Evidence map›Paper›PMID 41169626›Full record

ArticleLearning health systems2025

Funding model for embedded research: Impacts, challenges, and lessons learned for investigators.

C Ann Vitous, Kaylee W Burgan, John P Donnelly, Nicholas W Bowersox, Linda M Kawentel

Abstract read
In one paragraph

Article in Learning health systems, 2025. 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

5 authors.

C Ann VitousVA QUERI Center for Evaluation and Implementation Resources (CEIR) Ann Arbor Michigan USA.ORCID https://orcid.org/0009-0002-4339-6685
Kaylee W BurganVA QUERI Center for Evaluation and Implementation Resources (CEIR) Ann Arbor Michigan USA.
John P DonnellyVA QUERI Center for Evaluation and Implementation Resources (CEIR) Ann Arbor Michigan USA.
Nicholas W BowersoxVA QUERI Center for Evaluation and Implementation Resources (CEIR) Ann Arbor Michigan USA.
Linda M KawentelVA QUERI Center for Evaluation and Implementation Resources (CEIR) Ann Arbor Michigan USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Embedding research mechanisms within Learning Health Systems can improve healthcare performance by informing program development and expansion, supporting strategic planning, and demonstrating value. The role of the investigator is crucial in partnered funding mechanisms, and there is a growing need to better understand how investigators operate in this space. This evaluation assessed the impacts, challenges, and lessons learned by investigators funded through an embedded research program. Methods: This was an outcome evaluation within the Department of Veterans Affairs healthcare system and followed an adapted version of the Centers for Disease Control and Prevention evaluation framework. Three data sources were used to generate information: a descriptive analysis of close-out reports, a comprehensive search of research databanks, and an online survey focused on high-priority areas. Participants were investigators whose projects took place during the FY2017-2021 funding period. During the funding period, 25 unique investigators completed projects. Results: Investigators indicated that the embedded research program had significant, meaningful impacts on their professional development, including generating tangible products that advanced their professional goals and more subtle impacts, such as increasing knowledge and experience, increasing multidisciplinary collaboration, and creating opportunities for professional development. Investigators also reflected on challenges, including issues with the data, logistical concerns, and disruptions due to COVID-19. Investigators identified lessons learned for future collaboration efforts, including the need for feasible and appropriate goals, as well as dedicated and trained support staff. Conclusions: The insights from this evaluation provide understanding on the impacts, challenges, and lessons learned from the experiences of investigators participating in embedded research mechanisms. The impacts illuminated explicit ways in which investigators professionally benefited from this program, as well as challenges and lessons learned that offer insights into how future programs can be tailored. These findings offer ways to improve practices in implementing LHS in other large healthcare organizations.

Indexed as

embedded researchfunding modelslearning health systems

Identifiers

PMID41169626
PMCPMC12569443

What OpenQuestion holds

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LicenceCC BY
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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.