教育工具包对护理质量的影响:一项实用性整群随机试验
一项实用性整群随机试验数据集,评估教育工具包对糖尿病心血管疾病筛查和风险降低的效果,包含人口管理数据和临床结局数据。

基本信息
资源简介
教育工具包对护理质量的影响:一项实用性整群随机试验
【数据集背景】
本数据集源站标题为《Effect of an Educational Toolkit on Quality of Care: A Pragmatic Cluster Randomized Trial》。配套论文《Effect of an Educational Toolkit on Quality of Care: A Pragmatic Cluster Randomized Trial》发表于 PLoS Medicine(2014),DOI:10.1371/journal.pmed.1001588。源站首次发布:2014-02-04。
【数据内容】
源站原始描述:Background Printed educational materials for clinician education are one of the most commonly used approaches for quality improvement. The objective of this pragmatic cluster randomized trial was to evaluate the effectiveness of an educational toolkit focusing on cardiovascular disease screening and risk reduction in people with diabetes. Methods and Findings All 933,789 people aged ≥40 years with diagnosed diabetes in Ontario, Canada were studied using population-level administrative databases,…
【数据结构与技术规格】
文件数 4 个,合计 694.37 KB。Table_S1.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,18.94 KB。Text_S1.pdf:application/pdf,568.18 KB。Text_S2.doc:application/msword,75.78 KB。数据集 DOI:10.1371/journal.pmed.1001588。
【主题与分类】
源站学科分类:Medicine。主题标签:cardiovascular、Endocrinology、Diabetic endocrinology、Non-clinical medicine、Health care policy、Quality of care、Treatment guidelines、Health care quality、toolkit、pragmatic。
【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/_Effect_of_an_Educational_Toolkit_on_Quality_of_Care_A_Pragmatic_Cluster_Randomized_Trial_/926021
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:R. Shah, Baiju; Bhattacharyya, Onil; H. Y. Yu, Catherine; M. Mamdani, Muhammad; A. Parsons, Janet; E. Straus, Sharon; et al. (2016). Effect of an Educational Toolkit on Quality of Care: A Pragmatic Cluster Randomized Trial. PLOS Medicine. Dataset
【使用注意】
· 源站最后修改于 2023-06-03,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:Effect of an Educational Toolkit on Quality of Care: A Pragmatic Cluster Randomized Trial
- DOI:10.1371/journal.pmed.1001588
- 发布日期:2014-02-04
- 文件数:4 个
- 文件总体积:694.37 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_Effect_of_an_Educational_Toolkit_on_Quality_of_Care_A_Pragmatic_Cluster_Randomized_Trial_/926021
命令行下载
curl -L -o "Table_S1.docx" "https://ndownloader.figshare.com/files/1375996"
curl -L -o "Text_S1.pdf" "https://ndownloader.figshare.com/files/1375997"
curl -L -o "Text_S2.doc" "https://ndownloader.figshare.com/files/1375998"
curl -L -o "Text_S3.docx" "https://ndownloader.figshare.com/files/1375999"
文件清单
Table_S1.docx(18.94 KB)Text_S1.pdf(568.18 KB)Text_S2.doc(75.78 KB)Text_S3.docx(31.47 KB)
文件总体积 694.37 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
Printed educational materials for clinician education are one of the most commonly used approaches for quality improvement. The objective of this pragmatic cluster randomized trial was to evaluate the effectiveness of an educational toolkit focusing on cardiovascular disease screening and risk reduction in people with diabetes.
Methods and Findings
All 933,789 people aged ≥40 years with diagnosed diabetes in Ontario, Canada were studied using population-level administrative databases, with additional clinical outcome data collected from a random sample of 1,592 high risk patients. Family practices were randomly assigned to receive the educational toolkit in June 2009 (intervention group) or May 2010 (control group). The primary outcome in the administrative data study, death or non-fatal myocardial infarction, occurred in 11,736 (2.5%) patients in the intervention group and 11,536 (2.5%) in the control group (p = 0.77). The primary outcome in the clinical data study, use of a statin, occurred in 700 (88.1%) patients in the intervention group and 725 (90.1%) in the control group (p = 0.26). Pre-specified secondary outcomes, including other clinical events, processes of care, and measures of risk factor control, were also not improved by the intervention. A limitation is the high baseline rate of statin prescribing in this population.
Conclusions
The educational toolkit did not improve quality of care or cardiovascular outcomes in a population with diabetes. Despite being relatively easy and inexpensive to implement, printed educational materials were not effective. The study highlights the need for a rigorous and scientifically based approach to the development, dissemination, and evaluation of quality improvement interventions.
Trial Registration
http://www.ClinicalTrials.gov NCT01411865 and NCT01026688
Please see later in the article for the Editors’’ Summary
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pmed.1001588(source: https://plos.figshare.com/articles/dataset/_Effect_of_an_Educational_Toolkit_on_Quality_of_Care_A_Pragmatic_Cluster_Randomized_Trial_/926021)。
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