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Implicit learning as an ability
Authors:Scott Barry Kaufman  Colin G DeYoung  Jeremy R Gray  Luis Jiménez  Jamie Brown  Nicholas Mackintosh
Institution:1. Yale University, Department of Psychology, PO BOX 208205, New Haven, CT 06520 – 8205, USA;2. University of Minnesota, Department of Psychology, 75 East River Road, Minneapolis, MN 55455 – 0344, USA;3. Yale University, Department of Psychology, Yale University, Interdepartmental Neuroscience Program, USA;4. Universidad de Santiago, Facultad de Psicología, Campus Universitario Sur, E15782, Santiago, Spain;5. University of Cambridge, Department of Experimental Psychology, Downing Street, Cambridge, CB2 3EB, United Kingdom;1. Department of Psychology, Cornell University; Ithaca, NY, USA;2. Department of Radiology, Memorial Sloan Kettering Cancer Center; New York, NY, USA;3. Department of Psychology, Georgia State University; Atlanta, GA, USA;4. Department of Speech, Language, & Hearing Sciences, Purdue University; West Lafayette, IN, USA;5. Department of Psychology, Saint Louis University; St. Louis, MO, USA;1. Faculty of Psychology, University of Bergen, Christiesgate 12, 5015 Bergen, Norway;2. School of Psychology, University of Sussex, Falmer, Brighton BN1 9RH, United Kingdom;1. Department of Biomedical and Health Informatics, The Children’s Hospital of Philadelphia, United States;2. Department of Brain and Cognitive Sciences, University of Rochester, United States;3. Department of Computer Science, University of Rochester, United States;4. Department of Linguistics, University of Rochester, United States;1. School of Languages, Literacies and Translation, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia;2. School of Languages, Literacies and Translation, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia;3. School of Languages, Literacies and Translation, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia;1. Lyon Neuroscience Research Center (CRNL), Université Claude Bernard Lyon 1, Lyon, France;2. Institute of Psychology, Friedrich Schiller University Jena, Jena, Germany;3. Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary;4. Brain, Memory and Language Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary;5. Centre of Thinking and Learning, Institute for Lifecourse Development, School of Human Sciences, Faculty of Education, Health and Human Sciences, University of Greenwich, London, United Kingdom
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 16–17 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.
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