Evidence map›Paper›PMID 39620542›Full record

ArticleInternational journal of health policy and management2024

Strengthening the Workforce for Equity-Centered Learning Health Systems: Reflections on Embedded Research and Research Generalism Comment on "Early Career Outcomes of Embedded Research Fellows: An Analysis of the Health System Impact Fellowship Program".

Brianne Wood, Roya Daneshmand

Abstract read
In one paragraph

Article in International journal of health policy and management, 2024. 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. 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

2 authors.

Brianne WoodThunder Bay Regional Health Research Institute, Thunder Bay, ON, Canada.ORCID 0000-0001-9958-4824
Roya DaneshmandThunder Bay Regional Health Research Institute, Thunder Bay, ON, Canada.ORCID 0009-0007-7769-1005

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As embedded researchers in Northern Ontario, Canada, we offer our reflections on Kasaai and colleagues' 2023 "Early Career Outcomes of Embedded Research Fellows: An Analysis of the Health System Impact Fellowship Program." In our commentary, we draw on our experiences and what is known about embedded research training to examine how to build and strengthen the workforce for equity-centered learning health systems. Does our narrow understanding of outcomes and impacts of embedded research training in Canada affect who benefits and which systems can realize the potential of learning health systems? We identify three areas for deeper analysis: outcomes and impacts at the individual, partnership, and system level, knowledge on the social identities and needs of individuals in embedded research partnerships, and research generalism as a complement to embedded research. Our recommendations suggest tailored approaches to strengthen the workforce capacity for equity-centered learning health systems in Canada.

Indexed as

Fellowships and ScholarshipsHealth EquityCanadaHealth Services ResearchHumansLearning Health SystemOntarioResearch PersonnelEmbedded ResearchHealth EquityLearning Health SystemsNorthern Ontario

Identifiers

PMID39620542
PMCPMC11365090

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.