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ArticleAIDS and behavior2026

Physician Education and Peer Comparisons to Reduce Cardiovascular Risk Among People Living with HIV: A Stepped-Wedge Cluster Randomized Trial.

Joseph A Ladapo, Allison J Ober, Hoanglong Nguyen, Brian S Mittman, Un Young Rebecca Chung, Chi-Hong Tseng, Soma Wali, Allison L Diamant

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Article in AIDS and behavior, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03687060 (Behavioral Economics and Implementation Research to Reduce Cardiovascular Risk in HIV-Infected Adults), which is not on this map. Not yet cited in PubMed.

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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.

NCT03687060 naunknown statusnot on this map

Behavioral Economics and Implementation Research to Reduce Cardiovascular Risk in HIV-Infected Adults

TypeinterventionalSponsorUniversity of California, Los AngelesRan2019 to 2024Enrolled75ConditionsHIV, Cardiovascular DiseasesArmsKnowledge assessment, Education Intervention, Provider Feedback
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

8 authors.

Joseph A LadapoDepartment of Medicine, University of Florida College of Medicine, 1600 SW Archer Road, Gainesville, FL, 32610, USA. Joseph.Ladapo@medicine.ufl.edu.
Allison J OberOber Insights, Los Angeles, CA, USA.
Hoanglong NguyenDepartment of Medicine, Olive View-UCLA Medical Center, Sylmar, CA, USA.
Brian S MittmanDepartment of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
Un Young Rebecca ChungDepartment of Medicine, UCLA Geffen School of Medicine, Los Angeles, CA, USA.
Chi-Hong TsengDepartment of Medicine, UCLA Geffen School of Medicine, Los Angeles, CA, USA.
Soma WaliDepartment of Medicine, Olive View-UCLA Medical Center, Sylmar, CA, USA.
Allison L DiamantDepartment of Medicine, UCLA Geffen School of Medicine, Los Angeles, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiovascular disease is a major cause of death among people living with HIV (PLWH). We developed a multilevel implementation strategy to increase evidence-based statin use, which is under-prescribed in PLWH. Through a stepped-wedge cluster randomized trial in seven HIV clinics in Los Angeles, we implemented a physician champion-led education intervention and behavioral economics-informed peer comparisons. Each clinician's statin prescribing rate relative to top-performing physicians was reported back monthly, with language leveraging social norms and self-image. We also conducted post-intervention, semi-structured interviews with providers. We enrolled 37 participants, of which 29 were clinicians seeing PLWH as a primary HIV provider. We were unable to obtain complete electronic health records from two clinics. At baseline, the five clinics saw a total of 1304 PLWH during 4565 office visits, and the proportion of statin-eligible clinic visits during which a statin was prescribed was 53.65%. This increased to 58.1% after the education intervention and was 57.48% after the peer comparison intervention. The effects of the education intervention (- 1.2% points; 95% CI, - 3.68 to 1.10) and peer comparison intervention (0.052% points; 95% CI, - 3.89 to 3.77) were not significant. Providers thought feedback emails were acceptable and could be effective but most found the language and information in the emails to be lacking detail, and most found the peer comparison language to be off-putting. An implementation strategy that included a champion-led education intervention and a physician peer comparison intervention informed by principles of behavioral economics did not significantly increase evidence-based statin prescribing for PLWH.Trial registration: This trial is registered with the National Institutes of Health at ClinicalTrials.gov under identifier NCT03687060.

Indexed as

Cardiovascular disease preventionHIVImplementation scienceStatinsStepped wedge design

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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.