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Waller R, Flum M, Paz Y, Perkins ER, Rodriguez Y, Knox A, Pelella MR, Jones C, Sun S, Denham SA, Herrington J, Parish-Morris J. Objective Linguistic Markers Associated with Callous-Unemotional Traits in Early Childhood. Res Child Adolesc Psychopathol 2024; 52:1565-1576. [PMID: 38874652 PMCID: PMC11461678 DOI: 10.1007/s10802-024-01219-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/24/2024] [Indexed: 06/15/2024]
Abstract
BACKGROUND Callous-unemotional (CU) traits are associated with interpersonal difficulties and risk for severe conduct problems (CP). The ability to communicate thoughts and feelings is critical to social success, with language a promising treatment target. However, no prior studies have examined objective linguistic correlates of childhood CU traits in early childhood, which could give insight into underlying risk mechanisms and novel target treatments. METHODS We computed lexical (positive emotion, sad, and anger words) and conversational (interruptions and speech rate) markers produced by 131 children aged 5-6 years (M = 5.98; SD = 0.54, 58.8% female) and their parents while narrating wordless storybooks during two online visits separated by 6-8 weeks (M = 6.56, SD = 1.11; two books, order counterbalanced). Audio recordings were diarized, time-aligned, and orthographically transcribed using WebTrans. Conversational markers were calculated using R and word frequencies were calculated using Linguistic Inquiry and Word Count (LIWC) software. We examined links between child CU traits and linguistic markers, and explored whether relationships were moderated by child sex. RESULTS Higher CU traits were associated with fewer positive emotion words produced by parents and children. Higher CU traits were also associated with greater concordance in the degree of interruptions and expression of anger emotion words by parents and children. CONCLUSIONS Results suggest that objective linguistic correlates of CU traits are detectable during early childhood, which could inform adjunctive treatment modules that improve outcomes by precisely tracking and targeting subtle communication patterns.
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Affiliation(s)
- R Waller
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA.
| | - M Flum
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - Y Paz
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - E R Perkins
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - Y Rodriguez
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - A Knox
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - M R Pelella
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - C Jones
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - S Sun
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - S A Denham
- George Mason University, Fairfax, VA, USA
| | - J Herrington
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Childrens Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylva, Philadelphia, PA, USA
| | - J Parish-Morris
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Child and Adolescent Psychiatry and Behavioral Sciences, Childrens Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylva, Philadelphia, PA, USA
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Anderson SAS, Hawes DJ, Snow PC. Cognitive and affective perspective taking amongst adolescent offenders with variants of callous-unemotional traits. Eur Child Adolesc Psychiatry 2024; 33:2755-2765. [PMID: 38200275 PMCID: PMC11272682 DOI: 10.1007/s00787-023-02356-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 12/11/2023] [Indexed: 01/12/2024]
Abstract
Evidence suggests that associations between antisocial behaviour, callous-unemotional (CU) traits and cognitive empathy (e.g. perspective taking) vary depending on more fine-grained dimensions of these constructs. This study examined associations between adolescent antisocial behaviour and individual differences in cognitive and affective perspective taking ability. Based on current theory regarding distinct variants of CU traits, we further tested whether the correlates of CU traits differed amongst youth with high versus low levels of anxiety. Participants were 130 male adolescents (81 youth offenders; 49 non-offenders) aged 13-20 years, of predominantly Caucasian and Aboriginal Australian ethnicity. Perspective taking skills were indexed using performance-based testing, and self-report data was collected on CU traits and anxiety in a cross-sectional design. Offender status was associated with poorer cognitive and affective perspective taking. In addition, associations between CU traits and perspective taking skills were moderated by anxiety. Specifically, CU traits were associated with poorer skills for second-order cognitive perspective taking amongst high-anxiety youth, whereas CU traits were associated with better cognitive and affective perspective taking skills amongst low-anxiety youth. More fine-grained assessment of such factors stands to enhance understanding of, and effective intervention for, antisocial youth.
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Affiliation(s)
| | - David J Hawes
- School of Psychology, The University of Sydney, Sydney, NSW, Australia.
| | - Pamela C Snow
- School of Education, La Trobe University, Bendigo, VIC, Australia
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Speck JS, Frick PJ, Vaughan EP, Walker TM, Robertson EL, Ray JV, Myers TDW, Thornton LC, Steinberg L, Cauffman E. Health Service Utilization in Adolescents Following a First Arrest: The Role of Antisocial Behavior, Callous-Unemotional Traits, and Juvenile Justice System Processing. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2024; 51:393-405. [PMID: 38427148 PMCID: PMC11076348 DOI: 10.1007/s10488-024-01341-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/09/2024] [Indexed: 03/02/2024]
Abstract
Previous research indicates that youth exhibiting antisocial behavior are at risk for utilizing a disproportionate amount of health services compared to youth without these problems. The present study investigates whether being processed by the juvenile justice system and showing callous-unemotional (CU) traits independently predict health service utilization (medical and mental health service use and out-of-home placement) over and above the severity of antisocial behavior across adolescence. A total of 766 participants who had been arrested for the first time in adolescence provided data at ten appointments over a period of seven years. Results showed that self-reported antisocial behavior at the time of arrest predicted increased use of most health service use types over the next seven years (i.e. medicine prescriptions, tests for sexually transmitted infections, mental health service appointments, and out-of-home placements). All except prescription medication use remained significant when controlling for justice system processing and CU traits. Further, justice system processing added significantly to the prediction of medical service appointments. Whereas CU traits were associated with mental health service appointments and out-of-home placements, these did not remain significant when controlling for severity of antisocial behavior. These findings are consistent with prior research documenting the health care costs of antisocial behavior.
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Affiliation(s)
- Julianne S Speck
- Department of Psychology, Louisiana State University, 236 Audubon Hall, Baton Rouge, LA, 70803, USA.
| | - Paul J Frick
- Department of Psychology, Louisiana State University, 236 Audubon Hall, Baton Rouge, LA, 70803, USA
| | - Erin P Vaughan
- Department of Psychology, Louisiana State University, 236 Audubon Hall, Baton Rouge, LA, 70803, USA
| | - Toni M Walker
- Harris County Juvenile Probation Department, Houston, USA
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Kary A, Moul C. Meta-analysis of the implied distribution of callous-unemotional traits across sampling methods and informant. Clin Psychol Rev 2024; 109:102407. [PMID: 38479319 DOI: 10.1016/j.cpr.2024.102407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 02/05/2024] [Accepted: 02/19/2024] [Indexed: 04/06/2024]
Abstract
Callous-unemotional (CU) traits have been measured in a variety of sample-types (e.g., community or forensic) and from the perspective of different informants (e.g., self-report or parent-report) using the inventory of callous-unemotional traits total score (ICU-T). Although the positive association between CU traits and antisocial behavior is uncontroversial, the degree to which sample-types are different from each other has received little attention despite such knowledge being important for generalization and interpretation of research findings. To address this gap in the literature, we estimated the implied distribution of the ICU-T across sample-types, informants, and their interaction using meta-analytic models of sample means and variances. In unconditional models, we found that sample-type significantly moderated mean ICU-T scores but not variance, while informant significantly moderated the variance of ICU-T scores but not means. There was also a significant interaction between sample-type and informant. Mean parent-reported ICU-T scores were significantly lower than self-reported scores in community samples, but not significantly different in samples with elevated levels of antisocial behavior. Implications of our findings include improved research efficiency, the need for different ICU-T norms across informants, and greater understanding of informant biases.
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Affiliation(s)
- Arthur Kary
- School of Psychology, The University of Sydney, Sydney, Australia.
| | - Caroline Moul
- School of Psychology, The University of Sydney, Sydney, Australia
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Ciucci E, Baroncelli A, Facci C, Righi S, Frick PJ. Callous-Unemotional Traits and Emotion Perception Accuracy and Bias in Youths. CHILDREN (BASEL, SWITZERLAND) 2024; 11:419. [PMID: 38671636 PMCID: PMC11049354 DOI: 10.3390/children11040419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 03/10/2024] [Accepted: 03/23/2024] [Indexed: 04/28/2024]
Abstract
This study investigated the associations among conduct problems, callous-unemotional (CU) traits, and indices of emotion recognition accuracy and emotion recognition bias obtained from human faces. Impairments in emotion recognition were considered within broader, impaired emotional and social functioning. The sample consisted of 293 middle-school students (51.19% girls; M age = 12.97 years, SD = 0.88 years). In general, CU traits were associated with less accuracy in recognizing emotions, especially fearful and angry faces, and such deficits in emotional recognition were not associated with conduct problems independent of CU traits. These results support the importance of studying potential deficits in the recognition of emotions other than fear. Furthermore, our results support the importance of considering the role of CU traits when studying emotional correlates of conduct problems. For children scoring high on CU traits, the emotion recognition accuracy of anger was low irrespective of the level of conduct problems, whereas in children scoring low on CU traits, less accuracy in recognizing emotions was related to increases in conduct problems. Finally, our results support the need for research to not only focus on accuracy of emotional recognition but also test whether there are specific biases leading to these inaccuracies. Specifically, CU traits were associated not only with lower accuracy in recognizing fearful faces but also with a tendency to interpret fearful faces as angry. This suggests that the emotional deficit associated with CU traits is not just a deficit in empathic concern toward others distress but also includes a tendency to overinterpret emotions as potential threats to oneself.
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Affiliation(s)
- Enrica Ciucci
- Department of Education, Languages, Interculture, Literatures and Psychology, University of Florence, Via di San Salvi 12, Complesso di San Salvi Padiglione 26, 50135 Florence, Italy;
| | - Andrea Baroncelli
- Department of Philosophy, Social Sciences and Education, University of Perugia, Piazza Giuseppe Ermini 1, 06123 Perugia, Italy;
| | - Carolina Facci
- Department of Education, Languages, Interculture, Literatures and Psychology, University of Florence, Via di San Salvi 12, Complesso di San Salvi Padiglione 26, 50135 Florence, Italy;
| | - Stefania Righi
- Department of Neuroscience, Psychology, Drug Research and Child’s Health, University of Florence, Via di San Salvi 12, Complesso di San Salvi Padiglione 26, 50135 Florence, Italy;
| | - Paul J. Frick
- Department of Psychology, Louisiana State University, 208 Audubon Hall, Baton Rouge, LA 70803, USA;
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Schön SM, Daseking M. [Externalizing problem behavior with friends in adolescence: What role do factors of callous-unemotional traits play?]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2024; 67:392-399. [PMID: 38478024 PMCID: PMC10995071 DOI: 10.1007/s00103-024-03850-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 02/15/2024] [Indexed: 04/05/2024]
Abstract
INTRODUCTION Affective impairments/disorders are one explanation as to why adolescents exhibit externalizing problem behavior (rule-breaking and dissocial behavior). Impaired affect is a core feature of callous-unemotional traits (CU traits). CU traits are composed of three factors: Callousness (lack of empathy and remorse), Uncaring (indifferent attitude toward task performance and the feelings of others), and Unemotional (superficial or flattened affect). Externalizing problem behaviors mostly occur in groups during adolescence. Therefore, it is important to consider the relationship between CU traits and externalizing problem behaviors that are exhibited explicitly in collaboration with or in the presence of friends. This perspective has been lacking in research on CU traits. The present study aims to fill this research gap. METHODS Self-report data were collected between June 2021 and March 2023 from N = 169 adolescents (54% female; M = 14.95 years) using a set of questionnaires that could be completed online or as a paper-pencil version. In addition to CU traits (ICU) the set of questionnaires included assessments of rule-breaking and dissocial behavior with friends (CBCL: YSR 11-18 R). RESULTS Only the subscale Callousness contributes to the explanation of externalizing problem behaviors with friends (6% variance explained). DISCUSSION The results indicate that the three factors of CU-traits should be considered separately. In addition, when examining externalizing problem behavior, one should consider whether it is exhibited alone or together with or in the presence of friends. Limitations of the study, ideas for further research, and practical implications are discussed.
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Affiliation(s)
- Sara-Marie Schön
- Professur für Entwicklungspsychologie und Pädagogische Psychologie, Helmut-Schmidt-Universität/Universität der Bundeswehr Hamburg, Am Stadtrand 50, 22159, Hamburg, Deutschland.
| | - Monika Daseking
- Professur für Entwicklungspsychologie und Pädagogische Psychologie, Helmut-Schmidt-Universität/Universität der Bundeswehr Hamburg, Am Stadtrand 50, 22159, Hamburg, Deutschland
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Docherty M, Decrop R, McManamon B, Boxer P, Dubow EF, Huesmann LR. Exposure to violence predicts callous-unemotional traits and aggression in adolescence in the context of persistent ethnic-political conflict and violence. Aggress Behav 2023; 49:655-668. [PMID: 37539489 PMCID: PMC10592434 DOI: 10.1002/ab.22103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 04/19/2023] [Accepted: 07/05/2023] [Indexed: 08/05/2023]
Abstract
According to social-cognitive ecological theory, violence exposure increases emotional factors-such as callous-unemotional (CU) traits-which then contribute to engagement in aggressive behavior. However, previous research has generally not tested this mediational pathway, particularly in the context of persistent ethnic-political violence exposure. The present study examined associations among violence exposure, CU traits, and aggression in a sample of 1051 youth in the Middle East (Palestine and Israel), using youth- and parent-reported data in a cohort-sequential design with three age cohorts (starting ages 8, 11, and 14 years) assessed over four waves spanning 6 years. Results from structural equation models with latent variables indicated that cumulative violence exposure in childhood and adolescence (measured annually for 3 years, and comprising exposure across multiple settings including political, community, family, and school) predicted later CU traits and aggression in adolescence and early adulthood, even after controlling for earlier levels of aggression and CU traits and demographic characteristics (child age and sex and parental socioeconomic status). Additionally, in mediation analyses, CU significantly mediated the association from earlier cumulative violence exposure to concurrent aggression, while aggression did not significantly mediate the association from earlier exposure to concurrent CU traits. The results of this study suggest that violence exposure leads to both aggressive behavior and a constellation of traits that place youth at greater risk for subsequent aggressive behavior, and that CU traits could partially explain the increased risk of aggression after violence exposure.
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Affiliation(s)
| | | | | | - Paul Boxer
- University of Michigan
- Rutgers University-Newark
| | - Eric F. Dubow
- Bowling Green State University
- University of Michigan
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