ArticleLearning health systems2022
Training the next generation of learning health system scientists.
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.
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.
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.
Who cites it
16 citing papers in PubMed, 19 citations in OpenAlex.
- The bottleneck was never data or algorithms: building a learning utility for AI-enabled learning health systems.npj health systems · 2026Article
- Embedding research in practice: enablers, challenges and pathways to sustainability for embedded health researchers in Canada.Health research policy and systems · 2026Article
- Integrating Knowledge Translation: A Swiss Approach to Bridging Research and Health System Improvement.Learning health systems · 2026Article
- Evaluating health organization readiness for implementing a learning health system: a scoping review.Health research policy and systems · 2025Article
- Evaluation of an Interdisciplinary Educational Program to Foster Learning Health Systems: Education Evaluation.JMIR medical education · 2025Article
- Opportunities for the informatics community to advance learning health systems.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- Engaging Interdisciplinary Innovation Teams in Federally Qualified Health Centers.Medical care research and review : MCRR · 2024Article
- Article
- Advancing healthcare equity through dissemination and implementation science.Health services research · 2023Review
- The past, current, and future of neonatal intensive care units with artificial intelligence: a systematic review.NPJ digital medicine · 2023Review
- Commentary: Achieving Health Equity - The Role of Learning Health Systems.Healthcare policy = Politiques de sante · 2023Article
- Developing a highly-reliable learning health system.Learning health systems · 2023Article
- Development and use of a novel tool for assessing and improving researcher embeddedness in learning health systems and applied system improvements.Journal of clinical and translational science · 2023Article
- Diffusion of excellence: evaluating a system to identify, replicate, and spread promising innovative practices across the Veterans health administration.Frontiers in health services · 2023Article
- Training the next generation of learning health system scientists.Learning health systems · 2022Article
- Learn to fly: Training and competencies to support the multidisciplinary workforce needs of learning health systems.Learning health systems · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
20 authors at 15 institutions in 1 country.
Funding
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
Identifiers
What OpenQuestion holds
Registered trials
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.