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Traut HJ, Guild RM, Munakata Y. Why Does Cognitive Training Yield Inconsistent Benefits? A Meta-Analysis of Individual Differences in Baseline Cognitive Abilities and Training Outcomes. Front Psychol 2021; 12:662139. [PMID: 34122249 PMCID: PMC8187947 DOI: 10.3389/fpsyg.2021.662139] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 04/19/2021] [Indexed: 11/13/2022] Open
Abstract
Despite growing interest in improving cognitive abilities across the lifespan through training, the benefits of cognitive training are inconsistent. One powerful contributor may be that individuals arrive at interventions with different baseline levels of the cognitive skill being trained. Some evidence suggests poor performers benefit the most from cognitive training, showing compensation for their weak abilities, while other evidence suggests that high performers benefit most, experiencing a magnification of their abilities. Whether training leads to compensation or magnification effects may depend upon the specific cognitive domain being trained (such as executive function or episodic memory) and the training approach implemented (strategy or process). To clarify the association between individual differences in baseline cognitive ability and training gains as well as potential moderators, we conducted a systematic meta-analysis of the correlation between these two variables. We found evidence of a significant meta-correlation demonstrating a compensatory effect, a negative association between initial ability on a trained cognitive process and training gains. Too few papers met our search criteria across the levels of proposed moderators of cognitive domain and training approach to conduct a reliable investigation of their influence over the meta-analytic effect size. We discuss the implications of a compensatory meta-correlation, potential reasons for the paucity of qualifying papers, and important future directions for better understanding how cognitive trainings work and for whom.
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Affiliation(s)
- Hilary J. Traut
- Cognitive Development Center, Department of Psychology & Neuroscience, University of Colorado Boulder, Boulder, CO, United States
| | - Ryan M. Guild
- Cognitive Development Center, Department of Psychology & Neuroscience, University of Colorado Boulder, Boulder, CO, United States
| | - Yuko Munakata
- Cognition in Context Lab, Department of Psychology and Center for Mind & Brain, University of California, Davis, Davis, CA, United States
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Fu L, Maes JHR, Kessels RPC, Huijbers W. The neural basis of individual differences in memory performance in young and older adults: Using the encoding/retrieval flip account as framework. Neurobiol Learn Mem 2020; 173:107251. [PMID: 32447040 DOI: 10.1016/j.nlm.2020.107251] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 04/10/2020] [Accepted: 05/14/2020] [Indexed: 12/19/2022]
Abstract
Aging is associated with cognitive decline, specifically in episodic memory. However, there are large individual differences in the extent of this decline and previous research suggests that these are associated with differences in executive functioning (EF). These EF differences, and associated differences in the encoding and retrieval of episodic information, have been linked to differences in the activation of particular brain regions. The "encoding/retrieval flip" (E/R flip) framework assumes deactivation and activation of specific brain regions during successful encoding and retrieval, respectively. The present study assessed whether this framework can be used to explain EF-based individual differences in memory performance of young and older participants. Young adults (N = 19) and older adults (N = 39) performed an incidental semantic encoding and memory recognition task in an fMRI setting, focusing on brain regions that show the E/R flip. The association between an index of EF and fMRI activity in brain regions showing the E/R flip was tested in each age group. EF predicted E/R flip activity in the older, but not young adults. These findings underscore the importance of individual differences in ageing research and provide empirical evidence for the association between EF and the E/R flip.
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Affiliation(s)
- Li Fu
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands
| | - Joseph H R Maes
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.
| | - Roy P C Kessels
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands; Department of Medical Psychology, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Willem Huijbers
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
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Fu L, Kessels RPC, Maes JHR. The effect of cognitive training in older adults: be aware of CRUNCH. AGING NEUROPSYCHOLOGY AND COGNITION 2020; 27:949-962. [DOI: 10.1080/13825585.2019.1708251] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Li Fu
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
| | - Roy P. C. Kessels
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Joseph H. R. Maes
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
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Venkatesan UM, Margolis SA, Tremont G, Festa EK, Heindel WC. Forward to the past: Revisiting the role of immediate recognition in the assessment of episodic memory. J Clin Exp Neuropsychol 2019; 42:160-170. [DOI: 10.1080/13803395.2019.1697210] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
| | - Seth A. Margolis
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA
| | - Geoffrey Tremont
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA
| | - Elena K. Festa
- Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, RI, USA
| | - William C. Heindel
- Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, RI, USA
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Martin CO, Pontbriand-Drolet S, Daoust V, Yamga E, Amiri M, Hübner LC, Ska B. Narrative Discourse in Young and Older Adults: Behavioral and NIRS Analyses. Front Aging Neurosci 2018; 10:69. [PMID: 29615892 PMCID: PMC5864853 DOI: 10.3389/fnagi.2018.00069] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2017] [Accepted: 03/01/2018] [Indexed: 11/13/2022] Open
Abstract
Discourse comprehension is at the core of communication capabilities, making it an important component of elderly populations' quality of life. The aim of this study is to evaluate changes in discourse comprehension and the underlying brain activity. Thirty-six participants read short stories and answered related probes in three conditions: micropropositions, macropropositions and situation models. Using near-infrared spectroscopy (NIRS), the variation in oxyhemoglobin (HbO2) and deoxyhemoglobin (HbR) concentrations was assessed throughout the task. The results revealed that the older adults performed with equivalent accuracy to the young ones at the macroproposition level of discourse comprehension, but were less accurate at the microproposition and situation model levels. Similar to what is described in the compensation-related utilization of neural circuits hypothesis (CRUNCH) model, older participants tended to have greater activation in the left dorsolateral prefrontal cortex while reading in all conditions. Although it did not enable them to perform similarly to younger participants in all conditions, this over-activation could be interpreted as a compensation mechanism.
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Affiliation(s)
- Charles-Olivier Martin
- Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche, Institut Universitaire de Gériatrie de Montréal, Montreal, QC, Canada
| | - Stéphanie Pontbriand-Drolet
- Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche, Institut Universitaire de Gériatrie de Montréal, Montreal, QC, Canada
| | - Valérie Daoust
- Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche, Institut Universitaire de Gériatrie de Montréal, Montreal, QC, Canada
| | - Eric Yamga
- Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche, Institut Universitaire de Gériatrie de Montréal, Montreal, QC, Canada
| | - Mahnoush Amiri
- Centre de Recherche, Institut Universitaire de Gériatrie de Montréal, Montreal, QC, Canada.,Génie Biomédical, École Polytechnique de Montréal, Montreal, QC, Canada
| | - Lilian C Hübner
- Departamento de Linguistica, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
| | - Bernadette Ska
- Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche, Institut Universitaire de Gériatrie de Montréal, Montreal, QC, Canada
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