两种基于网络的教育工具对护士静脉血栓栓塞预防药物管理实践效果的随机临床试验

一项随机临床试验数据集,评估两种网络教育工具对护士执行VTE预防药物管理效果的影响,包含药物非给药率和满意度评分。

NIAID Data Ecosystem
浏览 11
表格分类VTE prophylaxisnurse-reported satisfactionVTE prophylaxis medicationnon-administrationDynamic learner-centered educationvenous thromboembolism preventioncluster randomized trialhospital floorsurvey itemsJohns Hopkins Hospitalweb-based education toolsConclusions Education
Effectiveness of two distinct web-based education tools for bedside nurses on medication administration practice for venous thromboembolism prevention: A randomized clinical trial

基本信息

模态
表格
大小
0.000201091 GB
任务类型
分类
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

两种基于网络的教育工具对护士静脉血栓栓塞预防药物管理实践效果的随机临床试验

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 4 个文件、合计 201.09 KB,主题涵盖 VTE prophylaxis、nurse-reported satisfaction、VTE prophylaxis medication、non-administration、Dynamic learner-centered education,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《Effectiveness of two distinct web-based education tools for bedside nurses on medication administration practice for venous thromboembolism prevention: A randomized clinical trial》。配套论文《Effectiveness of two distinct web-based education tools for bedside nurses on medication administration practice for venous thromboembolism prevention: A randomized clinical trial》发表于 PLOS ONE(2017),DOI:10.1371/journal.pone.0181664。源站首次发布:2017-08-16。

【数据内容】

源站原始描述:Background Venous thromboembolism (VTE) is a common cause of preventable harm in hospitalized patients. While numerous successful interventions have been implemented to improve prescription of VTE prophylaxis, a substantial proportion of doses of prescribed preventive medications are not administered to hospitalized patients. The purpose of this trial was to evaluate the effectiveness of nurse education on medication administration practice. Methods This was a double-blinded, cluster randomized…

主表 S3 File.do 含 2 列、样本前 1096 行结构完整。

【数据结构与技术规格】

文件数 4 个,合计 201.09 KB。S1 File.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,23.13 KB。S2 File.pdf:application/pdf,90.24 KB。S3 File.do:text/plain,39.19 KB。数据集 DOI:10.1371/journal.pone.0181664。

【主题与分类】

源站学科分类:Medicine、Neuroscience、Pharmacology、Biotechnology、Cancer、Science Policy。主题标签:VTE prophylaxis、nurse-reported satisfaction、VTE prophylaxis medication、non-administration、Dynamic learner-centered education、venous thromboembolism prevention、cluster randomized trial、hospital floor、survey items、Johns Hopkins Hospital。

【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。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/Effectiveness_of_two_distinct_web-based_education_tools_for_bedside_nurses_on_medication_administration_practice_for_venous_thromboembolism_prevention_A_randomized_clinical_trial/5315476

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

规范引用:D. Lau, Brandyn; L. Shaffer, Dauryne; B. Hobson, Deborah; Yenokyan, Gayane; Wang, Jiangxia; Sugar, Elizabeth A.; et al. (2017). Effectiveness of two distinct web-based education tools for bedside nurses on medication administration practice for venous thromboembolism prevention: A randomized clinica…

【使用注意】

· 源站最后修改于 2023-06-01,引用时请注意版本时效。

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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 File.docx" "https://ndownloader.figshare.com/files/9122578"
curl -L -o "S2 File.pdf" "https://ndownloader.figshare.com/files/9122602"
curl -L -o "S3 File.do" "https://ndownloader.figshare.com/files/9122623"
curl -L -o "S4 File.log" "https://ndownloader.figshare.com/files/9122641"

文件清单

  • S1 File.docx(23.13 KB)
  • S2 File.pdf(90.24 KB)
  • S3 File.do(39.19 KB)
  • S4 File.log(48.53 KB)

文件总体积 201.09 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
Venous thromboembolism (VTE) is a common cause of preventable harm in hospitalized patients. While numerous successful interventions have been implemented to improve prescription of VTE prophylaxis, a substantial proportion of doses of prescribed preventive medications are not administered to hospitalized patients. The purpose of this trial was to evaluate the effectiveness of nurse education on medication administration practice.
Methods
This was a double-blinded, cluster randomized trial in 21 medical or surgical floors of 933 nurses at The Johns Hopkins Hospital, an academic medical center, from April 1, 2014 –March 31, 2015. Nurses were cluster-randomized by hospital floor to receive either a linear static education (Static) module with voiceover or an interactive learner-centric dynamic scenario-based education (Dynamic) module. The primary and secondary outcomes were non-administration of prescribed VTE prophylaxis medication and nurse-reported satisfaction with education modules, respectively.
Results
Overall, non-administration improved significantly following education (12.4% vs. 11.1%, conditional OR: 0.87, 95% CI: 0.80–0.95, p = 0.002) achieving our primary objective. The reduction in non-administration was greater for those randomized to the Dynamic arm (10.8% vs. 9.2%, conditional OR: 0.83, 95% CI: 0.72–0.95) versus the Static arm (14.5% vs. 13.5%, conditional OR: 0.92, 95% CI: 0.81–1.03), although the difference between arms was not statistically significant (p = 0.26). Satisfaction scores were significantly higher (pConclusions
Education for nurses significantly improves medication administration practice. Dynamic learner-centered education is more effective at engaging nurses. These findings suggest that education should be tailored to the learner.
Trial registration
ClinicalTrials.gov NCT02301793

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0181664(source: https://plos.figshare.com/articles/dataset/Effectiveness_of_two_distinct_web-based_education_tools_for_bedside_nurses_on_medication_administration_practice_for_venous_thromboembolism_prevention_A_randomized_clinical_trial/5315476)。

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