SynthesisJAMA2015
Training Physicians to Provide High-Value, Cost-Conscious Care: A Systematic Review.
Synthesis in JAMA, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05849259 (Caring for Caregivers and People Living With Dementia Under Home-Based Primary Care), which is not on this map. Cited by 98 papers, 3 of them syntheses that pooled it.
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.
Caring for Caregivers and People Living With Dementia Under Home-Based Primary Care
Who cites it
98 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- The VBHC big picture: an umbrella review.BMC health services research · 2025Pooled it
- Reducing Inappropriate Proton Pump Inhibitors Use for Stress Ulcer Prophylaxis in Hospitalized Patients: Systematic Review of De-Implementation Studies.Journal of general internal medicine · 2021Pooled it
- Value-Based Healthcare From the Perspective of the Healthcare Professional: A Systematic Literature Review.Frontiers in public health · 2021Pooled it
- Effect of Social Comparison Feedback on Laboratory Test Ordering for Hospitalized Patients: A Randomized Controlled Trial.Journal of general internal medicine · 2018Trial
- Orthopedic and Trauma Physicians' Ability to Identify Selected SUT Reimbursement Amounts in Türkiye: A Cross-Sectional Survey.Healthcare (Basel, Switzerland) · 2026Article
- Implant prices and physician reimbursement have declined more than total costs and hospital payments in total shoulder arthroplasty.JSES international · 2026Article
- Educator perspectives on costs and cost-conscious decision-making in health professions education: a Q-Method study.Advances in health sciences education : theory and practice · 2026Article
- Health science students' knowledge, attitude, and readiness toward health management learning in the Gulf Cooperation Council region: a multi-institutional study.Frontiers in medicine · 2026Article
- Value-Based Care Training in Graduate Medical Education: A Review of the Past, Current Barriers, and Future Directions.The Permanente journal · 2025Article
- Financial illiteracy among internal medicine, surgery, and radiology residents regarding medical imaging costs in the Netherlands.European radiology · 2025Article
- High-Value Care Education in the USA: Lessons from a National Value Curriculum for Resident and Fellow Physicians.Journal of general internal medicine · 2025Article
- Key tips to shift student perspectives through transformative learning in medical education.BMC medical education · 2025Review
- Challenges and Stimulating Factors for the Incorporation of Economic Considerations in Clinical Practice Guidelines: A Scoping Review.Journal of evaluation in clinical practice · 2025Article
- Cost Consciousness Among Dermatologists.Clinical, cosmetic and investigational dermatology · 2025Article
- How Medical Students Benefit from Participating in a Longitudinal Resource Stewardship Medical Education Program (STARS): An International Descriptive Evaluation.Journal of general internal medicine · 2025Article
- Utilizing Kern's Six-Step Approach to Develop a Novel Curriculum for Enhancing Pediatric Resident Understanding of Health Care Costs.MedEdPORTAL : the journal of teaching and learning resources · 2025Article
- Does Education Design Matter? Evaluating an Evidence-Based Continuing Education Intervention on Genomic Testing for Primary Care; a Pre-Test Post-Test Study.Journal of CME · 2025Article
- Resource stewardship learning needs in undergraduate medical training: a cross-sectional study.MedEdPublish (2016) · 2025Article
- Implementing high-value, cost-conscious care: experiences of Irish doctors and the role of education in facilitating this approach.BMC medical education · 2024Article
- Severity of Financial Toxicity for Patients Receiving Palliative Radiation Therapy.The American journal of hospice & palliative care · 2024Review
38 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
importanceIncreasing health care expenditures are taxing the sustainability of the health care system. Physicians should be prepared to deliver high-value, cost-conscious care.
objectiveTo understand the circumstances in which the delivery of high-value, cost-conscious care is learned, with a goal of informing development of effective educational interventions. DATA SOURCES: PubMed, EMBASE, ERIC, and Cochrane databases were searched from inception until September 5, 2015, to identify learners and cost-related topics. STUDY SELECTION: Studies were included on the basis of topic relevance, implementation of intervention, evaluation of intervention, educational components in intervention, and appropriate target group. There was no restriction on study design. DATA EXTRACTION AND SYNTHESIS: Data extraction was guided by a merged and modified version of a Best Evidence in Medical Education abstraction form and a Cochrane data coding sheet. Articles were analyzed using the realist review method, a narrative review technique that focuses on understanding the underlying mechanisms in interventions. Recurrent patterns were identified in the data through thematic analyses. Resulting themes were discussed within the research team until consensus was reached. MAIN OUTCOMES AND MEASURES: Main outcomes were factors that promote education in delivering high-value, cost-conscious care.
findingsThe initial search identified 2650 articles; 79 met the inclusion criteria, of which 14 were randomized clinical trials. The majority of the studies were conducted in North America (78.5%) using a pre-post interventional design (58.2%; at least 1619 participants); they focused on practicing physicians (36.7%; at least 3448 participants), resident physicians (6.3%; n = 516), and medical students (15.2%; n = 275). Among the 14 randomized clinical trials, 12 addressed knowledge transmission, 7 reflective practice, and 1 supportive environment; 10 (71%) concluded that the intervention was effective. The data analysis suggested that 3 factors aid successful learning: (1) effective transmission of knowledge, related, for example, to general health economics and prices of health services, to scientific evidence regarding guidelines and the benefits and harms of health care, and to patient preferences and personal values (67 articles); (2) facilitation of reflective practice, such as providing feedback or asking reflective questions regarding decisions related to laboratory ordering or prescribing to give trainees insight into their past and current behavior (56 articles); and (3) creation of a supportive environment in which the organization of the health care system, the presence of role models of delivering high-value, cost-conscious care, and a culture of high-value, cost-conscious care reinforce the desired training goals (27 articles). CONCLUSIONS AND RELEVANCE: Research on educating physicians to deliver high-value, cost-conscious care suggests that learning by practicing physicians, resident physicians, and medical students is promoted by combining specific knowledge transmission, reflective practice, and a supportive environment. These factors should be considered when educational interventions are being developed.
Indexed as
Identifiers
26647260What 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.