日本神经科医生对晚期帕金森病设备辅助治疗偏好的数据集
基于日本神经科医生调查的离散选择实验数据集,用于评估晚期帕金森病患者设备辅助治疗的偏好属性。

基本信息
资源简介
日本神经科医生对晚期帕金森病设备辅助治疗偏好的数据集
【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 121.51 KB,主题涵盖 Advanced Parkinson’s disease、physicians’ preference、neurologists’ preference、device-aided therapy、mode of administration,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《Neurologists’ preferences for device-aided therapy for advanced Parkinson’s disease in Japan》。配套论文《Neurologists’ preferences for device-aided therapy for advanced Parkinson’s disease in Japan》发表于 Current Medical Research and Opinion(2022),DOI:10.1080/03007995.2022.2129800。项目资助方:AbbVie GK sponsored the study; contributed to the design and interpretation of data; in writing, reviewing, and approval of the final version. No honoraria or payments were made for authorship.。源站首次发布:2022-10-11。
【数据内容】
源站原始描述:This study measures the relative preference for attributes of device-aided therapies (DATs) for advanced Parkinson’s Disease (PD) from the perspective of Japanese neurologists. Attributes and levels were elicited based on literature and interviews with certified neurologists experienced with DATs. An online survey including a discrete choice experiment (DCE) was developed, pilot tested, and distributed through an online panel to neurologists treating advanced PD patients. Participants were asked…
【数据结构与技术规格】
文件数 3 个,合计 121.51 KB。icmo_a_2129800_sm7287.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,37.29 KB。icmo_a_2129800_sm7286.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,54.28 KB。icmo_a_2129800_sm7285.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,29.95 KB。数据集 DOI:10.6084/m9.figshare.21310580.v1。
【主题与分类】
源站学科分类:Medicine、Pharmacology、Sociology、Science Policy。主题标签:Advanced Parkinson’s disease、physicians’ preference、neurologists’ preference、device-aided therapy、mode of administration、discrete choice experiment、Japan。
【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/Neurologists_preferences_for_device-aided_therapy_for_advanced_Parkinson_s_disease_in_Japan/21310580
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Neurologists’ preferences for device-aided therapy for advanced Parkinson’s disease in Japan. Taylor & Francis. Fujioka, Shinsuke; Mishima, Takayasu; Yamazaki, Toru; Bebrysz, Magdalena; Nomoto, Mariko; Yamaguchi, Jumpei; et al
【使用注意】
· 源站最后修改于 2023-06-12,引用时请注意版本时效。
下载信息
注册下载
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公开数据集受托下载与技术交付服务。
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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:Neurologists’ preferences for device-aided therapy for advanced Parkinson’s disease in Japan
- DOI:10.6084/m9.figshare.21310580.v1
- 发布日期:2022-10-11
- 文件数:3 个
- 文件总体积:121.51 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/Neurologists_preferences_for_device-aided_therapy_for_advanced_Parkinson_s_disease_in_Japan/21310580
命令行下载
curl -L -o "icmo_a_2129800_sm7287.docx" "https://ndownloader.figshare.com/files/37812110"
curl -L -o "icmo_a_2129800_sm7286.docx" "https://ndownloader.figshare.com/files/37812113"
curl -L -o "icmo_a_2129800_sm7285.docx" "https://ndownloader.figshare.com/files/37812116"
文件清单
icmo_a_2129800_sm7287.docx(37.29 KB)icmo_a_2129800_sm7286.docx(54.28 KB)icmo_a_2129800_sm7285.docx(29.95 KB)
文件总体积 121.51 KB(源站 API 实测)。
数据说明
This study measures the relative preference for attributes of device-aided therapies (DATs) for advanced Parkinson’s Disease (PD) from the perspective of Japanese neurologists.
Attributes and levels were elicited based on literature and interviews with certified neurologists experienced with DATs. An online survey including a discrete choice experiment (DCE) was developed, pilot tested, and distributed through an online panel to neurologists treating advanced PD patients. Participants were asked to choose treatments among several choice sets of two hypothetical DATs described only by the attributes, or no DAT (continuing oral treatment). A conditional logit model using the Bayesian framework was developed to estimate the marginal utilities of attributes’ levels, and the relative utility of treatments available to Japanese advanced PD patients or being developed in Japan was assessed.
The DCE survey completed by 308 neurologists showed that the attributes with the greatest influence on DAT selection were surgery requirement (relative importance of 28%), average increase in the duration of daily “on” time without dyskinesia which affects daily activities (15%), average change in cognitive function related to treatment introduction (15%), device management frequency (14%), average number of pills of oral PD medication after treatment introduction (13%), average influence of treatment on symptoms of depression (12%), and type of device (large/small) (3%). All attributes significantly influenced respondents’ choices, except for external device type. Experience with DATs did not influence the directions of preferences. Out of treatment profiles representing DATs, continuous subcutaneous infusion of levodopa-carbidopa had a higher preference score than levodopa-carbidopa intestinal gel infusion and deep brain stimulation.
Our findings suggest that Japanese neurologists would prefer a DAT without surgery requirement. Other factors related to efficacy, safety, and administration mode have a significant, but a smaller influence on prescription choices.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.21310580.v1(source: https://tandf.figshare.com/articles/dataset/Neurologists_preferences_for_device-aided_therapy_for_advanced_Parkinson_s_disease_in_Japan/21310580)。
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