Evidence map›Paper›PMID 41801915›Full record

SynthesisPloS one2026

Exploring equity in audit and feedback trials: Secondary analysis of a systematic review.

Zeenat Ladak, Camille Williams, Tolulope Ojo, Camille Renee, Aranee Senthilmurugan, Thomas A Willis, Victor C Rentes, Armaghan Dabbagh, Heather A Shepherd, Tasneem Khan and 6 more

Abstract readSystematic Review
In one paragraph

Synthesis in PloS one, 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

16 authors.

Zeenat LadakUniversity of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0001-8904-3186
Camille WilliamsWomen's College Hospital Institute for Health System Solutions and Virtual Care, Toronto, Ontario, Canada.
Tolulope OjoUniversity of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0003-3230-583X
Camille ReneeWomen's College Hospital Institute for Health System Solutions and Virtual Care, Toronto, Ontario, Canada.
Aranee SenthilmuruganWomen's College Hospital Institute for Health System Solutions and Virtual Care, Toronto, Ontario, Canada.
Thomas A WillisUniversity of Leeds, Leeds, United Kingdom.ORCID https://orcid.org/0000-0002-0252-9923
Victor C RentesUniversity of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0001-9214-3815
Armaghan DabbaghUniversity of Toronto, Toronto, Ontario, Canada.
Heather A ShepherdUniversity of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0003-0665-8674
Tasneem KhanUniversity of Leeds, Leeds, United Kingdom.ORCID https://orcid.org/0000-0003-3211-9324
Janyce GnanviUniversité Laval, Québec, Canada.
Mary CarterUniversity of Exeter, Exeter, United Kingdom.ORCID https://orcid.org/0000-0002-1063-5814
Ambreen SayaniUniversity of Toronto, Toronto, Ontario, Canada.
Lynne MooreUniversité Laval, Québec, Canada.
Aisha LoftersUniversity of Toronto, Toronto, Ontario, Canada.
Noah M IversUniversity of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0003-2500-2435

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOne potential approach to eliminating or reducing health inequities for health systems is audit and feedback (A&F). A&F involves providing measurements of quality indicators to health professionals to support continuous quality improvement, and to increase clinicians' adherence to clinical practice guidelines. In theory, A&F could help direct efforts toward equity deserving sub-groups (e.g., gender-diverse individuals or those living with low-income) by highlighting factors that may place such sub-groups at higher risk of poor health outcomes. In cases where healthcare professionals can make adjustments to their practice or advocate for mitigating supports or services, A&F - when applied broadly - could help to address some health inequities. However, it is unknown whether and how A&F interventions are currently being used to support equity-oriented quality improvement. In this study, we sought to examine the extent to which trials evaluating A&F interventions address health equity.

methodsWe conducted a secondary analysis of randomized controlled trials included in the latest Cochrane systematic review on the effects of A&F on professional practice, which included articles published up to 2020. We used the PROGRESS-Plus framework to consider the extent to which variables related to equity were examined in the trials. Based on extracted data, studies were categorized as not equity-oriented, equity-informed, or equity-focused.

resultsOf the 271 articles included within this analysis, 44% of trials were classified as not equity-oriented (n = 120), 35% as equity-informed (n = 95), and 21% as equity-focused (n = 56). The proportion of equity-focused and informed trials increased over the timeline assessed. Only two articles described an equity-oriented framework approach. Only three articles explicitly reported how equity was embedded in their A&F process by highlighting factors including age, gender/sex, and substance use as part of the patient data presented in their feedback. The PROGRESS-Plus factors most commonly considered in the methods or analysis of the trials were age, insurance status, place of residence, and gender/sex.

conclusionsA&F trials rarely examine or report the extent to which equity issues inform trial design, A&F processes, analyses, and/or interpretations. Our findings suggest a need for future A&F trials that test explicit approaches to incorporating equity-related interventions to address health equity by helping healthcare professionals, teams, and organizations to be more aware of inappropriate discrepancies in care.

Indexed as

Health EquityFeedbackHumansQuality ImprovementRandomized Controlled Trials as TopicSecondary Data Analysis

Identifiers

PMID41801915
PMCPMC12970933

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.