Exploring mental effort and nausea via electrodermal activity within scenario-based tasks

Thumbnail Image
Date
2014-01-01
Authors
Meusel, Chase
Major Professor
Advisor
Stephen Gilbert
Committee Member
Journal Title
Journal ISSN
Volume Title
Publisher
Altmetrics
Authors
Research Projects
Organizational Units
Organizational Unit
Industrial and Manufacturing Systems Engineering
The Department of Industrial and Manufacturing Systems Engineering teaches the design, analysis, and improvement of the systems and processes in manufacturing, consulting, and service industries by application of the principles of engineering. The Department of General Engineering was formed in 1929. In 1956 its name changed to Department of Industrial Engineering. In 1989 its name changed to the Department of Industrial and Manufacturing Systems Engineering.
Journal Issue
Is Version Of
Versions
Series
Department
Industrial and Manufacturing Systems Engineering
Abstract

Conducting research within virtual environments poses unique challenges when trying to measure mental effort and visually induced motion sickness. Determining how much mental effort an individual is exerting at any given point has historically been reserved for a human factors expert review and self-report such as NASA-TLX. When using an objective measure of mental effort via electrodermal activity (EDA), the subjective piece of this measure no longer carries the entire burden of proof. This research explores whether electrodermal activity (EDA) can be used as a successful indicator of mental effort for a single user in a controlled environment while performing scenario-based tasks. Additionally, EDA will be explored as a potential predictive measure of visually induced motion sickness within virtual environments.

Two studies were conducted to contribute to this research. The first study observed 28 participants in a combine vehicle simulator and showed there is a decrease in EDA levels over time as familiarity with the system increases. The second study included 57 participants who navigated a visually disruptive virtual maze using a 3D head-mounted display. This study demonstrated a positive correlation between EDA and reported sickness in the first half of the study and a positive correlation between EDA and mental effort in the second half of the study. This research supports that EDA can be used as a measure of mental effort and visually induced motion sickness for a single user performing scenario-based tasks.

Comments
Description
Keywords
Citation
Source
Copyright
Wed Jan 01 00:00:00 UTC 2014