Abstract
Technological advances are increasingly leading us towards a world where vehicles will be able to empathically recognize and respond to the emotional states of their occupants. However, emotion classification algorithms should take account of the dynamic and context-dependent nature of emotional phenomena. The current study sought to examine ordering effects on the evolution of stress at the physiological level. Baseline skin conductivity, blood pressure and heart rate data were recorded for 25 participants, who then completed two tasks in counterbalanced order-a simulated driving task designed to elicit a mild-moderate state of distress, and a comparatively less stressful video-viewing task. Generalized additive models revealed a significant ordering effect, showing that participants who completed the driving task first retained a higher level of physiological arousal during the subsequent relaxation task. Similarly, those who completed the relaxation task first showed a heightened stress response during the simulated drive. These results provide important insights into the temporal evolution of stress at the physiological level in response to contextual factors. This information is likely to be of key interest to those developing models for the automatic detection of stress as it occurs in chanaeable, real-world driving contexts.
Original language | English |
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Title of host publication | 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII 2019): Proceedings |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
ISBN (Electronic) | 9781728138886 |
DOIs | |
Publication status | Published - 09 Dec 2019 |
Event | 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019 - Cambridge, United Kingdom Duration: 03 Sept 2019 → 06 Sept 2019 |
Publication series
Name | International Conference on Affective Computing and Intelligent Interaction (ACII): Proceedings |
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Publisher | IEEE |
ISSN (Print) | 2156-8103 |
ISSN (Electronic) | 2156-8111 |
Conference
Conference | 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019 |
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Country/Territory | United Kingdom |
City | Cambridge |
Period | 03/09/2019 → 06/09/2019 |
Keywords
- Affective computing
- Driving simulation
- Empathic vehicles
- Galvanic skin response
- Heart rate
- Physiological sensing
- Stress detection
- Wearables
ASJC Scopus subject areas
- Computer Networks and Communications
- Human-Computer Interaction
- Behavioral Neuroscience
- Social Psychology
Fingerprint
Dive into the research topics of 'Context matters: Protocol ordering effects on physiological arousal and experienced stress during a simulated driving task'. Together they form a unique fingerprint.Student theses
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The form and function of empathy
Spencer, C. (Author), McKeown, G. (Supervisor) & Feeney, A. (Supervisor), Dec 2020Student thesis: Doctoral Thesis › Doctor of Philosophy
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