Evidence map›Paper›PMID 41647653›Full record

ArticleThe Lancet. Primary care2026

Post-COVID-19 condition and disparities in daily functional activities in England: a retrospective analysis of data from the Virus Watch community cohort.

Wing Lam Erica Fong, Sarah Beale, Vincent Grigori Nguyen, Jana Kovar, Alexei Yavlinsky, Andrew C Hayward, Ibrahim Abubakar, Sander M J van Kuijk, Robert W Aldridge

Abstract read
In one paragraph

Article in The Lancet. Primary care, 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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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

9 authors.

Wing Lam Erica FongInstitute of Health Informatics, University College London, London, UK.
Sarah BealeInstitute of Health Informatics, University College London, London, UK.
Vincent Grigori NguyenInstitute of Health Informatics, University College London, London, UK.
Jana KovarInstitute of Health Informatics, University College London, London, UK.
Alexei YavlinskyInstitute of Health Informatics, University College London, London, UK.
Andrew C HaywardInstitute of Epidemiology and Health Care, University College London, London, UK.
Ibrahim AbubakarFaculty of Population Health Sciences, University College London, London, UK.
Sander M J van KuijkDepartment of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre (MUMC), Maastricht, Netherlands.
Robert W AldridgeInstitute of Health Informatics, University College London, London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Post-COVID-19 condition is increasingly recognised to impair daily functioning. In the UK and many other settings worldwide, primary care is the first point of contact and key provider of care for people with the condition. Consequently, identifying groups at heightened risk allows primary care services to tailor assessment, support, and referral pathways more effectively. This analysis aims to investigate the role of socioeconomic deprivation, migration status, and ethnicity in experiencing limitations in six functional activities. Methods: We used data from Virus Watch, a prospective community cohort study in England and Wales, which enrolled 58 628 participants between June 22, 2020, and March 31, 2025. Participants self-reported new persistent symptoms and their effects on six functional activities (work or education, concentration, self-care, care for others, performance of necessary activities outside the house, and engagement in enjoyable activities) through six surveys over 4 years (2021-24). In this retrospective analysis, participants were included if they (1) were aged 18 years or older and lived in England; (2) were successfully linked to national hospitalisation, COVID-19 testing and vaccination, and mortality data; (3) were not admitted to hospital for or with COVID-19; and (4) self-reported persistent symptoms that met the WHO consensus definition of post-COVID-19 condition. Logistic regression was used to assess how deprivation level, migration status, and ethnic minority status were associated with the odds of experiencing each functional limitation, adjusting for sociodemographic variables. Findings: 776 individuals with post-COVID-19 condition were included in this analysis (552 [71%] female, 224 [29%] male; 685 [88%] White British, 88 [11%] ethnic minority, and 11 [1%] missing ethnicity). 686 (88%) reported experiencing limitations in at least one daily activity. Individuals with post-COVID-19 condition in Index of Multiple Deprivation quintile (IMD) 1 (the most deprived quintile) had higher adjusted odds of limitations in work or education (adjusted odds ratio [aOR]; 2·30 [95% CI 1·12-4·93]), concentration (2·78 [1·42-5·81]), self-care (2·11 [1·06-4·16]), and doing necessary activities outside the house (2·06 [1·12-3·90]) than those in IMD 5 (the least deprived). Those in IMD 2 also experienced increased odds of limitations in work or education (1·90 [1·09-3·34]) and concentration (1·91 [1·17-3·14]) compared to those in IMD 5. We found no evidence of associations between migration status or minority ethnicity status with functional limitations (migration status aOR range from 0·67 [0·25-1·73] to 1·52 [0·64-3·77]; minority ethnicity status aOR range from 0·66 [0·35-1·17] to 1·41 [0·82-2·53]). Interpretation: Socioeconomic deprivation, rather than migration status or ethnicity, primarily drives functional limitations within this cohort of individuals with post-COVID-19 condition. Functional limitations might perpetuate cycles of deprivation and further exacerbate health inequalities. Equitable access to primary care and rehabilitation and support services, alongside workplace and educational adaptations, is needed to address the functional limitations of those affected by post-COVID-19 condition. Similar strategies might also be used to support individuals with long-term functional impairment following other post-acute infection syndromes. Funding: Medical Research Council, Wellcome Trust, and European Union.

Identifiers

PMID41647653
PMCPMC12867958

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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.