从社交媒体中揭示患者报告的医疗保健经验,使用设计-获取-流程-模型-分析-可视化框架
Curtis Murray1, Lewis Mitchell1, Jonathan Tuke1
1School of Mathematical Sciences, The University of Adelaide, Adelaide, SA, Australia.
这项研究引入了一个框架来分析在社交媒体上分享的患者体验,提供了超越传统调查的宝贵见解. 该方法捕捉了患者的担忧和情感旅程,增强了对医疗保健的理解.
科学领域:
- 医疗保健信息学 医疗保健信息学
- 社交媒体分析 社交媒体分析
- 患者报告的结果
背景情况:
- 以患者为中心的护理需要了解患者的经历.
- 社交媒体提供了大量的,未充分利用的患者报告经验来源.
- 分析社交媒体数据需要专门的文本分析技能.
研究的目的:
- 引入一个从社交媒体数据中捕捉和分析患者体验的框架.
- 在前列腺癌患者的案例研究中证明该框架的实用性.
- 突出社交媒体数据在医疗保健研究中的潜力.
主要方法:
- 设计-获取-过程-模型-分析-可视化 (DAPMAV) 框架的开发.
- DAPMAV应用于来自Reddit的前列腺癌患者数据 (/r/前列腺癌).
- 对话的分析,患者的担忧 (例如,性功能障碍) 和叙事进展.
主要成果:
- DAPMAV框架有效地捕捉到特定患者的担忧和情感叙述.
- 前列腺癌患者的言论揭示了传统数据收集之外的详细经验.
- 这项研究表明,框架能够追踪叙事和情感进展.
结论:
- DAPMAV框架为分析患者体验的社交媒体提供了一个强大的方法.
- 这种方法可以广泛应用于各种医疗保健领域和患者群体.
- 利用社交媒体数据可以更好地了解患者的旅程和担忧.
更多相关视频
13:44Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
00:08A Cross-Disciplinary and Multi-Modal Experimental Design for Studying Near-Real-Time Authentic Examination Experiences
Published on: September 4, 2019
相关概念视频
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Patient-centered Care
Role of Communication in the Nursing Process I: Assessment and Diagnosis
The nursing process considers the patient's emotional and physical well-being. The process can be repeated or stopped at any point if judged essential. Assessment is the first step in the nursing...
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Concepts of Health and Illness
Current Trends in Nursing II
