Evidence map›Paper›PMID 37040329›Full record

ArticlePLoS medicine2023

The COVID-19 pandemic and health-related quality of life across 13 high- and low-middle-income countries: A cross-sectional analysis.

Mara Violato, Jack Pollard, Andrew Lloyd, Laurence S J Roope, Raymond Duch, Matias Fuentes Becerra, Philip M Clarke

Abstract read
In one paragraph

Article in PLoS medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.

0numbers the graph read from it
0cells of the map it votes in
28citing 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

28 citing papers in PubMed.

  1. Cognitive Orientation to Daily Occupational Performance (CO-OP) in Parkinson's: Randomized Trial Findings.Canadian journal of occupational therapy. Revue canadienne d'ergotherapie · 2026
    Trial
  2. Trial
  3. Trial
  4. Observational
  5. EQ-5D-5L population norms for Singapore: a household survey-based analysis.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
    Article
  6. Validity of EQ-5D-5L breathing and cognition bolt-ons in non-hospitalized patients after COVID-19.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
    Article
  7. Article
  8. EuroQol data for assessment of population health needs and instrument evaluation (EQ-DAPHNIE): a study for enhancing population health assessment.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025
    Article
  9. Review
  10. Acute SARS-CoV-2 infection.Nature reviews. Disease primers · 2025
    Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Observational
  18. Article
  19. The relationship between healthcare access and change in health-related quality-of-life among the general population of five countries during the COVID-19 pandemic.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2024
    Article
  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

7 authors.

Mara ViolatoHealth Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-0484-7706
Jack PollardHealth Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-2403-2635
Andrew LloydAcaster Lloyd Consulting Ltd, London, England, United Kingdom.ORCID 0000-0002-7597-6556
Laurence S J RoopeHealth Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.ORCID 0000-0001-9098-9331
Raymond DuchNuffield College, University of Oxford, Oxford, United Kingdom.
Matias Fuentes BecerraDepartment of Economics, School of Economics and Business, University of Chile, Santiago, Región Metropolitana, Chile.ORCID 0000-0001-5777-7580
Philip M ClarkeHealth Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-7555-5348

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMost research on the Coronavirus Disease 2019 (COVID-19) health burden has focused on confirmed cases and deaths, rather than consequences for the general population's health-related quality of life (HRQoL). It is also important to consider HRQoL to better understand the potential multifaceted implications of the COVID-19 pandemic in various international contexts. This study aimed to assess the association between the COVID-19 pandemic and changes in HRQoL in 13 diverse countries. METHODS AND

findingsAdults (18+ years) were surveyed online (24 November to 17 December 2020) in 13 countries spanning 6 continents. Our cross-sectional study used descriptive and regression-based analyses (age adjusted and stratified by gender) to assess the association between the pandemic and changes in the general population's HRQoL, measured by the EQ-5D-5L instrument and its domains (mobility, self-care, usual activities, pain/discomfort, and anxiety/depression), and how overall health deterioration was associated with individual-level (socioeconomic, clinical, and experiences of COVID-19) and national-level (pandemic severity, government responsiveness, and effectiveness) factors. We also produced country-level quality-adjusted life years (QALYs) associated to COVID-19 pandemic-related morbidity. We found that overall health deteriorated, on average across countries, for more than one-third of the 15,480 participants, mostly in the anxiety/depression health domain, especially for younger people (<35 years old) and females/other gender. This translated overall into a 0.066 mean "loss" (95% CI: -0.075, -0.057; p-value < 0.001) in the EQ-5D-5L index, representing a reduction of 8% in overall HRQoL. QALYs lost associated with morbidity were 5 to 11 times greater than QALYs lost based on COVID-19 premature mortality. A limitation of the study is that participants were asked to complete the prepandemic health questionnaire retrospectively, meaning responses may be subject to recall bias.

conclusionsIn this study, we observed that the COVID-19 pandemic was associated with a reduction in perceived HRQoL globally, especially with respect to the anxiety/depression health domain and among younger people. The COVID-19 health burden would therefore be substantially underestimated if based only on mortality. HRQoL measures are important to fully capture morbidity from the pandemic in the general population.

Indexed as

COVID-19Quality of LifeAdultCross-Sectional StudiesDeveloping CountriesFemaleHealth StatusHumansPandemicsRetrospective Studies

Identifiers

PMID37040329
PMCPMC10089360

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.