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Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic
Carolina Robledo-Castro1,2, Luis F Castillo-Ossa2,3,4, Juan M Corchado5,6,7
1Currículo, Universidad y Sociedad Research Group, Universidad del Tolima, Calle 42 1-02, 730006299 Ibagué, Colombia.
Cognitive training using digital technology benefits executive functions in children and the elderly. However, more rigorous research is needed for specific populations and advanced technologies like virtual reality.
Area of Science:
- Neuroscience
- Computer Science
- Psychology
Background:
- Cognitive training programs leverage digital technologies and artificial cognitive systems.
- Executive functions are crucial cognitive processes affected by various conditions and age.
Purpose of the Study:
- To systematically review studies on digital cognitive training and its impact on executive functions.
- To identify target populations, program characteristics, technologies used, and key findings.
Main Methods:
- Systematic review following the PRISMA protocol.
- Analysis of 264 articles selected from 1889 records across five databases.
- Categorization of populations, executive functions, and technologies.
Main Results:
- School-age children and the elderly were the most studied populations.
- Working memory and attention were the most frequently evaluated executive functions.
- Commercial, gamified programs based on classic tasks dominate, with emerging use of VR and robotics.
Conclusions:
- Computerized cognitive training offers benefits for executive functions across age groups.
- There is a need for research in underrepresented populations and with more robust study designs.
- Further investigation into novel technologies like VR and robotics is warranted.
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