Joint developmental trajectories of internalizing and externalizing disorders between childhood and adolescence
This study sought to identify trajectories of DSM-IV based internalizing (INT) and externalizing (EXT) problem scores across childhood and adolescence and to provide insight into the comorbidity by modeling the co-occurrence of INT and EXT trajectories. INT and EXT were measured repeatedly between a...
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Veröffentlicht in: | Development and psychopathology 2017-08, Vol.29 (3), p.919-928 |
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creator | Nivard, Michel G. Lubke, Gitta H. Dolan, Conor V. Evans, David M. St. Pourcain, Beate Munafò, Marcus R. Middeldorp, Christel M. |
description | This study sought to identify trajectories of DSM-IV based internalizing (INT) and externalizing (EXT) problem scores across childhood and adolescence and to provide insight into the comorbidity by modeling the co-occurrence of INT and EXT trajectories. INT and EXT were measured repeatedly between age 7 and age 15 years in over 7,000 children and analyzed using growth mixture models. Five trajectories were identified for both INT and EXT, including very low, low, decreasing, and increasing trajectories. In addition, an adolescent onset trajectory was identified for INT and a stable high trajectory was identified for EXT. Multinomial regression showed that similar EXT and INT trajectories were associated. However, the adolescent onset INT trajectory was independent of high EXT trajectories, and persisting EXT was mainly associated with decreasing INT. Sex and early life environmental risk factors predicted EXT and, to a lesser extent, INT trajectories. The association between trajectories indicates the need to consider comorbidity when a child presents with INT or EXT disorders, particularly when symptoms start early. This is less necessary when INT symptoms start at adolescence. Future studies should investigate the etiology of co-occurring INT and EXT and the specific treatment needs of these severely affected children. |
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INT and EXT were measured repeatedly between age 7 and age 15 years in over 7,000 children and analyzed using growth mixture models. Five trajectories were identified for both INT and EXT, including very low, low, decreasing, and increasing trajectories. In addition, an adolescent onset trajectory was identified for INT and a stable high trajectory was identified for EXT. Multinomial regression showed that similar EXT and INT trajectories were associated. However, the adolescent onset INT trajectory was independent of high EXT trajectories, and persisting EXT was mainly associated with decreasing INT. Sex and early life environmental risk factors predicted EXT and, to a lesser extent, INT trajectories. The association between trajectories indicates the need to consider comorbidity when a child presents with INT or EXT disorders, particularly when symptoms start early. This is less necessary when INT symptoms start at adolescence. Future studies should investigate the etiology of co-occurring INT and EXT and the specific treatment needs of these severely affected children.</description><identifier>ISSN: 0954-5794</identifier><identifier>EISSN: 1469-2198</identifier><identifier>DOI: 10.1017/S0954579416000572</identifier><identifier>PMID: 27427290</identifier><language>eng</language><publisher>New York, USA: Cambridge University Press</publisher><subject>Adolescence ; Adolescent ; Adolescents ; Age ; Anxiety - diagnosis ; Anxiety - psychology ; Attention deficit hyperactivity disorder ; Child ; Child & adolescent psychiatry ; Child development ; Child Development - physiology ; Childhood ; Children ; Comorbidity ; Defense Mechanisms ; Depression - diagnosis ; Depression - psychology ; Etiology ; Female ; Humans ; Male ; Maternal Age ; Mental Disorders - diagnosis ; Mental Disorders - psychology ; Psychology ; Psychopathology ; Regular Articles ; Risk factors ; Studies ; Teenagers</subject><ispartof>Development and psychopathology, 2017-08, Vol.29 (3), p.919-928</ispartof><rights>Copyright © Cambridge University Press 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c416t-3a10868986e9ab437f0c17aca2c097634190bc39b167a4ba064806cbebc37f313</citedby><cites>FETCH-LOGICAL-c416t-3a10868986e9ab437f0c17aca2c097634190bc39b167a4ba064806cbebc37f313</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.cambridge.org/core/product/identifier/S0954579416000572/type/journal_article$$EHTML$$P50$$Gcambridge$$H</linktohtml><link.rule.ids>164,314,776,780,27901,27902,55603</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27427290$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Nivard, Michel G.</creatorcontrib><creatorcontrib>Lubke, Gitta H.</creatorcontrib><creatorcontrib>Dolan, Conor V.</creatorcontrib><creatorcontrib>Evans, David M.</creatorcontrib><creatorcontrib>St. Pourcain, Beate</creatorcontrib><creatorcontrib>Munafò, Marcus R.</creatorcontrib><creatorcontrib>Middeldorp, Christel M.</creatorcontrib><title>Joint developmental trajectories of internalizing and externalizing disorders between childhood and adolescence</title><title>Development and psychopathology</title><addtitle>Dev Psychopathol</addtitle><description>This study sought to identify trajectories of DSM-IV based internalizing (INT) and externalizing (EXT) problem scores across childhood and adolescence and to provide insight into the comorbidity by modeling the co-occurrence of INT and EXT trajectories. INT and EXT were measured repeatedly between age 7 and age 15 years in over 7,000 children and analyzed using growth mixture models. Five trajectories were identified for both INT and EXT, including very low, low, decreasing, and increasing trajectories. In addition, an adolescent onset trajectory was identified for INT and a stable high trajectory was identified for EXT. Multinomial regression showed that similar EXT and INT trajectories were associated. However, the adolescent onset INT trajectory was independent of high EXT trajectories, and persisting EXT was mainly associated with decreasing INT. Sex and early life environmental risk factors predicted EXT and, to a lesser extent, INT trajectories. The association between trajectories indicates the need to consider comorbidity when a child presents with INT or EXT disorders, particularly when symptoms start early. This is less necessary when INT symptoms start at adolescence. Future studies should investigate the etiology of co-occurring INT and EXT and the specific treatment needs of these severely affected children.</description><subject>Adolescence</subject><subject>Adolescent</subject><subject>Adolescents</subject><subject>Age</subject><subject>Anxiety - diagnosis</subject><subject>Anxiety - psychology</subject><subject>Attention deficit hyperactivity disorder</subject><subject>Child</subject><subject>Child & adolescent psychiatry</subject><subject>Child development</subject><subject>Child Development - physiology</subject><subject>Childhood</subject><subject>Children</subject><subject>Comorbidity</subject><subject>Defense Mechanisms</subject><subject>Depression - diagnosis</subject><subject>Depression - psychology</subject><subject>Etiology</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Maternal Age</subject><subject>Mental Disorders - diagnosis</subject><subject>Mental Disorders - psychology</subject><subject>Psychology</subject><subject>Psychopathology</subject><subject>Regular Articles</subject><subject>Risk factors</subject><subject>Studies</subject><subject>Teenagers</subject><issn>0954-5794</issn><issn>1469-2198</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>BENPR</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNp1kUtPwzAMgCMEYmPwA7igSly4FJImTZojmnhqEgfgXKWJu2Vqm5G0vH49LRsIgThZsj9_jmOEDgk-JZiIs3ssU5YKyQjHGKci2UJjwriMEyKzbTQeyvFQH6G9EJYDQ1m6i0aJYIlIJB4jd-ts00YGnqFyqxqaVlVR69USdOu8hRC5MuoJ8I2q7Ltt5pFqTASvPzPGBucN-BAV0L4ANJFe2MosnDOftDKugqCh0bCPdkpVBTjYxAl6vLx4mF7Hs7urm-n5LNb9Mm1MFcEZz2TGQaqCUVFiTYTSKtFYCk4ZkbjQVBaEC8UKhTnLMNcF9ElRUkIn6GTtXXn31EFo89r2L6gq1YDrQk6yhIuECS579PgXunTdsFxPSZKlKcV4EJI1pb0LwUOZr7ytlX_LCc6Ha-R_rtH3HG3MXVGD-e74-v4eoBupqgtvzRx-zP5X-wGOzZVa</recordid><startdate>201708</startdate><enddate>201708</enddate><creator>Nivard, Michel G.</creator><creator>Lubke, Gitta H.</creator><creator>Dolan, Conor V.</creator><creator>Evans, David M.</creator><creator>St. Pourcain, Beate</creator><creator>Munafò, Marcus R.</creator><creator>Middeldorp, Christel M.</creator><general>Cambridge University Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>0-V</scope><scope>3V.</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8AM</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ALSLI</scope><scope>AN0</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGRYB</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K7.</scope><scope>K9.</scope><scope>M0O</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope></search><sort><creationdate>201708</creationdate><title>Joint developmental trajectories of internalizing and externalizing disorders between childhood and adolescence</title><author>Nivard, Michel G. ; Lubke, Gitta H. ; Dolan, Conor V. ; Evans, David M. ; St. Pourcain, Beate ; Munafò, Marcus R. ; Middeldorp, Christel M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c416t-3a10868986e9ab437f0c17aca2c097634190bc39b167a4ba064806cbebc37f313</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adolescence</topic><topic>Adolescent</topic><topic>Adolescents</topic><topic>Age</topic><topic>Anxiety - diagnosis</topic><topic>Anxiety - psychology</topic><topic>Attention deficit hyperactivity disorder</topic><topic>Child</topic><topic>Child & adolescent psychiatry</topic><topic>Child development</topic><topic>Child Development - physiology</topic><topic>Childhood</topic><topic>Children</topic><topic>Comorbidity</topic><topic>Defense Mechanisms</topic><topic>Depression - diagnosis</topic><topic>Depression - psychology</topic><topic>Etiology</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Maternal Age</topic><topic>Mental Disorders - diagnosis</topic><topic>Mental Disorders - psychology</topic><topic>Psychology</topic><topic>Psychopathology</topic><topic>Regular Articles</topic><topic>Risk factors</topic><topic>Studies</topic><topic>Teenagers</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nivard, Michel G.</creatorcontrib><creatorcontrib>Lubke, Gitta H.</creatorcontrib><creatorcontrib>Dolan, Conor V.</creatorcontrib><creatorcontrib>Evans, David M.</creatorcontrib><creatorcontrib>St. Pourcain, Beate</creatorcontrib><creatorcontrib>Munafò, Marcus R.</creatorcontrib><creatorcontrib>Middeldorp, Christel M.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Social Sciences Premium Collection</collection><collection>ProQuest Central (Corporate)</collection><collection>Neurosciences Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>Criminal Justice Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Social Science Premium Collection</collection><collection>British Nursing Database</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Criminology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest Criminal Justice (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Criminal Justice Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest Psychology</collection><collection>Research Library</collection><collection>Research Library (Corporate)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><jtitle>Development and psychopathology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nivard, Michel G.</au><au>Lubke, Gitta H.</au><au>Dolan, Conor V.</au><au>Evans, David M.</au><au>St. Pourcain, Beate</au><au>Munafò, Marcus R.</au><au>Middeldorp, Christel M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Joint developmental trajectories of internalizing and externalizing disorders between childhood and adolescence</atitle><jtitle>Development and psychopathology</jtitle><addtitle>Dev Psychopathol</addtitle><date>2017-08</date><risdate>2017</risdate><volume>29</volume><issue>3</issue><spage>919</spage><epage>928</epage><pages>919-928</pages><issn>0954-5794</issn><eissn>1469-2198</eissn><abstract>This study sought to identify trajectories of DSM-IV based internalizing (INT) and externalizing (EXT) problem scores across childhood and adolescence and to provide insight into the comorbidity by modeling the co-occurrence of INT and EXT trajectories. INT and EXT were measured repeatedly between age 7 and age 15 years in over 7,000 children and analyzed using growth mixture models. Five trajectories were identified for both INT and EXT, including very low, low, decreasing, and increasing trajectories. In addition, an adolescent onset trajectory was identified for INT and a stable high trajectory was identified for EXT. Multinomial regression showed that similar EXT and INT trajectories were associated. However, the adolescent onset INT trajectory was independent of high EXT trajectories, and persisting EXT was mainly associated with decreasing INT. Sex and early life environmental risk factors predicted EXT and, to a lesser extent, INT trajectories. The association between trajectories indicates the need to consider comorbidity when a child presents with INT or EXT disorders, particularly when symptoms start early. This is less necessary when INT symptoms start at adolescence. Future studies should investigate the etiology of co-occurring INT and EXT and the specific treatment needs of these severely affected children.</abstract><cop>New York, USA</cop><pub>Cambridge University Press</pub><pmid>27427290</pmid><doi>10.1017/S0954579416000572</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adolescence Adolescent Adolescents Age Anxiety - diagnosis Anxiety - psychology Attention deficit hyperactivity disorder Child Child & adolescent psychiatry Child development Child Development - physiology Childhood Children Comorbidity Defense Mechanisms Depression - diagnosis Depression - psychology Etiology Female Humans Male Maternal Age Mental Disorders - diagnosis Mental Disorders - psychology Psychology Psychopathology Regular Articles Risk factors Studies Teenagers |
title | Joint developmental trajectories of internalizing and externalizing disorders between childhood and adolescence |
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