药师主导的2型糖尿病小组医疗访视的成本与效果:多中心随机对照试验

一项评估药师主导小组医疗访视对2型糖尿病患者成本与效果的多中心随机对照试验数据集。

NIAID Data Ecosystem
浏览 16
表格per-person outpatient expenditurecare armVeteran Health Administrationgroup visit13 monthscare arm 13 months post-studygroup visit arm 13 monthsstudy intervention periodtype -2 diabetesLDLType -2 Diabetes Mellitusmedication management sessions
Costs and effectiveness of pharmacist-led group medical visits for type-2 diabetes: A multi-center randomized controlled trial

基本信息

模态
表格
大小
0.000422442 GB
许可
CC BY 4.0
创建/更新时间
2026-10-17
版本
v1

资源简介

药师主导的2型糖尿病小组医疗访视的成本与效果:多中心随机对照试验

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 2 个文件、合计 422.44 KB,主题涵盖 per-person outpatient expenditure、care arm、Veteran Health Administration、group visit、13 months,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《Costs and effectiveness of pharmacist-led group medical visits for type-2 diabetes: A multi-center randomized controlled trial》。配套论文《Costs and effectiveness of pharmacist-led group medical visits for type-2 diabetes: A multi-center randomized controlled trial》发表于 PLOS ONE(2018),DOI:10.1371/journal.pone.0195898。源站首次发布:2018-04-19。

【数据内容】

源站原始描述:Objectives The effectiveness and costs associated with addition of pharmacist-led group medical visits to standard care for patients with Type-2 Diabetes Mellitus (T2DM) is unknown. Methods Randomized-controlled-trial in three US Veteran Health Administration (VHA) Hospitals, where 250 patients with T2DM, HbA1c >7% and either hypertension, active smoking or hyperlipidemia were randomized to either (1) addition of pharmacist-led group-medical-visits or (2) standard care alone for 13 months. Group…

【数据结构与技术规格】

文件数 2 个,合计 422.44 KB。S1 Table.pdf:application/pdf,105.24 KB。S1 Text.pdf:application/pdf,317.20 KB。数据集 DOI:10.1371/journal.pone.0195898。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Biotechnology、Developmental Biology、Science Policy、Infectious Diseases。主题标签:per-person outpatient expenditure、care arm、Veteran Health Administration、group visit、13 months、care arm 13 months post-study、group visit arm 13 months、study intervention period、type -2 diabetes、LDL。

【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://plos.figshare.com/articles/dataset/Costs_and_effectiveness_of_pharmacist-led_group_medical_visits_for_type-2_diabetes_A_multi-center_randomized_controlled_trial/6161969

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

规范引用:Wu, Wen-Chih; H. Taveira, Tracey; Jeffery, Sean; Jiang, Lan; Tokuda, Lisa; Musial, Joanna; et al. (2018). Costs and effectiveness of pharmacist-led group medical visits for type-2 diabetes: A multi-center randomized controlled trial. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-05-30,引用时请注意版本时效。

官方服务

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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。

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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 "S1 Table.pdf" "https://ndownloader.figshare.com/files/11149550"
curl -L -o "S1 Text.pdf" "https://ndownloader.figshare.com/files/11149559"

文件清单

  • S1 Table.pdf(105.24 KB)
  • S1 Text.pdf(317.20 KB)

文件总体积 422.44 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

Objectives
The effectiveness and costs associated with addition of pharmacist-led group medical visits to standard care for patients with Type-2 Diabetes Mellitus (T2DM) is unknown.
Methods
Randomized-controlled-trial in three US Veteran Health Administration (VHA) Hospitals, where 250 patients with T2DM, HbA1c >7% and either hypertension, active smoking or hyperlipidemia were randomized to either (1) addition of pharmacist-led group-medical-visits or (2) standard care alone for 13 months. Group (4–6 patients) visits consisted of 2-hour, education and comprehensive medication management sessions once weekly for 4 weeks, followed by quarterly visits. Change from baseline in cardiovascular risk estimated by the UKPDS-risk-score, health-related quality-of-life (SF36v) and institutional healthcare costs were compared between study arms.
Results
After 13 months, both groups had similar and significant improvements from baseline in UKPDS-risk-score (-0.02 ±0.09 and -0.04 ±0.09, group visit and standard care respectively, adjusted pConclusions
Addition of pharmacist-led group medical visits in T2DM achieved similar improvements from baseline in cardiovascular risk factors than usual care, but with reduction in the healthcare costs in the group visit arm 13 months after completion compared to the steady rise in cost for the usual care arm.
Trial registration
NCT00554671 ClinicalTrials.gov

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0195898(source: https://plos.figshare.com/articles/dataset/Costs_and_effectiveness_of_pharmacist-led_group_medical_visits_for_type-2_diabetes_A_multi-center_randomized_controlled_trial/6161969)。

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