Article Gold Open Access 2022

Remote vocational learning opportunities—A comparative eye-tracking investigation of educational 2D videos versus 360° videos for car mechanics

British Journal of Educational Technology
Journal · Vol. 53 · Issue 2 · pp. 248-268
Abstract

This study utilises a novel approach to investigate the effectiveness of different learning modalities by combining video-based learning with eye-tracking. An excerpt taken from a vocational education instruction for car mechanics was videotaped using two different cameras: a standard 2D video camera and a professional 360° camera. The video recorded with the 2D camera was presented on a tablet, with a fixed angle, whereas the video recorded with the 360° camera was presented as non-interactive 3DoF virtual reality (nVR) environment using a head-mounted display. In both conditions, participants’ fixation patterns were recorded and analysed in conjunction with a set of standardised questionnaires. Participants (N = 48) were randomly assigned to either the 2D-video group or the nVR group, with 23 participants in the 2D-video and 25 participants in the nVR group. The task of the participants in both groups was to watch the educational video while wearing an eye-tracker and then complete a standardised test on the presented content. The eye-tracking data indicated that participants in the nVR group showed longer total fixation durations on the instructor, but not other areas of interest, compared to the 2D video group. The standardised test indicated no differences in learning outcome between the groups. Implications from the current study as well as limitations and a outlook for further research will be discussed. Practitioner notes What is already known about this topic Virtual reality (VR) technology is getting more commonplace in educational settings. It is unclear whether VR-based learning holds clear benefits over more traditional approaches such as hands-on-training or video-based learning. What this paper adds This paper adds a comparison of two common video-based teaching techniques and compares them in respect to learning outcome and learner's attention. The novelty of the current paper is the addition of eye-tracking in both tablet-based and HMD-based learning scenarios to investigate learners' visual attention. Describes potential attention benefits of 360° videos compared to 2D videos despite no differences in learning outcome directly. Implications for practice and/or policy Results highlight the potential of placing more focus on social factors in 360° video material. Future 360° videos and VR environments can add additional focus on instructors or other socially relevant aspects to foster student learning and engagement. © 2021 The Authors. British Journal of Educational Technology published by John Wiley & Sons Ltd on behalf of British Educational Research Association

Keywords

Author Keywords

Vocational education Virtual reality Video-based learning eye-tracking

Index Keywords

Vocational education Behavioral research Virtual reality Learning opportunity Video Recording Educational settings Learning scenarios Surveys Helmet mounted displays Video cameras Head mounted displays Learning modalities Teaching techniques Traditional approaches Eye tracking
Author Affiliations
Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Kaiserslautern, Rheinland-Pfalz, Germany
August-Wilhelm Scheer Institut, Saarbrucken, Germany
Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Kaiserslautern, Rheinland-Pfalz, Germany, Facultad de Lenguas y Educación, Universidad Antonio de Nebrija, Hoyo de Manzanares, Madrid, Spain
Funding & Acknowledgements
Bundesministerium für Bildung und Forschung, BMBF
Grant: 01PE17003
Funding text 1: This research was conducted as part of the ‘InKraFT’ project funded by the German Federal Ministry for Education and Research (BMBF, funding number 01PE17003); Funding text 2: This research was conducted as part of the ‘InKraFT’ project funded by the German Federal Ministry for Education and Research (BMBF, funding number 01PE17003) We want to express our gratitude to Mr. Udo Petruschkat and the Berufsbildungszentrum Märkischer Kreis (bbz), a vocational education institute in Iserlohn, Germany, for their assistance in producing of the instructional videos, willingness to share their facilities as well as providing this study with exam questions. Furthermore, we want to thank Mrs. Julia Herzhauser and Mr. Felix Assel who assisted in data collection as part of their Bachelor thesis.
Bundesministerium für Bildung und Forschung, BMBF
Funding text 1: This research was conducted as part of the ‘InKraFT’ project funded by the German Federal Ministry for Education and Research (BMBF, funding number 01PE17003); Funding text 2: This research was conducted as part of the ‘InKraFT’ project funded by the German Federal Ministry for Education and Research (BMBF, funding number 01PE17003) We want to express our gratitude to Mr. Udo Petruschkat and the Berufsbildungszentrum Märkischer Kreis (bbz), a vocational education institute in Iserlohn, Germany, for their assistance in producing of the instructional videos, willingness to share their facilities as well as providing this study with exam questions. Furthermore, we want to thank Mrs. Julia Herzhauser and Mr. Felix Assel who assisted in data collection as part of their Bachelor thesis.
References 10 References
1 Albus, Patrick, Signaling in virtual reality influences learning outcome and cognitive load, Computers and Education, 166, (2021)
2 Armougum, Allan, Virtual reality: A new method to investigate cognitive load during navigation, Journal of Environmental Psychology, 65, (2019)
3 Bildung in Deutschland 2018 Ein Indikatorengestutzter Bericht Mit Einer Analyse Zu Wirkungen Und Ertragen Von Bildung, (2018)
4 Bacca, Jorge, Mobile Augmented Reality in Vocational Education and Training, Procedia Computer Science, 75, pp. 49-58, (2015)
5 Berufsbildung Im Umbruch Signale Eines Uberfalligen Aufbruchs, (2007)
6 Proc Icsc15 the Canadian Society for Civil Engineering 5th Int 11th Construction Specialty Conf, (2015)
7 Birmingham, Elina, Gaze selection in complex social scenes, Visual Cognition, 16, 2-3, pp. 341-355, (2008)
8 Chen, Yufeng, Effects of the application of computer multimedia teaching to automobile vocational education on students' learning satisfaction and learning outcome, Eurasia Journal of Mathematics, Science and Technology Education, 14, 7, pp. 3293-3300, (2018)
9 Cheng, Yufang, Using virtual reality environment to improve joint attention associated with pervasive developmental disorder, Research in Developmental Disabilities, 33, 6, pp. 2141-2152, (2012)
10 Dyer, Elizabeth J., Using virtual reality in medical education to teach empathy, Journal of the Medical Library Association, 106, 4, pp. 498-500, (2018)
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