Literature DB >> 23750831

The nature and transfer of cognitive skills.

Niels A Taatgen1.   

Abstract

This article presents the primitive elements theory of cognitive skills. The central idea is that skills are broken down into primitive information processing elements that move and compare single pieces of information regardless of the specific content of this information. Several of these primitive elements are necessary for even a single step in a task. A learning process therefore combines the elements in increasingly larger, but still context-independent, units. If there is overlap between tasks, this means the larger units learned for 1 task can be reused for the other task, producing transfer. The theory makes it possible to construct detailed process models of 2 classic transfer studies in the literature: a study of transfer in text editors and 1 in arithmetic. I show that the approach produces better fits of the amount of transfer than Singley and Anderson's (1985) identical productions model. The theory also offers explanations for far transfer, in which the 2 tasks have no surface characteristics in common, which I demonstrate with 2 models in the domain of cognitive control, where training on either task-switching or working memory control led to an improvement of performance on other control tasks. The theory can therefore help evaluate the effectiveness of cognitive training that has the goal to improve general cognitive abilities. PsycINFO Database Record (c) 2013 APA, all rights reserved.

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Year:  2013        PMID: 23750831     DOI: 10.1037/a0033138

Source DB:  PubMed          Journal:  Psychol Rev        ISSN: 0033-295X            Impact factor:   8.934


  41 in total

1.  Transfer of cognitive training across magnitude dimensions achieved with concurrent brain stimulation of the parietal lobe.

Authors:  Marinella Cappelletti; Erica Gessaroli; Rosalyn Hithersay; Micaela Mitolo; Daniele Didino; Ryota Kanai; Roi Cohen Kadosh; Vincent Walsh
Journal:  J Neurosci       Date:  2013-09-11       Impact factor: 6.167

Review 2.  On methodological standards in training and transfer experiments.

Authors:  C Shawn Green; Tilo Strobach; Torsten Schubert
Journal:  Psychol Res       Date:  2013-12-18

3.  Exploring the Specificity, Synergy, and Durability of Auditory and Visual Computer Gameplay Transfer Effects in Healthy Older Adults.

Authors:  Mark E Faust; Kristi S Multhaup; Michelle S Ong; George J Demakis; Kelly G Balz
Journal:  J Gerontol B Psychol Sci Soc Sci       Date:  2020-06-02       Impact factor: 4.077

Review 4.  The dual-task practice advantage: Empirical evidence and cognitive mechanisms.

Authors:  Tilo Strobach
Journal:  Psychon Bull Rev       Date:  2020-02

5.  New directions in cognitive training: on methods, transfer, and application.

Authors:  Torsten Schubert; Tilo Strobach; Julia Karbach
Journal:  Psychol Res       Date:  2014-10-11

6.  Attentional networks functioning and vigilance in expert musicians and non-musicians.

Authors:  Rafael Román-Caballero; Elisa Martín-Arévalo; Juan Lupiáñez
Journal:  Psychol Res       Date:  2020-03-30

7.  Computational evidence for hierarchically structured reinforcement learning in humans.

Authors:  Maria K Eckstein; Anne G E Collins
Journal:  Proc Natl Acad Sci U S A       Date:  2020-11-24       Impact factor: 11.205

Review 8.  Technology-assisted rehabilitation interventions following pediatric brain injury.

Authors:  Shari L Wade; Megan E Narad; Emily L Shultz; Brad G Kurowski; Aimee E Miley; Jessica M Aguilar; Anna-Lynne R Adlam
Journal:  J Neurosurg Sci       Date:  2017-11-20       Impact factor: 2.279

9.  Learning and transfer of working memory gating policies.

Authors:  Apoorva Bhandari; David Badre
Journal:  Cognition       Date:  2017-12-12

10.  Working memory training involves learning new skills.

Authors:  Susan E Gathercole; Darren L Dunning; Joni Holmes; Dennis Norris
Journal:  J Mem Lang       Date:  2018-12-01       Impact factor: 3.059

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