[article]
| Titre : |
Positive and negative parenting in conduct disorder with high versus low levels of callous–unemotional traits |
| Type de document : |
texte imprimé |
| Auteurs : |
Ruth PAULI, Auteur ; Peter TINO, Auteur ; Jack C. ROGERS, Auteur ; Rosalind BAKER, Auteur ; Roberta CLANTON, Auteur ; Philippa BIRCH, Auteur ; Abigail BROWN, Auteur ; Gemma DANIEL, Auteur ; Lisandra FERREIRA, Auteur ; Liam GRISLEY, Auteur ; Gregor KOHLS, Auteur ; Sarah BAUMANN, Auteur ; Anka BERNHARD, Auteur ; Anne MARTINELLI, Auteur ; Katharina ACKERMANN, Auteur ; Helen LAZARATOU, Auteur ; Foteini TSIAKOULIA, Auteur ; Panagiota BALI, Auteur ; Helena OLDENHOF, Auteur ; Lucres JANSEN, Auteur ; Areti SMARAGDI, Auteur ; Karen GONZALEZ-MADRUGA, Auteur ; Miguel Angel GONZALEZ-TORRES, Auteur ; Maider GONZALEZ DE ARTAZA-LAVESA, Auteur ; Martin STEPPAN, Auteur ; Noortje VRIENDS, Auteur ; Aitana BIGORRA, Auteur ; Reka SIKLOSI, Auteur ; Sreejita GHOSH, Auteur ; Kerstin BUNTE, Auteur ; Roberta DOCHNAL, Auteur ; Amaia HERVAS, Auteur ; Christina STADLER, Auteur ; Aranzazu FERNANDEZ-RIVAS, Auteur ; Graeme FAIRCHILD, Auteur ; Arne POPMA, Auteur ; Dimitris DIKEOS, Auteur ; Kerstin KONRAD, Auteur ; Beate HERPERTZ-DAHLMANN, Auteur ; Christine M. FREITAG, Auteur ; Pia ROTSHTEIN, Auteur ; Stephane A. DE BRITO, Auteur |
| Article en page(s) : |
p.980-991 |
| Langues : |
Anglais (eng) |
| Mots-clés : |
angle-based generalized matrix learning vector quantization callous–unemotional traits conduct disorder machine learning parenting |
| Index. décimale : |
PER Périodiques |
| Résumé : |
Less is known about the relationship between conduct disorder (CD), callous–unemotional (CU) traits, and positive and negative parenting in youth compared to early childhood. We combined traditional univariate analyses with a novel machine learning classifier (Angle-based Generalized Matrix Learning Vector Quantization) to classify youth (N = 756; 9–18 years) into typically developing (TD) or CD groups with or without elevated CU traits (CD/HCU, CD/LCU, respectively) using youth- and parent-reports of parenting behavior. At the group level, both CD/HCU and CD/LCU were associated with high negative and low positive parenting relative to TD. However, only positive parenting differed between the CD/HCU and CD/LCU groups. In classification analyses, performance was best when distinguishing CD/HCU from TD groups and poorest when distinguishing CD/HCU from CD/LCU groups. Positive and negative parenting were both relevant when distinguishing CD/HCU from TD, negative parenting was most relevant when distinguishing between CD/LCU and TD, and positive parenting was most relevant when distinguishing CD/HCU from CD/LCU groups. These findings suggest that while positive parenting distinguishes between CD/HCU and CD/LCU, negative parenting is associated with both CD subtypes. These results highlight the importance of considering multiple parenting behaviors in CD with varying levels of CU traits in late childhood/adolescence. |
| En ligne : |
http://dx.doi.org/10.1017/S0954579420000279 |
| Permalink : |
https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=457 |
in Development and Psychopathology > 33-3 (August 2021) . - p.980-991
[article] Positive and negative parenting in conduct disorder with high versus low levels of callous–unemotional traits [texte imprimé] / Ruth PAULI, Auteur ; Peter TINO, Auteur ; Jack C. ROGERS, Auteur ; Rosalind BAKER, Auteur ; Roberta CLANTON, Auteur ; Philippa BIRCH, Auteur ; Abigail BROWN, Auteur ; Gemma DANIEL, Auteur ; Lisandra FERREIRA, Auteur ; Liam GRISLEY, Auteur ; Gregor KOHLS, Auteur ; Sarah BAUMANN, Auteur ; Anka BERNHARD, Auteur ; Anne MARTINELLI, Auteur ; Katharina ACKERMANN, Auteur ; Helen LAZARATOU, Auteur ; Foteini TSIAKOULIA, Auteur ; Panagiota BALI, Auteur ; Helena OLDENHOF, Auteur ; Lucres JANSEN, Auteur ; Areti SMARAGDI, Auteur ; Karen GONZALEZ-MADRUGA, Auteur ; Miguel Angel GONZALEZ-TORRES, Auteur ; Maider GONZALEZ DE ARTAZA-LAVESA, Auteur ; Martin STEPPAN, Auteur ; Noortje VRIENDS, Auteur ; Aitana BIGORRA, Auteur ; Reka SIKLOSI, Auteur ; Sreejita GHOSH, Auteur ; Kerstin BUNTE, Auteur ; Roberta DOCHNAL, Auteur ; Amaia HERVAS, Auteur ; Christina STADLER, Auteur ; Aranzazu FERNANDEZ-RIVAS, Auteur ; Graeme FAIRCHILD, Auteur ; Arne POPMA, Auteur ; Dimitris DIKEOS, Auteur ; Kerstin KONRAD, Auteur ; Beate HERPERTZ-DAHLMANN, Auteur ; Christine M. FREITAG, Auteur ; Pia ROTSHTEIN, Auteur ; Stephane A. DE BRITO, Auteur . - p.980-991. Langues : Anglais ( eng) in Development and Psychopathology > 33-3 (August 2021) . - p.980-991
| Mots-clés : |
angle-based generalized matrix learning vector quantization callous–unemotional traits conduct disorder machine learning parenting |
| Index. décimale : |
PER Périodiques |
| Résumé : |
Less is known about the relationship between conduct disorder (CD), callous–unemotional (CU) traits, and positive and negative parenting in youth compared to early childhood. We combined traditional univariate analyses with a novel machine learning classifier (Angle-based Generalized Matrix Learning Vector Quantization) to classify youth (N = 756; 9–18 years) into typically developing (TD) or CD groups with or without elevated CU traits (CD/HCU, CD/LCU, respectively) using youth- and parent-reports of parenting behavior. At the group level, both CD/HCU and CD/LCU were associated with high negative and low positive parenting relative to TD. However, only positive parenting differed between the CD/HCU and CD/LCU groups. In classification analyses, performance was best when distinguishing CD/HCU from TD groups and poorest when distinguishing CD/HCU from CD/LCU groups. Positive and negative parenting were both relevant when distinguishing CD/HCU from TD, negative parenting was most relevant when distinguishing between CD/LCU and TD, and positive parenting was most relevant when distinguishing CD/HCU from CD/LCU groups. These findings suggest that while positive parenting distinguishes between CD/HCU and CD/LCU, negative parenting is associated with both CD subtypes. These results highlight the importance of considering multiple parenting behaviors in CD with varying levels of CU traits in late childhood/adolescence. |
| En ligne : |
http://dx.doi.org/10.1017/S0954579420000279 |
| Permalink : |
https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=457 |
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