ArticleBMC family practice2021
Strategies for working across Canadian practice-based research and learning networks (PBRLNs) in primary care: focus on frailty.
Article in BMC family practice, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.
- Interplay between frailty and cardiometabolic disorders: from pathophysiology to clinical implications.Cardiovascular diabetology · 2025Pooled it
- Learning Health System Implementation: Building a Hub-and-Spoke Model for Hypertension Management Through the QI Hub.Journal of general internal medicine · 2026Article
- Private Dental Practitioners' Experience in a Dental Practice-Based Research Network: A Qualitative Evaluation.Healthcare (Basel, Switzerland) · 2026Article
- Care and Health Needs of Older Patients with Frailty in General Practice.Healthcare (Basel, Switzerland) · 2026Article
- The Primary Care Medical Record Industry in Canada and Its Data Collection and Commercialization Practices.JAMA network open · 2025Article
- Learning health systems on the front lines to strengthen care against future pandemics and climate change: a rapid review.BMC health services research · 2024Review
- Assessing adverse events associated with chiropractic care in preschool pediatric population: a feasibility study.Chiropractic & manual therapies · 2024Observational
- Challenges and strategies for conducting research in primary health care practice: an integrative review.BMC health services research · 2023Review
- Design and implementation of the participatory German network for translational dementia care research (TaNDem): A mixed-method study on the perspectives of healthcare providers and dementia researchers in dementia care research.Health expectations : an international journal of public participation in health care and health policy · 2023Review
- Article
- Higher frailty levels are associated with lower cognitive test scores in a multi-country study: evidence from the study on global ageing and adult health.Frontiers in medicine · 2023Article
- Clinical frailty assessment might be associated with mortality in incident dialysis patients.Scientific reports · 2022Article
Corrections and comments
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Authors and funding
7 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundPractice based research and learning networks (PBRLNs) are groups of learning communities that focus on improving delivery and quality of care. Accurate data from primary care electronic medical records (EMRs) is crucial in forming the backbone for PBRLNs. The purpose of this work is to: (1) report on descriptive findings from recent frailty work, (2) describe strategies for working across PBRLNs in primary care, and (3) provide lessons learned for engaging PBRLNs.
methodsWe carried out a participatory based descriptive study that engaged five different PBRLNs. We collected Clinical Frailty Scale scores from a sample of participating physicians within each PBRLN. Descriptive statistics were used to analyze frailty scores and patients' associated risk factors and demographics. We used the Consolidated Framework for Implementation Research to inform thematic analysis of qualitative data (meeting minutes, notes, and conversations with co-investigators of each network) in recognizing challenges of working across networks.
resultsOne hundred nine physicians participated in collecting CFS scores across the five provinces (n = 5466). Percentages of frail (11-17%) and not frail (82-91%) patients were similar in all networks, except Ontario who had a higher percentage of frail patients (25%). The majority of frail patients were female (65%) and had a significantly higher prevalence of hypertension, dementia, and depression. Frail patients had more prescribed medications and numbers of healthcare encounters. There were several noteworthy challenges experienced throughout the research process related to differences across provinces in the areas of: numbers of stakeholders/staff involved and thus levels of burden, recruitment strategies, data collection strategies, enhancing engagement, and timelines. DISCUSSION: Lessons learned throughout this multi-jurisdictional work included: the need for continuity in ethics, regular team meetings, enhancing levels of engagement with stakeholders, the need for structural support and recognizing differences in data sharing across provinces.
conclusionThe differences noted across CPCSSN networks in our frailty study highlight the challenges of multi-jurisdictional work across provinces and the need for consistent and collaborative healthcare planning efforts.
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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.