Evidence map›Paper›PMID 41419318›Full record

ReviewJournal of epidemiology and community health2026

Incorporating an equity perspective in systematic reviews of interventions: potential methodological approaches.

Mhairi Campbell, G J Melendez-Torres, Vivian Welch, Jennifer Petkovic, Ffion Curtis, S Vittal Katikireddi

Abstract readReview
In one paragraph

Review in Journal of epidemiology and community health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

6 authors.

Mhairi CampbellSchool of Health and Wellbeing, University of Glasgow, Glasgow, UK Mhairi.Campbell@glasgow.ac.uk.ORCID http://orcid.org/0000-0002-4416-7270
G J Melendez-TorresUniversity of Exeter, Exeter, UK.
Vivian WelchBruyere Health Research Institute, University of Ottawa, Ottawa, Ontario, Canada.
Jennifer PetkovicBruyere Health Research Institute, University of Ottawa, Ottawa, Ontario, Canada.
Ffion CurtisUniversity of Liverpool, Liverpool, UK.
S Vittal KatikireddiSchool of Health and Wellbeing, University of Glasgow, Glasgow, UK.ORCID http://orcid.org/0000-0001-6593-9092

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Health inequities are unnecessary, avoidable and unjust differences in health across social groups. Addressing them is a priority for governments and health systems worldwide, requiring not only specific interventions targeting inequity but also embedding equity across all decision-making. Systematic reviews of interventions underpin health decision-making and could, therefore, be a key mechanism to address inequities, but most reviews are limited in their approach to considering equity and often only conclude data for subgroup analyses are unavailable. While some guidance is available, it largely focuses on reviews of interventions specifically seeking to reduce inequities and is published in disparate literature. We describe approaches to incorporate an equity perspective relevant to all systematic reviews of interventions, even when equity is not the primary review focus.Consideration of equity may be needed at all stages of the review process. Planning the review involves examining theory, using logic models, involving relevant people and organisations, and considering if additional sources of evidence are needed. Investigating the data requires examining the external validity of primary studies, including who was involved in the primary studies, and the reach of interventions. The synthesis process includes selecting appropriate analysis, considering the implications of reporting absolute or relative equity effects of the intervention, exploring and understanding mechanisms and assessing certainty of the evidence in relation to equity. Interpreting results involves linking theory with evidence and discussing implications and limitations. We hope this article helps review authors make best use of the available evidence to incorporate equity into systematic reviews.

Indexed as

Healthcare DisparitiesHealth EquityHealth Status DisparitiesReview Literature as TopicSystematic Reviews as TopicDecision MakingHumansResearch DesignHealth inequalitiesPUBLIC HEALTHRESEARCH DESIGNSYSTEMATIC REVIEW

Identifiers

PMID41419318
PMCPMC13151474

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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.