Profiling Visual and Verbal Stress Responses Using Electrodermal Heart Rate and Hormonal Measures

被引:0
|
作者
Bouarfa, Loubna [1 ]
Bembnowicz, Pawel [1 ]
Crewther, Blair [1 ]
Jarchi, Delaram [1 ]
Yang, Guang-Zhong [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Hamlyn Ctr, Dept Comp, London, England
关键词
stress; EDA; HRV; classification; hormones;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Assessing psychological stress is essential for monitoring general health and wellbeing. One key element is the detection of the stimulus, i.e., stressor that evokes a stress response. Visual and verbal stimuli are elementary arousal elements of daily stress responses. The study aim was to discriminate the stress responses from watching videos and speaking using electrodermal activity (EDA) and heart rate variability (HRV) measures. A cohort of 12 subjects completed a laboratory experiment comprising of 4 psychological tasks (watching a relaxing video and a violent video, speaking by counting and speaking on an unknown topic). In total, 17 physiological features were calculated from the EDA and HRV signals. Four classifiers were investigated regarding their ability to discriminate between verbal and visual stimulated stress responses with a maximum accuracy of 92% achieved. This demonstrates that the measured signals have potential for tracking and differentiating the stress responses of watching videos or speaking in real-time by using wearable EDA and HRV devices.
引用
收藏
页数:7
相关论文
共 50 条
  • [31] Heart rate-based window segmentation improves accuracy of classifying posttraumatic stress disorder using heart rate variability measures
    Reinertsen, Erik
    Nemati, Shamim
    Vest, Adriana N.
    Vaccarino, Viola
    Lampert, Rachel
    Shah, Amit J.
    Clifford, Gari D.
    PHYSIOLOGICAL MEASUREMENT, 2017, 38 (06) : 1061 - 1076
  • [32] Comparison of Heart Rate Variability Measures for Mental Stress Detection
    Boonnithi, Sansanee
    Phongsuphap, Sukanya
    2011 COMPUTING IN CARDIOLOGY, 2011, 38 : 85 - 88
  • [33] Heart rate, electrodermal responses and frontal alpha asymmetry to accepted and non-accepted solutions and drinks
    Lagast, S.
    De Steur, H.
    Gadeyne, S.
    Hodl, S.
    Staljanssens, W.
    Vonck, K.
    Boon, P.
    Gellynck, X.
    De Herdt, V
    FOOD QUALITY AND PREFERENCE, 2020, 82
  • [34] The effects of acute yoga practice on heart rate and heart rate variability responses to mental stress
    Chu, I-Hua
    Lin, Yuh-Jen
    Wu, Wen-Lan
    Yu, Tzu-Cheng
    Lin, I-Mei
    Chang, Yu-Kai
    INTERNATIONAL JOURNAL OF SPORT AND EXERCISE PSYCHOLOGY, 2023, 21 (04) : 660 - 672
  • [35] Anger responses to psychosocial stress predict heart rate and cortisol stress responses in men but not women
    Lupis, Sarah B.
    Lerman, Michelle
    Wolf, Jutta M.
    PSYCHONEUROENDOCRINOLOGY, 2014, 49 : 84 - 95
  • [37] Greater Heart Rate Responses to Acute Stress is Correlated with Worse Performance of Visual Search in Special Police Cadets
    Sun, Xiaofang
    Yuan, Yi
    Yao, Zhuxi
    Zhang, Kan
    Wu, Jianhui
    ENGINEERING PSYCHOLOGY AND COGNITIVE ERGONOMICS: PERFORMANCE, EMOTION AND SITUATION AWARENESS, EPCE 2017, PT I, 2017, 10275 : 200 - 208
  • [38] Operator Fatigue Estimation Using Heart Rate Measures
    Heinze, C.
    Trutschel, U.
    Schnupp, T.
    Sommer, D.
    Schenka, A.
    Krajewski, J.
    Golz, M.
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, VOL 25, PT 4: IMAGE PROCESSING, BIOSIGNAL PROCESSING, MODELLING AND SIMULATION, BIOMECHANICS, 2010, 25 : 930 - 933
  • [39] Quantifying acute stress with heart rate variability (HRV) and electrodermal activity (EDA) in real world conditions
    Pakarinen, Satu A.
    Korpela, Jussi
    Torniainen, Jari
    INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2016, 108 : 73 - 74
  • [40] Effect of Heat Stress on Measures of Running Performance and Heart Rate Responses During a Competitive Season in Male Soccer Players
    Coker, Nicholas A.
    Wells, Adam J.
    Gepner, Yftach
    JOURNAL OF STRENGTH AND CONDITIONING RESEARCH, 2020, 34 (04) : 1141 - 1149