Evidence map›Paper›PMID 36263260›Full record

ArticleLearning health systems2022

Training the next generation of learning health system scientists.

Paula M Lozano, Meghan Lane-Fall, Patricia D Franklin, Russell L Rothman, Ralph Gonzales, Michael K Ong, Michael K Gould, Timothy J Beebe, Christianne L Roumie, Jeanne-Marie Guise and 10 more

Open access · goldAbstract read
In one paragraph

Article in Learning health systems, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
3.6field-weighted citation impact, top 7% of its field
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

16 citing papers in PubMed, 19 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Opportunities for the informatics community to advance learning health systems.Journal of the American Medical Informatics Association : JAMIA · 2025
    Article
  7. Article
  8. Article
  9. Review
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. 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

20 authors at 15 institutions in 1 country.

Paula M LozanoKaiser Permanente Washington Health Research Institute Seattle Washington USA.ORCID https://orcid.org/0000-0002-3378-5532
Meghan Lane-FallDepartment of Anesthesiology and Critical Care University of Pennsylvania Perelman School of Medicine Philadelphia Pennsylvania USA.
Patricia D FranklinDepartment of Medical Social Science Northwestern University Feinberg School of Medicine Chicago Illinois USA.ORCID https://orcid.org/0000-0002-4441-0533
Russell L RothmanInstitute for Medicine and Public Health Vanderbilt University Medical Center Nashville Tennessee USA.
Ralph GonzalesDepartment of Medicine, Division of General Internal Medicine UCSF San Francisco California USA.
Michael K OngDepartment of Medicine UCLA Los Angeles California USA.
Michael K GouldDepartment of Health System Science Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena California USA.
Timothy J BeebeSchool of Public Health University of Minnesota Minneapolis Minnesota USA.
Christianne L RoumieDivision of General Internal Medicine and Public Health Vanderbilt University Medical Center Nashville Tennessee USA.
Jeanne-Marie GuiseDepartment of Obstetrics and Gynecology OHSU-PSU School of Public Health Portland Oregon USA.
Felicity T EndersDepartment of Quantitative Health Science Mayo Clinic College of Medicine and Science Rochester Minnesota USA.
Christopher B ForrestApplied Clinical Research Center Children's Hospital of Philadelphia Philadelphia Pennsylvania USA.
Eneida A MendoncaCenter for Biomedical Informatics Regenstrief Institute, Inc. Indianapolis Indiana USA.
Joanna L StarrelsDepartment of Medicine Albert Einstein College of Medicine Bronx New York USA.
Urmimala SarkarUCSF Department of Medicine, Division of General Internal Medicine UCSF Center for Vulnerable Populations, Zuckerberg San Francisco General Hospital San Francisco California USA.
Lucy A SavitzKaiser Permanente Center for Health Research Portland Oregon USA.
JeanHee MoonApplied Clinical Research Center Children's Hospital of Philadelphia Philadelphia Pennsylvania USA.
Mark LinzerDepartment of Medicine and the Institute for Professional Worklife Hennepin Healthcare and University of Minnesota Medical School Minneapolis Minnesota USA.
James D RalstonKaiser Permanente Washington Health Research Institute Seattle Washington USA.
Francis D ChesleyAgency for Healthcare Research and Quality Rockville Maryland USA.
Children's Hospital of Philadelphia · USKaiser Permanente Washington Health Research Institute · USSan Francisco General Hospital · USUniversity of Minnesota · USVanderbilt University Medical Center · USAgency for Healthcare Research and Quality · USAlbert Einstein College of Medicine · USKaiser Permanente · USKaiser Permanente Center for Health Research · USMayo Clinic · USNorthwestern University · USOregon Health & Science University · USRegenstrief Institute · USUniversity of California, Los Angeles · USUniversity of Pennsylvania · US

Funding

Translational Research Core - Health Engagement & Action Translational (HEAT)P30DK092924 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI Alyce Sophia Adams, HILARY Kessler SELIGMAN · 2011 to 2026
$9.2M
AHRQ HHS K12 HS026369AHRQ HHS K12 HS026370AHRQ HHS K12 HS026372AHRQ HHS K12 HS026379AHRQ HHS K12 HS026383AHRQ HHS K12 HS026385AHRQ HHS K12 HS026390AHRQ HHS K12 HS026393AHRQ HHS K12 HS026395AHRQ HHS K12 HS026396AHRQ HHS K12 HS026407NIDDK NIH HHS P30 DK092924
6 · The paper itself

Abstract

Introduction: The learning health system (LHS) aligns science, informatics, incentives, stakeholders, and culture for continuous improvement and innovation. The Agency for Healthcare Research and Quality and the Patient-Centered Outcomes Research Institute designed a K12 initiative to grow the number of LHS scientists. We describe approaches developed by 11 funded centers of excellence (COEs) to promote partnerships between scholars and health system leaders and to provide mentored research training. Methods: Since 2018, the COEs have enlisted faculty, secured institutional resources, partnered with health systems, developed and implemented curricula, recruited scholars, and provided mentored training. Program directors for each COE provided descriptive data on program context, scholar characteristics, stakeholder engagement, scholar experiences with health system partnerships, roles following program completion, and key training challenges. Results: To date, the 11 COEs have partnered with health systems to train 110 scholars. Nine (82%) programs partner with a Veterans Affairs health system and 9 (82%) partner with safety net providers. Clinically trained scholars (n = 87; 79%) include 70 physicians and 17 scholars in other clinical disciplines. Non-clinicians (n = 29; 26%) represent diverse fields, dominated by population health sciences. Stakeholder engagement helps scholars understand health system and patient/family needs and priorities, enabling opportunities to conduct embedded research, improve outcomes, and grow skills in translating research methods and findings into practice. Challenges include supporting scholars through roadblocks that threaten to derail projects during their limited program time, ranging from delays in access to data to COVID-19-related impediments and shifts in organizational priorities. Conclusions: Four years into this novel training program, there is evidence of scholars' accomplishments, both in traditional academic terms and in terms of moving along career trajectories that hold the potential to lead and accelerate transformational health system change. Future LHS training efforts should focus on sustainability, including organizational support for scholar activities.

Indexed as

embedded researchhealth system partnershiplearning health systems workforcepatient‐centered outcomes researchtraining

Identifiers

PMID36263260
PMCPMC9576226
OpenAlexW4296266656

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.