ArticleBMC health services research2025
Design, implementation and evaluation of value-based payment models: a Delphi study.
Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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
3 citing papers in PubMed.
- Ethical perceptions of DRG-based hospital financing among physicians and hospital managers in Germany: a cross-sectional survey.BMC medical ethics · 2026Article
- Reimagining kidney value-based care: leveraging data science for dynamic, clinician-level risk prediction.Current opinion in nephrology and hypertension · 2026Review
- Enhancing Healthcare Integrity Using Simple Statistical Methods: Detecting Irregularities in Historical Dermatology Services Payments.Healthcare (Basel, Switzerland) · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThis study explores the facilitating and inhibiting factors in the design/development, implementation, and applicability/evaluation of value-based payment models of integrated care. The Delphi technique was used to reach consensus among a panel of (inter)national experts on these factors.
methodsAn expert panel of 15 members participated in a three-round Delphi study. Factors from experts and literature were used to compile a list of 40 facilitators and 40 inhibitors. Afterwards, experts were asked to rate the importance of these factors using a 5-point Likert scale.
resultsEight facilitating (e.g., transparency, communication, and trust among involved stakeholders) and seven inhibiting factors (e.g., lack of motivation and engagement among involved stakeholders) achieved full consensus. Timely availability of data and an integrated information technology system for data registration (a facilitator) were the only factors achieving full consensus through a very high agreement.
conclusionsAdequate outcome measures, targets, benchmarks, and incentives are important in value-based payment models. The less quantifiable items, such as strong leadership, transparency, communication and trust, and motivation and engagement of the involved stakeholders, are also important for successful adoption of these models and promote high-quality care at lower or equal costs.
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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.