Neural markers of error processing relate to task performance, but not to substance-related risks and problems and externalizing problems in adolescence and emerging adulthood

Detecting errors and adapting behavior accordingly constitutes an integral aspect of cognition. Previous studies have linked neural correlates of error processing (e.g., error-related negativity (ERN) and error-related positivity (Pe)) to task performance and broader behavioral constructs, but few s...

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Main Authors: Olga D. Boer, Thea Wiker, Shervin H. Bukhari, Rikka Kjelkenes, Clara M.F. Timpe, Irene Voldsbekk, Knut Skaug, Rune Boen, Valerie Karl, Torgeir Moberget, Lars T. Westlye, Ingmar H.A. Franken, Hanan El Marroun, Rene J. Huster, Christian K. Tamnes
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Developmental Cognitive Neuroscience
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Online Access:http://www.sciencedirect.com/science/article/pii/S1878929324001610
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author Olga D. Boer
Thea Wiker
Shervin H. Bukhari
Rikka Kjelkenes
Clara M.F. Timpe
Irene Voldsbekk
Knut Skaug
Rune Boen
Valerie Karl
Torgeir Moberget
Lars T. Westlye
Ingmar H.A. Franken
Hanan El Marroun
Rene J. Huster
Christian K. Tamnes
author_facet Olga D. Boer
Thea Wiker
Shervin H. Bukhari
Rikka Kjelkenes
Clara M.F. Timpe
Irene Voldsbekk
Knut Skaug
Rune Boen
Valerie Karl
Torgeir Moberget
Lars T. Westlye
Ingmar H.A. Franken
Hanan El Marroun
Rene J. Huster
Christian K. Tamnes
author_sort Olga D. Boer
collection DOAJ
description Detecting errors and adapting behavior accordingly constitutes an integral aspect of cognition. Previous studies have linked neural correlates of error processing (e.g., error-related negativity (ERN) and error-related positivity (Pe)) to task performance and broader behavioral constructs, but few studies examined how these associations manifest in adolescence. In this study, we examined neural error processing markers and their behavioral associations in an adolescent/emerging adult sample (N = 143, Mage = 18.0 years, range 11–25 years), employing a stop-signal task. Linear regressions were conducted using bootstrap resampling to explore associations between ERN/Pe peak amplitudes and latencies, stop accuracy, stop-signal reaction time (SSRT), and post-error slowing, as well as self-reported substance-related risks and problems and externalizing problems. After adjusting for age and sex, smaller frontocentral Pe amplitude and later Pe latency were associated with longer SSRT, and later Pe latency was associated with lower stop accuracy. This might indicate that the Pe, which is thought to reflect conscious error processing, reflects task performance on a response inhibition task better than the ERN, which reflects subconscious error processing. After correcting for multiple testing, there were no associations between ERN/Pe parameters and substance-related or externalizing problems, and no age interactions for these associations were detected.
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spelling doaj-art-5c087ce0b33f411fb52ca3914f179d212025-01-22T05:41:20ZengElsevierDevelopmental Cognitive Neuroscience1878-92932025-01-0171101500Neural markers of error processing relate to task performance, but not to substance-related risks and problems and externalizing problems in adolescence and emerging adulthoodOlga D. Boer0Thea Wiker1Shervin H. Bukhari2Rikka Kjelkenes3Clara M.F. Timpe4Irene Voldsbekk5Knut Skaug6Rune Boen7Valerie Karl8Torgeir Moberget9Lars T. Westlye10Ingmar H.A. Franken11Hanan El Marroun12Rene J. Huster13Christian K. Tamnes14Department of Psychology, Education and Child Studies, Erasmus School of Social and Behavioral Science, Erasmus University Rotterdam, Rotterdam 3000 DR, Netherlands; Department of Child and Adolescent Psychiatry, University Medical Center Rotterdam, Erasmus MC, Sophia Children's Hospital, Rotterdam 3000 CB, Netherlands; PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway; Correspondence to: Department of Psychology, Education and Child Studies, Erasmus University Rotterdam Mandeville Building, NetherlandsPROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway; Center for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Division of Mental Health and Substance Abuse, Diakonhjemmet Hospital, Oslo, NorwayCenter for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Multimodal Imaging and Cognitive Control Lab, Department of Psychology, University of Oslo, NorwayCenter for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Psychology, University of Oslo, Oslo, NorwayPROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway; Department of Psychology, University of Oslo, Oslo, NorwayCenter for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Division of Mental Health and Substance Abuse, Diakonhjemmet Hospital, Oslo, Norway; Department of Psychology, University of Oslo, Oslo, NorwayDepartment of Psychology, University of Oslo, Oslo, Norway; Multimodal Imaging and Cognitive Control Lab, Department of Psychology, University of Oslo, NorwayCenter for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Medical Genetics, Oslo University Hospital, Oslo, NorwayPROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway; Center for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, NorwayCenter for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Behavioural Science, Faculty of Health Sciences, Oslo Metropolitan University, OsloMet, Oslo, NorwayCenter for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Psychology, University of Oslo, Oslo, Norway; KG Jebsen Center for Neurodevelopmental Disorders, University of Oslo, NorwayDepartment of Psychology, Education and Child Studies, Erasmus School of Social and Behavioral Science, Erasmus University Rotterdam, Rotterdam 3000 DR, NetherlandsDepartment of Psychology, Education and Child Studies, Erasmus School of Social and Behavioral Science, Erasmus University Rotterdam, Rotterdam 3000 DR, Netherlands; Department of Child and Adolescent Psychiatry, University Medical Center Rotterdam, Erasmus MC, Sophia Children's Hospital, Rotterdam 3000 CB, NetherlandsDepartment of Psychology, University of Oslo, Oslo, Norway; Multimodal Imaging and Cognitive Control Lab, Department of Psychology, University of Oslo, Norway; Cognitive and Translational Neuroscience Cluster, Department of Psychology, University of Oslo, NorwayPROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway; Center for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Division of Mental Health and Substance Abuse, Diakonhjemmet Hospital, Oslo, NorwayDetecting errors and adapting behavior accordingly constitutes an integral aspect of cognition. Previous studies have linked neural correlates of error processing (e.g., error-related negativity (ERN) and error-related positivity (Pe)) to task performance and broader behavioral constructs, but few studies examined how these associations manifest in adolescence. In this study, we examined neural error processing markers and their behavioral associations in an adolescent/emerging adult sample (N = 143, Mage = 18.0 years, range 11–25 years), employing a stop-signal task. Linear regressions were conducted using bootstrap resampling to explore associations between ERN/Pe peak amplitudes and latencies, stop accuracy, stop-signal reaction time (SSRT), and post-error slowing, as well as self-reported substance-related risks and problems and externalizing problems. After adjusting for age and sex, smaller frontocentral Pe amplitude and later Pe latency were associated with longer SSRT, and later Pe latency was associated with lower stop accuracy. This might indicate that the Pe, which is thought to reflect conscious error processing, reflects task performance on a response inhibition task better than the ERN, which reflects subconscious error processing. After correcting for multiple testing, there were no associations between ERN/Pe parameters and substance-related or externalizing problems, and no age interactions for these associations were detected.http://www.sciencedirect.com/science/article/pii/S1878929324001610AdolescenceEEGERPError processingExternalizing behaviorSubstance use
spellingShingle Olga D. Boer
Thea Wiker
Shervin H. Bukhari
Rikka Kjelkenes
Clara M.F. Timpe
Irene Voldsbekk
Knut Skaug
Rune Boen
Valerie Karl
Torgeir Moberget
Lars T. Westlye
Ingmar H.A. Franken
Hanan El Marroun
Rene J. Huster
Christian K. Tamnes
Neural markers of error processing relate to task performance, but not to substance-related risks and problems and externalizing problems in adolescence and emerging adulthood
Developmental Cognitive Neuroscience
Adolescence
EEG
ERP
Error processing
Externalizing behavior
Substance use
title Neural markers of error processing relate to task performance, but not to substance-related risks and problems and externalizing problems in adolescence and emerging adulthood
title_full Neural markers of error processing relate to task performance, but not to substance-related risks and problems and externalizing problems in adolescence and emerging adulthood
title_fullStr Neural markers of error processing relate to task performance, but not to substance-related risks and problems and externalizing problems in adolescence and emerging adulthood
title_full_unstemmed Neural markers of error processing relate to task performance, but not to substance-related risks and problems and externalizing problems in adolescence and emerging adulthood
title_short Neural markers of error processing relate to task performance, but not to substance-related risks and problems and externalizing problems in adolescence and emerging adulthood
title_sort neural markers of error processing relate to task performance but not to substance related risks and problems and externalizing problems in adolescence and emerging adulthood
topic Adolescence
EEG
ERP
Error processing
Externalizing behavior
Substance use
url http://www.sciencedirect.com/science/article/pii/S1878929324001610
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