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Gepubliceerd in: Research on Child and Adolescent Psychopathology 4/2020

03-01-2020

Conceptualizing Callous-Unemotional Traits in Preschool through Confirmatory Factor and Network Analysis

Auteurs: Pevitr S. Bansal, Patrick K. Goh, Christine A. Lee, Michelle M. Martel

Gepubliceerd in: Research on Child and Adolescent Psychopathology | Uitgave 4/2020

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Abstract

Callous – unemotional (CU) traits are a key factor in understanding the persistence and severity of conduct problems. Most research has used confirmatory factor analysis (CFA) to examine the structure of CU traits; however, most CFA models have yielded marginally acceptable fit, and little research has examined the structure of CU traits in preschool. This gap highlights the need for a more nuanced approach in understanding the structure of CU traits during preschool via statistical examination of inter – item relationships (i.e., network analysis). Therefore, the current study used both CFA and network analysis in a sample of 104 preschool children (M age = 4.76). CFA results best supported a two – factor structure of the ICU, comprised of callous and uncaring factors, using 12 of the original 24 items from the ICU, although fit was only marginally acceptable. Network community analyses identified four clusters of items characterized as Uncaring, Lack of Remorse, Unconcerned, and Callous. Items identified as most central to the network were: Does not care who he/she hurts to get what they want, Does not care if he/she is in trouble, and Seems very cold and uncaring. Overall, network analysis suggests several important potential refinements to CU structure including possible alternative factor models which merit consideration in future work. In addition, the identified central items could be useful for screening.
Literatuur
go back to reference American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Washington, DC: American Psychiatric Association.CrossRef American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Washington, DC: American Psychiatric Association.CrossRef
go back to reference Barkley, R. A., & Murphy, K. R. (2006). Attention-deficit hyperactivity disorder: A clinical workbook (3rd ed.). New York: The Guilford Press. Barkley, R. A., & Murphy, K. R. (2006). Attention-deficit hyperactivity disorder: A clinical workbook (3rd ed.). New York: The Guilford Press.
go back to reference Cramer, A. O. J., Waldorp, L. J., van der Maas, H. L. J., & Borsboom, D. (2010). Complex realities require complex theories: Refining and extending the network approach to mental disorders. Behavioral and Brain Sciences, 33(2–3), 178–193.CrossRef Cramer, A. O. J., Waldorp, L. J., van der Maas, H. L. J., & Borsboom, D. (2010). Complex realities require complex theories: Refining and extending the network approach to mental disorders. Behavioral and Brain Sciences, 33(2–3), 178–193.CrossRef
go back to reference Cramer, A. O. J., van der Sluis, S., Noordhof, A., Wichers, M., Geschwind, N., Aggen, S. H., et al. (2012). Measurable like temperature or mereological like flocking? On the nature of personality traits. European Journal of Personality, 26, 451–459. https://doi.org/10.1002/per.1879.CrossRef Cramer, A. O. J., van der Sluis, S., Noordhof, A., Wichers, M., Geschwind, N., Aggen, S. H., et al. (2012). Measurable like temperature or mereological like flocking? On the nature of personality traits. European Journal of Personality, 26, 451–459. https://​doi.​org/​10.​1002/​per.​1879.CrossRef
go back to reference Csardi, G., & Nepusz, T. (2006). The igraph software package for complex network research. International Journal of Complex Systems, 1695(5), 1-9. Csardi, G., & Nepusz, T. (2006). The igraph software package for complex network research. International Journal of Complex Systems, 1695(5), 1-9.
go back to reference Epskamp, S., & Fried, E. I. (2018). A tutorial on regularized partial correlation networks. Psychological Methods, 23(4), 617–634.CrossRefPubMed Epskamp, S., & Fried, E. I. (2018). A tutorial on regularized partial correlation networks. Psychological Methods, 23(4), 617–634.CrossRefPubMed
go back to reference Epskamp, S., Cramer, A. O. J., Waldorp, L. J., Schmittman, V. D., & Borsboom, D. (2012). Qgraph: Network visualizations of relationships in psychometric data. Journal of Statistical Software, 48(4), 33–36.CrossRef Epskamp, S., Cramer, A. O. J., Waldorp, L. J., Schmittman, V. D., & Borsboom, D. (2012). Qgraph: Network visualizations of relationships in psychometric data. Journal of Statistical Software, 48(4), 33–36.CrossRef
go back to reference Foygel, R., & Drton, M. (2010). Extended bayesian information criteria for gaussian graphical models. Advances in Neural Information Processing Systems, 23, 604–612. Foygel, R., & Drton, M. (2010). Extended bayesian information criteria for gaussian graphical models. Advances in Neural Information Processing Systems, 23, 604–612.
go back to reference Frick, P. J. (2004). The inventory of callous-unemotional traits. The University of New Orleans: Unpublished rating scale. Frick, P. J. (2004). The inventory of callous-unemotional traits. The University of New Orleans: Unpublished rating scale.
go back to reference Frick, P. J., Ray, J. V., Thornton, L. C., & Kahn, R. E. (2014). Can callous-unemotional traits enhance the understanding, diagnosis, and treatment of serious conduct problems in children and adolescents? A comprehensive review. Psychological Bulletin, 140(1), 1–57. https://doi.org/10.1037/a0033076.CrossRefPubMed Frick, P. J., Ray, J. V., Thornton, L. C., & Kahn, R. E. (2014). Can callous-unemotional traits enhance the understanding, diagnosis, and treatment of serious conduct problems in children and adolescents? A comprehensive review. Psychological Bulletin, 140(1), 1–57. https://​doi.​org/​10.​1037/​a0033076.CrossRefPubMed
go back to reference Friedman, J., Hastie, T., & Tibshirani, R. (2008). Sparse inverse covariance estimation with the graphical lasso. Biostatistics, 9(3), 432–441.CrossRefPubMed Friedman, J., Hastie, T., & Tibshirani, R. (2008). Sparse inverse covariance estimation with the graphical lasso. Biostatistics, 9(3), 432–441.CrossRefPubMed
go back to reference Garcia, A. M., Graziano, P. A., & Hart, K. C. (2018). Response to time-out among preschoolers with externalizing behavior problems: The role of callous-unemotional traits. Child Psychiatry and Human Development, 49(5), 699–708.CrossRefPubMed Garcia, A. M., Graziano, P. A., & Hart, K. C. (2018). Response to time-out among preschoolers with externalizing behavior problems: The role of callous-unemotional traits. Child Psychiatry and Human Development, 49(5), 699–708.CrossRefPubMed
go back to reference Houghton, S., Hunter, S. C., & Crow, J. (2013). Assessing callous unemotional traits in children aged 7- to 12-years: A confirmatory factor analysis of the inventory of callous unemotional traits. Journal of Psychopathology and Behavioral Assessment, 35(2), 215–222. https://doi.org/10.1007/s10862-012-9324-3.CrossRef Houghton, S., Hunter, S. C., & Crow, J. (2013). Assessing callous unemotional traits in children aged 7- to 12-years: A confirmatory factor analysis of the inventory of callous unemotional traits. Journal of Psychopathology and Behavioral Assessment, 35(2), 215–222. https://​doi.​org/​10.​1007/​s10862-012-9324-3.CrossRef
go back to reference Muthén, L. K., & Muthén, B. (2006). Mplus user's guide (Version 4). Los Angeles: Muthén & Muthén. Muthén, L. K., & Muthén, B. (2006). Mplus user's guide (Version 4). Los Angeles: Muthén & Muthén.
go back to reference Orvaschel, H., & Puig-Antich, J. (1995). Schedule for Affective Disorders and Schizophrenia for School-Age Children-Epidemiologic 5th Version. Ft. Lauderdale: Nova University. Orvaschel, H., & Puig-Antich, J. (1995). Schedule for Affective Disorders and Schizophrenia for School-Age Children-Epidemiologic 5th Version. Ft. Lauderdale: Nova University.
go back to reference Verschuere, B., van Ghesel Grothe, S., Waldorp, L., Watts, A. L., Lilienfeld, S. O., Edens, J. F., et al. (2017). What features of psychopathy might be central? A network analysis of the psychopathy checklist-revised (PCL-R) in three large samples. Journal of Abnormal Psychology, 127(1), 51–65. https://doi.org/10.17605/OSF.IO/95EWR.CrossRefPubMed Verschuere, B., van Ghesel Grothe, S., Waldorp, L., Watts, A. L., Lilienfeld, S. O., Edens, J. F., et al. (2017). What features of psychopathy might be central? A network analysis of the psychopathy checklist-revised (PCL-R) in three large samples. Journal of Abnormal Psychology, 127(1), 51–65. https://​doi.​org/​10.​17605/​OSF.​IO/​95EWR.CrossRefPubMed
Metagegevens
Titel
Conceptualizing Callous-Unemotional Traits in Preschool through Confirmatory Factor and Network Analysis
Auteurs
Pevitr S. Bansal
Patrick K. Goh
Christine A. Lee
Michelle M. Martel
Publicatiedatum
03-01-2020
Uitgeverij
Springer US
Gepubliceerd in
Research on Child and Adolescent Psychopathology / Uitgave 4/2020
Print ISSN: 2730-7166
Elektronisch ISSN: 2730-7174
DOI
https://doi.org/10.1007/s10802-019-00611-9

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