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Latent classes of emotional and behavioural problems in epidemiological and referred samples and their relations to DSM-IV diagnoses

Researchers’ interest have recently moved toward the identification of recurrent psychopathological profiles characterized by concurrent elevations on different behavioural and emotional traits. This new strategy turned to be useful in terms of diagnosis and outcome prediction. We used a person-cent...

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Autores principales: Bianchi, Valentina, Brambilla, Paolo, Garzitto, Marco, Colombo, Paola, Fornasari, Livia, Bellina, Monica, Bonivento, Carolina, Tesei, Alessandra, Piccin, Sara, Conte, Stefania, Perna, Giampaolo, Frigerio, Alessandra, Castiglioni, Isabella, Fabbro, Franco, Molteni, Massimo, Nobile, Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5394137/
https://www.ncbi.nlm.nih.gov/pubmed/27844161
http://dx.doi.org/10.1007/s00787-016-0918-2
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author Bianchi, Valentina
Brambilla, Paolo
Garzitto, Marco
Colombo, Paola
Fornasari, Livia
Bellina, Monica
Bonivento, Carolina
Tesei, Alessandra
Piccin, Sara
Conte, Stefania
Perna, Giampaolo
Frigerio, Alessandra
Castiglioni, Isabella
Fabbro, Franco
Molteni, Massimo
Nobile, Maria
author_facet Bianchi, Valentina
Brambilla, Paolo
Garzitto, Marco
Colombo, Paola
Fornasari, Livia
Bellina, Monica
Bonivento, Carolina
Tesei, Alessandra
Piccin, Sara
Conte, Stefania
Perna, Giampaolo
Frigerio, Alessandra
Castiglioni, Isabella
Fabbro, Franco
Molteni, Massimo
Nobile, Maria
author_sort Bianchi, Valentina
collection PubMed
description Researchers’ interest have recently moved toward the identification of recurrent psychopathological profiles characterized by concurrent elevations on different behavioural and emotional traits. This new strategy turned to be useful in terms of diagnosis and outcome prediction. We used a person-centred statistical approach to examine whether different groups could be identified in a referred sample and in a general-population sample of children and adolescents, and we investigated their relation to DSM-IV diagnoses. A latent class analysis (LCA) was performed on the Child Behaviour Checklist (CBCL) syndrome scales of the referred sample (N = 1225), of the general-population sample (N = 3418), and of the total sample. Models estimating 1-class through 5-class solutions were compared and agreement in the classification of subjects was evaluated. Chi square analyses, a logistic regression, and a multinomial logistic regression analysis were used to investigate the relations between classes and diagnoses. In the two samples and in the total sample, the best-fitting models were 4-class solutions. The identified classes were Internalizing Problems (15.68%), Severe Dysregulated (7.82%), Attention/Hyperactivity (10.19%), and Low Problems (66.32%). Subsequent analyses indicated a significant relationship between diagnoses and classes as well as a main association between the severe dysregulated class and comorbidity. Our data suggested the presence of four different psychopathological profiles related to different outcomes in terms of psychopathological diagnoses. In particular, our results underline the presence of a profile characterized by severe emotional and behavioural dysregulation that is mostly associated with the presence of multiple diagnosis.
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spelling pubmed-53941372017-05-03 Latent classes of emotional and behavioural problems in epidemiological and referred samples and their relations to DSM-IV diagnoses Bianchi, Valentina Brambilla, Paolo Garzitto, Marco Colombo, Paola Fornasari, Livia Bellina, Monica Bonivento, Carolina Tesei, Alessandra Piccin, Sara Conte, Stefania Perna, Giampaolo Frigerio, Alessandra Castiglioni, Isabella Fabbro, Franco Molteni, Massimo Nobile, Maria Eur Child Adolesc Psychiatry Original Contribution Researchers’ interest have recently moved toward the identification of recurrent psychopathological profiles characterized by concurrent elevations on different behavioural and emotional traits. This new strategy turned to be useful in terms of diagnosis and outcome prediction. We used a person-centred statistical approach to examine whether different groups could be identified in a referred sample and in a general-population sample of children and adolescents, and we investigated their relation to DSM-IV diagnoses. A latent class analysis (LCA) was performed on the Child Behaviour Checklist (CBCL) syndrome scales of the referred sample (N = 1225), of the general-population sample (N = 3418), and of the total sample. Models estimating 1-class through 5-class solutions were compared and agreement in the classification of subjects was evaluated. Chi square analyses, a logistic regression, and a multinomial logistic regression analysis were used to investigate the relations between classes and diagnoses. In the two samples and in the total sample, the best-fitting models were 4-class solutions. The identified classes were Internalizing Problems (15.68%), Severe Dysregulated (7.82%), Attention/Hyperactivity (10.19%), and Low Problems (66.32%). Subsequent analyses indicated a significant relationship between diagnoses and classes as well as a main association between the severe dysregulated class and comorbidity. Our data suggested the presence of four different psychopathological profiles related to different outcomes in terms of psychopathological diagnoses. In particular, our results underline the presence of a profile characterized by severe emotional and behavioural dysregulation that is mostly associated with the presence of multiple diagnosis. Springer Berlin Heidelberg 2016-11-14 2017 /pmc/articles/PMC5394137/ /pubmed/27844161 http://dx.doi.org/10.1007/s00787-016-0918-2 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Contribution
Bianchi, Valentina
Brambilla, Paolo
Garzitto, Marco
Colombo, Paola
Fornasari, Livia
Bellina, Monica
Bonivento, Carolina
Tesei, Alessandra
Piccin, Sara
Conte, Stefania
Perna, Giampaolo
Frigerio, Alessandra
Castiglioni, Isabella
Fabbro, Franco
Molteni, Massimo
Nobile, Maria
Latent classes of emotional and behavioural problems in epidemiological and referred samples and their relations to DSM-IV diagnoses
title Latent classes of emotional and behavioural problems in epidemiological and referred samples and their relations to DSM-IV diagnoses
title_full Latent classes of emotional and behavioural problems in epidemiological and referred samples and their relations to DSM-IV diagnoses
title_fullStr Latent classes of emotional and behavioural problems in epidemiological and referred samples and their relations to DSM-IV diagnoses
title_full_unstemmed Latent classes of emotional and behavioural problems in epidemiological and referred samples and their relations to DSM-IV diagnoses
title_short Latent classes of emotional and behavioural problems in epidemiological and referred samples and their relations to DSM-IV diagnoses
title_sort latent classes of emotional and behavioural problems in epidemiological and referred samples and their relations to dsm-iv diagnoses
topic Original Contribution
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5394137/
https://www.ncbi.nlm.nih.gov/pubmed/27844161
http://dx.doi.org/10.1007/s00787-016-0918-2
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