2026-06-10T14:20:37Zhttps://riubu.ubu.es/oai/requestoai:riubu.ubu.es:10259/102692025-03-04T11:32:55Zcom_10259_5841com_10259_5086com_10259_2604col_10259_5842
Repositorio Institucional de la Universidad de Burgos
author
González Díez, Irene
author
Varela Vázquez, Carmen
author
Sáiz Manzanares, María Consuelo
2025-03-03T08:18:17Z
2025-03-03T08:18:17Z
2024
http://hdl.handle.net/10259/10269
10.3390/computers13040096
2073-431X
Neurophysiological measures have been used in the field of education to improve our knowledge about the cognitive processes underlying learning. Furthermore, the combined use of different neuropsychological measures has deepened our understanding of these processes. The main objective of this systematic review is to provide a comprehensive picture of the use of integrated multichannel records in higher education. The bibliographic sources for the review were Web of Science, PsycINFO, Scopus, and Psicodoc databases. After a screening process by two independent reviewers, 10 articles were included according to prespecified inclusion criteria. In general, integrated recording of eye tracking and electroencephalograms were the most commonly used metrics, followed by integrated recording of eye tracking and electrodermal activity. Cognitive load was the most widely investigated learning-related cognitive process using integrated multichannel records. To date, most research has focused only on one neurophysiological measure. Furthermore, to our knowledge, no study has systematically investigated the use of integrated multichannel records in higher education. This systematic review provides a comprehensive picture of the current use of integrated multichannel records in higher education. Its findings may help design innovative educational programs, particularly in the online context. The findings provide a basis for future research and decision making regarding the use of integrated multichannel records in higher education.
eng
Atribución 4.0 Internacional
Biometrics
Neurophysiological measurements
Integrated multichannel records
Higher education
Learning
Educational technologies
Neuroengineering
Sensor technologies
The Use of Integrated Multichannel Records in Learning Studies in Higher Education: A Systematic Review of the Last 10 Years
info:eu-repo/semantics/article
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URL
https://riubu.ubu.es/bitstream/10259/10269/1/Gonz%c3%a1lez-computers_2024.pdf
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González-computers_2024.pdf