2011-2021年中国西南地区2型糖尿病住院患者费用数据集

数据集获取（Figshare）

• 源站标题：Data Sheet 1_In-patient expenditure between 2011 and 2021 for patients with type 2 diabetes mellitus: a hospital-based multicenter retrospective study in southwest China.docx
• DOI：10.3389/fpubh.2025.1559424.s001
• 发布日期：2025-03-10
• 文件数：1 个
• 文件总体积：453.24 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_In-patient_expenditure_between_2011_and_2021_for_patients_with_type_2_diabetes_mellitus_a_hospital-based_multicenter_retrospective_study_in_southwest_China_docx/28561979

命令行下载

curl -L -o "Data Sheet 1_In-patient expenditure between 2011 and 2021 for patients with type 2 diabetes mellitus: a hospital-based multicenter retrospective study.docx" "https://ndownloader.figshare.com/files/52882091"

文件清单

• Data Sheet 1_In-patient expenditure between 2011 and 2021 for patients with type 2 diabetes mellitus: a hospital-based multicenter retrospective study.docx（453.24 KB）

文件总体积 453.24 KB（源站 API 实测）。

数据加载示例（图像类）

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

BackgroundType 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.
MethodsThe 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.
ResultsA 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 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.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fpubh.2025.1559424.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_In-patient_expenditure_between_2011_and_2021_for_patients_with_type_2_diabetes_mellitus_a_hospital-based_multicenter_retrospective_study_in_southwest_China_docx/28561979）。