Evidence map›Paper›PMID 26647260›Full record

SynthesisJAMA2015

Training Physicians to Provide High-Value, Cost-Conscious Care: A Systematic Review.

Lorette A Stammen, Renée E Stalmeijer, Emma Paternotte, Andrea Oudkerk Pool, Erik W Driessen, Fedde Scheele, Laurents P S Stassen

Registry-linked trialAbstract readSystematic Review
PubMed Publisher
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
98citing papers in PubMed, 3 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

NCT05849259 nacompletednot on this mapstarted 2023, after this paper: background citation

Caring for Caregivers and People Living With Dementia Under Home-Based Primary Care

TypeinterventionalSponsorMassachusetts General HospitalRan2023 to 2024Enrolled50ConditionsDementia, Quality of Life, Caregiver StressArmsDementia Care Quality at Home
3 · Its place in the literature

Who cites it

98 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. The VBHC big picture: an umbrella review.BMC health services research · 2025
    Pooled it
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  3. Pooled it
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  12. Review
  13. Article
  14. Cost Consciousness Among Dermatologists.Clinical, cosmetic and investigational dermatology · 2025
    Article
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  19. Article
  20. Severity of Financial Toxicity for Patients Receiving Palliative Radiation Therapy.The American journal of hospice & palliative care · 2024
    Review

38 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Lorette A StammenDepartment of Educational Development and Research, Faculty of Health, Medicine, and Life Sciences, Maastricht University, Maastricht, the Netherlands.
Renée E StalmeijerDepartment of Educational Development and Research, Faculty of Health, Medicine, and Life Sciences, Maastricht University, Maastricht, the Netherlands.
Emma PaternotteDepartment of Medical Education, OLVG Hospital, Amsterdam, the Netherlands.
Andrea Oudkerk PoolDepartment of Educational Development and Research, Faculty of Health, Medicine, and Life Sciences, Maastricht University, Maastricht, the Netherlands.
Erik W DriessenDepartment of Educational Development and Research, Faculty of Health, Medicine, and Life Sciences, Maastricht University, Maastricht, the Netherlands.
Fedde ScheeleDepartment of Medical Education, OLVG Hospital, Amsterdam, the Netherlands3Department of Medical Education, VU University Medical Centre, Amsterdam, the Netherlands4Athena Institute for Trans-Disciplinary Research, VU University, Amsterdam, the Netherland.
Laurents P S StassenDepartment of Surgery, Maastricht University Medical Centre, Maastricht, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

Education, MedicalHealth Care CostsCost ControlHumansInternship and ResidencyPractice Patterns, Physicians'Quality of Health CareRelative Value ScalesStudents, Medical

Identifiers

What OpenQuestion holds

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Read underepoch 390

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.