荷兰钠-葡萄糖协同转运蛋白2抑制剂(SGLT2is)的健康和预算影响
基于文献数据的荷兰SGLT2抑制剂在2型糖尿病患者中的健康与预算影响建模数据集,包含5年QALYs和成本分析结果。

基本信息
资源简介
荷兰钠-葡萄糖协同转运蛋白2抑制剂(SGLT2is)的健康和预算影响
【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 13.17 KB,主题涵盖 Type-2 diabetes mellitus、SGLT2is、budget impact、health impact、The Netherlands,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《The health and budget impact of sodium-glucose co-transporter-2 inhibitors (SGLT2is) in The Netherlands》。配套论文《The health and budget impact of sodium-glucose co-transporter-2 inhibitors (SGLT2is) in The Netherlands》发表于 Journal of Medical Economics(2023),DOI:10.1080/13696998.2023.2194802。源站首次发布:2023-04-13。
【数据内容】
源站原始描述:Type-2 Diabetes mellitus (T2DM) increases both the patient risk of cardiovascular disease (CVD) and renal outcomes, such as chronic kidney disease (CKD). Recent clinical trials of the glucose-lowering drug-class of sodium-glucose co-transporter-2 inhibitors (SGLT2is) have shown benefits in preventing CVD events and progression of CKD, leading to an update of the Dutch T2DM treatment guideline for patients at risk. The aim of this study is to assess the health and economic impact of the guideline…
【数据结构与技术规格】
文件数 1 个,合计 13.17 KB。ijme_a_2194802_sm0663.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,13.17 KB。数据集 DOI:10.6084/m9.figshare.22352863.v2。
【主题与分类】
源站学科分类:Medicine、Pharmacology、Biotechnology、Chemical Sciences not elsewhere classified、Sociology、Marine Biology。主题标签:Type-2 diabetes mellitus、SGLT2is、budget impact、health impact、The Netherlands、cardiovascular disease、chronic kidney disease、I10、I1、I。
【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://tandf.figshare.com/articles/dataset/The_health_and_budget_impact_of_sodium-glucose_co-transporter-2_inhibitors_SGLT2is_in_the_Netherlands/22352863
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:The health and budget impact of sodium-glucose co-transporter-2 inhibitors (SGLT2is) in The Netherlands. Taylor & Francis. van Schoonhoven, Alexander V.; Schöttler, Marcel H.; Serné, Erik H.; Schrömbges, Patrick P.G; Postma, Maarten J.; Boersma, Cornelis
【使用注意】
· 源站最后修改于 2024-03-21,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:The health and budget impact of sodium-glucose co-transporter-2 inhibitors (SGLT2is) in The Netherlands
- DOI:10.6084/m9.figshare.22352863.v2
- 发布日期:2023-04-13
- 文件数:1 个
- 文件总体积:13.17 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/The_health_and_budget_impact_of_sodium-glucose_co-transporter-2_inhibitors_SGLT2is_in_the_Netherlands/22352863
命令行下载
curl -L -o "ijme_a_2194802_sm0663.xlsx" "https://ndownloader.figshare.com/files/39772378"
文件清单
ijme_a_2194802_sm0663.xlsx(13.17 KB)
文件总体积 13.17 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
Type-2 Diabetes mellitus (T2DM) increases both the patient risk of cardiovascular disease (CVD) and renal outcomes, such as chronic kidney disease (CKD). Recent clinical trials of the glucose-lowering drug-class of sodium-glucose co-transporter-2 inhibitors (SGLT2is) have shown benefits in preventing CVD events and progression of CKD, leading to an update of the Dutch T2DM treatment guideline for patients at risk. The aim of this study is to assess the health and economic impact of the guideline-recommended utilization of SGLT2is in the Netherlands.
The patient population at risk was determined by multiplying Dutch T2DM prevalence rates with the total numbers of inhabitants of the Netherlands in 2020. Subsequently, two analyses, comparing a treatment setting before and after implementation of the new guideline for SGLT2is, were conducted. Clinical and adverse event rates in both settings as well as direct healthcare costs were sourced from the literature. Total costs were calculated by multiplying disease prevalence, event rates and costs associated to outcomes. One-time disutilities per event were included to estimate the health impact. The potential health and economic impact of implementing the updated guideline was calculated.
Using a 5-year time horizon, the guideline-suggested utilization of SGLT2is resulted in a health impact equal to 4835 quality adjusted life years gained (0.0031 per patient per year) and €461 million cost-savings. The costs of treatment with SGLT2is were €813 million. Hence the net budget impact was €352 million for the total Dutch T2DM population, which translated to €0,57 per patient per day.
SGLT2is offer an option to reduce the number of CVD and CKD related events and associated healthcare costs and health losses in the Netherlands. Further research is needed to include the benefits of improved T2DM management options from a broader societal perspective.Highlights
The glucose-lowering drug-class of sodium-glucose co-transporter-2 inhibitors (SGLT2is) has shown benefits in preventing cardiovascular events and progression of kidney disease in patients with type-2 diabetes leading to a revision of the respective Dutch treatment gui
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.22352863.v2(source: https://tandf.figshare.com/articles/dataset/The_health_and_budget_impact_of_sodium-glucose_co-transporter-2_inhibitors_SGLT2is_in_the_Netherlands/22352863)。
数据缺失?
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