脑卒中后痉挛状态患者旅程和未满足需求的社交媒体倾听研究
基于社交媒体倾听的脑卒中后痉挛状态患者帖子数据集,用于分析患者旅程、未满足需求及生活质量影响。

基本信息
资源简介
脑卒中后痉挛状态患者旅程和未满足需求的社交媒体倾听研究
【一句话概览】
本数据集是 figshare 公开的文本数据集,收录 2 个文件、合计 283.80 KB,主题涵盖 Stroke、spasticity、management pathways、treatment options、patient and caregiver perspectives,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Social media listening study to understand the journey and unmet needs of patients living with post-stroke spasticity》。配套论文《Social media listening study to understand the journey and unmet needs of patients living with post-stroke spasticity》发表于 Disability and Rehabilitation(2025),DOI:10.1080/09638288.2025.2486469。项目资助方:This research was funded by Merz Therapeutics GmbH.。源站首次发布:2025-04-09。
【数据内容】
源站原始描述:Stroke survivors may develop spasticity (post-stroke spasticity [PSS]) that can challenge activity and participation. Recognising the needs and expectations of people with PSS is crucial for enhancing care. This study is the first to employ social media listening to explore the experiences, unmet needs, and quality of life (QoL) of people with PSS. A subset of 417 patient-centric PSS-related posts published on major social media platforms was identified for analysis from 31 600 retrieved. Posts…
【数据结构与技术规格】
文件数 2 个,合计 283.80 KB。idre_a_2486469_sm6372.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,68.45 KB。idre_a_2486469_sm6371.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,215.34 KB。数据集 DOI:10.6084/m9.figshare.28760705.v1。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Cancer、Science Policy。主题标签:Stroke、spasticity、management pathways、treatment options、patient and caregiver perspectives、burden of disease、quality of life、social media listening。
【适用方向】
文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。
【获取与许可】
源站页面:https://tandf.figshare.com/articles/dataset/Social_media_listening_study_to_understand_the_journey_and_unmet_needs_of_patients_living_with_post-stroke_spasticity/28760705
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Social media listening study to understand the journey and unmet needs of patients living with post-stroke spasticity. Taylor & Francis. Carda, Stefano; Wissel, Jörg; Hoad, Damon; Francisco, Gerard E.; Verduzco-Gutierrez, Monica; Gallardo, Daniela; et al
【使用注意】
· 源站最后修改于 2026-01-21,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:Social media listening study to understand the journey and unmet needs of patients living with post-stroke spasticity
- DOI:10.6084/m9.figshare.28760705.v1
- 发布日期:2025-04-09
- 文件数:2 个
- 文件总体积:283.80 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/Social_media_listening_study_to_understand_the_journey_and_unmet_needs_of_patients_living_with_post-stroke_spasticity/28760705
命令行下载
curl -L -o "idre_a_2486469_sm6372.docx" "https://ndownloader.figshare.com/files/53534024"
curl -L -o "idre_a_2486469_sm6371.xlsx" "https://ndownloader.figshare.com/files/53534027"
文件清单
idre_a_2486469_sm6372.docx(68.45 KB)idre_a_2486469_sm6371.xlsx(215.34 KB)
文件总体积 283.80 KB(源站 API 实测)。
数据说明
Stroke survivors may develop spasticity (post-stroke spasticity [PSS]) that can challenge activity and participation. Recognising the needs and expectations of people with PSS is crucial for enhancing care. This study is the first to employ social media listening to explore the experiences, unmet needs, and quality of life (QoL) of people with PSS.
A subset of 417 patient-centric PSS-related posts published on major social media platforms was identified for analysis from 31 600 retrieved.
Posts mainly discussed patient journey (centred around treatment options and management techniques), the impact of PSS on QoL, and patient interactions with healthcare practitioners (HCPs). Widely used treatment options had associated negative sentiments due to perceived inefficacy and lack of long-term effectiveness (botulinum neurotoxin) or side effects (oral anti-spasticity medications). Perceptions of treatment options and expected treatment outcomes influenced satisfaction with treatment and HCP interactions. Poor perceived treatment efficacy generally resulted in dissatisfaction with HCP interactions and seeking peer opinions online. Identified unmet needs focused on need for satisfactory treatment options, well-informed HCPs, and better patient education.
The study highlights the need for improved education for patients, caregivers, and HCPs regarding PSS and better communication between patients and HCPs to manage treatment expectations.
Social media listening can be used to uncover insights from patients with post-stroke spasticity, including their experiences, their unmet needs, and the impact of the disease on their quality of life.
Effective screening tools to identify patients who are at risk of developing a disabling spasticity are essential, as is good communication and interactions between patients and healthcare practitioners (HCPs) specialising in spasticity management, to ensure timely diagnosis and initiation of early treatment.
Good communication and interactions between patients and HCPs specialising in spasticity management will also improve patient satisfaction and confidence.
It is important that healthcare professionals manage patients’ expectatio
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.28760705.v1(source: https://tandf.figshare.com/articles/dataset/Social_media_listening_study_to_understand_the_journey_and_unmet_needs_of_patients_living_with_post-stroke_spasticity/28760705)。
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