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Genetic versus environmental influences on callous–unemotional traits in preadolescence: The role of parenting and parental psychopathology

Published online by Cambridge University Press:  14 October 2022

Samantha Perlstein ,
Samuel Hawes ,
Alexandra Y. Vazquez ,
Ileana Pacheco-Colón ,
Sarah Lehman ,
Justin Parent ,
Amy Byrd  and
Rebecca Waller Open the ORCID record for Rebecca Waller [Opens in a new window]
Samantha Perlstein
Affiliation:
Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
Samuel Hawes
Affiliation:
Department of Psychology, Florida International University, Miami, FL, USA
Alexandra Y. Vazquez
Affiliation:
Department of Psychology, Michigan State University, East Lansing, MI, USA
Ileana Pacheco-Colón
Affiliation:
Department of Psychology, Florida International University, Miami, FL, USA
Sarah Lehman
Affiliation:
Department of Psychology, Florida International University, Miami, FL, USA
Justin Parent
Affiliation:
Department of Psychology, Brown University, Providence, RI, USA
Amy Byrd
Affiliation:
Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA
Rebecca Waller*
Affiliation:
Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
*
Corresponding author: Rebecca Waller, email: [email protected]
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Abstract

Children with callous–unemotional (CU) traits are at risk for severe conduct problems. While CU traits are moderately heritable, parenting also predicts risk. However, few studies have investigated whether parenting factors (e.g., acceptance, conflict, parental psychopathology) moderate the etiology of CU traits, while accounting for gene–environment correlations. To address this knowledge gap, we used data from 772 twin pairs from the Adolescent Brain and Cognitive Development Study to test bivariate models that explored overlapping etiological influences on CU traits and child reports of their parenting environment. We also used gene-by-environment interaction models to test whether parenting moderated genetic versus environmental influences. There were no overlapping etiological influences on CU traits and parental acceptance, but modest genetic and non-shared environmental overlap between CU traits and family conflict. Parental acceptance and psychopathology moderated non-shared environmental influences, with stronger non-shared environmental influences on CU traits among children who experienced lower parental acceptance and greater parental psychopathology. Family conflict only moderated environmental influences when models did not covary for conduct problems. Parental acceptance and parental psychopathology may be specific environmental protective and risk factors for CU traits, whereas family conflict may represent a general environmental risk factor for both CU traits and conduct problems.

Keywords

callous–unemotional traitsenvironmentetiologygeneticsparentingtwin study
Type
Special Issue Article
Information
Development and Psychopathology , Volume 34 , Issue 5: Special Section: Leveraging Genetically Informative Study Designs to Understand the Development and Familial Transmission of Psychopathology , December 2022 , pp. 1686 - 1701
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Copyright
© The Author(s), 2022. Published by Cambridge University Press

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References

Achenbach, T. M., & Ruffle, T. M. (2000). The child behavior checklist and related forms for assessing behavioral/emotional problems and competencies. Pediatrics in Review, 21, 265–271. https://doi.org/10.1542/pir.21-8-265 CrossRefGoogle ScholarPubMed
Akaike, H. (1998). Factor analysis and AIC. In Parzen, E., Tanabe, K. & Kitagawa, G. (Eds.), Selected papers of hirotugu akaike (pp. 371–386). Springer. https://doi.org/10.1007/978-1-4612-1694-0_29 Google Scholar
Alshukri, S., Lewis, K., & Centifanti, L. C. M. (2022). Callous-unemotional traits and empathy. In Garofalo, C. & Sijtsema, J. J. (Eds.), Clinical forensic psychology: Introductory perspectives on offending (pp. 127–141). Springer International Publishing. https://doi.org/10.1007/978-3-030-80882-2_7 CrossRefGoogle Scholar
Babinski, L. M., Hartsough, C. S., & Lambert, N. M. (1999). Childhood conduct problems, hyperactivity-impulsivity, and inattention as predictors of adult criminal activity. Journal of Child Psychology and Psychiatry, 40, 347–355. https://doi.org/10.1111/1469-7610.00452 CrossRefGoogle ScholarPubMed
Barker, E. D., Oliver, B. R., Viding, E., Salekin, R. T., & Maughan, B. (2011). The impact of prenatal maternal risk, fearless temperament and early parenting on adolescent callous-unemotional traits: A 14-year longitudinal investigation. Journal of Child Psychology and Psychiatry, 52, 878–888. https://doi.org/10.1111/j.1469-7610.2011.02397.x CrossRefGoogle ScholarPubMed
Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107, 238. https://doi.org/10.1037/0033-2909.107.2.238 CrossRefGoogle ScholarPubMed
Bevilacqua, L., Hale, D., Barker, E. D., & Viner, R. (2018). Conduct problems trajectories and psychosocial outcomes: A systematic review and meta-analysis. European Child & Adolescent Psychiatry, 27, 1239–1260. https://doi.org/10.1007/s00787-017-1053-4 CrossRefGoogle ScholarPubMed
Blair, R. J., Leibenluft, E., & Pine, D. S. (2014). Conduct disorder and callous-unemotional traits in youth. The New England Journal of Medicine, 371, 2207–2216. https://doi.org/10.1056/NEJMra1315612 CrossRefGoogle ScholarPubMed
Browne, R. J., & Cudeck, R. (1993). Alternative ways of assessing model fit. In Bollen, K. A. & Long, J. S. (Eds.), Testing structural equation models (pp. 136–162). Sage.Google Scholar
Burt, S. A., Clark, D. A., Pearson, A. L., Klump, K. L., & Neiderhiser, J. M. (2020). Do neighborhood social processes moderate the etiology of youth conduct problems? Psychological Medicine, 50, 1519–1529. https://doi.org/10.1017/S0033291719001521 CrossRefGoogle ScholarPubMed
Cardinale, E. M., & Marsh, A. A. (2020). The reliability and validity of the inventory of callous unemotional traits: A meta-analytic review. Assessment, 27, 57–71. https://doi.org/10.1177/1073191117747392 CrossRefGoogle ScholarPubMed
Clark, D. B., Cornelius, J., Wood, D. S., & Vanyukov, M. (2004). Psychopathology risk transmission in children of parents with substance use disorders. American Journal of Psychiatry, 161, 685–691. https://doi.org/10.1176/appi.ajp.161.4.685 CrossRefGoogle ScholarPubMed
Clark, J. E., & Frick, P. J. (2018). Positive parenting and callous-unemotional traits: Their association with school behavior problems in young children. Journal of Clinical Child & Adolescent Psychology, 47, S242–S254. https://doi.org/10.1080/15374416.2016.1253016 CrossRefGoogle ScholarPubMed
Cooke, M. E., Meyers, J. L., Latvala, A., Korhonen, T., Rose, R. J., Kaprio, J., Salvatore, J. E., & Dick, D. M. (2015). Gene–environment interaction effects of peer deviance, parental knowledge and stressful life events on adolescent alcohol use. Twin Research and Human Genetics, 18, 507–517. https://doi.org/10.1017/thg.2015.56 CrossRefGoogle ScholarPubMed
Dadds, M. R., Cauchi, A. J., Wimalaweera, S., Hawes, D. J., & Brennan, J. (2012). Outcomes, moderators, and mediators of empathic-emotion recognition training for complex conduct problems in childhood. Psychiatry Research, 199, 201–207. https://doi.org/10.1016/j.psychres.2012.04.033 CrossRefGoogle ScholarPubMed
Dick, D. M., Viken, R., Purcell, S., Kaprio, J., Pulkkinen, L., & Rose, R. J. (2007). Parental Monitoring moderates the importance of genetic and environmental influences on adolescent smoking. Journal of Abnormal Psychology, 116, 213–218. https://doi.org/10.1037/0021-843X.116.1.213 CrossRefGoogle ScholarPubMed
Dishion, T. J., & Patterson, G. R. (2006). The development and ecology of antisocial behavior in children and adolescents. In Cicchetti, D. & Cohen, D. J. (Eds.), Developmental psychopathology: Risk, disorder, and adaptation (Vol. 3, pp. 503–541). John Wiley & Sons, Inc.Google Scholar
Dotterer, H. L., Vazquez, A. Y., Hyde, L. W., Neumann, C. S., Santtila, P., Pezzoli, P., Johansson, A., & Burt, S. A. (2021). Elucidating the role of negative parenting in the genetic versus Environmental influences on adult psychopathic traits. Psychological Medicine, 1–11. https://doi.org/10.1017/S0033291721002269 CrossRefGoogle Scholar
Duncan, L. E., & Keller, M. C. (2011). A critical review of the first 10 years of candidate gene-by-environment interaction research in psychiatry. American Journal of Psychiatry, 168, 1041–1049. https://doi.org/10.1176/appi.ajp.2011.11020191 CrossRefGoogle ScholarPubMed
Ehrensaft, M. K., Wasserman, G. A., Verdelli, L., Greenwald, S., Miller, L. S., & Davies, M. (2003). Maternal antisocial behavior, parenting practices, and behavior problems in boys at risk for antisocial behavior. Journal of Child and Family Studies, 12, 27–40. https://doi.org/10.1023/A:1021302024583 CrossRefGoogle Scholar
Falk, C. F. (2018). Are robust standard errors the best approach for interval estimation with nonnormal data in structural equation modeling? Structural Equation Modeling: A Multidisciplinary Journal, 25, 244–266. https://doi.org/10.1080/10705511.2017.1367254 CrossRefGoogle Scholar
Fonagy, P. (2021). Emergence of antisocial behavior in middle childhood. In Venta, A., Sharp, C., Fletcher, J. M., & Fonagy, P. (Eds), Developmental psychopathology (pp. 157–181). John Wiley & Sons, Ltd. https://doi.org/10.1002/9781118686089.ch7 CrossRefGoogle Scholar
Freitag, C. M., Rohde, L. A., Lempp, T., & Romanos, M. (2010). Phenotypic and measurement influences on heritability estimates in childhood ADHD. European Child & Adolescent Psychiatry, 19, 311–323. https://doi.org/10.1007/s00787-010-0097-5 CrossRefGoogle ScholarPubMed
Frick, P. J., Blair, R. J., & Castellanos, F. X. (2013). Callous-unemotional traits and developmental pathways to the disruptive behavior disorders. In Tolan, P. H. & Leventhal, B. L. (Eds.), Disruptive behavior disorders (pp. 69–102). Springer. https://doi.org/10.1007/978-1-4614-7557-6_4 CrossRefGoogle Scholar
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. https://doi.org/10.1037/a0033076 CrossRefGoogle ScholarPubMed
Garavan, H., Bartsch, H., Conway, K., Decastro, A., Goldstein, R. Z., Heeringa, S., S., Jernigan, T., Potter, A., Thompson, W., & Zahs, D. (2018). Recruiting the ABCD sample: Design considerations and procedures. Developmental Cognitive Neuroscience, 32, 16–22. https://doi.org/10.1016/j.dcn.2018.04.004 CrossRefGoogle ScholarPubMed
Gerbing, D. W., & Anderson, J. C. (1992). Monte Carlo evaluations of goodness of fit indices for structural equation models. Sociological Methods & Research, 21, 132–160. https://doi.org/10.1177/0049124192021002002 CrossRefGoogle Scholar
Gershoff, E. T. (2002). Corporal punishment by parents and associated child behaviors and experiences: A meta-analytic and theoretical review. Psychological Bulletin, 128, 539–579. https://doi.org/10.1037/0033-2909.128.4.539 CrossRefGoogle ScholarPubMed
Goodman, R. (1997). The strengths and difficulties questionnaire: A research note. Journal of Child Psychology and Psychiatry, 38, 581–586. https://doi.org/10.1111/j.1469-7610.1997.tb01545.x CrossRefGoogle ScholarPubMed
Goulter, N., McMahon, R. J., Pasalich, D. S., & Dodge, K. A. (2020). Indirect effects of early parenting on adult antisocial outcomes via adolescent conduct disorder symptoms and callous-unemotional traits. Journal of Clinical Child & Adolescent Psychology, 49, 930–942. https://doi.org/10.1080/15374416.2019.1613999 CrossRefGoogle ScholarPubMed
Hails, K. A., Reuben, J. D., Shaw, D. S., Dishion, T. J., & Wilson, M. N. (2018). Transactional associations among maternal depression, parent–child coercion, and child conduct problems during early childhood. Journal of Clinical Child and Adolescent Psychology : The Official Journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53, 47, S291–S305. https://doi.org/10.1080/15374416.2017.1280803 CrossRefGoogle ScholarPubMed
Hawes, D. J., & Dadds, M. R. (2005). The treatment of conduct problems in children with callous-unemotional traits. Journal of Consulting and Clinical Psychology, 73, 737–741. https://doi.org/10.1037/0022-006X.73.4.737 CrossRefGoogle ScholarPubMed
Hawes, D. J., Dadds, M. R., Frost, A. D. J., & Hasking, P. A. (2011). Do childhood callous-unemotional traits drive change in parenting practices? Journal of Clinical Child & Adolescent Psychology, 40, 507–518.CrossRefGoogle ScholarPubMed
Hawes, S. W., Waller, R., Byrd, A. L., Bjork, J. M., Dick, A. S., Sutherland, M. T., Riedel, M. C., Tobia, M. J., Thomson, N., Laird, A. R., & Gonzalez, R. (2021). Reward processing in children with disruptive behavior disorders and callous-unemotional traits in the ABCD study. American Journal of Psychiatry, 178, 333–342. https://doi.org/10.1176/appi.ajp.2020.19101092 CrossRefGoogle ScholarPubMed
Hawes, S. W., Waller, R., Thompson, W. K., Hyde, L. W., Byrd, A. L., Burt, S. A., Klump, K. L., & Gonzalez, R. (2020). Assessing callous-unemotional traits: Development of a brief, reliable measure in a large and diverse sample of preadolescent youth. Psychological Medicine, 50, 456–464. https://doi.org/10.1017/S0033291719000278 CrossRefGoogle Scholar
Henry, J., Dionne, G., Viding, E., Vitaro, F., Brendgen, M., Tremblay, R. E., & Boivin, M. (2018). Early warm-rewarding parenting moderates the genetic contributions to callous–unemotional traits in childhood. Journal of Child Psychology and Psychiatry, 59, 1282–1288. https://doi.org/10.1111/jcpp.12918 CrossRefGoogle ScholarPubMed
Hudziak, J. J., Derks, E. M., Althoff, R. R., Copeland, W., & Boomsma, D. I. (2005). The Genetic and environmental contributions to oppositional defiant behavior: A multi-informant twin study. Journal of the American Academy of Child & Adolescent Psychiatry, 44, 907–914. https://doi.org/10.1097/01.chi.0000169011.73912.27 CrossRefGoogle ScholarPubMed
Hyde, L. W., Bogdan, R., & Hariri, A. R. (2011). Understanding risk for psychopathology through imaging gene–environment interactions. Trends in Cognitive Sciences, 15, 417–427. https://doi.org/10.1016/j.tics.2011.07.001 CrossRefGoogle ScholarPubMed
Hyde, L. W., Waller, R., & Burt, S. A. (2014). Commentary: Improving treatment for youth with callous-unemotional traits through the intersection of basic and applied science – reflections on Dadds et al. (2014). Journal of Child Psychology and Psychiatry, 55, 781–783. https://doi.org/10.1111/jcpp.12274 CrossRefGoogle ScholarPubMed
Hyde, L. W., Waller, R., Trentacosta, C. J., Shaw, D. S., Neiderhiser, J. M., Ganiban, J. M., Reiss, D., & Leve, L. D. (2016). Heritable and nonheritable pathways to early callous-unemotional behaviors. American Journal of Psychiatry, 173, 903–910. https://doi.org/10.1176/appi.ajp.2016.15111381 CrossRefGoogle ScholarPubMed
Iacono, W. G., Heath, A. C., Hewitt, J. K., Neale, M. C., Banich, M. T., Luciana, M. M., Madden, P. A, Barch, D. M., & Bjork, J. M. (2018). The utility of twins in developmental cognitive neuroscience research: How twins strengthen the ABCD research design. Developmental Cognitive Neuroscience, 32, 30–42. https://doi.org/10.1016/j.dcn.2017.09.001 CrossRefGoogle ScholarPubMed
Ingoldsby, E. M., Shaw, D. S., Winslow, E., Schonberg, M., Gilliom, M., & Criss, M. M. (2006). Neighborhood disadvantage, parent–child conflict, neighborhood peer relationships, and early antisocial behavior problem trajectories. Journal of Abnormal Child Psychology, 34, 293–309. https://doi.org/10.1007/s10802-006-9026-y CrossRefGoogle ScholarPubMed
Kandler, C., Riemann, R., Spinath, F., & Angleitner, A. (2010). Sources of variance in personality facets: A multiple-rater twin study of self-peer, peer-peer, and self-self (dis)agreement. Journal of Personality, 78, 1565–1594. https://doi.org/10.1111/j.1467-6494.2010.00661.x CrossRefGoogle ScholarPubMed
Kauten, R. L., Lui, J. H. L., Doucette, H., & Barry, C. T. (2015). Perceived family conflict moderates the relations of adolescent narcissism and CU traits with aggression. Journal of Child and Family Studies, 24, 2914–2922. https://doi.org/10.1007/s10826-014-0095-1 CrossRefGoogle Scholar
Kazdin, A. E., Whitley, M., & Marciano, P. L. (2006). Child–therapist and parent–therapist alliance and therapeutic change in the treatment of children referred for oppositional, aggressive, and antisocial behavior. Journal of Child Psychology and Psychiatry, 47, 436–445. https://doi.org/10.1111/j.1469-7610.2005.01475.x CrossRefGoogle ScholarPubMed
Kiang, L., Moreno, A. J., & Robinson, J. L. (2004). Maternal preconceptions about parenting predict child temperament, maternal sensitivity, and children’s empathy. Developmental Psychology, 40, 1081–1092.CrossRefGoogle ScholarPubMed
Kimonis, E. R., Centifanti, L. C. M., Allen, J. L., & Frick, P. J. (2014). Reciprocal influences between negative life events and callous-unemotional traits. Journal of Abnormal Child Psychology, 42, 1287–1298. https://doi.org/10.1007/s10802-014-9882-9 CrossRefGoogle ScholarPubMed
Kimonis, E. R., Fleming, G., Briggs, N., Brouwer-French, L., Frick, P. J., Hawes, D. J., Bagner, D. M., Thomas, R., & Dadds, M. (2019). Parent-child interaction therapy adapted for preschoolers with callous-unemotional traits: An open trial pilot study. Journal of Clinical Child & Adolescent Psychology, 48, S347–S361. https://doi.org/10.1080/15374416.2018.1479966 CrossRefGoogle ScholarPubMed
Kochanska, G. (2002). Mutually responsive orientation between mothers and their young children: A context for the early development of conscience. Current Directions in Psychological Science, 11, 191–195. https://doi.org/10.1111/1467-8721.00198 CrossRefGoogle Scholar
Kochanska, G., Forman, D. R., Aksan, N., & Dunbar, S. B. (2005). Pathways to conscience: Early mother-child mutually responsive orientation and children’s moral emotion, conduct, and cognition. Journal of Child Psychology and Psychiatry, 46, 19–34. https://doi.org/10.1111/j.1469-7610.2004.00348.x CrossRefGoogle ScholarPubMed
Kochanska, G., Kim, S., Boldt, L. J., & Yoon, J. E. (2013). Children’s callous-unemotional traits moderate links between their positive relationships with parents at preschool age and externalizing behavior problems at early school age. Journal of Child Psychology and Psychiatry, 54, 1251–1260. https://doi.org/10.1111/jcpp.12084 CrossRefGoogle ScholarPubMed
Lam, C. B., McHale, S. M., & Crouter, A. C. (2014). Time with peers from middle childhood to late adolescence: Developmental course and adjustment correlates. Child Development, 85, 1677–1693. https://doi.org/10.1111/cdev.12235 CrossRefGoogle ScholarPubMed
Lockwood, P. L., Sebastian, C. L., McCrory, E. J., Hyde, Z. H., Gu, X., De Brito, S. A., & Viding, E. (2013). Association of callous traits with reduced neural response to others’ pain in children with conduct problems. Current Biology, 23, 901–905. https://doi.org/10.1016/j.cub.2013.04.018 CrossRefGoogle ScholarPubMed
Margolies, P. J., & Weintraub, S. (1977). The revised 56-item CRPBI as a research instrument: Reliability and factor structure. Journal of Clinical Psychology, 33, 472–476. https://doi.org/10.1002/1097-4679(197704)33:2<472:AID-JCLP2270330230>3.0.CO;2-S 3.0.CO;2-S>CrossRefGoogle Scholar
Markowitz, A. J., Ryan, R. M., & Marsh, A. A. (2015). Neighborhood income and the expression of callous–unemotional traits. European Child & Adolescent Psychiatry, 24, 1103–1118. https://doi.org/10.1007/s00787-014-0663-3 CrossRefGoogle ScholarPubMed
McCaffery, J. M., Papandonatos, G. D., Bond, D. S., Lyons, M. J., & Wing, R. R. (2009). Gene × environment interaction of vigorous exercise and body mass index among male Vietnam-era twins. The American Journal of Clinical Nutrition, 89, 1011–1018. https://doi.org/10.3945/ajcn.2008.27170 CrossRefGoogle ScholarPubMed
McGue, M., & Bouchard, T. J. (1984). Adjustment of twin data for the effects of age and sex. Behavior Genetics, 14, 325–343. https://doi.org/10.1007/BF01080045 CrossRefGoogle ScholarPubMed
McKee, L. G., Jones, D. J., Forehand, R., & Cuellar, J. (2013). Assessment of parenting behaviors and style, parenting relationships, and other parent variables in child assessment. In Saklofske, D. H., Reynolds, C. R., & Schwean, V. L. (Eds.), Oxford library of psychology. The Oxford handbook of child psychological assessment (pp. 788–821). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199796304.001.0001 Google Scholar
Mendoza Diaz, A., Overgaauw, S., Hawes, D. J., & Dadds, M. R. (2018). Intergenerational stability of callous–unemotional traits. Child Psychiatry & Human Development, 49, 480–491. https://doi.org/10.1007/s10578-017-0766-4 Google ScholarPubMed
Moore, A. A., Blair, R. J., Hettema, J. M., & Roberson-Nay, R. (2019). The genetic underpinnings of callous-unemotional traits: A systematic research review. Neuroscience & Biobehavioral Reviews, 100, 85–97. https://doi.org/10.1016/j.neubiorev.2019.02.018 CrossRefGoogle ScholarPubMed
Moos, R. H. (1994). Family environment scale manual: Development, applications, research. Consulting Psychologists Press.Google Scholar
Muratori, P., Lochman, J. E., Lai, E., Milone, A., Nocentini, A., Pisano, S., Righini, E., & Masi, G. (2016). Which dimension of parenting predicts the change of callous unemotional traits in children with disruptive behavior disorder? Comprehensive Psychiatry, 69, 202–210. https://doi.org/10.1016/j.comppsych.2016.06.002 CrossRefGoogle ScholarPubMed
Muthén, L. K., & Muthén, B. O. (1998). Mplus user’s guide. (7th ed.). Muthén & Muthén.Google Scholar
Neiderhiser, J. M., Reiss, D., Pedersen, N. L., Lichtenstein, P., Spotts, E. L., Hansson, K., Cederblad, M., & Elthammer, O. (2004). Genetic and environmental influences on mothering of adolescents: A comparison of two samples. Developmental Psychology, 40, 335. https://doi.org/10.1037/0012-1649.40.3.335 CrossRefGoogle ScholarPubMed
Nickerson, A. B., & Nagle, R. J. (2004). The influence of parent and peer attachments on life satisfaction in middle childhood and early adolescence. In Dannerbeck, A., Casas, F., Sadurni, M. & Coenders, G. (Eds.), Quality-of-life research on children and adolescents (pp. 35–60). Springer Netherlands. https://doi.org/10.1007/978-1-4020-2312-5_3 CrossRefGoogle Scholar
O’Nions, E., Lima, C. F., Scott, S. K., Roberts, R., McCrory, E. J., & Viding, E. (2017). Reduced laughter contagion in boys at risk for psychopathy. Current Biology, 27, 3049.e4–3055.e4. https://doi.org/10.1016/j.cub.2017.08.062 CrossRefGoogle ScholarPubMed
Orue, I., Calvete, E., & Gamez-Guadix, M. (2016). Gender moderates the association between psychopathic traits and aggressive behavior in adolescents. Personality and Individual Differences, 94, 266–271. https://doi.org/10.1016/j.paid.2016.01.043 CrossRefGoogle Scholar
Pardini, D., Lochman, J., & Powell, N. (2007). The development of callous-unemotional traits and antisocial behavior in children: Are there shared and/or unique predictors? Journal of Clinical Child and Adolescent Psychology : The Official Journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53, 36, 319–333. https://doi.org/10.1080/15374410701444215 CrossRefGoogle ScholarPubMed
Pasalich, D. S., Dadds, M. R., Hawes, D. J., & Brennan, J. (2011). Do callous-unemotional traits moderate the relative importance of parental coercion versus warmth in child conduct problems? An observational study. Journal of Child Psychology and Psychiatry, 52, 1308–1315. https://doi.org/10.1111/j.1469-7610.2011.02435.x CrossRefGoogle ScholarPubMed
Perlstein, S., & Waller, R. (2022). Integrating the study of personality and psychopathology in the context of gene-environment correlations across development. Journal of Personality, 90, 47–60. https://doi.org/10.1111/jopy.12609 CrossRefGoogle Scholar
Perlstein, S., Waller, R., Wagner, N. J., & Saudino, K. J. (2022). Low social affiliation predicts increases in callous-unemotional behaviors in early childhood. Journal of Child Psychology and Psychiatry, 63, 109–117. https://doi.org/10.1111/jcpp.13466 CrossRefGoogle ScholarPubMed
Pisano, S., Muratori, P., Gorga, C., Levantini, V., Iuliano, R., Catone, G., Coppola, G., Milone, A., & Masi, G. (2017). Conduct disorders and psychopathy in children and adolescents: Aetiology, clinical presentation and treatment strategies of callous-unemotional traits. Italian Journal of Pediatrics, 43, 84. https://doi.org/10.1186/s13052-017-0404-6 CrossRefGoogle ScholarPubMed
Plomin, R. (2013). Commentary: Missing heritability, polygenic scores, and gene–environment correlation. Journal of Child Psychology and Psychiatry, 54, 1147–1149. https://doi.org/10.1111/jcpp.12128 CrossRefGoogle ScholarPubMed
Plomin, R. (2014). Genotype-environment correlation in the era of DNA. Behavior Genetics, 44, 629–638. https://doi.org/10.1007/s10519-014-9673-7 CrossRefGoogle ScholarPubMed
Plomin, R., DeFries, J. C., & Loehlin, J. C. (1977). Genotype-Environment interaction and correlation in the analysis of human behavior. Psychological Bulletin, 84(2), 309. CrossRefGoogle ScholarPubMed
Purcell, S. (2002). Variance components models for gene–environment interaction in twin analysis. Twin Research and Human Genetics, 5, 554–571. https://doi.org/10.1375/twin.5.6.554 CrossRefGoogle ScholarPubMed
Raine, A. (2002). Biosocial studies of antisocial and violent behavior in children and adults: A review. Journal of Abnormal Child Psychology, 30, 311–326.CrossRefGoogle ScholarPubMed
Rescorla, L. A., & Achenbach, T. M. (2004). The Achenbach system of empirically based assessment (ASEBA) for ages 18 to 90 years. In Maruish, M. E. (Ed.), The use of psychological testing for treatment planning and outcomes assessment: Instruments for adults (Vol. 3, pp. 115–152). Lawrence Erlbaum Associates Publishers.Google Scholar
Rice, F., Harold, G., & Thapar, A. (2002). The genetic aetiology of childhood depression: A review. Journal of Child Psychology and Psychiatry, 43, 65–79. https://doi.org/10.1111/1469-7610.00004 CrossRefGoogle ScholarPubMed
Riley, A. W. (2004). Evidence that school-age children can self-report on their health. Ambulatory Pediatrics, 4, 371–376. https://doi.org/10.1367/A03-178R.1 CrossRefGoogle ScholarPubMed
Rivenbark, J. G., Odgers, C. L., Caspi, A., Harrington, H., Hogan, S., Houts, R. M., Poulton, R., & Moffitt, T. E. (2018). The high societal costs of childhood conduct problems: Evidence from administrative records up to age 38 in a longitudinal birth cohort. Journal of Child Psychology and Psychiatry, 59, 703–710. https://doi.org/10.1111/jcpp.12850 CrossRefGoogle Scholar
Sadeh, N., Javdani, S., Jackson, J. J., Reynolds, E. K., Potenza, M. N., Gelernter, J., Lejuez, C. W., & Verona, E. (2010). Serotonin transporter gene associations with psychopathic traits in youth vary as a function of socioeconomic resources. Journal of Abnormal Psychology, 119, 604–609. https://doi.org/10.1037/a0019709 CrossRefGoogle ScholarPubMed
Sandin, S., Lichtenstein, P., Kuja-Halkola, R., Hultman, C., Larsson, H., & Reichenberg, A. (2017). The heritability of Autism spectrum disorder. JAMA, 318, 1182–1184. https://doi.org/10.1001/jama.2017.12141 CrossRefGoogle ScholarPubMed
Sarna, S., Kaprio, J., Sistonen, P., & Koskenvuo, M. (1978). Diagnosis of twin zygosity by mailed questionnaire. Human Heredity, 28, 241–254. https://doi.org/10.1159/000152964 CrossRefGoogle ScholarPubMed
Schönemann, P. H. (1997). On models and muddles of heritability. Genetica, 99, 97–108. https://doi.org/10.1007/BF02259513 CrossRefGoogle ScholarPubMed
Shaw, D. S., & Bell, R. Q. (1993). Developmental theories of parental contributors to antisocial behavior. Journal of Abnormal Child Psychology, 21, 493–518. https://doi.org/10.1007/BF00916316 CrossRefGoogle ScholarPubMed
Shaw, D. S., Bell, R. Q., & Gilliom, M. (2000). A truly early starter model of antisocial behavior revisited. Clinical Child and Family Psychology Review, 3, 155–172. https://doi.org/10.1023/A:1009599208790 CrossRefGoogle ScholarPubMed
Shaw, D. S., Connell, A., Dishion, T. J., Wilson, M. N., & Gardner, F. (2009). Improvements in maternal depression as a mediator of intervention effects on early childhood problem behavior. Development and Psychopathology, 21, 417–439. https://doi.org/10.1017/S0954579409000236 CrossRefGoogle ScholarPubMed
Slane, J. D., Burt, S. A., & Klump, K. L. (2011). Genetic and environmental influences on disordered eating and depressive symptoms. International Journal of Eating Disorders, 44, 605–611. https://doi.org/10.1002/eat.20867 CrossRefGoogle ScholarPubMed
Slattery, T. L., & Meyers, S. A. (2014). Contextual predictors of adolescent antisocial behavior: The developmental influence of family, peer, and neighborhood factors. Child and Adolescent Social Work Journal, 31, 39–59. https://doi.org/10.1007/s10560-013-0309-1 CrossRefGoogle Scholar
Smith, C. A., & Farrington, D. P. (2004). Continuities in antisocial behavior and parenting across three generations. Journal of Child Psychology and Psychiatry, 45, 230–247. https://doi.org/10.1111/j.1469-7610.2004.00216.x CrossRefGoogle ScholarPubMed
Suisman, J. L., Alexandra Burt, S., McGue, M., Iacono, W. G., & Klump, K. L. (2011). Parental divorce and disordered eating: An investigation of a gene-environment interaction. International Journal of Eating Disorders, 44, 169–177. https://doi.org/10.1002/eat.20866 Google ScholarPubMed
Tackett, J. L., Waldman, I. D., & Lahey, B. B. (2009). Etiology and measurement of relational aggression: A multi-informant behavior genetic investigation. Journal of Abnormal Psychology, 118, 722–733. https://doi.org/10.1037/a0016949 CrossRefGoogle ScholarPubMed
Takahashi, Y., Pease, C. R., Pingault, J.-B., & Viding, E. (2020). Genetic and environmental influences on the developmental trajectory of callous-unemotional traits from childhood to adolescence. Journal of Child Psychology and Psychiatry, 62(4), 414–423. https://doi.org/10.1111/jcpp.13259 CrossRefGoogle ScholarPubMed
Tein, J.-Y., Roosa, M. W., & Michaels, M. (1994). Agreement between parent and child reports on parental behaviors. Journal of Marriage and Family, 56, 341–355. https://doi.org/10.2307/353104 CrossRefGoogle Scholar
Tomlinson, R. C., Hyde, L. W., Dotterer, H. L., Klump, K. L., & Burt, S. A. (2022). Parenting moderates the etiology of callous-unemotional traits in middle childhood. Journal of Child Psychology and Psychiatry, 63(8), 912–920. https://doi.org/10.1111/jcpp.13542 CrossRefGoogle ScholarPubMed
Trentacosta, C. J., Waller, R., Neiderhiser, J. M., Shaw, D. S., Natsuaki, M. N., Ganiban, J. M., Reiss, D., Leve, L. D., & Hyde, L. W. (2019). Callous-unemotional behaviors and harsh parenting: Reciprocal associations across early childhood and moderation by inherited risk. Journal of Abnormal Child Psychology, 47, 811–823. https://doi.org/10.1007/s10802-018-0482-y CrossRefGoogle ScholarPubMed
Turkheimer, E., Haley, A., Waldron, M., D’Onofrio, B., & Gottesman, I. I. (2003). Socioeconomic status modifies heritability of IQ in young children. Psychological Science, 14, 623–628. https://doi.org/10.1046/j.0956-7976.2003.psci_1475.x CrossRefGoogle ScholarPubMed
Tuvblad, C., Grann, M., & Lichtenstein, P. (2006). Heritability for adolescent antisocial behavior differs with socioeconomic status: Gene–environment interaction. Journal of Child Psychology and Psychiatry, 47, 734–743. https://doi.org/10.1111/j.1469-7610.2005.01552.x CrossRefGoogle ScholarPubMed
van der Sluis, S., Posthuma, D., & Dolan, C. V. (2012). A note on false positives and power in G × E modelling of twin data. Behavior Genetics, 42, 170–186. https://doi.org/10.1007/s10519-011-9480-3 CrossRefGoogle Scholar
Vander Stoep, A., Adrian, M., Mc Cauley, E., Crowell, S. E., Stone, A., & Flynn, C. (2011). Risk for suicidal ideation and suicide attempts associated with co-occurring depression and conduct problems in early adolescence. Suicide and Life-Threatening Behavior, 41(3), 316–329. https://doi.org/10.1111/j.1943-278X.2011.00031.x CrossRefGoogle ScholarPubMed
Verweij, K., Mosing, M., Zietsch, B., & Medland, S. (2012). Estimating heritability from twin studies. Methods in Molecular Biology (Clifton, N.J.), 850, 151–170. https://doi.org/10.1007/978-1-61779-555-8_9 CrossRefGoogle ScholarPubMed
Viding, E., Blair, R. J. R., Moffitt, T. E., & Plomin, R. (2005). Evidence for substantial genetic risk for psychopathy in 7-year-olds. Journal of Child Psychology and Psychiatry, 46, 592–597. https://doi.org/10.1111/j.1469-7610.2004.00393.x CrossRefGoogle ScholarPubMed
Viding, E., Jones, A. P., Paul, J. F., Moffitt, T. E., & Plomin, R. (2008). Heritability of antisocial behaviour at 9: Do callous-unemotional traits matter? Developmental Science, 11, 17–22. https://doi.org/10.1111/j.1467-7687.2007.00648.x CrossRefGoogle ScholarPubMed
Viding, E., Sebastian, C. L., Dadds, M. R., Lockwood, P. L., Cecil, C. A. M., De Brito, S. A., & McCrory, E. J. (2012). Amygdala response to preattentive masked fear in children with conduct problems: The role of callous-unemotional traits. American Journal of Psychiatry, 169, 1109–1116. https://doi.org/10.1176/appi.ajp.2012.12020191 CrossRefGoogle ScholarPubMed
Volkow, N. D., Koob, G. F., Croyle, R. T., Bianchi, D. W., Gordon, J. A., Koroshetz, W. J., Pérez-Stable, E. J., Riley, W. T., Bloch, M. H., Conway, K., Deeds, B. G., Dowling, G. J., Grant, S., Howlett, K. D., Matochik, J. A, Morgan, G. D., Murray, M. M., Noronha, A, Spong, C. Y., Wargo, E. M., Warren, K. R., & Weiss, S. R. B. (2018). The conception of the ABCD study: From substance use to a broad NIH collaboration. Developmental Cognitive Neuroscience, 32, 4–7. https://doi.org/10.1016/j.dcn.2017.10.002 CrossRefGoogle ScholarPubMed
Waller, R., Gardner, F., & Hyde, L. W. (2013). What are the associations between parenting, callous–unemotional traits, and antisocial behavior in youth? A systematic review of evidence. Clinical Psychology Review, 33, 593–608. https://doi.org/10.1016/j.cpr.2013.03.001 CrossRefGoogle ScholarPubMed
Waller, R., Gardner, F., Hyde, L. W., Shaw, D. S., Dishion, T. J., & Wilson, M. N. (2012). Do harsh and positive parenting predict parent reports of deceitful-callous behavior in early childhood? Journal of Child Psychology and Psychiatry, 53, 946–953. https://doi.org/10.1111/j.1469-7610.2012.02550.x CrossRefGoogle ScholarPubMed
Waller, R., Gardner, F., Viding, E., Shaw, D. S., Dishion, T. J., Wilson, M. N., & Hyde, L. W. (2014). Bidirectional associations between parental warmth, callous unemotional behavior, and behavior problems in high-risk preschoolers. Journal of Abnormal Child Psychology, 42, 1275–1285. https://doi.org/10.1007/s10802-014-9871-z CrossRefGoogle ScholarPubMed
Waller, R., & Hyde, L. W. (2017). Callous–unemotional behaviors in early childhood: measurement, meaning, and the influence of parenting. Child Development Perspectives, 11, 120–126. https://doi.org/10.1111/cdep.12222 CrossRefGoogle ScholarPubMed
Waller, R., & Hyde, L. W. (2018). Callous-unemotional behaviors in early childhood: The development of empathy and prosociality gone awry. Current Opinion in Psychology, 20, 11–16. https://doi.org/10.1016/j.copsyc.2017.07.037 CrossRefGoogle ScholarPubMed
Waller, R., Hyde, L. W., Grabell, A. S., Alves, M. L., & Olson, S. L. (2015). Differential associations of early callous-unemotional, oppositional, and ADHD behaviors: Multiple domains within early-starting conduct problems? Journal of Child Psychology and Psychiatry, 56, 657–666. https://doi.org/10.1111/jcpp.12326 CrossRefGoogle ScholarPubMed
Waller, R., Hyde, L. W., Klump, K. L., & Burt, S. A. (2018). Parenting is an environmental predictor of callous-unemotional traits and aggression: A monozygotic twin differences study. Journal of the American Academy of Child and Adolescent Psychiatry, 57, 955–963. https://doi.org/10.1016/j.jaac.2018.07.882 CrossRefGoogle ScholarPubMed
Waller, R., Shaw, D. S., & Hyde, L. W. (2017). Observed fearlessness and positive parenting interact to predict childhood callous-unemotional behaviors among low-income boys. Journal of Child Psychology and Psychiatry, 58, 282–291. https://doi.org/10.1111/jcpp.12666 CrossRefGoogle ScholarPubMed
Waller, R., & Wagner, N. (2019). The sensitivity to threat and affiliative reward (STAR) model and the development of callous-unemotional traits. Neuroscience & Biobehavioral Reviews, 107, 656–671. https://doi.org/10.1016/j.neubiorev.2019.10.005 CrossRefGoogle ScholarPubMed
Waller, R., Wagner, N. J., Barstead, M. G., Subar, A., Petersen, J. L., Hyde, J. S., & Hyde, L. W. (2020). A meta-analysis of the associations between callous-unemotional traits and empathy, prosociality, and guilt. Clinical Psychology Review, 75, 101809. https://doi.org/10.1016/j.cpr.2019.101809 CrossRefGoogle ScholarPubMed
Waller, R., Wagner, N. J., Flom, M., Ganiban, J., & Saudino, K. J. (2021). Fearlessness and low social affiliation as unique developmental precursors of callous-unemotional behaviors in preschoolers. Psychological Medicine, 51, 777–785. https://doi.org/10.1017/S003329171900374X CrossRefGoogle ScholarPubMed
Waschbusch, D. A., Willoughby, M. T., Haas, S. M., Ridenour, T., Helseth, S., Crum, K. I., Altszuler, A. R., Ross, J. M., Coles, E. K., &  Pelham, W. E. (2020). Effects of behavioral treatment modified to fit children with conduct problems and callous-unemotional (CU) traits. Journal of Clinical Child & Adolescent Psychology, 49, 639–650. https://doi.org/10.1080/15374416.2019.1614000 CrossRefGoogle ScholarPubMed
Weaver, C. M., Shaw, D. S., Dishion, T. J., & Wilson, M. N. (2008). Parenting self-efficacy and problem behavior in children at high risk for early conduct problems: The mediating role of maternal depression. Infant Behavior & Development, 31, 594–605. https://doi.org/10.1016/j.infbeh.2008.07.006 CrossRefGoogle ScholarPubMed
Webster-Stratton, C., & Hammond, M. (1988). Maternal depression and its relationship to life stress, perceptions of child behavior problems, parenting behaviors, and child conduct problems. Journal of Abnormal Child Psychology, 16, 299–315. https://doi.org/10.1007/BF00913802 CrossRefGoogle ScholarPubMed
Wilhoit, S. A., Trentacosta, C. J., Beeghly, M., Boeve, J. L., Lewis, T. L., & Thomason, M. E. (2021). Household chaos and early childhood behavior problems: The moderating role of mother–child reciprocity in lower-income families. Family Relations, 70, 1040–1054. https://doi.org/10.1111/fare.12560 CrossRefGoogle ScholarPubMed
Wilkinson, S., Waller, R., & Viding, E. (2016). Practitioner Review: Involving young people with callous unemotional traits in treatment – does it work? A systematic review. Journal of Child Psychology and Psychiatry, 57, 552–565. https://doi.org/10.1111/jcpp.12494 CrossRefGoogle ScholarPubMed
Willoughby, M. T., Mills-Koonce, R., Propper, C. B., & Waschbusch, D. A. (2013). Observed parenting behaviors interact with a polymorphism of the brain-derived neurotrophic factor gene to predict the emergence of oppositional defiant and callous–unemotional behaviors at age 3 years. Development and Psychopathology, 25, 903–917. https://doi.org/10.1017/S0954579413000266 CrossRefGoogle ScholarPubMed
Zhang, R., Aloi, J., Bajaj, S., Bashford-Largo, J., Lukoff, J., Schwartz, A., Elowsky, J., Dobbertin, M., Blair, K.S., & Blair, R. J. R. (2021). Dysfunction in differential reward-punishment responsiveness in conduct disorder relates to severity of callous-unemotional traits but not irritability. Psychological Medicine, 1–11. https://doi.org/10.1017/S0033291721003500 Google Scholar
Zheng, Y., Brendgen, M., Meyer, Z., Vitaro, F., Dionne, G., & Boivin, M. (2021). Maternal parenting behaviors amplify environmental influences on developmental trajectories of alcohol use during adolescence. Behavior Genetics, 51, 528–542. https://doi.org/10.1007/s10519-021-10063-x CrossRefGoogle ScholarPubMed
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