Evidence map›Paper›PMID 32526461›Full record

ArticleJournal of clinical epidemiology2020

A framework for identifying and mitigating the equity harms of COVID-19 policy interventions.

Rebecca E Glover, May C I van Schalkwyk, Elie A Akl, Elizabeth Kristjannson, Tamara Lotfi, Jennifer Petkovic, Mark P Petticrew, Kevin Pottie, Peter Tugwell, Vivian Welch

Open access · hybridAbstract read
In one paragraph

Article in Journal of clinical epidemiology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 93 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
93citing papers in PubMed, 3 pooled it
11.2field-weighted citation impact, top 1% of its field
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

93 citing papers in PubMed, 3 syntheses or guidelines pooled it, 183 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. A Systematic Review of Economic Evaluations of COVID-19 Interventions: Considerations of Non-Health Impacts and Distributional Issues.Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research · 2022
    Pooled it
  4. Article
  5. A Nation of Disasters: Lessons on Systemic Risks and Cascading Impacts From Malawi's COVID-19 Experience.Risk analysis : an official publication of the Society for Risk Analysis · 2026
    Article
  6. Review
  7. Revista panamericana de salud publica = Pan American journal of public health · 2026
    Article
  8. Revista panamericana de salud publica = Pan American journal of public health · 2026
    Article
  9. Review
  10. Article
  11. Cognitive processes of ingroup favoritism across 20 countries: An eye-tracking investigation of culture, behavior, and cognition.Proceedings of the National Academy of Sciences of the United States of America · 2025
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33 more citing papers are in PubMed but not listed here.

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

10 authors at 6 institutions in 3 countries.

Rebecca E GloverLondon School of Hygiene and Tropical Medicine, 15-17 Tavistock Place, London WC1H 9SH. Electronic address: rebecca.glover@lshtm.ac.uk.
May C I van SchalkwykLondon School of Hygiene and Tropical Medicine, 15-17 Tavistock Place, London WC1H 9SH.
Elie A AklDepartment of Epidemiology and Population Health, American University of Beirut, Beirut, Lebanon.
Elizabeth KristjannsonSchool of Psychology, Faculty of Social Sciences, University of Ottawa, Ottawa, Ontario L8S 4L8, Canada.
Tamara LotfiDepartment of Health Research Methods, Evidence & Impact, McMaster University, 1280 Main St W, Hamilton, Ontario L8S 4L8, Canada.
Jennifer PetkovicBruyere Research Institute, Ottawa, Canada.
Mark P PetticrewLondon School of Hygiene and Tropical Medicine, 15-17 Tavistock Place, London WC1H 9SH.
Kevin PottieDepartment of Family Medicine, Bruyere Research Institute, University of Ottawa, Ottawa, Ontario L8S 4L8, Canada.
Peter TugwellDepartment of Medicine, Bruyere Research Institute, University of Ottawa, Ottawa, Ontario L8S 4L8, Canada; Ottawa Hospital Research Institute, Ottawa, Ontario L8S 4L8, Canada.
Vivian WelchBruyere Research Institute, Ottawa, Canada; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario L8S 4L8, Canada.
Bruyère · CALondon School of Hygiene & Tropical Medicine · GBAmerican University of Beirut · LBImpact · CAOttawa Hospital Research InstituteUniversity of Ottawa · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCoronavirus disease 2019 (COVID-19) is a global pandemic. Governments have implemented combinations of "lockdown" measures of various stringencies, including school and workplace closures, cancellations of public events, and restrictions on internal and external movements. These policy interventions are an attempt to shield high-risk individuals and to prevent overwhelming countries' healthcare systems, or, colloquially, "flatten the curve." However, these policy interventions may come with physical and psychological health harms, group and social harms, and opportunity costs. These policies may particularly affect vulnerable populations and not only exacerbate pre-existing inequities but also generate new ones.

methodsWe developed a conceptual framework to identify and categorize adverse effects of COVID-19 lockdown measures. We based our framework on Lorenc and Oliver's framework for the adverse effects of public health interventions and the PROGRESS-Plus equity framework. To test its application, we purposively sampled COVID-19 policy examples from around the world and evaluated them for the potential physical, psychological, and social harms, as well as opportunity costs, in each of the PROGRESS-Plus equity domains: Place of residence, Race/ethnicity, Occupation, Gender/sex, Religion, Education, Socioeconomic status, Social capital, Plus (age, and disability).

resultsWe found examples of inequitably distributed adverse effects for each COVID-19 lockdown policy example, stratified by a low- or middle-income country and high-income country, in every PROGRESS-Plus equity domain. We identified the known policy interventions intended to mitigate some of these adverse effects. The same harms (anxiety, depression, food insecurity, loneliness, stigma, violence) appear to be repeated across many groups and are exacerbated by several COVID-19 policy interventions.

conclusionOur conceptual framework highlights the fact that COVID-19 policy interventions can generate or exacerbate interactive and multiplicative equity harms. Applying this framework can help in three ways: (1) identifying the areas where a policy intervention may generate inequitable adverse effects; (2) mitigating the policy and practice interventions by facilitating the systematic examination of relevant evidence; and (3) planning for lifting COVID-19 lockdowns and policy interventions around the world.

Indexed as

Health PolicyHealth Status DisparitiesCOVID-19Health EquityHumansPandemicsPublic HealthQuarantineVulnerable PopulationsAdverse effectsCOVID-19EquityImpact assessmentInequityPublic health

Identifiers

PMID32526461
PMCPMC7280094
OpenAlexW3033424552

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.