通过集群方法了解患者对电子健康记录中数字价值共同创造的看法
Ilma Nurul Rachmania1, Gatot Yudoko2, Mursyid Hasan Basri3
1School of Business and Management, Bandung Institute of Technology, Bandung, 40116, Indonesia. ilma.nurul@sbm-itb.ac.id.
Scientific reports
|March 2, 2025
概括
了解患者对移动电子健康记录 (EHR) 的看法是关键. 三个患者集群出现,突出了定制移动电子病历设计的需要,以促进价值共同创造和提高参与度.
科学领域:
- 医疗信息学 医疗信息学
- 人与计算机的交互
- 患者参与 患者参与
背景情况:
- 以患者为中心的护理需要了解用户的看法.
- 移动电子健康记录 (EHR) 提供了价值共同创造的潜力.
- 了解不同的用户特征对于系统采用至关重要.
研究的目的:
- 调查用户的特点和对移动EHR系统中价值共同创造的看法.
- 根据技术熟悉度和价值感知来识别不同的患者群.
- 为移动EHR系统的设计提供信息,以提高患者参与度.
主要方法:
- 一项问卷调查收集了422名患者的数据.
- 在R-Studio中使用K-modes集群算法进行用户细分.
- 用描述性统计数据来分析和解释已识别的集群.
主要成果:
- 确定了三个不同的患者群体:高熟悉度-积极感知,低熟悉度-积极感知和高熟悉度-中立到负面感知.
- 集群在社会经济因素,医疗访问历史,使用意图和技术熟悉度方面存在差异.
- 用户的特点显著影响了人们对移动电子数据表中的价值共同创造的看法.
结论:
- 患者期望与移动电子健康记录系统交互之间的调整对于价值共同创造至关重要.
- 错误对齐可能导致价值的破坏,强调需要以用户为中心的设计.
- 设计能够满足不同用户特征的移动电子健康记录系统对于促进参与和共同创造价值至关重要.
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