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长期护理连续性趋势对高血压患者医疗费用的影响:基于群组轨迹模型

The impact of long-term trends in continuity of care on the medical expenses of hypertensive patients: based on group-based trajectory model.

作者信息

Du Yanqiu, Liang Di, Zhang Gaofeng, Luo Yongsong, Huang Jiayan, Dong Yin

机构信息

School of Public Health, Fudan University, Shanghai, China.

Key Lab of Health Technology Assessment (Fudan University), National Health Commission, Shanghai, China.

出版信息

Front Public Health. 2025 Jul 30;13:1598324. doi: 10.3389/fpubh.2025.1598324. eCollection 2025.

DOI:10.3389/fpubh.2025.1598324
PMID:40809765
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12343502/
Abstract

PURPOSE

This study aimed to identify long-term trends in continuity of care (COC) among hypertensive patients using group-based trajectory modeling (GBTM) and evaluate their association with medical expenses, thereby providing evidence for chronic disease management.

METHODS

We analyzed 6-year (2016-2021) reimbursement data of the social health insurance from Yuhuan City, China, including 30,545 hypertensive adults. Continuity of Care Index (COCI) was calculated annually. GBTM was employed to classify patients into trajectory subgroups based on COCI trends, with the best-fitting model selection guided by Bayesian information criterion (BIC), average posterior probability (AvePP). Multiple linear regression assessed the relationship between trajectory groups and annual medical expenses, adjusting for age, gender, insurance type, and Charlson Comorbidity Index (CCI).

RESULTS

Four COCI trajectories were identified: low-level maintenance (52.06%), low-level increase (17.14%), high-level decrease (18.94%), and high-level maintenance (11.87%). Patients in the high-level maintenance group incurred the lowest annual medical expenses (mean range: ¥3,786-¥5,088), while the low-level maintenance group exhibited the highest (mean range: ¥6,450-¥10,321). After adjustment, the low-level maintenance group had significantly higher expenses than the high-level maintenance group (β = 3,049.44 CNY, < 0.001). Older age, employee insurance coverage, and higher CCI were also associated with increased medical expenses ( < 0.001).

CONCLUSION

Sustained high continuity of care correlates with reduced medical expenses in hypertensive patients. Long-term COC maintenance should be prioritized in chronic disease management to mitigate healthcare costs. Policymakers should incentivize care continuity through integrated health systems and targeted patient interventions.

摘要

目的

本研究旨在使用基于群组的轨迹模型(GBTM)确定高血压患者护理连续性(COC)的长期趋势,并评估其与医疗费用的关联,从而为慢性病管理提供证据。

方法

我们分析了中国玉环市6年(2016 - 2021年)的社会医疗保险报销数据,其中包括30545名成年高血压患者。每年计算护理连续性指数(COCI)。采用GBTM根据COCI趋势将患者分类为轨迹亚组,通过贝叶斯信息准则(BIC)、平均后验概率(AvePP)指导选择最佳拟合模型。多元线性回归评估轨迹组与年度医疗费用之间的关系,并对年龄、性别、保险类型和查尔森合并症指数(CCI)进行调整。

结果

确定了四条COCI轨迹:低水平维持(52.06%)、低水平增加(17.14%)、高水平下降(18.94%)和高水平维持(11.87%)。高水平维持组患者的年度医疗费用最低(平均范围:3786元至5088元),而低水平维持组最高(平均范围:6450元至10321元)。调整后,低水平维持组的费用显著高于高水平维持组(β = 3049.44元,< 0.001)。年龄较大、职工医保覆盖和较高的CCI也与医疗费用增加相关(< 0.001)。

结论

高血压患者持续的高护理连续性与医疗费用降低相关。在慢性病管理中应优先考虑长期维持COC以降低医疗成本。政策制定者应通过整合卫生系统和有针对性的患者干预措施来激励护理连续性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b93/12343502/f13250f1d458/fpubh-13-1598324-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b93/12343502/f13250f1d458/fpubh-13-1598324-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b93/12343502/f13250f1d458/fpubh-13-1598324-g0001.jpg

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