Suppr超能文献

影响西北地区糖尿病患者家庭灾难性卫生支出的因素——以甘肃省为例。

Factors influencing catastrophic health expenditure of households with people with diabetes in Northwest China-an example from Gansu Province.

机构信息

Department of Epidemiology and Statistics, School of Public Health, Lanzhou University, Lanzhou, Gansu, China.

Department of Pediatric Cardiology, Lanzhou University Second Hospital, Lanzhou, Gansu, China.

出版信息

BMC Health Serv Res. 2023 Apr 25;23(1):401. doi: 10.1186/s12913-023-09411-w.

Abstract

BACKGROUND

Diabetes is a chronic non-communicable disease that causes a substantial economic burden on diabetic suffers and their households. The aim of this study was to explore the prevalence, equity, and determinants of catastrophic health expenditure (CHE) among households with people with diabetes in Northwest China.

METHODS

A total of 3,000 households were included in the 6th Health services survey in Gansu Province, China of which 270 households with people with diabetes. The equity of CHE was evaluated by concentration curve and concentration index (CI). We adopted the Pareto chart to analyze the main economic intervals of the occurrence of CHE. Finally, we combined the decision tree and logistic model and analyzed the determinants of the occurrence of CHE.

RESULTS

The incidence of CHE at 15%, 25% and 40% were 75.19%, 58.89% and 35.19%, respectively. CHE tended to occur in households with a lower economic level, with the phenomenon being more pronounced at Z = 40%. The Pareto chart showed that households in the group with an annual per capita income of 0-740 USD (0-5,000 Chinese Yuan) were most likely to experience CHE. Both decision tree and logistic models suggested that economic level, comorbidities, and small household size were potential risk factors. In addition, the decision tree model also suggested the interaction between the influencing factor of health checks in the past 12 months and the number of chronic diseases.

CONCLUSIONS

In summary, Households with people with diabetes were more likely to incur CHE. It is essential to focus on low- and middle-income households with people with diabetes, strengthen the management of patients with diabetes, and provide timely health interventions to reduce the occurrence of chronic comorbidity and the risk of CHE in households.

摘要

背景

糖尿病是一种慢性非传染性疾病,会给糖尿病患者及其家庭带来沉重的经济负担。本研究旨在探讨中国西北地区糖尿病患者家庭灾难性卫生支出(CHE)的患病率、公平性及其决定因素。

方法

本研究共纳入了中国甘肃省第六次卫生服务调查中的 3000 户家庭,其中有 270 户家庭有糖尿病患者。采用集中曲线和集中指数(CI)评估 CHE 的公平性。采用 Pareto 图分析 CHE 发生的主要经济区间。最后,结合决策树和逻辑回归模型分析 CHE 发生的决定因素。

结果

15%、25%和 40% CHE 发生率分别为 75.19%、58.89%和 35.19%。 CHE 更倾向于发生在经济水平较低的家庭,在 Z=40%时现象更为明显。 Pareto 图显示,年收入在 0-740 美元(0-5000 元人民币)的家庭最有可能发生 CHE。决策树和逻辑回归模型均提示经济水平、合并症和家庭规模小是潜在的危险因素。此外,决策树模型还提示了过去 12 个月健康检查和慢性病数量这两个影响因素之间的交互作用。

结论

总之,糖尿病患者家庭更有可能发生 CHE。有必要关注经济水平较低和中等收入的糖尿病患者家庭,加强糖尿病患者的管理,并提供及时的健康干预措施,以减少慢性合并症的发生和家庭 CHE 的风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fac6/10131345/09fbaf6618e3/12913_2023_9411_Fig1_HTML.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验