Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic Review

Carolina Robledo Castro 1, 2
Luis F Castillo Ossa 2, 3, 4
JUAN M. CORCHADO 5, 6, 7
Publication typeJournal Article
Publication date2022-09-28
scimago Q1
wos Q2
SJR0.521
CiteScore6.5
Impact factor2.9
ISSN2193567X, 21914281, 13198025
Multidisciplinary
Abstract
This article presents a systematic review of studies on cognitive training programs based on artificial cognitive systems and digital technologies and their effect on executive functions. The aim has been to identify which populations have been studied, the characteristics of the implemented programs, the types of implemented cognitive systems and digital technologies, the evaluated executive functions, and the key findings of these studies. The review has been carried out following the PRISMA protocol; five databases have been selected from which 1889 records were extracted. The articles were filtered following established criteria, to give a final selection of 264 articles that have been used for the purposes of this study in the analysis phase. The findings showed that the most studied populations were school-age children and the elderly. The most studied executive functions were working memory and attentional processes, followed by inhibitory control and processing speed. Many programs were commercial, customizable, gamified, and based on classic tasks. Some more recent initiatives have begun to incorporate user-machine interfaces, robotics, and virtual reality, although studies on their effects remain scarce. The studies recognize multiple benefits of computerized neuropsychological stimulation and rehabilitation programs for executive functions in different age groups, but there is a lack of studies in specific population sectors and with more rigorous research designs.
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GOST Copy
Robledo Castro C. et al. Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic Review // Arabian Journal for Science and Engineering. 2022. Vol. 48. No. 2.
GOST all authors (up to 50) Copy
Robledo Castro C., Castillo Ossa L. F., CORCHADO J. M. Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic Review // Arabian Journal for Science and Engineering. 2022. Vol. 48. No. 2.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1007/s13369-022-07292-5
UR - https://doi.org/10.1007/s13369-022-07292-5
TI - Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic Review
T2 - Arabian Journal for Science and Engineering
AU - Robledo Castro, Carolina
AU - Castillo Ossa, Luis F
AU - CORCHADO, JUAN M.
PY - 2022
DA - 2022/09/28
PB - Springer Nature
IS - 2
VL - 48
PMID - 36185593
SN - 2193-567X
SN - 2191-4281
SN - 1319-8025
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2022_Robledo Castro,
author = {Carolina Robledo Castro and Luis F Castillo Ossa and JUAN M. CORCHADO},
title = {Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic Review},
journal = {Arabian Journal for Science and Engineering},
year = {2022},
volume = {48},
publisher = {Springer Nature},
month = {sep},
url = {https://doi.org/10.1007/s13369-022-07292-5},
number = {2},
doi = {10.1007/s13369-022-07292-5}
}