零加成政策对2型糖尿病和胆囊结石住院费用的影响表格数据
中国西部省份零加成政策对2型糖尿病和胆囊结石患者住院费用影响的中断时间序列分析表格数据(2015-2018)。

基本信息
资源简介
零加成政策对2型糖尿病和胆囊结石住院费用的影响表格数据
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 436.35 KB,主题涵盖 zero mark-up drug policy、policy intervention、interrupted time series、medicine expenses、hospitalization expenses,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Table_3_Impacts of the zero mark-up policy on hospitalization expenses of T2DM and cholecystolithiasis inpatients in SC province, western China: an interrupted time series analysis.docx》。配套论文《Impacts of the zero mark-up drug policy on hospitalization expenses of COPD inpatients in Sichuan province, western China: an interrupted time series analysis》发表于 BMC Health Services Research(2020),DOI:10.1186/s12913-020-05378-0。源站首次发布:2023-04-28。
【数据内容】
源站原始描述:BackgroundSince 2009, a series of ambitious health system reforms have been launched in China, including the zero mark-up drug policy (ZMDP); the policy was intended to reduce substantial medicine expenses for patients by abolishing the 15% mark-up on drugs. This study aims to evaluate the impacts of ZMDP on medical expenditures from the perspective of disease burden disparities in western China. MethodTwo typical diseases including Type 2 diabetes mellitus (T2DM) in internal medicine and cholec…
【数据结构与技术规格】
文件数 1 个,合计 436.35 KB。Table_3_Impacts of the zero mark-up policy on hospitalization expenses of T2DM and cholecystolithiasis inpatients in SC province, western China: an in.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,436.35 KB。数据集 DOI:10.3389/fpubh.2023.1079655.s003。
【主题与分类】
源站学科分类:Aboriginal and Torres Strait Islander Health、Aged Health Care、Care for Disabled、Community Child Health、Environmental and Occupational Health and Safety、Epidemiology。主题标签:zero mark-up drug policy、policy intervention、interrupted time series、medicine expenses、hospitalization expenses。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://frontiersin.figshare.com/articles/dataset/Table_3_Impacts_of_the_zero_mark-up_policy_on_hospitalization_expenses_of_T2DM_and_cholecystolithiasis_inpatients_in_SC_province_western_China_an_interrupted_time_series_analysis_docx/22718041
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Guo, Xirui; Xiao, Yao; Liu, Huan; Li, Qinchuan; Jiang, Qian; Liu, Chun; et al. (2023). Table_3_Impacts of the zero mark-up policy on hospitalization expenses of T2DM and cholecystolithiasis inpatients in SC province, western China: an interrupted time series analysis.docx. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-05-31,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Table_3_Impacts of the zero mark-up policy on hospitalization expenses of T2DM and cholecystolithiasis inpatients in SC province, western China: an interrupted time series analysis.docx
- DOI:10.3389/fpubh.2023.1079655.s003
- 发布日期:2023-04-28
- 文件数:1 个
- 文件总体积:436.35 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_3_Impacts_of_the_zero_mark-up_policy_on_hospitalization_expenses_of_T2DM_and_cholecystolithiasis_inpatients_in_SC_province_western_China_an_interrupted_time_series_analysis_docx/22718041
命令行下载
curl -L -o "Table_3_Impacts of the zero mark-up policy on hospitalization expenses of T2DM and cholecystolithiasis inpatients in SC province, western China: an in.docx" "https://ndownloader.figshare.com/files/40353019"
文件清单
Table_3_Impacts of the zero mark-up policy on hospitalization expenses of T2DM and cholecystolithiasis inpatients in SC province, western China: an in.docx(436.35 KB)
文件总体积 436.35 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
BackgroundSince 2009, a series of ambitious health system reforms have been launched in China, including the zero mark-up drug policy (ZMDP); the policy was intended to reduce substantial medicine expenses for patients by abolishing the 15% mark-up on drugs. This study aims to evaluate the impacts of ZMDP on medical expenditures from the perspective of disease burden disparities in western China.
MethodTwo typical diseases including Type 2 diabetes mellitus (T2DM) in internal medicine and cholecystolithiasis (CS) in surgery were selected from medical records in a large tertiary level-A hospital in SC Province. The monthly average medical expenses of patients from May 2015 to August 2018 were extracted to construct an interrupted time series (ITS) model to evaluate the impact of policy implementation on the economic burden.
ResultsA total of 5,764 cases were enrolled in our study. The medicine expenses for T2DM patients maintained a negative trend both before and after the intervention of ZMDP. It had declined by 74.3 CNY (P Our study indicated that the ZMDP has been an effective intervention to reduce the excessive medicine expenses for both researched medical and surgical diseases, but failed to show any long-term advantage. Moreover, the policy has no significant impact on relieving the overall hospitalization burden for either condition.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fpubh.2023.1079655.s003(source: https://frontiersin.figshare.com/articles/dataset/Table_3_Impacts_of_the_zero_mark-up_policy_on_hospitalization_expenses_of_T2DM_and_cholecystolithiasis_inpatients_in_SC_province_western_China_an_interrupted_time_series_analysis_docx/22718041)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。




