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
  • [41] CHANGES IN THE BAROREFLEX DURING PREGNANCY IN CONSCIOUS DOGS - HEART-RATE AND HORMONAL RESPONSES
    BROOKS, VL
    KEIL, LC
    [J]. ENDOCRINOLOGY, 1994, 135 (05) : 1894 - 1901
  • [42] HEART-RATE RESPONSES (HRR) TO LATERALIZED VISUAL-STIMULI
    HUGDAHL, K
    FRANZON, M
    ANDERSSON, B
    WALLDEBO, G
    [J]. PAVLOVIAN JOURNAL OF BIOLOGICAL SCIENCE, 1983, 18 (04): : 186 - 198
  • [43] HUMAN VISUAL EVOKED-RESPONSES ARE RELATED TO HEART-RATE
    WALKER, BB
    SANDMAN, CA
    [J]. JOURNAL OF COMPARATIVE AND PHYSIOLOGICAL PSYCHOLOGY, 1979, 93 (04): : 717 - 729
  • [44] CROSS-CORRELATION OF VOICE AND HEART-RATE AS STRESS MEASURES
    HAYRE, HS
    HOLLAND, JC
    [J]. APPLIED ACOUSTICS, 1980, 13 (01) : 57 - 62
  • [45] ELECTRODERMAL ORIENTING RESPONSES TO VERBAL AND GEOMETRICAL VISUAL-STIMULI PROJECTED TO THE LEFT OR RIGHT RETINAL HALF-FIELDS - SEX-DIFFERENCES
    HUGDAHL, K
    FRANZON, M
    FRISTORPWASTEBY, E
    [J]. ACTA PSYCHOLOGICA, 1983, 53 (02) : 141 - 154
  • [46] STRUCTURAL MODELS OF INFANT HEART-RATE AND RESPIRATION AND THEIR RELATIONSHIP TO VISUAL AND HEART-RATE RESPONSES DURING ATTENTION
    RICHARDS, JE
    TURNER, ML
    [J]. PSYCHOPHYSIOLOGY, 1984, 21 (05) : 595 - 595
  • [47] Eating Moment Recognition using Heart Rate Responses
    Hotta, Shinji
    Maeda, Kazuho
    Mori, Tatsuya
    Yaginuma, Yoshinori
    Uchida, Daisuke
    Inomata, Akihiro
    [J]. PROCEEDINGS OF THE 2017 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2017 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS (UBICOMP/ISWC '17 ADJUNCT), 2017, : 69 - 72
  • [48] Transcriptional profiling reveals novel interactions between wounding, pathogen, abiotic stress, and hormonal responses in Arabidopsis
    Cheong, YH
    Chang, HS
    Gupta, R
    Wang, X
    Zhu, T
    Luan, S
    [J]. PLANT PHYSIOLOGY, 2002, 129 (02) : 661 - 677
  • [49] AUTOMATIC COMPUTATION OF EVOKED HEART-RATE AND PULSE-VOLUME RESPONSES TO VERBAL STIMULI
    BERKHOUT, J
    WALTER, DO
    ADEY, WR
    [J]. BEHAVIORAL SCIENCE, 1969, 14 (05): : 393 - &
  • [50] Natural killer cell and proinflammatory cytokine responses to mental stress: associations with heart rate and heart rate variability
    Owen, N
    Steptoe, A
    [J]. BIOLOGICAL PSYCHOLOGY, 2003, 63 (02) : 101 - 115