Context matters: Protocol ordering effects on physiological arousal and experienced stress during a simulated driving task

Christine Spencer, Daniel Moore, Gary McKeown, Lucy Rutherford, Gawain Morrison

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

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 languageEnglish
Title of host publication2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII 2019): Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728138886
DOIs
Publication statusPublished - 09 Dec 2019
Event8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019 - Cambridge, United Kingdom
Duration: 03 Sept 201906 Sept 2019

Publication series

NameInternational Conference on Affective Computing and Intelligent Interaction (ACII): Proceedings
PublisherIEEE
ISSN (Print)2156-8103
ISSN (Electronic)2156-8111

Conference

Conference8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019
Country/TerritoryUnited Kingdom
CityCambridge
Period03/09/201906/09/2019

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

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