Evidence map›Paper›PMID 42699216›Full record

ArticleGlobal health research and policy2026

Design and method considerations for equity-centered implementation science and practice: A PEDALs approach.

Run Sherry Wang, Wenjun He, Lijing Yan, Rohit Ramaswamy, Judith N Wasserheit, Mosoka P Fallah, Ntuli Kapologwe, Malabika Sarker, Yiyuan Cai, Blandina Theophil Mmbaga and 6 more

Abstract read
In one paragraph

Article in Global health research and policy, 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. Review
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.

Run Sherry WangSouthern Medical University Institute for Global Health (SIGHT), Dermatology Hospital of Southern Medical University (SMU), Guangzhou, China.
Wenjun HeSouthern Medical University Institute for Global Health (SIGHT), Dermatology Hospital of Southern Medical University (SMU), Guangzhou, China.
Lijing YanGlobal Health Research Center, Duke Kunshan University, Kunshan, China.
Rohit RamaswamyJames M Anderson Center for Health Systems Excellence, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.
Judith N WasserheitMedical School, University of Washington, Seattle, Washington, USA.
Mosoka P FallahAfrica Centres for Disease Control and Prevention, Science and Innovation Directorate, Addis Ababa, Ethiopia.
Ntuli KapologweEast, Central, and Southern Africa Health Community (ECSA-HC), Arusha, Tanzania.
Malabika SarkerBrown School of Public Health, Brown University, RI, USA.
Yiyuan CaiAcacia Lab for Primary Healthcare, Department of epidemiology and health statistics, School of Public Health, Guizhou Medical University, Gui'an, China.
Blandina Theophil MmbagaKilimanjaro Christian Medical Center, Moshi, Tanzania.
Dan WuDepartment of Social Medicine and Health Education, School of Public Health, Nanjing Medical University, Nanjing, China.
Donna SpiegelmanCenter for Methods in Implementation and Prevention Science, Department of Biostatistics, Yale School of Public Health, Yale University, New Haven, CT, USA.
Jia Bainga KangbaiDepartment of Public Health, Njala University, Bo City, Sierra Leone.
Easmon OtupiriDepartment of Population, Family and Reproductive Health, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Mathuros TipayamongkholgulASEAN Institute for Health Development, Mahidol University, Nakhon Pathom, Thailand.
Dong Roman XuSouthern Medical University Institute for Global Health (SIGHT), Dermatology Hospital of Southern Medical University (SMU), Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The persistent "know-do gap"-the lag between the development of evidence-based practices (EBPs) and their routine use in health systems-remains a barrier to achieving global health equity. Implementation science offers a pathway to bridge this gap, but without an explicit equity focus, it risks reinforcing existing disparities. In this perspective, we propose an equity-centered adaptation of the PEDALs model (Problem, Evidence-based practice, Determinants, Action, Long-term use, and scale) to guide more just and context-sensitive implementation efforts in global health. We describe how each stage of PEDALs can be used to embed equity considerations in implementation research and practice. These include identifying root causes of inequity-linked health problems (P), using both scientific and practice-based evidence while adapting or de-implementing interventions (E), engaging marginalized voices when analyzing barriers and facilitators (D), co-designing contextually grounded implementation strategies (A), and measuring long-term implementation outcomes through an equity lens (L), including attention to scalability, iterative learning, and proper design and methods (s). We highlight methodological considerations-such as hybrid designs, embedded and workflow-based research, and rapid and participatory methods-that support timely, relevant, and equitable implementation. Our model builds on the concept of "radical incrementalism" to emphasize steady, equity-driven change that is responsive to diverse settings, especially in low- and middle-income countries. This modified PEDALs-based approach offers a practical structure for design and methodological considerations in advancing equity-centered implementation science.

Indexed as

Evidence-Based PracticeHealth EquityImplementation ScienceHumans

Identifiers

PMID42699216
PMCPMC13544089

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Registered trials

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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.