA.
Robert A WeinsteinDivision of Infectious Diseases, Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA.
Michelle SantangeloDepartment of Emergency Medicine, Rush University Medical Center, Chicago, Illinois, USA.
Kristyn GatlingDivision of Infectious Diseases, Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA.
Jonathan W DyalDepartment of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Joann G ElmoreDivision of General Internal Medicine & Health Services Research, David Geffen School of Medicine at UCLA, Los Angeles, California, USA.
Robert M RodriguezDepartment of Medicine, University of California Riverside School of Medicine, Riverside, California, USA.
Phillip WattsDepartment of Emergency Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.
Ji ChenSection of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA.
Zihan DiaoDepartment of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA.
Erica S SpatzSection of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA.ORCID http://orcid.org/0000-0002-1557-7713
Kwun Cg ChanUniversity of Washington, Seattle, UK.
K A StephensDepartment of Family Medicine, University of Washington, Seattle, Washington, USA.
Kelli N O'LaughlinDepartment of Emergency Medicine, University of Washington, Seattle, Washington, USA kolaugh@uw.edu.ORCID http://orcid.org/0000-0003-3027-1883
INSPIRE Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo identify subgroups with similar social determinants of health (SDOH) characteristics using latent class analysis (LCA) and examine their associations with physical and mental health, cognitive function and missed workdays at 3 and 6 months post-SARS-CoV-2 infection. We hypothesised that intersecting SDOH factors would differentially influence COVID-19-related health outcomes across subgroups.

designProspective cohort study from the Innovative Support for Patients with SARS-CoV-2 Infections Registry (INSPIRE), with longitudinal data collection and cross-sectional analyses at baseline, 3-month and 6-month follow-ups.

settingMulticentre registry across eight US academic medical centres (Chicago, Dallas, Houston, Los Angeles, New Haven, Philadelphia, San Francisco and Seattle).

participantsAdults aged ≥18 years, fluent in English or Spanish, with self-reported acute COVID-19 symptoms and a confirmed positive SARS-CoV-2 test within 42 days before enrolment (9 December 2020 to 12 August 2022), and access to an internet-connected device. Exclusions included incarceration, inability to provide informed consent, lack of confirmed SARS-CoV-2 infection or no internet access. Of 3791 eligible participants with complete baseline data, 2897 (76.4%) completed the 3-month follow-up and 2666 (70.3%) completed the 6-month follow-up; most were aged 18-49 years (74-75%), female (66-67%), white (86.6-87.5%) and non-Hispanic (86.6-87.5%). OUTCOME MEASURES: Prespecified primary outcomes were physical and mental health (Patient-Reported Outcomes Measurement Information System (PROMIS)-29 V.2.1 T-scores for depression, anxiety, fatigue, sleep disturbance, pain interference, physical function and social participation), cognitive function (PROMIS Cognitive Function Short Form 8 T-scores) and missed workdays due to illness (binary: >1 week vs ≤1 week, from a single-item survey). All measures were self-reported and collected at baseline, 3 months and 6 months; no changes from protocol.

resultsLCA identified a 4-class model as optimal (lowest Bayesian Information Criterion (BIC) after evaluating 1-7 class models; significant demographic differences (χ

conclusionsIn this US prospective cohort, SDOH-based subgroups showed persistent disparities in health outcomes post-SARS-CoV-2 infection. Findings highlight the urgent need for intersectional approaches to address systemic inequities in post-COVID-19 recovery. TRIAL REGISTRATION NUMBER: NCT04610515.

Indexed as

COVID-19Social Determinants of HealthAdultCross-Sectional StudiesFemaleHumansLatent Class AnalysisMaleMental HealthMiddle AgedPost-Acute COVID-19 SyndromeProspective StudiesRegistriesSARS-CoV-2United StatesCOVID-19Cross-Sectional StudiesHealth EquityPublic health

Identifiers

PMID42276798
PMCPMC13295834

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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.