Evidence map›Paper›PMID 41449581›Full record

ReviewJournal of public health (Oxford, England)2026

Equity considerations when making decisions to scale-up health interventions: a review and analysis of scalability assessment resources.

Karen Lee, Yvonne Laird, Andrew Milat, Kenneth Chen, Roberta de Carvalho Corôa, Adrian Bauman, France Legare, Sarah Marshall

Abstract readReview
In one paragraph

Review in Journal of public health (Oxford, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Equitable Patient and Public Involvement Strategies for Scaling Health and Social Care Interventions: A Consensus Study Inspired by Delphi Methods.Health expectations : an international journal of public participation in health care and health policy · 2026
    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

8 authors.

Karen LeePrevention Research Collaboration, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, 2006, Australia.ORCID 0000-0003-2453-2207
Yvonne LairdPrevention Research Collaboration, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, 2006, Australia.ORCID 0000-0001-9447-3439
Andrew MilatPrevention Research Collaboration, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, 2006, Australia.
Kenneth ChenMunk School of Global Affairs and Public Policy, University of Toronto, The Observatory, 315 Bloor St W, Toronto, ON, M5S 0A7, Canada.
Roberta de Carvalho CorôaFaculté of Medicine, Université Laval, Université Laval, 2325 Rue de l'Université, Québec G1V 0A6, Canada.
Adrian BaumanPrevention Research Collaboration, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, 2006, Australia.ORCID 0000-0002-0369-4621
France LegareFaculté of Medicine, Université Laval, Université Laval, 2325 Rue de l'Université, Québec G1V 0A6, Canada.
Sarah MarshallPrevention Research Collaboration, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, 2006, Australia.ORCID 0000-0002-1462-3087

Funding

New South Wales Ministry of Health Canada Research Chair (CRC) programPrevention Research Support Program
6 · The paper itself

Abstract

backgroundScale-up of effective interventions is needed to achieve population health outcomes. Before scaling-up, many assess the potential scalability of interventions using a scalability assessment resource. Given the critical importance of reducing health inequities, understanding how equity is considered in these resources merits investigation. We sought to determine if scalability resources consider equity and, if so, how equity is applied.

methodsA structured search of the literature identified 28 scalability resources. A deductive content analysis was undertaken by two independent coders to identify key aspects of equity concepts within the resources.

resultsOf the resources identified, only half explicitly mentioned equity or equity-related terms; none provided a clear definition of equity. Of the half that mention equity, only three included an equity-specific step while only two included equity as a guiding principle. Three-quarters highlighted a range of disadvantaged groups for consideration, with race/ethnicity and socio-economic status being most frequently mentioned.

conclusionThis highlights an important gap in current scalability assessment resources and provides an opportunity to improve the systematic consideration of equity. Without more concerted effort to consider equity in scalability assessments, it may result in disadvantaged and marginalized groups being exposed to increasing inequity even when interventions are scaled-up.

Indexed as

Decision MakingHealth EquityHealth InequitiesHealthcare DisparitiesHumansequityguidesscalabilityscale-uptools

Identifiers

PMID41449581
PMCPMC13017930

What OpenQuestion holds

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LicenceCC BY-NC
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.