Wang Jiabi, Zhu Jinyun, Hu Kuan, Chen Yijun, Zhang Jinghua, Wu Xiaoyu
School of Accounting, Nanfang College, Guangzhou, Guangdong, China.
School of Business, Macau University of Science and Technology, Macao, Macao SAR, China.
Front Public Health. 2025 Aug 20;13:1582001. doi: 10.3389/fpubh.2025.1582001. eCollection 2025.
Diagnosis-related group (DRG) systems for healthcare reimbursement were recently introduced among hospitals in China, raising concerns about cost-shifting, where hospitals may increase charges for self-financing patients to offset reimbursement cuts by DRG. In 2018, both Nanchang and Ganzhou Cities in Jiangxi Province installed DRG information systems, but only Nanchang fully implemented the DRG system during the 2019-2020 pilot period.
Drawing from a healthcare administrative dataset of 14,310 patients' records, this study investigates the hospitalization costs associated with Intraocular Lens (IOL) implantation procedures in Jiangxi Province, China, from 2017 to 2020. By applying the quantile difference-in-differences (DID) and difference-in-difference-in-difference (DDD) methodologies, the research examines the impacts of DRG implementation on hospitalization costs, with a particular focus on self-financing patients.
Upon the implementation of DRG in hospitals in Nanchang, the IOL cost ratio for patients in Nanchang was lower on average by 0.047 ( < ), with the largest reduction observed at higher quantiles (e.g., Q75: -0.105, Q90: -0.091) ( < ). The DDD model revealed a decrease of 0.226 in the IOL cost ratio for self-financing patients in DRG hospitals post-implementation. These results remained robust across various healthcare cost ratios.
The study indicates that implementing the DRG system in Chinese hospitals effectively constrained healthcare costs without causing unintended cost-shifting among self-financing patients. The system's heightened impacts on higher quantiles indicate its efficacy in addressing high-cost outliers. These outcomes are likely attributed to the centralized medical procurement and healthcare information technology integrated into the Chinese healthcare system.
中国医院近期引入了用于医疗报销的诊断相关分组(DRG)系统,引发了对成本转嫁的担忧,即医院可能提高自费患者的费用,以抵消DRG报销削减带来的影响。2018年,江西省南昌市和赣州市均安装了DRG信息系统,但在2019 - 2020年试点期间,只有南昌全面实施了DRG系统。
本研究利用14310例患者记录的医疗管理数据集,调查了2017年至2020年中国江西省人工晶状体(IOL)植入手术的住院费用。通过应用分位数双重差分(DID)和三重差分(DDD)方法,该研究考察了DRG实施对住院费用的影响,特别关注自费患者。
南昌医院实施DRG后,南昌患者的IOL成本比率平均降低了0.047(<),在较高分位数处降幅最大(例如,Q75:-0.105,Q90:-0.091)(<)。DDD模型显示,实施DRG后,DRG医院自费患者的IOL成本比率下降了0.226。这些结果在各种医疗成本比率中均保持稳健。
该研究表明,中国医院实施DRG系统有效控制了医疗成本,且未在自费患者中造成意外的成本转嫁。该系统对较高分位数的影响增强,表明其在解决高成本异常值方面的有效性。这些结果可能归因于中国医疗系统中整合的集中式医疗采购和医疗信息技术。