Attention Detection System Based on the Variability of Heart Rate

Ubaldo Enrique Rodríguez-de Ávila, Isaac Campos Braga, Fabíola Rodrigues de França Campos, Adriano Chiombacanga Nafital
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引用次数: 2

Abstract

Attention is a cognitive and psychobiological variable that lacks objective measures in natural contexts of formal learning. However, it can be objectively measured from the heart autonomic activity. In the present study, the validity and reliability of a system for recording heart rate variability are demonstrated. Twelve prototypes were created and paired with standard electrocardiogram. Long segments with cardiac pulse recordings were used within ten minutes. A highly significant correlation index (p < 0.01) and a significantly high Cronbach’s alpha were obtained. In the variance analysis, all data analyzed presented a value of p < 0.05. It is concluded that there is no significant variation between paired systems; therefore, the attention detection system based on heart rate variability is valid and reliable.
基于心率变异性的注意力检测系统
注意是一种认知和心理生物学变量,在正式学习的自然环境中缺乏客观的测量。然而,它可以客观地从心脏的自主活动来测量。在本研究中,证明了记录心率变异性系统的有效性和可靠性。制作了12个原型,并与标准心电图配对。在10分钟内使用长段心脏脉搏记录。相关指数极显著(p < 0.01), Cronbach’s alpha值显著升高。在方差分析中,所有分析数据的值均为p < 0.05。结果表明:配对系统间无显著差异;因此,基于心率变异性的注意力检测系统是有效可靠的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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