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利用医疗保险理赔数据估算糖尿病发病率:一项基于数据库的队列研究。

Estimating diabetes mellitus incidence using health insurance claims data: A database-driven cohort study.

作者信息

Kunisawa Susumu, Matsunaga Kyoko, Imanaka Yuichi

机构信息

Department of Healthcare Economics and Quality Management, Graduate School of Medicine, Kyoto University, Kyoto City, Kyoto, Japan.

Department of Health Security System, Centre for Health Security, Graduate School of Medicine, Kyoto University, Kyoto City, Kyoto, Japan.

出版信息

PLoS One. 2024 Oct 2;19(10):e0311517. doi: 10.1371/journal.pone.0311517. eCollection 2024.

Abstract

Type II diabetes mellitus is a global public health challenge, necessitating robust epidemiological investigations. The majority of evidence reports prevalence as estimations of incidence requiring longitudinal cohort studies that are challenging to conduct. However, this has been addressed by the secondary use of existing health insurance claims data. The current study aimed to examine the incidence of type II diabetes mellitus using existing claims and ledger data. The National Health Insurance and medical care system databases were used to extract type II diabetes mellitus (defined as ICD10 codes E11$-14$) claims data over a period of 5 years for individuals over 40 years old living in one city in Japan. Prevalence was calculated, and insured individuals whose data could be tracked over the entire study period were included in the subsequent analyses. Therefore, annual incidence was calculated by estimating differences in prevalence by year. Data analyses were stratified by sex and age group, and a model analysis was conducted to account for these variables. Overall, the prevalence, diabetes medication usage, and insulin usage were 26.3%, 12.1%, and 2.0%, respectively. Annual incidence of type II diabetes mellitus ranged between 1.2% and 4.6%. Both prevalence and incidence tended to be higher in males and peaked around 60-80 years old. The overall annual incidence was estimated at 3.03% (95% CI: 2.21%-3.85%). The annual incidence was not always associated with a low risk, indicating a consistent risk from middle age onward, although the level of risk varied with age. The current study successfully integrated existing claims and ledger data to explore incidence, and this methodology could be applied to a range of injuries and illnesses in the future.

摘要

2型糖尿病是一项全球性的公共卫生挑战,需要开展有力的流行病学调查。大多数证据报告的患病率是对发病率的估计,这需要进行具有挑战性的纵向队列研究。然而,现有医疗保险理赔数据的二次使用解决了这一问题。本研究旨在利用现有理赔和账本数据研究2型糖尿病的发病率。利用国民健康保险和医疗系统数据库,提取了日本某城市40岁以上人群在5年期间的2型糖尿病(定义为ICD10编码E11$-14$)理赔数据。计算了患病率,并将在整个研究期间其数据可追踪的参保个体纳入后续分析。因此,通过估计逐年患病率的差异来计算年发病率。数据分析按性别和年龄组进行分层,并进行了模型分析以考虑这些变量。总体而言,患病率、糖尿病药物使用率和胰岛素使用率分别为26.3%、12.1%和2.0%。2型糖尿病的年发病率在1.2%至4.6%之间。患病率和发病率在男性中往往更高,并在60 - 80岁左右达到峰值。总体年发病率估计为3.03%(95%置信区间:2.21% - 3.85%)。年发病率并非总是与低风险相关,这表明从中年起风险持续存在,尽管风险水平随年龄有所变化。本研究成功整合了现有理赔和账本数据以探索发病率,这种方法未来可应用于一系列损伤和疾病。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5689/11446451/ded8da351c50/pone.0311517.g001.jpg

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