探索生理压力信号与学生考试成绩的相关性:一项初步研究
Ayşegül K Kasap1,2, Burçin Kurt3
1Department of Therapy and Rehabilitation, Vocational School of Health Services, Gümüşhane University, Gümüşhane, Turkey.
Applied psychophysiology and biofeedback
|January 17, 2025
概括
物理压力信号,如电皮活动和心率与学业成绩相关. 较低的皮肤温度和较高的皮肤活动预测考试成绩较差,突出显示了压力对学生的影响.
科学领域:
- 心理生理学 心理生理学
- 教育心理学教育心理学
- 数据科学数据科学数据科学
背景情况:
- 现实世界的压力反应及其对认知表现的影响还未得到充分研究.
- 了解生理压力与学业成绩之间的联系对于学生支持至关重要.
研究的目的:
- 调查生理压力指标与学生学业表现之间的关系.
- 分析不同考试期间的压力模式及其与成绩的相关性.
主要方法:
- 利用了10名学生的开放访问数据集,跨越了三个考试课程.
- 测量电皮活动 (EDA),心率 (HR) 和皮肤温度 (TEMP).
- 采用假设测试,引导验证,相关性和回归树建模.
主要成果:
- 检查期间在生理测量方面没有发现显著差异.
- 在期末考试和中期考试之间,成绩有很大的差异.
- 在EDA和HR之间存在中等的负相关性;在EDA和TEMP之间存在弱的正相关性,在最终考试期间加剧.
- 回归分析解释了78%的等级差异;较低的TEMP和较高的EDA预测了较差的表现.
结论:
- 生理应激反应与学业成绩有关.
- 考试期间存在压力反应的时间变化.
- 确定了与较低的学业成绩相关的特定生理标记 (低TEMP,高EDA),这表明了潜在的干预目标.
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