ArticleLearning health systems2025
Operationalizing a learning health system: A self-assessment tool for interprofessional teams.
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 5 papers.
What it found
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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.
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Who cites it
5 citing papers in PubMed.
- Developing a Program Evaluation Training Within a National Federal Healthcare Setting: Veterans Affairs Evaluation Bootcamp Training.Learning health systems · 2026Article
- Learning Health Systems Symposium: Charting the Future of Saskatchewan Healthcare.Learning health systems · 2026Article
- Transforming district health systems into learning health systems: An improved strategy from the District.Team experience in Benin and Guinea.Learning health systems · 2025Article
- Ten Reasons Why Learning Health Systems Will Have a Transformational Effect on Health and Health Care.Learning health systems · 2025Article
- Operationalizing a learning health system: A self-assessment tool for interprofessional teams.Learning health systems · 2025Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: The operationalization of learning health system (LHS) principles remains challenging, with minimal guidance currently available to support interprofessional teams on the ground. Consequently, LHS initiatives often fall short of their intended objectives, resulting in wasted resources, delays, and mounting frustration among key stakeholders. Methods: To bridge this gap, we used design science and participatory action research to co-develop an operational roadmap for interprofessional LHS teams. Data sources for roadmap design included quantitative and qualitative feedback from interprofessional stakeholders ( Results: The resulting roadmap specifies processes to be performed during project-based LHS initiatives, and provides a self-assessment tool that enables team members to quantitatively evaluate progress. For generalizability and standardization across settings, we used clinically neutral terminology to describe all elements in the roadmap. We demonstrated content validity through multiple rounds of data collection and analyses with stakeholders. A simulated demonstration is provided to illustrate how the roadmap may be used for team assessments in practice. Conclusions: Participants considered the roadmap to be an effective tool to assist project management and highly useful for evaluating teams' progress for planning and communication purposes. As a reference model, the roadmap may be re-utilized across multiple LHS initiatives in any given health system to standardize and streamline LHS development. This research was conducted within a single department in an academic health system, and future research is needed to assess the roadmap's generalizability in other settings. To facilitate development of similar or complementary instruments, the detailed design methodology used in this research may be replicated and/or tailored in other contexts.
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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.