ArticleLearning health systems2021
Multi-level analysis of the learning health system: Integrating contributions from research on organizations and implementation.
Article in Learning health systems, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed.
- Beyond the Clinic Walls: Nurse-Led Socialised Care and Health Equity for Vulnerable Populations in Australia.Nursing open · 2026Article
- Leading Learning Health Systems: Strategies Used to Establish and Conduct a Learning Health System.Journal of general internal medicine · 2026Article
- Learning Teach-Back in clinical practice: a qualitative study of healthcare professionals.BMC medical education · 2026Article
- Supporting Cultural and Learning Enablers for a Learning Health System (SCALE): A Program Theory Approach.Learning health systems · 2026Article
- A Systems-based Emergency Department Intervention to Conserve Intravenous Fluids During a National Shortage.The western journal of emergency medicine · 2026Article
- Navigating and reframing tensions within equity-centered learning health systems.Learning health systems · 2026Article
- Assessing healthcare organizations' readiness to implement a learning health system: questionnaire validation using a Delphi method.BMC health services research · 2025Article
- Evaluating health organization readiness for implementing a learning health system: a scoping review.Health research policy and systems · 2025Article
- Relevance of learning health systems to physiatrists and its synergy with implementation science: A commentary.PM & R : the journal of injury, function, and rehabilitation · 2025Article
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- Operationalizing a learning health system: A self-assessment tool for interprofessional teams.Learning health systems · 2025Article
- Mental Health Issues Associated With Classic Congenital Adrenal Hyperplasia Due to 21-Hydroxylase Deficiency.The Journal of clinical endocrinology and metabolism · 2025Review
- Health-care organization characteristics in cancer care delivery: an integrated conceptual framework with content validation.Journal of the National Cancer Institute · 2024Article
- Factors influencing maternal death surveillance and review implementation in Dodoma City, Tanzania. A qualitative case study.Learning health systems · 2024Article
- Frameworks, guidelines, and tools to develop a learning health system for Indigenous health: An environmental scan for Canada.Learning health systems · 2024Article
- Implementation model for a national learning health system (IMPLEMENT-National LHS): a concept analysis and systematic review protocol.BMJ open · 2023Article
- Creating research-ready partnerships: the initial development of seven implementation laboratories to advance cancer control.BMC health services research · 2023Article
- Implementation of a mailed faecal immunochemical test programme for colorectal cancer screening among Veterans.BMJ open quality · 2022Article
- The other side of the crisis: organizational flexibility in balancing Covid-19 and non-Covid-19 health-care services.BMC health services research · 2022Article
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Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionOrganizations and systems that deliver health care may better adapt to rapid change in their environments by acting as learning organizations and learning health systems (LHSs). Despite widespread recognition that multilevel forces shape capacity for learning within care delivery organizations, there is no agreed-on, comprehensive, multilevel framework to inform LHS research and practice.
methodsWe develop such a framework, which can enhance both research on LHSs and practical steps toward their development. We draw on existing frameworks and research within organization and implementation science and synthesize contributions from three influential frameworks: the Consolidated Framework for Implementation Research, the social-ecological framework, and the organizational change framework. These frameworks come, respectively, from the fields of implementation science, public health, and organization science.
resultsOur proposed integrative framework includes both intraorganizational levels (individual, team, mid-management, organization) and the operating and general environments in which delivery organizations operate. We stress the importance of examining interactions among influential factors both within and across system levels and focus on the effects of leadership, incentives, and culture. Additionally, we indicate that organizational learning depends substantially on internal and cross-level alignment of these factors. We illustrate the contribution of our multilevel perspective by applying it to the analysis of three diverse implementation initiatives that aimed at specific care improvements and enduring system learning.
conclusionsThe framework and perspective developed here can help investigators and practitioners broadly scan and then investigate forces influencing improvement and learning and may point to otherwise unnoticed interactions among influential factors. The framework can also be used as a planning tool by managers and practitioners.
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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.