评估资源有限环境下用于腹泻病管理的智能手机决策支持工具
评估智能手机决策支持工具在资源有限地区改善腹泻病管理指南依从性的临床试点数据集。

基本信息
资源简介
评估资源有限环境下用于腹泻病管理的智能手机决策支持工具
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 3 个文件、合计 58.35 MB,主题涵盖 weight estimation、age-based weight estimation、World Health Organization、RR、proportion,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《Evaluation of a Smartphone Decision-Support Tool for Diarrheal Disease Management in a Resource-Limited Setting》。配套论文《Evaluation of a Smartphone Decision-Support Tool for Diarrheal Disease Management in a Resource-Limited Setting》发表于 PLOS Neglected Tropical Diseases(2017),DOI:10.1371/journal.pntd.0005290。源站首次发布:2017-01-19。
【数据内容】
源站原始描述:The emergence of mobile technology offers new opportunities to improve clinical guideline adherence in resource-limited settings. We conducted a clinical pilot study in rural Bangladesh to evaluate the impact of a smartphone adaptation of the World Health Organization (WHO) diarrheal disease management guidelines, including a modality for age-based weight estimation. Software development was guided by end-user input and evaluated in a resource-limited district and sub-district hospital during th…
【数据结构与技术规格】
文件数 3 个,合计 58.35 MB。pntd.0005290.s002.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,11.88 KB。pntd.0005290.s003.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,180.75 KB。数据集 DOI:10.1371/journal.pntd.0005290。
【主题与分类】
源站学科分类:Medicine、Cell Biology、Biotechnology、Sociology、Biological Sciences not elsewhere classified、Virology。主题标签:weight estimation、age-based weight estimation、World Health Organization、RR、proportion、diarrheal disease management guidelines、antibiotic、IV fluids、resource-limited、6 week intervention period。
【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/Evaluation_of_a_Smartphone_Decision-Support_Tool_for_Diarrheal_Disease_Management_in_a_Resource-Limited_Setting/4568461
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Haque, Farhana; Ball, Robyn L.; Khatun, Selina; Ahmed, Mujaddeed; Kache, Saraswati; Jobayer Chisti, Mohammod; et al. (2017). Evaluation of a Smartphone Decision-Support Tool for Diarrheal Disease Management in a Resource-Limited Setting. PLOS Neglected Tropical Diseases. Dataset
【使用注意】
· 源站最后修改于 2023-05-31,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:Evaluation of a Smartphone Decision-Support Tool for Diarrheal Disease Management in a Resource-Limited Setting
- DOI:10.1371/journal.pntd.0005290
- 发布日期:2017-01-19
- 文件数:3 个
- 文件总体积:58.35 MB
- 源站页面:https://plos.figshare.com/articles/dataset/Evaluation_of_a_Smartphone_Decision-Support_Tool_for_Diarrheal_Disease_Management_in_a_Resource-Limited_Setting/4568461
命令行下载
curl -L -o "pntd.0005290.s001.mov" "https://ndownloader.figshare.com/files/7470823"
curl -L -o "pntd.0005290.s002.docx" "https://ndownloader.figshare.com/files/7470826"
curl -L -o "pntd.0005290.s003.xlsx" "https://ndownloader.figshare.com/files/7470829"
文件清单
pntd.0005290.s001.mov(58.16 MB)pntd.0005290.s002.docx(11.88 KB)pntd.0005290.s003.xlsx(180.75 KB)
文件总体积 58.35 MB(源站 API 实测)。
数据说明
The emergence of mobile technology offers new opportunities to improve clinical guideline adherence in resource-limited settings. We conducted a clinical pilot study in rural Bangladesh to evaluate the impact of a smartphone adaptation of the World Health Organization (WHO) diarrheal disease management guidelines, including a modality for age-based weight estimation. Software development was guided by end-user input and evaluated in a resource-limited district and sub-district hospital during the fall 2015 cholera season; both hospitals lacked scales which necessitated weight estimation. The study consisted of a 6 week pre-intervention and 6 week intervention period with a 10-day post-discharge follow-up. Standard of care was maintained throughout the study with the exception that admitting clinicians used the tool during the intervention. Inclusion criteria were patients two months of age and older with uncomplicated diarrheal disease. The primary outcome was adherence to guidelines for prescriptions of intravenous (IV) fluids, antibiotics and zinc. A total of 841 patients were enrolled (325 pre-intervention; 516 intervention). During the intervention, the proportion of prescriptions for IV fluids decreased at the district and sub-district hospitals (both p p p = 0.035 sub-district) with RRs of 6.9 (district) and 1.6 (sub-district) while prescriptions for other antibiotics decreased; zinc adherence increased. Limitations included an absence of a concurrent control group and no independent dehydration assessment during the pre-intervention. Despite limitations, opportunities were identified to improve clinical care, including better assessment, weight estimation, and fluid/ antibiotic selection. These findings demonstrate that a smartphone-based tool can improve guideline adherence. This study should serve as a catalyst for a randomized controlled trial to expand on the findings and address limitations.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pntd.0005290(source: https://plos.figshare.com/articles/dataset/Evaluation_of_a_Smartphone_Decision-Support_Tool_for_Diarrheal_Disease_Management_in_a_Resource-Limited_Setting/4568461)。
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