Evidence map›Paper›PMID 42601908›Full record

ArticleFrontiers in public health2026

The impact of the global budget payment on healthcare fund expenditure in integrated delivery systems: evidence from China's county-level medical alliance reform.

Kan Wu, XiuLi Wang

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Kan WuDepartment of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China.
XiuLi WangDepartment of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The global budget payment is a key policy tool for incentivizing integrated healthcare delivery systems to pursue financial sustainability. However, there is little empirical evidence showing its effects. This study evaluates the impact of the health insurance global budget payment reform implemented under China's county-level integrated healthcare consortium model on the efficiency of health insurance fund expenditure. The study also examines the heterogeneous effects across different service types. Methods: The study used panel data from L County, and constructed a quasi-natural experiment framework. The dependent variables: total pooled fund expenditure, general outpatient fund expenditure, outpatient fund expenditure for chronic/special diseases, and inpatient fund expenditure. The independent variable was a policy dummy variable representing the implementation of the consortium-based global budget payment reform. A two-way fixed effects model controlled for unobserved county-level heterogeneity and time trends. Potential endogeneity and model robustness were assessed using a random effects model with the Hausman-Taylor estimator and a series of robustness checks. Results: Baseline regressions indicate that policy implementation is significantly negatively correlated with total medical insurance expenditures (H1) and inpatient expenditures (H4) ( Conclusion: Within China's county-level integrated healthcare consortium framework, the health insurance global budget payment reform effectively curbs the overutilization and growth in costs of inpatient services, but may induce a shift in services towards outpatient care. This cost-shifting effect indicates that isolated inpatient global budgeting, without a coordinated payment mechanism design for outpatient services, may not optimize the overall expenditure efficiency of health insurance funds.

Indexed as

BudgetsDelivery of Health Care, IntegratedHealth Care ReformHealth ExpendituresInsurance, HealthChinaHumanscounty-level healthcare consortiumglobal budget paymenthealth insurance fund expenditureintegrated healthcare delivery systemmachine learning

Identifiers

PMID42601908
PMCPMC13472842

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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.