Implicit learning as an ability
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 differe...
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Veröffentlicht in: | Cognition 2010-09, Vol.116 (3), p.321-340 |
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creator | Kaufman, Scott Barry DeYoung, Colin G. Gray, Jeremy R. Jiménez, Luis Brown, Jamie Mackintosh, Nicholas |
description | 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 16–17
year 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. |
doi_str_mv | 10.1016/j.cognition.2010.05.011 |
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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 16–17
year 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.</description><identifier>ISSN: 0010-0277</identifier><identifier>EISSN: 1873-7838</identifier><identifier>DOI: 10.1016/j.cognition.2010.05.011</identifier><identifier>PMID: 20573341</identifier><identifier>CODEN: CGTNAU</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Academic Achievement ; Adolescent ; Associative Learning ; Biological and medical sciences ; Cognition ; Cognitive Ability ; Cognitive Processes ; Cognitive psychology ; Dual-process theory, intelligence, Intellect ; Female ; French ; Fundamental and applied biological sciences. Psychology ; German ; Human ; Humans ; Implicit learning, ability ; Impulsivity ; Individual Differences ; Intelligence ; Intelligence - physiology ; Intelligence Tests ; Language ; Language Acquisition ; Language Tests ; Learning ; Learning - physiology ; Learning Processes ; Learning. Memory ; Logical Thinking ; Male ; Openness to Experience ; Personality ; Personality traits ; Personality, complex cognition, skill learning ; Psychology. Psychoanalysis. Psychiatry ; Psychology. Psychophysiology ; Psychometrics ; Reaction Time - physiology ; Researchers ; Schools ; Sequential Learning ; Short Term Memory ; Skills ; Structural Equation Models ; Students ; United Kingdom</subject><ispartof>Cognition, 2010-09, Vol.116 (3), p.321-340</ispartof><rights>2010 Elsevier B.V.</rights><rights>2015 INIST-CNRS</rights><rights>2010 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c517t-e184f32d2e7524201f2416ce20b1b972bbdcc926ba25f29b0764b81ec974a74b3</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S001002771000123X$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttp://eric.ed.gov/ERICWebPortal/detail?accno=EJ892482$$DView record in ERIC$$Hfree_for_read</backlink><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=23153976$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20573341$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kaufman, Scott Barry</creatorcontrib><creatorcontrib>DeYoung, Colin G.</creatorcontrib><creatorcontrib>Gray, Jeremy R.</creatorcontrib><creatorcontrib>Jiménez, Luis</creatorcontrib><creatorcontrib>Brown, Jamie</creatorcontrib><creatorcontrib>Mackintosh, Nicholas</creatorcontrib><title>Implicit learning as an ability</title><title>Cognition</title><addtitle>Cognition</addtitle><description>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 16–17
year 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.</description><subject>Academic Achievement</subject><subject>Adolescent</subject><subject>Associative Learning</subject><subject>Biological and medical sciences</subject><subject>Cognition</subject><subject>Cognitive Ability</subject><subject>Cognitive Processes</subject><subject>Cognitive psychology</subject><subject>Dual-process theory, intelligence, Intellect</subject><subject>Female</subject><subject>French</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>German</subject><subject>Human</subject><subject>Humans</subject><subject>Implicit learning, ability</subject><subject>Impulsivity</subject><subject>Individual Differences</subject><subject>Intelligence</subject><subject>Intelligence - physiology</subject><subject>Intelligence Tests</subject><subject>Language</subject><subject>Language Acquisition</subject><subject>Language Tests</subject><subject>Learning</subject><subject>Learning - physiology</subject><subject>Learning Processes</subject><subject>Learning. Memory</subject><subject>Logical Thinking</subject><subject>Male</subject><subject>Openness to Experience</subject><subject>Personality</subject><subject>Personality traits</subject><subject>Personality, complex cognition, skill learning</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychology. 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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 16–17
year 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.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><pmid>20573341</pmid><doi>10.1016/j.cognition.2010.05.011</doi><tpages>20</tpages></addata></record> |
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subjects | Academic Achievement Adolescent Associative Learning Biological and medical sciences Cognition Cognitive Ability Cognitive Processes Cognitive psychology Dual-process theory, intelligence, Intellect Female French Fundamental and applied biological sciences. Psychology German Human Humans Implicit learning, ability Impulsivity Individual Differences Intelligence Intelligence - physiology Intelligence Tests Language Language Acquisition Language Tests Learning Learning - physiology Learning Processes Learning. Memory Logical Thinking Male Openness to Experience Personality Personality traits Personality, complex cognition, skill learning Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Psychometrics Reaction Time - physiology Researchers Schools Sequential Learning Short Term Memory Skills Structural Equation Models Students United Kingdom |
title | Implicit learning as an ability |
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