为量身定制的体育活动教练生成结构化的激励信息的可行性
Ramya P Ghantasala1, Nele Albers1, Kristell M Penfornis2,3
1Department of Intelligent Systems, Delft University of Technology, Delft, Netherlands.
Frontiers in digital health
|September 29, 2023
概括
量身定制的激励信息显著提高了在电子健康中的身体活动的动机. 使用基于人格的定制的理论驱动的方法被证明是有效的,导致更多的激励信息.
科学领域:
- 健康心理学 心理健康心理学
- 行为科学 行为科学
- 数字健康数字健康
背景情况:
- 定制的激励信息是旨在增加身体活动的电子健康干预措施的关键.
- 这些信息的有效提前生成仍然是一个挑战.
研究的目的:
- 提出和评估一种以理论为导向的方法,用于为电子健康行为变化生成量身定制的激励信息.
- 评估这些定制信息的感知激励影响.
主要方法:
- 开发了一个基于适应定制的本体论的消息结构.
- 健康心理学和教练专家为不同情绪,自我效能和进步的人员制作了信息.
- 进行了一项实验,其中60名参与者评价了定制与通用消息的激励影响.
主要成果:
- 根据情绪,自我效能和进步量身定制的信息被认为是显著更有动力的.
- 主题分析证实了量身定制的信息的有效性,特别是那些鼓舞人心,富有同情心,提供进度反和突出收益的信息.
结论:
- 提出的以理论为导向的方法是可行的,并且有效地产生激励定制的信息.
- 未来的电子健康干预措施应纳入针对个体心理状态和进展的定制消息策略.
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