使用新颖的图分析描述新西兰轻度创伤性脑损伤后的患者医疗路径
新西兰轻度创伤性脑损伤患者医疗路径数据集,包含治疗序列、成本与退出时间,揭示正确诊断对改善结局的关键作用。

基本信息
资源简介
使用新颖的图分析描述新西兰轻度创伤性脑损伤后的患者医疗路径
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 5 个文件、合计 4.13 MB,主题涵盖 Concussion、mild traumatic brain injury、treatment、care pathway、costs,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《Describing the patient journey through healthcare pathways following mild traumatic brain injury in New Zealand using novel Graph analysis》。配套论文《Describing the patient journey through healthcare pathways following mild traumatic brain injury in New Zealand using novel Graph analysis》发表于 Brain Injury(2023),DOI:10.1080/02699052.2023.2230878。项目资助方:The work was supported by the Auckland University of Technology, New Zealand [Vice Chancellor Doctoral Scholarship]; The Royal Society – Te Apārangi [Rutherford Discovery Fellowship]。源站首次发布:2023-07-05。
【数据内容】
源站原始描述:To identify treatment provider sequences and healthcare pathway characteristics and outcomes for people with mild traumatic brain injury (mTBI) in New Zealand. Total mTBI costs and key pathway characteristics were analysed using national healthcare data (patient’s injury and services provided). Graph analysis produced sequences of treatment provider types for claims with more than one appointment and healthcare outcomes (costs and time to exit pathway) were compared. Key pathway characteristics’…
【数据结构与技术规格】
文件数 5 个,合计 4.13 MB。tbin-2023-0004-File007.jpg:image/jpeg,2.01 MB。tbin-2023-0004-File008.jpg:image/jpeg,2.06 MB。tbin-2023-0004-File009.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,20.47 KB。数据集 DOI:10.6084/m9.figshare.23626342.v1。
【主题与分类】
源站学科分类:Medicine、Neuroscience、Pharmacology、Sociology、Biological Sciences not elsewhere classified、Infectious Diseases。主题标签:Concussion、mild traumatic brain injury、treatment、care pathway、costs。
【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/Describing_the_patient_journey_through_healthcare_pathways_following_mild_traumatic_brain_injury_in_New_Zealand_using_novel_Graph_analysis/23626342
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Describing the patient journey through healthcare pathways following mild traumatic brain injury in New Zealand using novel Graph analysis. Taylor & Francis. Gottgtroy, Renata Bastos; Hume, Patria A; Theadom, Alice
【使用注意】
· 源站最后修改于 2024-04-04,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:Describing the patient journey through healthcare pathways following mild traumatic brain injury in New Zealand using novel Graph analysis
- DOI:10.6084/m9.figshare.23626342.v1
- 发布日期:2023-07-05
- 文件数:5 个
- 文件总体积:4.13 MB
- 源站页面:https://tandf.figshare.com/articles/dataset/Describing_the_patient_journey_through_healthcare_pathways_following_mild_traumatic_brain_injury_in_New_Zealand_using_novel_Graph_analysis/23626342
命令行下载
curl -L -o "tbin-2023-0004-File007.jpg" "https://ndownloader.figshare.com/files/41456290"
curl -L -o "tbin-2023-0004-File008.jpg" "https://ndownloader.figshare.com/files/41456293"
curl -L -o "tbin-2023-0004-File009.docx" "https://ndownloader.figshare.com/files/41456296"
curl -L -o "tbin-2023-0004-File010.docx" "https://ndownloader.figshare.com/files/41456299"
curl -L -o "tbin-2023-0004-File011.docx" "https://ndownloader.figshare.com/files/41456302"
文件清单
tbin-2023-0004-File007.jpg(2.01 MB)tbin-2023-0004-File008.jpg(2.06 MB)tbin-2023-0004-File009.docx(20.47 KB)tbin-2023-0004-File010.docx(20.04 KB)tbin-2023-0004-File011.docx(20.78 KB)
文件总体积 4.13 MB(源站 API 实测)。
数据说明
To identify treatment provider sequences and healthcare pathway characteristics and outcomes for people with mild traumatic brain injury (mTBI) in New Zealand.
Total mTBI costs and key pathway characteristics were analysed using national healthcare data (patient’s injury and services provided). Graph analysis produced sequences of treatment provider types for claims with more than one appointment and healthcare outcomes (costs and time to exit pathway) were compared. Key pathway characteristics’ effect on healthcare outcomes were evaluated.
In two years, 55,494 accepted mTBI claims cost ACC USD$93,647,261 over four years. For claims with more than one appointment (36%), healthcare pathways had a median 49 days (IQR, 12–185). The 89 treatment provider types resulted in 3,396 different provider sequences of which 25% were General Practitioners only (GP), 13% Emergency Department to GP (ED-GP) and 5% GP to Concussion Service (GP-CS). Pathways with shorter time to exit and lower costs had correct mTBI diagnosis at initial appointment. Income maintenance comprised 52% of costs but only occurred for 20% claims.
Improving healthcare pathways for people with mTBI by investing in training of providers to enable correct mTBI diagnosis could yield longer term cost savings. Interventions to reduce income maintenance costs are recommended.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.23626342.v1(source: https://tandf.figshare.com/articles/dataset/Describing_the_patient_journey_through_healthcare_pathways_following_mild_traumatic_brain_injury_in_New_Zealand_using_novel_Graph_analysis/23626342)。
数据缺失?
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