Literature DB >> 20573341

Implicit learning as an ability.

Scott Barry Kaufman1, Colin G Deyoung, Jeremy R Gray, Luis Jiménez, Jamie Brown, Nicholas Mackintosh.   

Abstract

The ability to automatically and implicitly detect complex and noisy regularities in the environment is a fundamental aspect of human cognition. Despite considerable interest in implicit processes, few researchers have conceptualized implicit learning as an ability with meaningful individual differences. Instead, various researchers (e.g., Reber, 1993; Stanovich, 2009) have suggested that individual differences in implicit learning are minimal relative to individual differences in explicit learning. In the current study of English 16-17year old students, we investigated the association of individual differences in implicit learning with a variety of cognitive and personality variables. Consistent with prior research and theorizing, implicit learning, as measured by a probabilistic sequence learning task, was more weakly related to psychometric intelligence than was explicit associative learning, and was unrelated to working memory. Structural equation modeling revealed that implicit learning was independently related to two components of psychometric intelligence: verbal analogical reasoning and processing speed. Implicit learning was also independently related to academic performance on two foreign language exams (French, German). Further, implicit learning was significantly associated with aspects of self-reported personality, including intuition, Openness to Experience, and impulsivity. We discuss the implications of implicit learning as an ability for dual-process theories of cognition, intelligence, personality, skill learning, complex cognition, and language acquisition. 2010 Elsevier B.V. All rights reserved.

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Year:  2010        PMID: 20573341     DOI: 10.1016/j.cognition.2010.05.011

Source DB:  PubMed          Journal:  Cognition        ISSN: 0010-0277


  56 in total

1.  Visual sequential processing and language ability in children who are deaf or hard of hearing.

Authors:  Michelle A Gremp; Joanne A Deocampo; Anne M Walk; Christopher M Conway
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2.  The neuromodulator of exploration: A unifying theory of the role of dopamine in personality.

Authors:  Colin G Deyoung
Journal:  Front Hum Neurosci       Date:  2013-11-14       Impact factor: 3.169

3.  Structural correlates of Openness and Intellect: Implications for the contribution of personality to creativity.

Authors:  Oshin Vartanian; Christopher J Wertz; Ranee A Flores; Erin L Beatty; Ingrid Smith; Kristen Blackler; Quan Lam; Rex E Jung
Journal:  Hum Brain Mapp       Date:  2018-04-15       Impact factor: 5.038

4.  Fluid intelligence and working memory support dissociable aspects of learning by physical but not observational practice.

Authors:  Dace Apšvalka; Emily S Cross; Richard Ramsey
Journal:  Cognition       Date:  2019-05-14

5.  Dispositional mindfulness is associated with reduced implicit learning.

Authors:  Chelsea M Stillman; Halley Feldman; Caroline G Wambach; James H Howard; Darlene V Howard
Journal:  Conscious Cogn       Date:  2014-07-25

Review 6.  Towards a theory of individual differences in statistical learning.

Authors:  Noam Siegelman; Louisa Bogaerts; Morten H Christiansen; Ram Frost
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

Review 7.  The multi-component nature of statistical learning.

Authors:  Joanne Arciuli
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

Review 8.  Domain generality versus modality specificity: the paradox of statistical learning.

Authors:  Ram Frost; Blair C Armstrong; Noam Siegelman; Morten H Christiansen
Journal:  Trends Cogn Sci       Date:  2015-01-24       Impact factor: 20.229

9.  Individual differences in adult foreign language learning: the mediating effect of metalinguistic awareness.

Authors:  Patricia J Brooks; Vera Kempe
Journal:  Mem Cognit       Date:  2013-02

10.  Openness to Experience and Intellect Differentially Predict Creative Achievement in the Arts and Sciences.

Authors:  Scott Barry Kaufman; Lena C Quilty; Rachael G Grazioplene; Jacob B Hirsh; Jeremy R Gray; Jordan B Peterson; Colin G DeYoung
Journal:  J Pers       Date:  2015-01-28
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