Increased performance variability as a marker of implicit/explicit interactions in knowledge awareness

Only some, but not all, individuals who practice tasks with dual structure, overt and covert, are able to comprehend consciously a hidden regularity. The formation of implicit representations of regularity has been proposed to be critical for subsequent awareness. However, explicit knowledge also ha...

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Main Authors: Juliana eYordanova, Roumen eKirov, Vasil eKolev
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-12-01
Series:Frontiers in Psychology
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2015.01957/full
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spelling doaj-5a60c82b069b43db8086262471506d242020-11-25T00:48:58ZengFrontiers Media S.A.Frontiers in Psychology1664-10782015-12-01610.3389/fpsyg.2015.01957159159Increased performance variability as a marker of implicit/explicit interactions in knowledge awarenessJuliana eYordanova0Roumen eKirov1Vasil eKolev2Institute of Neurobiology, Bulgarian Academy of SciencesInstitute of Neurobiology, Bulgarian Academy of SciencesInstitute of Neurobiology, Bulgarian Academy of SciencesOnly some, but not all, individuals who practice tasks with dual structure, overt and covert, are able to comprehend consciously a hidden regularity. The formation of implicit representations of regularity has been proposed to be critical for subsequent awareness. However, explicit knowledge also has been predicted by the activation of executive control systems during task encoding. The present study analysed performance patterns in participants who could comprehend task regularity and those who could not at delayed recall. Specifically, the role of practice-based knowledge of sequence for individual awareness was focused on.A lateralized variant of the visual serial response time task (SRTT) comprising structured and random blocks was practiced in implicit conditions by 109 participants before and after 10-h retention, with explicit knowledge about covert sequence tested thereafter. Sequence learning was quantified using the normalized difference between response speed in regular and subsequent random blocks. Patterns of performance dynamics were evaluated using response speed, response variability, and error rate. Major results demonstrate that (1) All participants who became aware of the sequence (solvers), gained practice-based sequence knowledge at learning or after retention, (2) Such knowledge also was accumulated during learning by participants who remained fully unaware about covert task structure, (3) Only in explicit solvers, however, was sequence-specific learning accompanied by a prominent increase in performance variability. (4) Specific features and dynamics of performance patterns distinguished different cognitive modes of SRTT processing, each of which supported subsequent knowledge awareness.It is concluded that a behavioural precursor of sequence awareness is the combination of speeded sequence processing and increased performance variability, pointing to an interaction between implicit and explicit processing systems. These results may contribute to refine the evaluation of online and offline learning of tasks with dual structure, and to extend understanding of increased behavioral variability in both normal and pathological conditions.http://journal.frontiersin.org/Journal/10.3389/fpsyg.2015.01957/fullimplicit learningInsightexplicit knowledgeserial response time taskperformance variance
collection DOAJ
language English
format Article
sources DOAJ
author Juliana eYordanova
Roumen eKirov
Vasil eKolev
spellingShingle Juliana eYordanova
Roumen eKirov
Vasil eKolev
Increased performance variability as a marker of implicit/explicit interactions in knowledge awareness
Frontiers in Psychology
implicit learning
Insight
explicit knowledge
serial response time task
performance variance
author_facet Juliana eYordanova
Roumen eKirov
Vasil eKolev
author_sort Juliana eYordanova
title Increased performance variability as a marker of implicit/explicit interactions in knowledge awareness
title_short Increased performance variability as a marker of implicit/explicit interactions in knowledge awareness
title_full Increased performance variability as a marker of implicit/explicit interactions in knowledge awareness
title_fullStr Increased performance variability as a marker of implicit/explicit interactions in knowledge awareness
title_full_unstemmed Increased performance variability as a marker of implicit/explicit interactions in knowledge awareness
title_sort increased performance variability as a marker of implicit/explicit interactions in knowledge awareness
publisher Frontiers Media S.A.
series Frontiers in Psychology
issn 1664-1078
publishDate 2015-12-01
description Only some, but not all, individuals who practice tasks with dual structure, overt and covert, are able to comprehend consciously a hidden regularity. The formation of implicit representations of regularity has been proposed to be critical for subsequent awareness. However, explicit knowledge also has been predicted by the activation of executive control systems during task encoding. The present study analysed performance patterns in participants who could comprehend task regularity and those who could not at delayed recall. Specifically, the role of practice-based knowledge of sequence for individual awareness was focused on.A lateralized variant of the visual serial response time task (SRTT) comprising structured and random blocks was practiced in implicit conditions by 109 participants before and after 10-h retention, with explicit knowledge about covert sequence tested thereafter. Sequence learning was quantified using the normalized difference between response speed in regular and subsequent random blocks. Patterns of performance dynamics were evaluated using response speed, response variability, and error rate. Major results demonstrate that (1) All participants who became aware of the sequence (solvers), gained practice-based sequence knowledge at learning or after retention, (2) Such knowledge also was accumulated during learning by participants who remained fully unaware about covert task structure, (3) Only in explicit solvers, however, was sequence-specific learning accompanied by a prominent increase in performance variability. (4) Specific features and dynamics of performance patterns distinguished different cognitive modes of SRTT processing, each of which supported subsequent knowledge awareness.It is concluded that a behavioural precursor of sequence awareness is the combination of speeded sequence processing and increased performance variability, pointing to an interaction between implicit and explicit processing systems. These results may contribute to refine the evaluation of online and offline learning of tasks with dual structure, and to extend understanding of increased behavioral variability in both normal and pathological conditions.
topic implicit learning
Insight
explicit knowledge
serial response time task
performance variance
url http://journal.frontiersin.org/Journal/10.3389/fpsyg.2015.01957/full
work_keys_str_mv AT julianaeyordanova increasedperformancevariabilityasamarkerofimplicitexplicitinteractionsinknowledgeawareness
AT roumenekirov increasedperformancevariabilityasamarkerofimplicitexplicitinteractionsinknowledgeawareness
AT vasilekolev increasedperformancevariabilityasamarkerofimplicitexplicitinteractionsinknowledgeawareness
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