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Tactile‐Driven Prompting for VR Learning: Effects of Vibration‐Based EEG Feedback on Students' Attention, Performance and Behaviour Patterns.

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Bibliographic Details
Title: Tactile‐Driven Prompting for VR Learning: Effects of Vibration‐Based EEG Feedback on Students' Attention, Performance and Behaviour Patterns.
Authors: Hui, Zi‐Han (AUTHOR), Guan, Jue‐Qi (AUTHOR), Wang, Jia‐Xin (AUTHOR), Zhu, Jia (AUTHOR), Hwang, Gwo‐Jen (AUTHOR)
Source: Journal of Computer Assisted Learning. Apr2026, Vol. 42 Issue 2, p1-16. 16p.
Subjects: School environment, Research funding, T-test (Statistics), Electroencephalography, Vibration (Mechanics), Educational outcomes, Content analysis, Interviewing, Behavior, Descriptive statistics, Analysis of covariance, Virtual reality, Attention, Academic achievement, Research methodology, Psychology of college students, Comparative studies, Data analysis software, Computer assisted testing (Education)
Geographic Terms: China
Abstract: Background: Sustained attention is essential for effective learning, especially in virtual reality (VR) environments with a high degree of operational freedom. Electroencephalogram (EEG) feedback has proven effective in terms of monitoring and regulating students' attentional states. However, EEG feedback faces implementation challenges in VR environments. Auditory feedback may interfere with voice‐based learning content, while visual feedback can exacerbate the cognitive load in visually rich environments. Objective: The aim was to explore methods that would help students maintain attention in the VR learning environment (including voice learning or voice guidance from virtual characters), thereby enhancing learning effectiveness. Method: This study proposed and integrated a vibration‐based EEG feedback mechanism into a VR learning system. Grounded in the Cognitive Theory of Multimedia Learning, this approach leverages tactile prompts to avoid sensory conflict. A quasi‐experiment involving 64 university students was subsequently conducted in an English for Geography course. Of the participants, 32 were exposed to a VR environment incorporating the vibration‐based EEG feedback, while the other 32 used the same VR environment without the feedback. The data collection included students' attention levels, performance, and learning behaviours. Systematic records and interviews were used to retrace the students' states when the vibration feedback was triggered. Results and Conclusions: Results showed that students in the VR learning system with vibration‐based EEG feedback exhibited higher attention levels, improved vocabulary memory and retention, and more structured behaviour patterns such as review and evaluation, planned learning and refocusing after EEG feedback. This study innovates EEG feedback in VR environments, providing a design reference to promote VR‐based learning. In addition, the results of identified scenarios and subjective reasons for inattention will help in the design of future language VR environments and learning activities. Lay Summary: What is currently known about this topic? ○Scholars highlight that sustained attention is crucial for the learning process and achievement.○Electroencephalogram (EEG) feedback is effective in maintaining students' attention.○Vibrational feedback is an effective haptic modality in virtual reality (VR) environments.What this paper adds ○A vibration‐based EEG feedback mechanism is proposed in VR‐based learning.○A VR learning system that incorporates vibration‐based EEG feedback has been developed.○The vibration‐based EEG feedback shows strong potential to sustain attention, enhance performance, and promote more sturctured behaviour patterns.○The scenarios and subjective reasons for inattention in VR‐based learning are discussed.Implications for practice/or policy ○The vibration‐based EEG feedback developed in this study is recommended for VR‐based learning.○The inattention scenarios and subjective causes identified in this study should inform the design of VR learning systems. [ABSTRACT FROM AUTHOR]
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Database: Psychology and Behavioral Sciences Collection
Description
Abstract:Background: Sustained attention is essential for effective learning, especially in virtual reality (VR) environments with a high degree of operational freedom. Electroencephalogram (EEG) feedback has proven effective in terms of monitoring and regulating students' attentional states. However, EEG feedback faces implementation challenges in VR environments. Auditory feedback may interfere with voice‐based learning content, while visual feedback can exacerbate the cognitive load in visually rich environments. Objective: The aim was to explore methods that would help students maintain attention in the VR learning environment (including voice learning or voice guidance from virtual characters), thereby enhancing learning effectiveness. Method: This study proposed and integrated a vibration‐based EEG feedback mechanism into a VR learning system. Grounded in the Cognitive Theory of Multimedia Learning, this approach leverages tactile prompts to avoid sensory conflict. A quasi‐experiment involving 64 university students was subsequently conducted in an English for Geography course. Of the participants, 32 were exposed to a VR environment incorporating the vibration‐based EEG feedback, while the other 32 used the same VR environment without the feedback. The data collection included students' attention levels, performance, and learning behaviours. Systematic records and interviews were used to retrace the students' states when the vibration feedback was triggered. Results and Conclusions: Results showed that students in the VR learning system with vibration‐based EEG feedback exhibited higher attention levels, improved vocabulary memory and retention, and more structured behaviour patterns such as review and evaluation, planned learning and refocusing after EEG feedback. This study innovates EEG feedback in VR environments, providing a design reference to promote VR‐based learning. In addition, the results of identified scenarios and subjective reasons for inattention will help in the design of future language VR environments and learning activities. Lay Summary: What is currently known about this topic? ○Scholars highlight that sustained attention is crucial for the learning process and achievement.○Electroencephalogram (EEG) feedback is effective in maintaining students' attention.○Vibrational feedback is an effective haptic modality in virtual reality (VR) environments.What this paper adds ○A vibration‐based EEG feedback mechanism is proposed in VR‐based learning.○A VR learning system that incorporates vibration‐based EEG feedback has been developed.○The vibration‐based EEG feedback shows strong potential to sustain attention, enhance performance, and promote more sturctured behaviour patterns.○The scenarios and subjective reasons for inattention in VR‐based learning are discussed.Implications for practice/or policy ○The vibration‐based EEG feedback developed in this study is recommended for VR‐based learning.○The inattention scenarios and subjective causes identified in this study should inform the design of VR learning systems. [ABSTRACT FROM AUTHOR]
ISSN:02664909
DOI:10.1002/jcal.70204