Abstract
The COVID-19 pandemic has interrupted education institutions in over 150 nations, affecting billions of students. Many governments have forced a transition in higher education from in-person to remote learning. After this abrupt, worldwide transition away from the classroom, some question whether online education will continue to grow in acceptance in post-pandemic times. However, new technology, such as the brain-computer interface and eye-tracking, have the potential to improve the remote learning environment, which currently faces several obstacles and deficiencies. Cognitive brain computer interfaces can help us develop a better understanding of brain functions, allowing for the development of more effective learning methodologies and the enhancement of brain-based skills. We carried out a systematic literature review of research on the use of brain computer interfaces and eye-tracking to measure students’ cognitive skills during online learning. We found that, because many experimental tasks depend on recorded rather than real-time video, students don’t have direct and real-time interaction with their teacher. Further, we found no evidence in any of the reviewed papers for brain-to-brain synchronization during remote learning. This points to a potentially fruitful future application of brain computer interfaces in education, investigating whether the brains of student-teacher pairs who interact with the same course content have increasingly similar brain patterns.
| Original language | English |
|---|---|
| Pages (from-to) | 4363-4397 |
| Number of pages | 35 |
| Journal | Education and Information Technologies |
| Volume | 28 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - Apr 2023 |
Keywords
- Attention
- Electroencephalogram
- Eye-tracking
- Online learning
- Student-teacher interaction
- Systematic literature review
ASJC Scopus subject areas
- Education
- Library and Information Sciences
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