ArticleJournal of clinical epidemiology2020
A framework for identifying and mitigating the equity harms of COVID-19 policy interventions.
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.
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.
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.
Who cites it
93 citing papers in PubMed, 3 syntheses or guidelines pooled it, 183 citations in OpenAlex.
- COVID-19 Pandemic: A Comprehensive Meta-Review of Global Impacts, Responses, and Future Preparedness.The clinical respiratory journal · 2025Pooled it
- Epidemics, Lockdown Measures and Vulnerable Populations: A Mixed-Methods Systematic Review of the Evidence of Impacts on Mother and Child Health in Low-and Lower-Middle-Income Countries.International journal of health policy and management · 2022Pooled it
- 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 · 2022Pooled it
- Enhancing translation capacities of COVID-19 researchers through interdisciplinary collaboration: empathy, awareness, and action.International journal of qualitative studies on health and well-being · 2026Article
- 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 · 2026Article
- Addressing global health equity through Global Collaborative Evidence Networks: a narrative literature review of governance models, power and participation.Globalization and health · 2026Review
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- The unintended health effects of US COVID-19 lockdowns: a systematic review.Health affairs scholar · 2025Review
- Improving the reporting on health equity in observational research (STROBE-Equity): extension checklist and elaboration.BMJ (Clinical research ed.) · 2025Article
- 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 · 2025Article
- A conceptual framework to integrate parents' cultural determinants in the care of preterm infants in the neonatal intensive care unit.Journal of health, population, and nutrition · 2025Review
- Enhancing Healthcare for People with Disabilities Through Artificial Intelligence: Evidence from Saudi Arabia.Healthcare (Basel, Switzerland) · 2025Article
- Equity in epidemic response: an action-oriented framework for guiding public health in equitable responses to major infectious disease emergencies.International journal for equity in health · 2025Review
- Molecular Farming for Immunization: Current Advances and Future Prospects in Plant-Produced Vaccines.Vaccines · 2025Review
- The Impact of the COVID-19 Pandemic on Health and Health Care Experience in Those With Polycystic Ovary Syndrome.International journal of women's health · 2025Article
- Development of an overarching framework for anticipating and assessing adverse and other unintended consequences of public health interventions (CONSEQUENT): a best-fit framework synthesis.BMJ public health · 2024Article
- Mobile apps to reduce depressive symptoms and alcohol use in youth: A systematic review and meta-analysis: A systematic review.Campbell systematic reviews · 2024Review
- An Accessible Web-Based Survey to Monitor the Mental Health of People With Mild Intellectual Disability or Low Literacy Skills During the COVID-19 Pandemic: Comparative Data Analysis.JMIR public health and surveillance · 2024Article
- Outreach work in Belgian primary care practices during COVID-19: results from the cross-sectional PRICOV-19 study.BMC primary care · 2024Article
33 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 6 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
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.
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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.