ArticleLearning health systems2024
Learning health systems to implement chronic disease prevention programs: A novel framework and perspectives from an Australian health service.
Article in Learning health systems, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Learning health system for implementation, scale-up, and sustainment: a systematic review to consolidate guidance for improvement.Implementation science : IS · 2026Pooled it
- A Policy-Based Intervention for Physical Activity and Screen Time in Childcare Outside School Hours: A Cluster Randomized Clinical Trial.JAMA network open · 2026Trial
- Evidence Mapping: Healthy Eating and Physical Activity Practice Elements in Early Childhood Education and Care.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026Article
- Monitoring systems for public health program and policy implementation in community settings: features and suggested actions from a scoping review.Implementation science : IS · 2026Article
- Article
- Adaptive designs for trials aiming to optimise implementation strategies and the effect of an additional interim analysis: a simulation study.BMC medical research methodology · 2025Article
- Experimental designs used for optimising the effects of health interventions and implementation strategies: a scoping review.BMC health services research · 2025Article
- Learning health systems to implement chronic disease prevention programs: A novel framework and perspectives from an Australian health service.Learning health systems · 2024Article
- Envisioning public health as a learning health system.Learning health systems · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
18 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Chronic diseases are a considerable burden to health systems, communities, and patients. Much of this burden, however, could be prevented if interventions effective in reducing chronic disease risks were routinely implemented. Aims: The aim of this paper is to discuss the role of public health agencies in preventing chronic disease through the application of learning health system (LHS) approaches to improve the implementation of evidence-based interventions. Materials and Methods: We draw on the literature and our experience operating a local LHS in Australia that has achieved rapid improvements in the implementation of chronic disease prevention interventions. Results: The proposed LHS framework has been adapted to be both implementation and chronic disease prevention focused. The framework describes both broad improvement processes, and the infrastructure and other support (pillars) recommended to support its core functions. Conclusion: The framework serves as a basis for further exploration of the potentially transformative role LHS's may have in addressing the chronic disease health crisis.
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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.