文献检索文档翻译深度研究
Suppr Zotero 插件Zotero 插件
邀请有礼套餐&价格历史记录

新学期,新优惠

限时优惠:9月1日-9月22日

30天高级会员仅需29元

1天体验卡首发特惠仅需5.99元

了解详情
不再提醒
插件&应用
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
高级版
套餐订阅购买积分包
AI 工具
文献检索文档翻译深度研究
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2025

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

相似文献

[1]
The impact of long-term trends in continuity of care on the medical expenses of hypertensive patients: based on group-based trajectory model.

Front Public Health. 2025-7-30

[2]
Prescription of Controlled Substances: Benefits and Risks

2025-1

[3]
Investigation and analysis of mental health status of the older adult in western rural areas.

Front Public Health. 2025-7-16

[4]
Falls prevention interventions for community-dwelling older adults: systematic review and meta-analysis of benefits, harms, and patient values and preferences.

Syst Rev. 2024-11-26

[5]
Continuity of care and medication adherence in patients with angina: a retrospective cohort study using Korea's National Health Insurance data.

BMJ Open. 2025-6-24

[6]
Comparing continuity of care before and after disability registration: a retrospective cohort study.

Int J Qual Health Care. 2025-7-4

[7]
In-patient expenditure between 2011 and 2021 for patients with type 2 diabetes mellitus: a hospital-based multicenter retrospective study in southwest China.

Front Public Health. 2025-3-10

[8]
Systemic pharmacological treatments for chronic plaque psoriasis: a network meta-analysis.

Cochrane Database Syst Rev. 2021-4-19

[9]
High Risk of Readmission After THA Regardless of Functional Status in Patients Discharged to Skilled Nursing Facility.

Clin Orthop Relat Res. 2024-7-1

[10]
Social Determinants of Health and US Health Care Expenditures by Insurer.

JAMA Netw Open. 2024-10-1

本文引用的文献

[1]
Effect of social participation on the trajectories of activities of daily living disability among community-dwelling older adults: a 7-year community-based cohort.

Aging Clin Exp Res. 2024-5-7

[2]
The WHO Global report 2023 on hypertension warning the emerging hypertension burden in globe and its treatment strategy.

Hypertens Res. 2024-5

[3]
Relationship between trajectories of dietary iron intake and risk of type 2 diabetes mellitus: evidence from a prospective cohort study.

Nutr J. 2024-2-2

[4]
Group-Based Trajectory Modeling to Identify Patterns of Antipsychotic-Associated Weight Gain Among Children and Adolescents.

J Clin Psychopharmacol.

[5]
Health System Enablers and Barriers to Continuity of Care for First Nations Peoples Living with Chronic Disease.

Int J Integr Care. 2023-12-11

[6]
Continuity of care in primary healthcare settings among patients with chronic diseases in Saudi Arabia.

SAGE Open Med. 2023-10-29

[7]
Per- and polyfluoroalkyl substances in umbilical cord serum and body mass index trajectories from birth to age 10 years: Findings from a longitudinal birth cohort (SMBCS).

Environ Int. 2023-10

[8]
Continuity of health care: measurement and application in two rural counties of Guangxi Province, China.

BMC Health Serv Res. 2023-8-29

[9]
Continuity of care among diabetic patients in Accra, Ghana.

Front Public Health. 2023

[10]
Telehealth Use, Care Continuity, and Quality: Diabetes and Hypertension Care in Community Health Centers Before and During the COVID-19 Pandemic.

Med Care. 2023-4-1

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

推荐工具

医学文档翻译智能文献检索