Effects of augmented reality glasses on the cognitive load of assembly operators in the automotive industry
- 21 March 2021
- journal article
- research article
- Published by Taylor & Francis in International Journal of Computer Integrated Manufacturing
- Vol. 34 (5) , 487-499
Abstract
Recently, new digital technologies are frequently used in the industry within the scope of Industry 4.0. Augmented reality (AR) is one of these emerging technologies; it assists users with the help of virtual images on the real display of the work environment. Although AR benefits employees in terms of productivity and quality, it is not precisely known if it has a cognitive effect on the employees. In this study, the effect of AR glasses on the cognitive loads of the employees was investigated. The experiments were carried out on the assembly line of an automobile company. Electroencephalography (EEG) and NASA Task Load Index (NASA-TLX) were used to measure cognitive load. The current and AR-based work procedures were examined comparatively. Also, the difference between the cognitive load on the first and last days of experiments was compared to determine the adaptation status of the employees. The average of the area under the EEG graph as a measure of cognitive load, were 18.96 and 5.24 μV*ms in employees working with and without AR glasses, respectively. NASA-TLX scores of the employees decreased by 10% when they work with AR glasses. So, there was a less cognitive load on employees in the case of using AR glasses. And there was no significant difference between the first and last days of device usage. Hence, AR glasses did not constitute an extra cognitive load from the first day of usage.Keywords
Funding Information
- Türkiye Bilimsel ve Teknolojik Araştırma Kurumu (217M505)
This publication has 38 references indexed in Scilit:
- Using Electroencephalography to Measure Cognitive LoadEducational Psychology Review, 2010
- Augmented reality applications in manufacturing: a surveyInternational Journal of Production Research, 2008
- The Functional Significance of Theta and Upper Alpha OscillationsExperimental Psychology, 2005
- Cognitive Load Theory and Instructional Design: Recent DevelopmentsEducational Psychologist, 2003
- Recent advances in augmented realityIEEE Computer Graphics and Applications, 2001
- EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysisBrain Research Reviews, 1999
- Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach.Journal of Educational Psychology, 1992
- Cognitive load during problem solving: Effects on learningCognitive Science, 1988
- A RATING SCALE FOR DEPRESSIONJournal of Neurology, Neurosurgery & Psychiatry, 1960
- THE ASSESSMENT OF ANXIETY STATES BY RATINGPsychology and Psychotherapy: Theory, Research and Practice, 1959