ArticleHealthcare policy = Politiques de sante2019
Training for Impact: PhD Modernization as a Key Resource for Learning Health Systems.
Article in Healthcare policy = Politiques de sante, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 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
12 citing papers in PubMed, 17 citations in OpenAlex.
- Learning health system strategies in the AI era.npj health systems · 2025Review
- Evaluation of an Interdisciplinary Educational Program to Foster Learning Health Systems: Education Evaluation.JMIR medical education · 2025Article
- Clinical Informatics Team Members' Perspectives on Health Information Technology Safety After Experiential Learning and Safety Process Development: Qualitative Descriptive Study.JMIR formative research · 2024Article
- Training it Forward: The Role of Embedded Research Fellows in the Network of Scholars Program in Nova Scotia Comment on "Early Career Outcomes of Embedded Research Fellows: An Analysis of the Health System Impact Fellowship Program".International journal of health policy and management · 2024Article
- Reflections on the Health System Impact Fellowship and the Future of Embedded Research Comment on "Early Career Outcomes of Embedded Research Fellows: An Analysis of the Health System Impact Fellowship Program".International journal of health policy and management · 2024Article
- Integrated knowledge translation guidelines for trainees in health research: an environmental scan.Health research policy and systems · 2023Review
- Gathering speed and countering tensions in the rapid learning health system.Learning health systems · 2023Article
- Early Career Outcomes of Embedded Research Fellows: An Analysis of the Health System Impact Fellowship Program.International journal of health policy and management · 2023Article
- Fostering the use of Learning Health Systems through a fellowship program for interprofessional clinicians.Learning health systems · 2022Article
- Effect of medical innovation policies on the prevention and control of the COVID-19 and the impact of the "Belt and Road" economy.Frontiers in public health · 2022Article
- Integrating socially accountable health professional education and learning health systems to transform community health and health systems.Learning health systems · 2021Article
- Using an integrated knowledge translation or other research partnership approach in trainee-led research: a scoping review protocol.BMJ open · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The Institute of Medicine (IOM) has articulated a vision of a learning health system (LHS) as one that provides the best care at lower costs and that constantly, systematically and seamlessly improves based on data and evidence (IOM 2013). The IOM identifies the four foundational characteristics of an LHS as the real-time use of data and informatics to capture the care experience, patient-clinician partnerships, incentives aligned for value and a leadership-instilled culture of learning (IOM 2013). Although much policy research and commentary has focused on informatics and incentives, relatively less has focused on the critical question of creating a culture of learning in these systems. And although its source is debated, most management gurus agree with the adage that "culture eats strategy for breakfast" (Cave 2017), which is why a focus on the cultural dimension is critically important. Some scholars have recognized the important role of human capital - and of front-line clinicians in particular - in the LHS (Verma and Bhatia 2016). In addition to clinicians, doctorally prepared individuals, such as those with a PhD in health services and policy research (HSPR) and fields such as health economics, epidemiology and health informatics, have the potential to make significant contributions to LHSs and health system reform (Bornstein 2016; Brown and Nuti 2016; CIHR-IHSPR 2016). But having a PhD in these fields is not the same as being prepared to support progress toward an LHS. As argued in other papers, substantial change in doctoral training is needed so that graduates can contribute to their full potential and help drive real innovation within the health system (Bornstein 2016; CIHR-IHSPR 2016; Reid 2016).
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.