穿戴式神经反接受模型用于学生在学术环境中的压力和焦虑管理
Sofia B Dias1, Herbert F Jelinek2, Leontios J Hadjileontiadis3,4
1Interdisciplinary Centre for the Study of Human Performance (CIPER), Faculdade de Motricidade Humana, Universidade de Lisboa, Lisbon, Portugal.
PloS one
|October 24, 2024
概括
学生表现出对mSense可穿戴框架的接受,这是一种使用实时神经反来管理压力和焦虑的新工具. 这项技术为教育环境中的心理健康支持提供了一种有前途的方法.
科学领域:
- 生物医学工程 生物医学工程
- 人与计算机的交互
- 心理健康技术 心理健康技术
背景情况:
- COVID-19 疫情加剧了心理健康问题,特别是在学生中.
- 非侵入性可穿戴生物反和神经反设备正在成为应激和焦虑管理的潜在解决方案.
- 技术的接受对于采用新型健康监测工具至关重要.
研究的目的:
- 调查mSense多式联网可穿戴传感器框架的技术接受程度.
- 为了评估用户使用mSense的意图,在学生的压力和焦虑管理中进行非侵入性,实时的神经反.
- 应用技术接受模型 (TAM) 和共同创作方法来了解用户的感知.
主要方法:
- 对106名参与者 (学生,卫生研究人员,医疗专业人员,软件开发人员) 进行了在线调查.
- 技术接受模型 (TAM) 结构使用部分最小方形结构方程建模 (PLS-SEM) 进行了统计验证.
- 对开放式调查答案的定性分析提供了额外的见解.
主要成果:
- 该mSense框架显示了参与者对基于神经反的压力和焦虑管理的接受.
- 感知到的实用性和易用性对使用该技术的态度和意图产生了积极的影响.
- 在教育背景下,多式联络可穿戴设备的用户接受得到证实.
结论:
- mSense框架被接受用于通过神经反来管理学生的压力和焦虑.
- 结果为技术接受研究和可穿戴传感器在临床和教育环境中的实际应用提供了理论贡献.
- 这项技术有可能支持学生的身体和精神健康.
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