Trial reportBMC health services research2022
Effects of fee-for-service, diagnosis-related-group, and mixed payment systems on physicians' medical service behavior: experimental evidence.
Trial report in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.
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Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Looking inside the lab: a systematic literature review of economic experiments in health service provision.The European journal of health economics : HEPAC : health economics in prevention and care · 2024Pooled it
- Clinical and Cost Outcomes Associated with Cardiologist Payment Models: A Qualitative Systematic Review.CJC open · 2026Review
- Understanding provider behavioral responses to capitation prepayment systems: an integrated mixed-methods approach.Cost effectiveness and resource allocation : C/E · 2026Article
- Behavioral responses of healthcare providers to prospective payment systems: a systematic review using the WHO framework (2000-2024).Health economics review · 2026Review
- The trade-off between cost containment and quality enhancement under the DRG payment model.BMC health services research · 2026Article
- Blended Payment Models and Care Transitions: Analysis of a Statewide Payment Reform's Impact on Transitions in Care and Care Termination From Outpatient Substance Use Treatment.Substance use & misuse · 2026Article
- Risk Governance of Payment Exceptions Under China's DRG/DIP Reform: A Structured Policy-Text Analysis of Special Case Negotiation Rules.Risk management and healthcare policy · 2026Article
- Do non-local hospitalized patients cost more? A comparative study based on the implementation of the DRG payment.Frontiers in public health · 2026Article
- The impact of DIP payment reform on hospitalization costs and equity in type 2 diabetes mellitus patients: evidence from a pilot city in Central China.Frontiers in public health · 2026Article
- Incentivizing co-occurring disorder diagnoses through blended payments.Social science & medicine (1982) · 2026Article
- Impact of Diagnosis-Intervention Packet Compliance Training on Inpatient Expenditures Under Case-Based Payment Reform: A Quasi-Experimental Study Based on Discharge Records.Journal of multidisciplinary healthcare · 2026Article
- Impact of per diem payment on medical expenditure, service efficiency, and quality of care for patients with mental disorders: an interrupted time series study.BMC health services research · 2025Article
- Healthcare Service Gap Analysis: A Comparison of Trend Data from 2018 and 2022 Dubai Clinical Services Capacity Reports.Healthcare (Basel, Switzerland) · 2025Article
- Multidisciplinary DRG management for rational medication in obstetrics: a cost analysis in Zhejiang Province.BMC health services research · 2025Article
- Healthcare Quality by Specialists Under a Mixed Compensation System: An Empirical Analysis.Health economics · 2025Article
- Impacts of the diagnosis-intervention packet reform on costs and healthcare resource utilization: evidence from Guangzhou, China.Health economics review · 2025Article
- Diagnosis-Related Group-Based Financing of Gynecologic Oncology Clinics: A Systematic Review.Healthcare (Basel, Switzerland) · 2025Review
- A study of the impact of DIP payment reform on coronary heart disease hospitalization costs and equity.Frontiers in public health · 2025Article
- The effects of the diagnosis-intervention packet payment reform in China: evidence from Guangzhou.Frontiers in public health · 2025Article
- A study on the impact of DRG payment on physicians' prescribing behavior in China: a case study of a healthcare consortium in J City.Frontiers in public health · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHealthcare reforms in many countries have shown a movement from pure payment systems to mixed payment systems. However, there remains an insufficient understanding of how to design better mixed payment systems and how such systems, especially Diagnosis-Related-Group (DRG)-based systems, benefit patients. We therefore designed a controlled laboratory experiment to investigate the effects of fee-for-service (FFS), DRG, and mixed payment systems on physicians' service provision.
methodsA total of 210 medical students were recruited from Capital Medical University as subjects. They, in the role of physicians, were randomly divided into seven groups and chose the quantity of medical services for different patient types under pure FFS, pure DRG, or mixed payment schemes that included two FFS-based mixed payment schemes and three DRG-based mixed payment schemes. There were five rounds of each group of experiments, and each subject made 18 decisions per round. The quantity of medical services provided by subjects were collected. And relevant statistics were computed and analyzed by nonparametric tests and random effects model.
resultsThe results showed that the physicians' overprovision (underprovision) of services under FFS (DRG) schemes decreased under mixed payment schemes, resulting in higher benefit to patients under mixed payment schemes. Patients' health conditions also affected physicians' behavior but in different directions. Higher disease severity was associated with higher deviation of physicians' quantity choices from the optimal quantity under DRG and DRG-based mixed payment schemes, while the opposite was found for FFS and FFS-based mixed payment schemes.
conclusionsMixed payment systems are a better way to balance physicians' profit and patients' benefit. The design of mixed payment systems should be adjusted according to the patient's health conditions. When patients are in lower disease severity and resource consumption is relatively small, prospective payments or mixed systems based on prospective payments are more suitable. While for patients in higher disease severity, retrospective payments or mixed systems based predominantly on retrospective payments are better.
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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.