美国新型降糖药物成本效益的递减趋势:2010-2018

基于2018年IBM MarketScan数据,更新了12项美国新型降糖药物成本效益研究,显示新药成本效益随时间下降。

Fonseca, Vivian; Shao, Hui; Shi, Lizheng; Patel, Rahul; Li, Piaopiao; Vouri, Scott M; Guo, JingchuanFonseca, Vivian; Shao, Hui; Shi, Lizheng; Patel, Rahul; Li, Piaopiao; Vouri, Scott M; Guo, Jingchuan
Taylor & Francis Group
2022-08-04 更新
浏览 19
表格Cost-effectivenessnewer glucose-lowering drugGLP-1 receptor agonistSGLT2 inhibitorsDPP4
The diminishing cost-effectiveness of the newer glucose-lowering drug classes in the United States: 2010-2018

基本信息

模态
表格
大小
0.000022577 GB
许可
CC BY 4.0
创建/更新时间
2022-08-04
版本
v2

资源简介

美国新型降糖药物成本效益的递减趋势:2010-2018

【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 22.58 KB,主题涵盖 Cost-effectiveness、newer glucose-lowering drug、GLP-1 receptor agonist、SGLT2 inhibitors、DPP4,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 diminishing cost-effectiveness of the newer glucose-lowering drug classes in the United States: 2010–2018》。配套论文《The diminishing cost-effectiveness of the newer glucose-lowering drug classes in the United States: 2010–2018》发表于 Current Medical Research and Opinion(2021),DOI:10.1080/03007995.2021.1971181。源站首次发布:2021-08-31。

【数据内容】

源站原始描述:The difference between the costs of the newer and older glucose-lowering drugs (GLMs) has been steadily increasing since 2010. In 2018, newer drugs cost 8–12 times more than older drugs (except for insulin). This study aimed to understand how the cost change influenced the cost-effectiveness of the newer GLMs. Based on our previous literature review on US-based cost-effectiveness studies comparing newer (i.e. dipeptidyl peptidase-4 inhibitors (DPP4), glucagon-like peptide 1 receptor agonists (GL…

【数据结构与技术规格】

文件数 1 个,合计 22.58 KB。icmo_a_1971181_sm9571.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,22.58 KB。数据集 DOI:10.6084/m9.figshare.16437285.v2。

【主题与分类】

源站学科分类:Medicine、Pharmacology、Sociology、Biological Sciences not elsewhere classified、Science Policy。主题标签:Cost-effectiveness、newer glucose-lowering drug、GLP-1 receptor agonist、SGLT2 inhibitors、DPP4。

【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_diminishing_cost-effectiveness_of_the_newer_glucose-lowering_drug_classes_in_the_United_States_2010-2018/16437285

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:The diminishing cost-effectiveness of the newer glucose-lowering drug classes in the United States: 2010–2018. Taylor & Francis. Li, Piaopiao; Patel, Rahul; Guo, Jingchuan; Vouri, Scott M.; Shi, Lizheng; Fonseca, Vivian; et al

【使用注意】

· 源站最后修改于 2023-06-02,引用时请注意版本时效。

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

帮我联系

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)

命令行下载

curl -L -o "icmo_a_1971181_sm9571.xlsx" "https://ndownloader.figshare.com/files/30447237"

文件清单

  • icmo_a_1971181_sm9571.xlsx(22.58 KB)

文件总体积 22.58 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

The difference between the costs of the newer and older glucose-lowering drugs (GLMs) has been steadily increasing since 2010. In 2018, newer drugs cost 8–12 times more than older drugs (except for insulin). This study aimed to understand how the cost change influenced the cost-effectiveness of the newer GLMs.
Based on our previous literature review on US-based cost-effectiveness studies comparing newer (i.e. dipeptidyl peptidase-4 inhibitors (DPP4), glucagon-like peptide 1 receptor agonists (GLP1-RA), and sodium-glucose transport protein 2 inhibitors) with older GLMs, we identified 12 studies that reported the cost-effectiveness of newer drugs based on drug costs estimated before 2010. We updated the corresponding cost-effectiveness of each study by replacing the old cost estimates with 2018 estimates from the 2018 IBM MarketScan Commercial Claims Databases. The time window and willingness to pay threshold were consistent with the original studies.
Only 8% of the original studies suggested that the older drugs were cost-effective. However, 58% of studies were in favor of the older drugs after the cost update. Among the four studies comparing newer drugs with thiazolidinediones, all the original results favored newer drugs. However, all studies suggested thiazolidinedione to be cost-effective in the updated analysis. For the four studies comparing newer drugs with sulfonylureas, two studies suggested the sulfonylureas to be cost-effective after the cost update. All four studies suggested newer drugs to be cost-effective when compared with insulin in the original study. Only 1 flipped its conclusion when 2018 costs were used. Our sensitivity analysis shows that our results are robust under a 30% rebate.
Significant changes in the cost of GLMs have impacted the economic value of different GLM classes substantially. More cost-effectiveness analyses are warranted to support the drug choice in T2DM management.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.16437285.v2(source: https://tandf.figshare.com/articles/dataset/The_diminishing_cost-effectiveness_of_the_newer_glucose-lowering_drug_classes_in_the_United_States_2010-2018/16437285)。

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。

获取专属数据定制方案