Potential cognitive and neural benefits of a computerised cognitive training programme based on Structure Learning in healthy adults: study protocol for a randomised controlled trial

被引:0
作者
Liu, Chia-Lun [1 ]
Cheng, Xiaoqin [1 ,2 ]
Choo, Boon Linn [1 ]
Hong, Min [1 ]
Teo, Jia Li [1 ,3 ]
Koo, Wei Ler [1 ]
Tan, Jia Yuan Janet [1 ]
Ubrani, Marisha Barth [1 ]
Suckling, John [4 ]
Gulyas, Balazs [5 ]
Leong, Victoria [1 ,3 ,5 ]
Kourtzi, Zoe [6 ]
Sahakian, Barbara [4 ]
Robbins, Trevor [6 ,7 ]
Chen, Annabel Shen-Hsing [1 ,3 ,5 ,8 ]
机构
[1] Nanyang Technol Univ, Ctr Res & Dev Learning CRADLE, Singapore, Singapore
[2] Univ Innsbruck, Dept Psychol, Innsbruck, Austria
[3] Nanyang Technol Univ, Sch Social Sci, Singapore, Singapore
[4] Univ Cambridge, Dept Psychiat, Cambridge CB2 0SZ, England
[5] Nanyang Technol Univ, Lee Kong Chian Sch Med, Singapore, Singapore
[6] Univ Cambridge, Dept Psychol, Cambridge CB2 3EB, England
[7] Univ Cambridge, Behav & Clin Neurosci Inst, Cambridge CB2 3EB, England
[8] Nanyang Technol Univ, Natl Inst Educ, Singapore, Singapore
基金
英国生物技术与生命科学研究理事会;
关键词
Structure learning; Cognitive flexibility; Magnetic resonance imaging; Intervention; Statistical learning; Neuropsychological model of cognitive flexibility; Exploration; Exploitation; EXECUTIVE FUNCTIONS; MAGNETIZATION-TRANSFER; FLEXIBILITY; LIFE; PLASTICITY; DIVERSITY; STUDENTS; UNITY; FLASH; MAPS;
D O I
10.1186/s13063-023-07551-2
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
BackgroundCognitive flexibility refers to the capacity to shift between conceptual representations particularly in response to changes in instruction and feedback. It enables individuals to swiftly adapt to changes in their environment and has significant implications for learning. The present study focuses on investigating changes in cognitive flexibility following an intervention programme-Structure Learning training.MethodsParticipants are pseudo-randomised to either the Training or Control group, while matched on age, sex, intelligence and cognitive flexibility performance. In the Training group, participants undergo around 2 weeks of training (at least 13 sessions) on Structure Learning. In the Control group, participants do not have to undergo any training and are never exposed to the Structure Learning task. The effects of Structure Learning training are investigated at both the behavioural and neural level. We measured covariates that can influence an individual's training performance before the training phase and outcome measures that can potentially show training benefits after the training phase. At the behavioural level, we investigated outcomes in both cognitive and social aspects with a primary focus on executive functions. At the neural level, we employed a multimodality approach and investigated potential changes to functional connectivity patterns, neurometabolite concentration in the frontal brain regions, and brain microstructure and myelination. DiscussionWe reported the development of a novel training programme based on Structure Learning that aims to hone a general learning ability to potentially achieve extensive transfer benefits across various cognitive constructs. Potential transfer benefits can be exhibited through better performance in outcome measures between Training and Control participants, and positive associations between training performance and outcomes after the training in Training participants. Moreover, we attempt to substantiate behavioural findings with evidence of neural changes across different imaging modalities by the Structure Learning training.
引用
收藏
页数:22
相关论文
共 71 条
[11]   Changes in executive control across the life span: Examination of task-switching performance [J].
Cepeda, NJ ;
Kramer, AF ;
de Sather, JCMG .
DEVELOPMENTAL PSYCHOLOGY, 2001, 37 (05) :715-730
[12]   Impairments in frontal cortical γ synchrony and cognitive control in schizophrenia [J].
Cho, R. Y. ;
Konecky, R. O. ;
Carter, C. S. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (52) :19878-19883
[13]   Demystifying cognitive flexibility: Implications for clinical and developmental neuroscience [J].
Dajani, Dina R. ;
Uddin, Lucina Q. .
TRENDS IN NEUROSCIENCES, 2015, 38 (09) :571-578
[14]   The Effects of Combined Physical and Cognitive Training on Inhibitory Control: A Systematic Review and Meta-Analysis [J].
Dhir, Sakshi ;
Teo, Wei-Peng ;
Chamberlain, Samuel R. ;
Tyler, Kaelasha ;
Yucel, Murat ;
Segrave, Rebecca A. .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2021, 128 :735-748
[15]   Spatial effects in the detection of γ-aminobutyric acid:: Improved sensitivity at high fields using inner volume saturation [J].
Edden, Richard A. E. ;
Barker, Peter B. .
MAGNETIC RESONANCE IN MEDICINE, 2007, 58 (06) :1276-1282
[16]   GABA, not BOLD, reveals dissociable learning-dependent plasticity mechanisms in the human brain [J].
Frangou, Polytimi ;
Correia, Marta ;
Kourtzi, Zoe .
ELIFE, 2018, 7
[17]   Unity and diversity of executive functions: Individual differences as a window on cognitive structure [J].
Friedman, Naomi P. ;
Miyake, Akira .
CORTEX, 2017, 86 :186-204
[18]   Not all executive functions are related to intelligence [J].
Friedman, NP ;
Miyake, A ;
Corley, RP ;
Young, SE ;
DeFries, JC ;
Hewitt, JK .
PSYCHOLOGICAL SCIENCE, 2006, 17 (02) :172-179
[19]  
Ghosh S., 2020, Journal of Psychosocial Research, V15, P609, DOI DOI 10.32381/JPR.2020.15.02.22
[20]   Alterations in Cortical Network Oscillations and Parvalbumin Neurons in Schizophrenia [J].
Gonzalez-Burgos, Guillermo ;
Cho, Raymond Y. ;
Lewis, David A. .
BIOLOGICAL PSYCHIATRY, 2015, 77 (12) :1031-1040