Evidence map›Paper›PMID 40129587›Full record

ArticleFrontiers in public health2025

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

Yuxin He, Juntao Tan, Qingzhu Tan, Xiao Zhang, Yunyu Liu, Yang Tang

Abstract readMulticenter Study
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Yuxin HeDepartment of Medical Administration, Affiliated Banan Hospital of Chongqing Medical University, Chongqing, China.
Juntao TanCollege of Medical Informatics, Chongqing Medical University, Chongqing, China.
Qingzhu TanMedical Records and Statistics Room, Affiliated Banan Hospital of Chongqing Medical University, Chongqing, China.
Xiao ZhangMedical Records and Statistics Room, Affiliated Banan Hospital of Chongqing Medical University, Chongqing, China.
Yunyu LiuMedical Insurance Department, Affiliated Banan Hospital of Chongqing Medical University, Chongqing, China.
Yang TangDepartment of Cardiology, Affiliated Banan Hospital of Chongqing Medical University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Type 2 diabetes mellitus (T2DM) is a chronic non-infectious disease that seriously endangers human health. This study aimed to determine the main factors influencing the medical expenditure of T2DM patients and provide guidance for the allocation and control of medical expenditure. Methods: The homepage data of patients with T2DM were retrospectively collected from six tertiary hospitals in southwest China from January 2011 to December 2021. A multiple linear regression model was constructed to examine the factors associated with medical expenses per patient. Furthermore, the trends of medical expenditure according to other important measures and patient subgroups were described, and a proportional breakdown of medical expenditure was generated. All expenditure data were reported in Chinese Yuan (CNY), based on the 2021 value, and adjusted using the year-specific healthcare consumer price index. Results: A total of 45,237 patients with T2DM were analyzed in this study. Multiple linear regression showed that age, marital status, insurance type, length of stay, number of clinical visits, number of comorbidities, history of disease, history of surgery, smoking history, and the age-adjusted Charlson comorbidity index score were influencing factors of medical expenditure in patients with T2DM. Considering the overall average medical expenditure, diagnosis cost accounted for the largest proportion and was never <25% since 2011, showing a decreasing trend year by year. Among the types of comorbidity, hypertension was the most prevalent, followed by kidney disease and hyperlipidemia. In terms of the combination of comorbidities, medical expenditure was the highest for pulmonary infection+hypertension (24,360 CNY), followed by coronary heart disease+heart failure+hypertension (22,029 CNY). Conclusions: Identifying the main factors influencing the medical expenditure of patients with T2DM can provide a reference for the medical security department to formulate reasonable compensation plans and for medical institutions to optimize treatment plans. Ultimately, this might reduce the financial burden of patients and relieve the pressure of medical insurance funds.

Indexed as

Diabetes Mellitus, Type 2Health ExpendituresAdultAgedChinaComorbidityFemaleHumansMaleMiddle AgedRetrospective Studiesinfluencing factorsmedical expendituremultiple linear regressiontime trendtype 2 diabetes mellitus

Identifiers

PMID40129587
PMCPMC11931030

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