Evidence map›Paper›PMID 42224159›Full record

ArticlePLOS global public health2026

Implementation research for advancing health equity: Design and competency-based assessment of a short-term implementation research training program focused on health equity in global health.

Anna Helova, Kevin Owuor, Camryn Durham, Erin Tech, Olakunle Alonge

Abstract read
In one paragraph

Article in PLOS global public 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
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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.

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

5 authors.

Anna HelovaSparkman Center for Global Health, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, United States of America.ORCID https://orcid.org/0000-0002-2177-756X
Kevin OwuorSparkman Center for Global Health, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, United States of America.ORCID https://orcid.org/0000-0003-0712-3209
Camryn DurhamSparkman Center for Global Health, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, United States of America.
Erin TechSparkman Center for Global Health, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, United States of America.
Olakunle AlongeSparkman Center for Global Health, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, United States of America.ORCID https://orcid.org/0000-0001-7642-2806

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Implementation research (IR) provides tools to address health inequities and complex global health issues, facilitating real-world health impact at scale. Limited training opportunities exist for applying IR to health inequities. The 2024 Sparkman Center for Global Health Summer Institute (SI) in the School of Public Health, University of Alabama at Birmingham, provided a one-week intensive workshop that introduced concepts, methodologies, and applications of IR in global health settings, explicitly targeting health inequities. This paper describes a competency-based assessment of SI. We utilized the reliability- and validity-tested Self-evaluation of Implementation Research Competencies and Objective Assessment questionnaires. Analyses included pre/post-SI comparisons of self-assessed knowledge, self-efficacy, and objective knowledge scores; associations between participant characteristics and changes in knowledge/self-efficacy scores; and explored psychometric properties of the objective assessment tool to estimate item difficulty and discrimination parameters. Open-ended questions were analyzed thematically to reveal participant experiences, perceived relevance of the training, and suggestions for future improvement. SI was completed by 28 participants from 12 countries working on various global health topics. Equity considerations within projects focused on social/structural barriers, differentiating outcomes, and strategies to target disadvantaged groups within IR. Significant improvements were observed across IR domains, with the mean self-assessed knowledge increasing from 57.67% [Confidence interval (CI):43.78; 71.55] to 87.68% (CI: 76.96;98.41), p = 0.003, and the largest improvements in competencies related to stakeholder engagement, scientific inquiry, and the application of IR strategies to real-world problems. Objective assessment scores demonstrated modest, nonsignificant improvement, increasing from 65.35% (CI: 61.28;69.41) to 68.18% (CI: 64.38;71.97), p = 0.324). Participants reported high satisfaction with SI's structure, content, and delivery, highlighting its practical focus on stakeholder engagement, real-world case studies, mentorship, networking, calling for continued mentorship engagement and further training. This evaluation will be used to improve the impact of IR training in global health settings, emphasizing importance of hands-on application of IR concepts in tackling health inequities.

Identifiers

PMID42224159
PMCPMC13225376

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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.