ArticleBMC health services research2023
How do inpatients' costs, length of stay, and quality of care vary across age groups after a new case-based payment reform in China? An interrupted time series analysis.
Article in BMC health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 1 of them a synthesis that pooled it.
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Who cites it
34 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic review and meta-analysis of workload among medical records coders in China.BMC medical informatics and decision making · 2024Pooled it
- Temporal Associations and Heterogeneity of Diagnosis-Related Group (DRG) Payment Reform with Hospitalization Costs Among Patients with Colorectal Cancer in China.Healthcare (Basel, Switzerland) · 2026Article
- Assessing intervention effects on healthcare-related financial protection in low- and middle-income countries: a rapid evidence review.Health policy and planning · 2026Review
- Evaluating the Effect of Diagnosis-Intervention Packet (DIP) Reform in China on Hospitalization Outcomes for Patients with Chronic Obstructive Pulmonary Disease with Special Reference to M City.Healthcare (Basel, Switzerland) · 2026Article
- The effect of diagnosis-related group policy on treatment cost and treatment efficiency of inpatients with coronary heart disease in Xinjiang: an interrupted time series analysis.Journal of global health · 2026Article
- Impact of integrated care models on inpatient costs and health services efficiency: evidence from a difference-in-differences analysis in China.Health policy and planning · 2026Article
- Study on the reform effect of payment based on curative effect value for TCM dominant diseases in China: an interrupted time series analysis.Frontiers in public health · 2026Article
- Exploration and practice of data-driven high-quality development in smart hospitals.AIMS public health · 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
- Association of DRG-based payment reform with inpatient costs and resource use among older adults: an interrupted time series study in a county-level referral hospital in China.Frontiers in public health · 2026Article
- Impact of Diagnosis-Intervention Packet (DIP) Payment Reform on County Hospitals: Evidence from Z City, China.Journal of healthcare leadership · 2026Article
- Epidemiological characteristics and changing patterns of hospitalizations among middle-aged and elderly patients in Northwest China, 2020-2024: A retrospective cohort study.SAGE open medicine · 2026Article
- The impact of deep brain stimulation payment adjustments on healthcare utilization in Shanghai, China: a regression discontinuity analysis of health insurance claims.BMC health services research · 2025Article
- The impact of an innovative payment model on the direct economic burden of infectious disease inpatients: evidence from a pilot City in central China.International journal for equity in health · 2025Article
- Impact of an innovative case-based payment reform on hospital cost variation: insights from cerebral infarction inpatients in China.International journal for equity in health · 2025Article
- Analysis and optimization of inpatient cost structure for fracture patients under the implementation of the DRG policy.Frontiers in public health · 2025Article
- Impact of China's Diagnosis-Intervention Packet Policy on Hospitalization Costs for Patients With Malignant Tumors: A 2019-2022 Interrupted Time Series Analysis.Risk management and healthcare policy · 2025Article
- Article
- Facilitators and barriers to the implementation of DIP payment methodology reform in a public hospital in Guangzhou: a qualitative study based on the implementation of the meta-framework for research (CFIR) framework.Frontiers in public health · 2025Article
- DRG payment does not predispose to negative clinical outcomes in general surgery cases: evidence from a tertiary hospital in China.Frontiers in public health · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
contextA patient classification-based payment system called diagnosis-intervention packet (DIP) was piloted in a large city in southeast China in 2018.
objectiveThis study evaluates the impact of DIP payment reform on total costs, out-of-pocket (OOP) payments, length of stay (LOS), and quality of care in hospitalised patients of different age.
methodsAn interrupted time series model was employed to examine the monthly trend changes of outcome variables before and after the DIP reform in adult patients, who were stratified into a younger (18-64 years) and an older group (≥ 65 years), further stratified into young-old (65-79 years) and oldest-old (≥ 80 years) groups.
resultsThe adjusted monthly trend of costs per case significantly increased in the older adults (0.5%, P = 0.002) and oldest-old group (0.6%, P = 0.015). The adjusted monthly trend of average LOS decreased in the younger and young-old groups (monthly slope change: -0.058 days, P = 0.035; -0.025 days, P = 0.024, respectively), and increased in the oldest-old group (monthly slope change: 0.107 days, P = 0.030) significantly. The changes of adjusted monthly trends of in-hospital mortality rate were not significant in all age groups.
conclusionImplementation of the DIP payment reform associated with increase in total costs per case in the older and oldest-old groups, and reduction in LOS in the younger and young-old groups without deteriorating quality of care.
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