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Instrumental learning and behavioral persistence in children with attention-deficit/hyperactivity-disorder: does reinforcement frequency matter?
Prominent theoretical accounts of attention-deficit/hyperactivity-disorder (ADHD) hypothesize that reinforcement learning deficits underlie symptoms of ADHD. The Dynamic Developmental Theory and the Dopamine Transfer Deficit hypothesis assume impairments in both the acquisition and extinction of beh...
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Published in: | Journal of child psychology and psychiatry 2023-11, Vol.64 (11), p.1631-1640 |
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container_title | Journal of child psychology and psychiatry |
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creator | Hulsbosch, An-Katrien Beckers, Tom De Meyer, Hasse Danckaerts, Marina Van Liefferinge, Dagmar Tripp, Gail Van der Oord, Saskia |
description | Prominent theoretical accounts of attention-deficit/hyperactivity-disorder (ADHD) hypothesize that reinforcement learning deficits underlie symptoms of ADHD. The Dynamic Developmental Theory and the Dopamine Transfer Deficit hypothesis assume impairments in both the acquisition and extinction of behavior, especially when learning occurs under partial (non-continuous) reinforcement, and subsequently the Partial Reinforcement Extinction Effect (PREE). Few studies have evaluated instrumental learning in ADHD and the results are inconsistent. The current study investigates instrumental learning under partial and continuous reinforcement schedules and subsequent behavioral persistence when reinforcement is withheld (extinction) in children with and without ADHD.
Large well-defined samples of children with ADHD (n = 93) and typically developing (TD) children (n = 73) completed a simple instrumental learning task. The children completed acquisition under continuous (100%) or partial (20%) reinforcement, followed by a 4-min extinction phase. Two-way (diagnosis by condition) ANOVAs evaluated responses needed to reach the learning criterion during acquisition, and target and total responses during extinction.
Children with ADHD required more trials to reach criterion compared to TD children under both continuous and partial reinforcement. After partial reinforcement, children with ADHD executed fewer target responses during extinction than TD children. Children with ADHD executed more responses than TD children during extinction, irrespective of learning condition.
The findings demonstrate general difficulties in instrumental learning in ADHD, that is, slower learning irrespective of reinforcement schedule. They also show faster extinction following learning under partial reinforcement in those with ADHD, that is, a diminished PREE. Children with ADHD executed more responses during extinction. Results are theoretically important, with clinical implications for understanding and managing learning difficulties in those with ADHD, as they suggest poorer reinforcement learning and lower behavioral persistence. |
doi_str_mv | 10.1111/jcpp.13805 |
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Large well-defined samples of children with ADHD (n = 93) and typically developing (TD) children (n = 73) completed a simple instrumental learning task. The children completed acquisition under continuous (100%) or partial (20%) reinforcement, followed by a 4-min extinction phase. Two-way (diagnosis by condition) ANOVAs evaluated responses needed to reach the learning criterion during acquisition, and target and total responses during extinction.
Children with ADHD required more trials to reach criterion compared to TD children under both continuous and partial reinforcement. After partial reinforcement, children with ADHD executed fewer target responses during extinction than TD children. Children with ADHD executed more responses than TD children during extinction, irrespective of learning condition.
The findings demonstrate general difficulties in instrumental learning in ADHD, that is, slower learning irrespective of reinforcement schedule. They also show faster extinction following learning under partial reinforcement in those with ADHD, that is, a diminished PREE. Children with ADHD executed more responses during extinction. Results are theoretically important, with clinical implications for understanding and managing learning difficulties in those with ADHD, as they suggest poorer reinforcement learning and lower behavioral persistence.</description><identifier>ISSN: 0021-9630</identifier><identifier>EISSN: 1469-7610</identifier><identifier>DOI: 10.1111/jcpp.13805</identifier><identifier>PMID: 37040877</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>Acquisition ; Attention deficit hyperactivity disorder ; Behavior ; Children ; Dopamine ; Extinction ; Extinction (Learning) ; Instrumental learning ; Learning disabilities ; Learning Problems ; Medical diagnosis ; Persistence ; Reinforcement</subject><ispartof>Journal of child psychology and psychiatry, 2023-11, Vol.64 (11), p.1631-1640</ispartof><rights>2023 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for Child and Adolescent Mental Health.</rights><rights>2023. This article is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c395t-dcc814668dfbfed06c1c0cd7aab491dc9d9f856ab70f75bd44c59bc4227478a3</citedby><cites>FETCH-LOGICAL-c395t-dcc814668dfbfed06c1c0cd7aab491dc9d9f856ab70f75bd44c59bc4227478a3</cites><orcidid>0000-0003-2771-0187 ; 0000-0001-9070-4949 ; 0000-0002-3622-4714</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924,30998</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37040877$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hulsbosch, An-Katrien</creatorcontrib><creatorcontrib>Beckers, Tom</creatorcontrib><creatorcontrib>De Meyer, Hasse</creatorcontrib><creatorcontrib>Danckaerts, Marina</creatorcontrib><creatorcontrib>Van Liefferinge, Dagmar</creatorcontrib><creatorcontrib>Tripp, Gail</creatorcontrib><creatorcontrib>Van der Oord, Saskia</creatorcontrib><title>Instrumental learning and behavioral persistence in children with attention-deficit/hyperactivity-disorder: does reinforcement frequency matter?</title><title>Journal of child psychology and psychiatry</title><addtitle>J Child Psychol Psychiatry</addtitle><description>Prominent theoretical accounts of attention-deficit/hyperactivity-disorder (ADHD) hypothesize that reinforcement learning deficits underlie symptoms of ADHD. The Dynamic Developmental Theory and the Dopamine Transfer Deficit hypothesis assume impairments in both the acquisition and extinction of behavior, especially when learning occurs under partial (non-continuous) reinforcement, and subsequently the Partial Reinforcement Extinction Effect (PREE). Few studies have evaluated instrumental learning in ADHD and the results are inconsistent. The current study investigates instrumental learning under partial and continuous reinforcement schedules and subsequent behavioral persistence when reinforcement is withheld (extinction) in children with and without ADHD.
Large well-defined samples of children with ADHD (n = 93) and typically developing (TD) children (n = 73) completed a simple instrumental learning task. The children completed acquisition under continuous (100%) or partial (20%) reinforcement, followed by a 4-min extinction phase. Two-way (diagnosis by condition) ANOVAs evaluated responses needed to reach the learning criterion during acquisition, and target and total responses during extinction.
Children with ADHD required more trials to reach criterion compared to TD children under both continuous and partial reinforcement. After partial reinforcement, children with ADHD executed fewer target responses during extinction than TD children. Children with ADHD executed more responses than TD children during extinction, irrespective of learning condition.
The findings demonstrate general difficulties in instrumental learning in ADHD, that is, slower learning irrespective of reinforcement schedule. They also show faster extinction following learning under partial reinforcement in those with ADHD, that is, a diminished PREE. Children with ADHD executed more responses during extinction. Results are theoretically important, with clinical implications for understanding and managing learning difficulties in those with ADHD, as they suggest poorer reinforcement learning and lower behavioral persistence.</description><subject>Acquisition</subject><subject>Attention deficit hyperactivity disorder</subject><subject>Behavior</subject><subject>Children</subject><subject>Dopamine</subject><subject>Extinction</subject><subject>Extinction (Learning)</subject><subject>Instrumental learning</subject><subject>Learning disabilities</subject><subject>Learning Problems</subject><subject>Medical diagnosis</subject><subject>Persistence</subject><subject>Reinforcement</subject><issn>0021-9630</issn><issn>1469-7610</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>7QJ</sourceid><recordid>eNpdkc9u1DAQxi0EokvhwgMgS1wQUtpx7MQOlwpV_KlUiUvvkWOPWa8SO9hO0b4Fj4yXFg7MZaSZ33wzo4-Q1wwuWI3Lg1nXC8YVdE_Ijol-aGTP4CnZAbSsGXoOZ-RFzgcA6HmnnpMzLkGAknJHft2EXNK2YCh6pjPqFHz4TnWwdMK9vvcx1fqKKftcMBikPlCz97NNGOhPX_ZUl9ooPobGovPGl8v9sQ5oU_y9L8fG-hyTxfSB2oiZJvTBxWTwtJO6hD-2qnuky0knXb0kz5yeM756zOfk7vOnu-uvze23LzfXH28bw4euNNYYVV_tlXWTQwu9YQaMlVpPYmDWDHZwquv1JMHJbrJCmG6YjGhbKaTS_Jy8e5BdU6wH5DIuPhucZx0wbnlsFQATEkBV9O1_6CFuKdTjKiU5G2QreKXeP1AmxZwTunFNftHpODIYTzaNJ5vGPzZV-M2j5DYtaP-hf33hvwGbQZK_</recordid><startdate>20231101</startdate><enddate>20231101</enddate><creator>Hulsbosch, An-Katrien</creator><creator>Beckers, Tom</creator><creator>De Meyer, Hasse</creator><creator>Danckaerts, Marina</creator><creator>Van Liefferinge, Dagmar</creator><creator>Tripp, Gail</creator><creator>Van der Oord, Saskia</creator><general>Blackwell Publishing Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QJ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2771-0187</orcidid><orcidid>https://orcid.org/0000-0001-9070-4949</orcidid><orcidid>https://orcid.org/0000-0002-3622-4714</orcidid></search><sort><creationdate>20231101</creationdate><title>Instrumental learning and behavioral persistence in children with attention-deficit/hyperactivity-disorder: does reinforcement frequency matter?</title><author>Hulsbosch, An-Katrien ; Beckers, Tom ; De Meyer, Hasse ; Danckaerts, Marina ; Van Liefferinge, Dagmar ; Tripp, Gail ; Van der Oord, Saskia</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c395t-dcc814668dfbfed06c1c0cd7aab491dc9d9f856ab70f75bd44c59bc4227478a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Acquisition</topic><topic>Attention deficit hyperactivity disorder</topic><topic>Behavior</topic><topic>Children</topic><topic>Dopamine</topic><topic>Extinction</topic><topic>Extinction (Learning)</topic><topic>Instrumental learning</topic><topic>Learning disabilities</topic><topic>Learning Problems</topic><topic>Medical diagnosis</topic><topic>Persistence</topic><topic>Reinforcement</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hulsbosch, An-Katrien</creatorcontrib><creatorcontrib>Beckers, Tom</creatorcontrib><creatorcontrib>De Meyer, Hasse</creatorcontrib><creatorcontrib>Danckaerts, Marina</creatorcontrib><creatorcontrib>Van Liefferinge, Dagmar</creatorcontrib><creatorcontrib>Tripp, Gail</creatorcontrib><creatorcontrib>Van der Oord, Saskia</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of child psychology and psychiatry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hulsbosch, An-Katrien</au><au>Beckers, Tom</au><au>De Meyer, Hasse</au><au>Danckaerts, Marina</au><au>Van Liefferinge, Dagmar</au><au>Tripp, Gail</au><au>Van der Oord, Saskia</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Instrumental learning and behavioral persistence in children with attention-deficit/hyperactivity-disorder: does reinforcement frequency matter?</atitle><jtitle>Journal of child psychology and psychiatry</jtitle><addtitle>J Child Psychol Psychiatry</addtitle><date>2023-11-01</date><risdate>2023</risdate><volume>64</volume><issue>11</issue><spage>1631</spage><epage>1640</epage><pages>1631-1640</pages><issn>0021-9630</issn><eissn>1469-7610</eissn><abstract>Prominent theoretical accounts of attention-deficit/hyperactivity-disorder (ADHD) hypothesize that reinforcement learning deficits underlie symptoms of ADHD. The Dynamic Developmental Theory and the Dopamine Transfer Deficit hypothesis assume impairments in both the acquisition and extinction of behavior, especially when learning occurs under partial (non-continuous) reinforcement, and subsequently the Partial Reinforcement Extinction Effect (PREE). Few studies have evaluated instrumental learning in ADHD and the results are inconsistent. The current study investigates instrumental learning under partial and continuous reinforcement schedules and subsequent behavioral persistence when reinforcement is withheld (extinction) in children with and without ADHD.
Large well-defined samples of children with ADHD (n = 93) and typically developing (TD) children (n = 73) completed a simple instrumental learning task. The children completed acquisition under continuous (100%) or partial (20%) reinforcement, followed by a 4-min extinction phase. Two-way (diagnosis by condition) ANOVAs evaluated responses needed to reach the learning criterion during acquisition, and target and total responses during extinction.
Children with ADHD required more trials to reach criterion compared to TD children under both continuous and partial reinforcement. After partial reinforcement, children with ADHD executed fewer target responses during extinction than TD children. Children with ADHD executed more responses than TD children during extinction, irrespective of learning condition.
The findings demonstrate general difficulties in instrumental learning in ADHD, that is, slower learning irrespective of reinforcement schedule. They also show faster extinction following learning under partial reinforcement in those with ADHD, that is, a diminished PREE. Children with ADHD executed more responses during extinction. Results are theoretically important, with clinical implications for understanding and managing learning difficulties in those with ADHD, as they suggest poorer reinforcement learning and lower behavioral persistence.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>37040877</pmid><doi>10.1111/jcpp.13805</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-2771-0187</orcidid><orcidid>https://orcid.org/0000-0001-9070-4949</orcidid><orcidid>https://orcid.org/0000-0002-3622-4714</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Acquisition Attention deficit hyperactivity disorder Behavior Children Dopamine Extinction Extinction (Learning) Instrumental learning Learning disabilities Learning Problems Medical diagnosis Persistence Reinforcement |
title | Instrumental learning and behavioral persistence in children with attention-deficit/hyperactivity-disorder: does reinforcement frequency matter? |
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