Evidence map›Paper›PMID 41560985›Full record

ArticleLearning health systems2026

Enriched core competencies for health services and policy research-An update.

Meghan McMahon, Rhonda Boateng, Richard H Glazier, Stephen Bornstein, Shanthi Johnson, Carl-Ardy Dubois, Matthew Menear, Tara Sampalli, Tracy Wasylak, Deborah Marshall and 3 more

Abstract read
In one paragraph

Article in Learning health systems, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Next Frontiers in Embedded Research Career Pathways; A Response to Recent Commentaries.International journal of health policy and management · 2025
    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

13 authors.

Meghan McMahonCanadian Institutes of Health Research Institute of Health Services and Policy Research Toronto Ontario Canada.
Rhonda BoatengCanadian Institutes of Health Research Institute of Health Services and Policy Research Toronto Ontario Canada.
Richard H GlazierCanadian Institutes of Health Research Institute of Health Services and Policy Research Toronto Ontario Canada.
Stephen BornsteinPan-Canadian Training Modernization Task Force for Health Services and Policy Research.
Shanthi JohnsonPan-Canadian Training Modernization Task Force for Health Services and Policy Research.
Carl-Ardy DuboisPan-Canadian Training Modernization Task Force for Health Services and Policy Research.
Matthew MenearPan-Canadian Training Modernization Task Force for Health Services and Policy Research.
Tara SampalliPan-Canadian Training Modernization Task Force for Health Services and Policy Research.
Tracy WasylakPan-Canadian Training Modernization Task Force for Health Services and Policy Research.
Deborah MarshallPan-Canadian Training Modernization Task Force for Health Services and Policy Research.ORCID https://orcid.org/0000-0002-8467-8008
Denis RoyPan-Canadian Training Modernization Task Force for Health Services and Policy Research.
Deepa SingalPan-Canadian Training Modernization Task Force for Health Services and Policy Research.
Adalsteinn BrownInstitute of Health Policy, Management and Evaluation University of Toronto Toronto Ontario Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Doctoral and postdoctoral training in health services and policy research (HSPR) needs to evolve to address changing career trajectories, emerging health system challenges, and the advancement of learning health systems. This changing landscape necessitates examination of the core competencies that underpin training. This study presents a refreshed set of core competencies for HSPR to guide the modernization of training and considerations for implementation. Methods: Qualitative methods and an iterative development process with extensive community engagement throughout were used. Data were obtained from multiple sources, including literature reviews, surveys, key informant interviews, focus groups, Task Force meetings, a consensus workshop, and a validation process (Fall 2022 to May 2024). The study setting is Canada. Results: The refreshed core competencies include nine essential domains that maintain an emphasis on rigorous scholarly preparation and prioritize leadership and other professional skills deemed essential to contribute to evidence-informed system improvement and learning health systems. Additionally, the framework features two new transversal domains: Equity, Diversity, Inclusion, Accessibility, and Anti-Oppression; and Indigenous Cultural Safety and Humility. These domains are considered fundamental principles to be embedded into all aspects of HSPR competencies and training, fostering more inclusive and equitable leaders and health systems. Conclusions: As health systems continuously evolve, so too should the questions researchers address, the methods they use, and the skills needed to maximize contributions to evidence-informed health system improvement and learning health systems. The refreshed core competencies for HSPR maintain important continuity with the inaugural competency framework while also including several important additions. The framework allows for flexibility in its implementation and us; it can be used to guide the enhancement of existing training programs, the development of new ones, and the growth and development of a HSPR workforce with the skills to lead and contribute within learning health systems.

Indexed as

competency‐based traininghealth services and policy researchlearning health systemsresearch impactworkforce

Identifiers

PMID41560985
PMCPMC12812484

What OpenQuestion holds

Textmetadata
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.