基于电子保险索赔数据的中国糖尿病患者经济负担

数据集获取（Figshare）

• 源站标题：Economic Burden in Chinese Patients with Diabetes Mellitus Using Electronic Insurance Claims Data
• DOI：10.1371/journal.pone.0159297
• 发布日期：2016-08-29
• 文件数：2 个
• 文件总体积：32.12 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Economic_Burden_in_Chinese_Patients_with_Diabetes_Mellitus_Using_Electronic_Insurance_Claims_Data/3793788

命令行下载

curl -L -o "S1 Table.DOCX" "https://ndownloader.figshare.com/files/5907186"
curl -L -o "S2 Table.DOCX" "https://ndownloader.figshare.com/files/5907192"

文件清单

• S1 Table.DOCX（15.76 KB）
• S2 Table.DOCX（16.36 KB）

文件总体积 32.12 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

Background
There is a paucity of studies that focus on the economic burden in daily care in China using electronic health data. The aim of this study is to describe the development of the economic burden of diabetic patients in a sample city in China from 2009 to 2011 using electronic data of patients’ claims records.
Methods
This study is a retrospective, longitudinal study in an open cohort of Chinese patients with diabetes. The patient population consisted of people living in a provincial capital city in east China, covered by the provincial urban employee basic medical insurance (UEBMI). We included any patient who had at least one explicit diabetes diagnosis or received blood glucose lowering medication in at least one registered outpatient visit or hospitalization during a calendar year in the years 2009–2011. Cross-sectional descriptions of different types of costs, prevalence of diabetic complications and related diseases, medication use were performed for each year separately and differences between three years were compared using a chi-square test or the non-parametric Kruskal-Wallis H test.
Results
Our results showed an increasing trend in total medical cost (from 2,383 to 2,780 USD, p = 0.032) and diabetes related cost (from 1,655 to 1,857 USD) for those diabetic patients during the study period. The diabetes related economic burden was significantly related to the prevalence of complications and related diseases (pConclusion
The economic burden of diabetes increased significantly in urban China. It is important to improve the prevention and treatment of diabetes to contribute to the sustainability of the Chinese health-care system.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0159297（source: https://plos.figshare.com/articles/dataset/Economic_Burden_in_Chinese_Patients_with_Diabetes_Mellitus_Using_Electronic_Insurance_Claims_Data/3793788）。