ArticleInternational journal of environmental research and public health2023
A Causal View of the Role and Potential Limitations of Capitation in Promoting Whole Health System Performance.
Article in International journal of environmental research and public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 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.
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Who cites it
7 citing papers in PubMed.
- 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
- Incentivizing co-occurring disorder diagnoses through blended payments.Social science & medicine (1982) · 2026Article
- Adherence, treatment utilization, clinical and economic outcomes of patients with sickle cell disease with recurrent vaso-occlusive crises treated with recently approved chronic therapies in the US.Journal of comparative effectiveness research · 2025Article
- Malaria morbidity, mortality and associated costs in Indonesia: analysis of the National Health Insurance claim dataset.BMJ global health · 2025Article
- Understanding healthcare demand and supply through causal loop diagrams and system archetypes: policy implications for kidney replacement therapy in Thailand.BMC medicine · 2025Article
- A Qualitative Study Examining the Unintended Consequences from Implementing a Case Management Team to Reduce Avoidable Hospital Readmission in Singapore.Health services insights · 2025Article
- Single position lateral lumbar interbody fusion with navigated percutaneous pedicle screw fixation: technique modification with resultant resource usage optimisation.Journal of spine surgery (Hong Kong) · 2024Article
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
For several decades, health systems in developed countries have faced rapidly rising healthcare costs without concomitant improvements in health outcomes. Fee for service (FFS) reimbursement mechanisms (RMs), where health systems are paid based on volume, contribute to this trend. In Singapore, the public health service is trying to curb rising healthcare costs by transitioning from a volume-based RM to a capitated payment for a population within a geographical catchment area. To provide insight into the implications of this transition, we developed a causal loop diagram (CLD) to represent a causal hypothesis of the complex relationship between RM and health system performance. The CLD was developed with input from government policymakers, healthcare institution administrators, and healthcare providers. This work highlights that the causal relationships between government, provider organizations, and physicians involve numerous feedback loops that drive the mix of health services. The CLD clarifies that a FFS RM incentivizes high margin services irrespective of their health benefits. While capitation has the potential to mitigate this reinforcing phenomenon, it is not sufficient to promote service value. This suggests the need to establish robust mechanisms to govern common pool resources while minimizing adverse secondary effects.
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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.