Abstract
Youth who experience psychopathy display multiple impairments across interpersonal (grandiose-manipulative [GM]), affective (callous-unemotional [CU]), lifestyle (daring-impulsive [DI]), and potentially antisocial and behavioral features. Recently, it has been acknowledged that the inclusion of psychopathic features can offer valuable information in relation to the etiology of Conduct Disorder (CD). Yet, prior work largely focuses on the affective component of psychopathy, namely CU. This focus creates uncertainty in the literature on the incremental value of a multicomponent approach to understanding CD-linked domains. Consequently, researchers developed the Proposed Specifiers for Conduct Disorder (PSCD; Salekin & Hare, 2016) as a multicomponent approach to assess GM, CU, and DI features in combination with CD symptoms. The notion of considering the wider set of psychopathic features for CD specification requires testing whether multiple personality dimensions predict domain-relevant criterion outcomes above-and-beyond a CU-based approach. Thus, we tested the psychometric properties of parents’ reports on the PSCD (PSCD-P) in a mixed clinical/community sample of 134 adolescents (Mage = 14.49, 66.4% female). Confirmatory factor analyses resulted in a 19-item PSCD-P displaying acceptable reliability estimates and a bifactor solution consisting of GM, CU, DI, and CD factors. Findings supported the incremental validity of scores taken from the PSCD-P across multiple criterion variables, including (a) an established survey measure of parent-adolescent conflict; and (b) trained independent observers’ ratings of adolescents’ behavioral reactions to laboratory controlled tasks designed to simulate social interactions with unfamiliar peers. These findings have important implications for future research on the PSCD and links to adolescents’ interpersonal functioning.
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Notes
Demographic data for the two groups are available upon request from the corresponding author.
Following the normative cut-off method from Kemp et al. (2021), we examined the base rate for elevated ICU scores in the current sample. Specifically, the recommended sex- and age-based ICU parent-report norm was applied: raw total score ≥ 34 for males; and ≥ 30 for females. Using this method, we found that 6 male adolescents scored above the cutoff. In addition, 9 female adolescents scored above the cutoff. This is in the 7–10% range and thus may be considered fairly high for this sample given our methods for participant recruitment.
We conducted supplementary analyses of relations between PSCD-P scores and independent observers’ ratings of social anxiety and social skills depending on parents’ ratings of their adolescent’s social anxiety concerns. These analyses revealed non-significant effects for the moderation of social anxiety.
We repeated these hierarchical regression analyses using the ICU total score. The same general pattern of findings emerged as those observed with the ICU subscale scores. Specifically, we found that over-and-above the variance accounted for by parent-reported ICU reports on independent raters’ observations of social skills and social anxiety (β = -0.22; R2 = 0.05; p < 0.05; and, β = 0.13; R2 = 0.02; p = 0.123, respectively), GM factor scale contributed a positive and small-to-moderate-magnitude effect on independent raters’ observations of social skills (β = 0.28; ∆R2 = 0.07; p < 0.01); and a negative and small-to-moderate-magnitude effect on social anxiety (β = -0.29; ∆R2 = 0.08; p < 0.001).
Prior work indicates that adolescents’ reactions to socially stressful situations normatively exhibit increased emotional reactions (i.e., greater arousal and observed anxiety; Cannon et al., 2020) to these tasks in other studies.
It should be noted, however, that reliance upon fit statistics alone can be a fallible index of fit. Other factors, such as theory, convergent-discriminant validity, and incremental validity are also important to consider (see also Greene et al., 2022).
References
Adams, R., & Laursen, B. (2001). The organization and dynamics of adolescent conflict with parents and friends. Journal of Marriage and Family, 63(1), 97–110. https://doi.org/10.1111/j.1741-3737.2001.00097.x
American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (DSM-V) (5th ed.). Author.
Andershed, H., Kerr, M., Stattin, H., & Levander, S. (2002). Psychopathic traits in non-referred youths: initial test of a new assessment tool. In E. Blaauw & L. Sheridan (Eds.), Psychopaths: current international perspectives (pp. 131–158). Elseiver.
Beale, A., Keeley, L. M., Okuno, H., Szollos, S., Rausch, E., Makol, B. A., Augenstein, T. M., Lipton, M. F., Racz, S. J., & De Los Reyes, A. (2018). Efficient screening for impairments in peer functioning among mid-to-late adolescents receiving clinical assessments for social anxiety. Child and Youth Care Forum, 47(5), 613–631. https://doi.org/10.1007/s10566-018-9458-x
Beidel, D. C., Turner, S. M., & Morris, T. L. (2000a). Behavioral treatment of childhood social phobia. Journal of Consulting and Clinical Psychology, 68(6), 1072–1080. https://doi.org/10.1037/0022-006X.68.6.1072
Beidel, D. C., Turner, S. M., Hamlin, K., & Morris, T. L. (2000b). The Social Phobia and Anxiety Inventory for children (SPAI-C): external and discriminative validity. Behavior Therapy, 31(1), 75–87. https://doi.org/10.1016/S0005-7894(00)80005-2
Beidel, D. C., Rao, P. A., Scharfstein, L., Wong, N., & Alfano, C. A. (2010). Social skills and social phobia: an investigation of DSM-IV subtypes. Behaviour Research and Therapy, 48(10), 992–1001. https://doi.org/10.1016/j.brat.2010.06.005
Bergstrøm, H., & Farrington, D. P. (2018). Grandiose-manipulative, callous-unemotional, and daring impulsive: the prediction of psychopathic traits in adolescence and their outcomes in adulthood. Journal of Psychopathology and Behavioral Assessment, 40(1), 149–158. https://doi.org/10.1007/s10862-018-9674-6
Bonifay, W., & Cai, L. (2017). On the complexity of item response theory models. Multivariate Behavioral Research, 52(4), 465–484. https://doi.org/10.1080/00273171.2017.1309262
Bonifay, W., Lane, S. P., & Reise, S. P. (2017). Three concerns with applying a bifactor model as a structure of psychopathology. Clinical Psychological Science, 5(1), 184–186. https://doi.org/10.1177/2167702616657069
Botkin, T., Racz, S. J., Makol, B. A., & De Los Reyes, A. (2021). Multi-informant assessments of adolescents’ fears of negative and positive evaluation: criterion-related and incremental validity in relation to observed behavior. Journal of Psychopathology and Behavioral Assessment, 43(1), 58–69. https://doi.org/10.1007/s10862-020-09855-y
Burke, J. D., Johnston, O. G., & Perkins, A. G. (2022). Where should psychopathic traits be placed in a diagnostic framework? Evidence for a grandiose-manipulative specifier for ODD. Research on Child and Adolescent Psychopathology, 50(10), 1289–1298. https://doi.org/10.1007/s10802-022-00924-2
Cannon, C. J., Makol, B. A., Keeley, L. M., Qasmieh, N., Okuno, H., Racz, S. J., & De Los Reyes, A. (2020). A paradigm for understanding adolescent social anxiety with unfamiliar peers: conceptual foundations and directions for future research. Clinical Child and Family Psychological Review, 23(3), 338–364. https://doi.org/10.1007/s10567-020-00314-4
Charamut, N. R., Racz, S. J., Wang, Mo., & De Los Reyes, A. (2022). Integrating multi- informant reports of youth mental health: a construct validation test of Kraemer and Colleagues’ (2003) Satellite Model. Frontiers in Psychology, 13, 911629. https://doi.org/10.3389/fpsyg.2022.911629
Ciucci, E., Baroncelli, A., Franchi, M., Golmaryami, F. N., & Frick, P. J. (2014). The association between callous-unemotional traits and behavioral and academic adjustment in children: further validation of the inventory of callous-unemotional traits. Journal of Psychopathology and Behavioral Assessment, 36(2), 189–200. https://doi.org/10.1007/s10862-013-9384-z
Cleckley, H. (1941). The mask of insanity; an attempt to reinterpret the so-called psychopathic personality. Mosby.
Cohen, J. (1998). Statistical power analysis for the behavioral sciences (2nd ed.). Erlbaum.
Colins, O. F., Andershed, H., Frogner, L., López-Romero, L., Veen, V., & Andershed, A. -K. (2014). A new measure to assess psychopathic personality in children: the child problematic traits inventory. Journal of Psychopathology and Behavioral Assessment, 36(1), 4–21. https://doi.org/10.1007/s10862-013-9385-y
Colins, O. F., Bisback, A., Reculé, C., Batky, B. D., López-Romero, L., Hare, R. D., & Salekin, R. T. (2022). The Proposed Specifiers for Conduct Disorder (PSCD) scale: factor structure and validation of the self-report version in a forensic sample of Belgian youth. Assessment. https://doi.org/10.1177/10731911221094256. Advance online publication.
Craig, S. G., Goulter, N., & Moretti, M. M. (2021). A systematic review of primary and secondary callous-unemotional traits and psychopathy variants in youth. Clinical Child and Family Psychology Review, 24(1), 65–91. https://doi.org/10.1007/s10567-020-00329-x
De Los Reyes, A. (2020, February 15). Materials described in the paper, “A paradigm for understanding adolescent social anxiety with unfamiliar peers: conceptual foundations and directions for future research.” https://bit.ly/CCFPRPeerParadigmOSF
De Los Reyes, A., Aldao, A., Qasmieh, N., Dunn, E. J., Lipton, M. F., Hartman, C., Youngstrom, E. A., Dougherty, L. R., & Lerner, M. D. (2017). Graphical representations of adolescents’ psychophysiological reactivity to social stressor tasks: reliability and validity of the Chernoff Face approach and person-centered profiles for clinical use. Psychological Assessment, 29(4), 422–434. https://doi.org/10.1037/pas0000354
De Los Reyes, A., Augenstein, T. M., Wang, M., Thomas, S. A., Drabick, D. A. G., Burgers, D., & Rabinowitz, J. (2015). The validity of the multi-informant approach to assessing child and adolescent mental health. Psychological Bulletin, 141(4), 858–900. https://doi.org/10.1037/a0038498
De Los Reyes, A., Makol, B. A., Racz, S. J., Youngstrom, E. A., Lerner, M. D., & Keeley, L. N. (2019). The work and social adjustment scale for youth: a measure assessing youth psychosocial impairment regardless of mental health status. Journal of Child and Family Studies, 28(1), 1–16. https://doi.org/10.1007/s10826-018-1238-6
De Los Reyes, A., Talbott, E., Power, T., Michel, J., Cook, C. R., Racz, S. J., & Fitzpatrick, O. (2022a). The Needs-to-Goals Gap: how informant discrepancies in youth mental health assessments impact service delivery. Clinical Psychology Review, 92, 102114. https://doi.org/10.1016/j.cpr.2021.102114
De Los Reyes, A., Thomas, S. A., Goodman, K. L., & Kundey, S. M. A. (2013). Principles underlying the use of multiple informants’ reports. Annual Review of Clinical Psychology, 9, 123–149. https://doi.org/10.1146/annurev-clinpsy-050212-185617
De Los Reyes, A., Tyrell, F. A., Watts, A. L., & Asmundson, G. J. G. (2022b). Conceptual, methodological, and measurement factors that disqualify use of measurement invariance techniques to detect informant discrepancies in youth mental health assessments. Frontiers in Psychology, 13, 931296. https://doi.org/10.3389/fpsyg.2022.931296
De Los Reyes, A., Wang, M., Lerner, M. D., Makol, B. A., Fitzpatrick, O., & Weisz, J. R. (2023). The operations triad model and youth mental health assessments: catalyzing a paradigm shift in measurement validation. Journal of Clinical Child and Adolescent Psychology, 52(1), 19–54. https://doi.org/10.1080/15374416.2022.2111684
Deros, D. E., Racz, S. J., Lipton, M. F., Augenstin, T. M., Karp, J. N., Keeley, L. M., Qasmieh, N., Grewe, B. I., Aldao, A., & De Los Reyes, A. (2018). Multi-informant assessments of adolescent social anxiety: adding clarity by leveraging reports from unfamiliar peer confederates. Behavior Therapy, 49(1), 84–98. https://doi.org/10.1016/j.beth.2017.05.001
Déry, M., Bégin, V., Toupin, J., & Temcheff, C. (2019). Clinical utility of the limited prosocial emotions specifier in the childhood-onset subtype of conduct disorder. The Canadian Journal of Psychiatry, 64(12), 838–845. https://doi.org/10.1177/0706743719885469
Dirks, M. A., De Los Reyes, A., Briggs-Gowan, M., Cella, D., & Wakschlag, L. S. (2012). Embracing not erasing contextual variability in children’s behavior –theory and utility in the selecting and use of methods and informants in developmental psychopathology. Journal of Child Psychology and Psychiatry, 53(3), 558–574. https://doi.org/10.1111/j.1469-7610.2012.02537.x
Essau, C. A., Sasagawa, S., & Frick, P. J. (2006). Callous-unemotional traits in a community sample of adolescents. Assessment, 13(4), 454–469. https://doi.org/10.1177/1073191106287354
Fanti, K. A., Kyranides, M. N., Georgiou, G., Petridou, M., Colins, O. F., Tuvblad, C., & Andershed, H. (2017). Callous-unemotional, impulsive-irresponsible, and grandiose- manipulative traits: distinct associations with heart rate, skin conductance, and startle responses to violent and erotic scenes. Psychophysiology, 54, 663–672. https://doi.org/10.1111/psyp.12837
Fanti, K. A., Kyranides, M. N., Lordos, A., Colins, O. F., & Andershed, H. (2018). Unique and interactive associations of callous-unemotional traits, impulsivity and grandiosity with child and adolescent conduct disorder symptoms. Journal of Psychopathology and Behavioral Assessment, 40(1), 40–49. https://doi.org/10.1007/s10862-018-9655-9
Farrell, A. D., Kung, E. M., White, K. S., & Valois, R. F. (2000). The structure of self-reported aggression, drug use, and delinquent behaviors during early adolescence. Journal of Clinical Child and Adolescent Psychology, 29(2), 282–292. https://doi.org/10.1207/S15374424jccp2902_13
Flora, D. N., & Curran, P. J. (2004). An empirical evaluation of alternative methods of estimation for confirmatory factor analysis with ordinal data. Psychological Methods, 9(4), 466–491. https://doi.org/10.1037/1082-989x.9.4.466
Follet, L., Okuno, H., & De Los Reyes, A. (2023). Assessing peer-related impairments linked to adolescent social anxiety: strategic selection of informants optimizes prediction of clinically relevant domains. Behavior Therapy, 54(1), 29–42. https://doi.org/10.1016/j.beth.2022.06.010
Frick, P. J. (2004). Inventory of callous-unemotional traits. Unpublished rating scale.
Frick, P. J., & Hare, R. D. (2001). The antisocial process screening device. Multi-Health Systems.
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
Garb, H. N. (2003). Incremental validity and the assessment of psychopathology in adults. Psychological Assessment, 15(4), 508–520. https://doi.org/10.1037/1040-3590.15.4.508
Glenn, L. E., Keeley, L. M., Szollos, S., Okuno, H., Wang, X., Rausch, E., Deros, D. E., Karp, J. N., Qasmieh, N., Makol, B. A., Augenstein, T. M., Lipton, M. F., Racz, S. J., Scharfstein, L., Beidel, D. C., & De Los Reyes, A. (2019). Trained observers’ ratings of adolescents’ social anxiety and social skills within controlled, cross contextual social interactions with unfamiliar peer confederates. Journal of Psychopathology and Behavioral Assessment, 41(1), 1–15. https://doi.org/10.1007/s10862-018-9676-4
Granic, I., & Patterson, G. R. (2006). Toward a comprehensive model of antisocial development: A dynamic systems approach. Psychological Review, 113(1), 101–131. https://doi.org/10.1037/0033-295X.113.1.101
Greenberg, A., & De Los Reyes, A. (2022). When adolescents experience co-occurring social anxiety and ADHD symptoms: links with social skills when interacting with unfamiliar peer confederates. Behavior Therapy, 53(6), 1109–1121. https://doi.org/10.1016/j.beth.2022.04.011
Greene, A. L., Eaton, N. R., Forbes, M. K., Fried, E. I., Watts, A. L., Kotov, R., & Krueger, R. F. (2022). Model fit is a fallible indicator of model quality in quantitative psychopathology research: a reply to Bader and Moshagen. Journal of Psychopathology and Clinical Science, 131(6), 696–703. https://doi.org/10.1037/abn0000770
Hare, R. D. (1999). Without conscience: the disturbing world of the psychopaths among us. Guilford.
Hare, R. D. (2003). Manual for the revised psychopathy checklist (2nd Rev. ed.). Multi-Health Systems.
Hoffmann, M. S., Moore, T. M., Axelrud, L. K., Tottenham, N., Zuo, X. -N., Rohde, L. A., Milham, M. P., Satterthwaite, T. D., & Salum, G. A. (2022). Reliability and validity of bifactor models of dimensional psychopathology in youth. Journal of Psychopathology and Clinical Science, 131(4), 407–421. https://doi.org/10.1037/abn0000749
Hopwood, C. J., & Donnellan, M. B. (2010). How should the internal structure of personality inventories be evaluated? Personality and Social Psychology Review, 14(3), 332–346. https://doi.org/10.1177/1088868310361240
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
Hunsley, J., & Mash, E. J. (2007). Evidence-based assessment. Annual Review of Clinical Psychology, 3, 29–51. https://doi.org/10.1146/annurev.clinpsy.3.022806.091419
Ingersoll, G. M. (1989). Adolescents (2nd ed.). Prentice Hall.
Isdahl-Troye, A., Villar, P., Domínguez-Álvarezm, B., Romero, E., & Deater-Deckard, K. (2022). The development of co-occurrent anxiety and externalizing problems from early childhood: a latent transition analysis approach. Research on Child and Adolescent Psychopathology, 50(4), 505–519. https://doi.org/10.1007/s10802-021-00865-2
Kahn, R. E., Frick, P. J., Youngstrom, E., Findling, R. L., & Youngstrom, J. K. (2012). The effects of including a callous-unemotional specifier for the diagnosis of conduct disorder. Journal of Child Psychology and Psychiatry, 53(3), 271–282. https://doi.org/10.1111/j.1469-7610.2011.02463.x
Karp, J., Makol, B. A., Keeley, L. M., Qasmieh, N., Deros, D. E., Weeks, J. W., Racz, S. J., Lipton, M. F., Augenstein, T. M., & De Los Reyes, A. (2018). Convergent, incremental, and criterion related validity of multi-informant assessments of adolescents’ fears of negative and positive evaluation. Clinical Psychology and Psychotherapy, 25(2), 217–230. https://doi.org/10.1002/cpp.2156
Keeley, L. M., Makol, B. A., Qasmieh, N., Deros, D. E., Karp, J. N., Lipton, M. F., Augenstein, T. M., Truong, M. L., Racz, S. J., & De Los Reyes, A. (2018). Validity of adolescent and parent reports on the Six-Item ADHD Self-Report Scale (ASRS-6) in clinical assessments of adolescent social anxiety. Journal of Child and Family Studies, 27(11), 1041–1053. https://doi.org/10.1007/s10826-017-0950-y
Kemp, E. C., Frick, P. J., Matlasz, T. M., Clark, J. E., Robertson, E. L., Ray, J. V., Thornton, L. C., Myers, T. D. W., Steinberg, L., & Cauffman, E. (2021). Developing cutoff scores for the inventory of callous-unemotional traits (ICU) in justice-involved and community samples. Journal of Clinical Child and Adolescent Psychology. https://doi.org/10.1080/15374416.2021.1955371. Advance online publication.
Lang, P. J. (1980). Behavioral treatment and bio-behavioral assessment: computer applications. In J. B. Disowski, J. H. Johnson, & T. A. Williams (Eds.), Technology in mental health care delivery systems (pp. 119–137). Ablex.
Leistico, A. -M. R., Salekin, R. T., DeCoster, J., & Rogers, R. (2008). A large-scale meta- analysis relating the Hare measures of psychopathy to antisocial conduct. Law and Human Behavior, 32(1), 28–45. https://doi.org/10.1007/s10979-007-9096-6
Lilienfeld, S. O. (2018). The multidimensional nature of psychopathy: five recommendations for research. Journal of Psychopathology and Behavioral Assessment, 40(1), 79–85. https://doi.org/10.1007/s10862-018-9657-7
Lipton, M. F., Qasmieh, N., Racz, S. J., Weeks, J. W., & De Los Reyes, A. (2020). The Fears of Evaluation about Performance (FEAP) task: Inducing anxiety-related responses to direct exposure to negative and positive evaluations. Behavior Therapy, 51(6), 843–855. https://doi.org/10.1016/j.beth.2020.01.004
López-Romero, L., Romero, E., Colins, O. F., Andershed, H., Hare, R. D., & Salekin, R. T. (2019). Proposed Specifiers for Conduct Disorder (PSCD): preliminary validation of the parent version in a Spanish sample of preschoolers. Psychological Assessment, 31(11), 1357–1367. https://doi.org/10.1037/pas0000759
López-Romero, L., Colins, O. F., Fanti, K., Salekin, R. T., Romero, E., & Andershed, H. (2022). Testing the predictive and incremental validity of callous-unemotional traits versus the multidimensional psychopathy construct in preschool children. Journal of Criminal Justice, 80, 101744. https://doi.org/10.1016/j.jcrimjus.2020.101744
Luo, J., Wang, M. C., Neumann, C. S., Hare, R. D., & Salekin, R. T. (2021). Factor structure and construct validity of the Proposed Specifiers for Conduct Disorder (PSCD) Scale in Chinese adolescents. Assessment, 28(7), 1765–1784. https://doi.org/10.1177/1073191120949914
Makol, B. A., Youngstrom, E. A., Racz, S. J., Qasmieh, N., Glenn, L. E., & De Los Reyes, A. (2020). Integrating multiple informants’ reports: how conceptual and measurement models address long standing problems in clinical-decision making. Clinical Psychological Science, 8(6), 953–970. https://doi.org/10.1177/2167702620924439
Marsh, A. A., Finger, E. C., Mitchell, D. G. V., Reid, M. E., Sims, C., Kosson, D. S., Towbin, K. E., Leibenluft, E., Pine, D. S., & Blair, R. J. R. (2008). Reduced amygdala response to fearful expressions in children and adolescents with callous-unemotional traits and disruptive behavior disorders. American Journal of Psychiatry, 165(6), 712–720. https://doi.org/10.1176/appi.ajp.2007.07071145
Morin, A. J. S., Myers, N. D., & Lee, S. (2020). Modern factor analytic techniques: bifactor models, exploratory structural equation modeling (ESEM) and bifactor-ESEM. In G. Tenenbaum & R. C. Eklund (Eds.), Handbook of sport psychology (4th ed., Vol. 2). Wiley.
Muratori, P., Buonanno, C., Gallani, A., Grossi, G., Levantini, V., Milone, A., Pisano, S., Salekin, R. T., Sesso, G., Masi, G., & Nocentini, A. (2021). Validation of the Proposed Specifiers for Conduct Disorder (PSCD) Scale in a sample of Italian students. Children, 8(11), 1020. https://doi.org/10.3390/children8111020
Muthén, L. K., & Muthén, B. O. (1998–2017). Mplus user’s guide (8th ed.). Author.
Okuno, H., Rezeppa, T., Raskin, T., & De Los Reyes, A. (2022). Adolescent safety behaviors and social anxiety: links to psychosocial impairments and functioning with unfamiliar peer confederates. Behavior Modification, 46(6), 1314–1345. https://doi.org/10.1177/01454455211054019
Patterson, G. R. (1976). The aggressive child: victim and architect of a coercive system. In E. J. Mash, L. A. Hamerlynck, & L. C. Handy (Eds.), Behavior modification and families (pp. 267–316). Brunner/Mazel.
Prinstein, M. J., & Giletta, M. (2016). Peer relations and developmental psychopathology. In D. Cicchetti (Ed.), Developmental Psychopathology (pp. 527–579). Wiley.
Prinz, R. J., Foster, S., Kent, R. N., & O’Leary, K. D. (1979). Multivariate assessment of conflict in distressed and nondistressed mother-adolescent dyads. Journal of Applied Behavioral Analysis, 12(4), 691–700. https://doi.org/10.1901/jaba.1979.12-691
Quay, H. C. (1965). Psychopathic personality as pathological stimulation-seeking. American Journal of Psychiatry, 122(2), 180–183. https://doi.org/10.1176/ajp.122.2.180
Raine, A., Fung, A. L., Portnoy, J., Choy, O., & Spring, V. L. (2014). Low heart rate as a risk factor for child and adolescent proactive aggression and impulsive psychopathic behavior. Aggressive Behavior, 40(4), 290–299. https://doi.org/10.1002/ab.21523
Rausch, E., Racz, S. J., Augenstein, T. M., Keeley, L. M., Lipton, M. F., Szollos, S., Riffle, J., Moriarity, D., Kromash, R., & De Los Reyes, A. (2017). A multi-informant approach to measuring depressive symptoms in clinical assessments of adolescent social anxiety using the Beck Depression Inventory-II: convergent, incremental, and criterion-related validity. Child and Youth Care Forum, 46(5), 661–683. https://doi.org/10.1007/s10566-017-9403-4
Reise, S. P., Bonifay, W. E., & Haviland, M. G. (2013). Scoring and modeling psychological measures in the presence of multidimensionality. Journal of Personality Assessment, 95(2), 129–140. https://doi.org/10.1080/00223891.2012.725437
Rezeppa, T., Okuno, H., Qasmieh, N., Racz, S. J., Borelli, J. L., & De Los Reyes, A. (2021). Unfamiliar untrained observers’ ratings of adolescent safety behaviors within social interactions with unfamiliar peer confederates. Behavior Therapy, 52(3), 564–576. https://doi.org/10.1016/j.beth.2020.07.006
Ribeiro da Silva, D., Rijo, D., Brazão, N., Paulo, M., Miguel, R., Castilho, P., Vagos, P., Gilbert, P., & Salekin, R. T. (2021). The efficacy of the PSYCHOPATHY.comp program in reducing psychopathic traits: a controlled trial with male detained youth. Journal of Consulting and Clinical Psychology, 89(6), 499–513. https://doi.org/10.1037/ccp0000659
Ribeiro da Silva, D., Sousa, R., Rijo, D., Mendez, B., Tsang, S., & Salekin, R. T. (2023). Proposed Specifiers for Conduct Disorder (PSCD): factor structure and validation of the self-report version in a community and forensic samples of Portuguese youth. Assessment, 30(1), 124–143. https://doi.org/10.1177/10731911211044534
Salekin, R. T. (2016a). Psychopathy in childhood. Toward better informing the DSM-5 and ICD-11 conduct disorder specifiers. Personality Disorders: Theory, Research, and Treatment, 7(2), 180–191. https://doi.org/10.1037/per0000150
Salekin, R. T. (2016b). Psychopathy in childhood: why should we care about grandiose manipulative and daring-impulsive traits? The British Journal of Psychiatry, 209(3), 189–191. https://doi.org/10.1192/bjp.bp.115.179051
Salekin, R. T. (2017). Research review: what do we know about psychopathic traits in children? Journal of Child Psychology and Psychiatry, 58(11), 1180–1200. https://doi.org/10.1111/jcpp.12738
Salekin, R. T. (2022). Some critical comments on the Frick (2022) paper titled “Some critical considerations in applying the construct of psychopathy to research and classification of childhood disruptive behavior disorders.” Clinical Psychology Review, 98, 102214. https://doi.org/10.1016/j.cpr.2022.102214
Salekin, R. T., Andershed, H., Batky, B. D., & Bontemps, A. P. (2018). Are callous unemotional (CU) traits enough? Journal of Psychopathology and Behavioral Assessment, 40(1), 1–5. https://doi.org/10.1007/s10862-018-9663-9
Salekin, R. T., Andershed, H., & Colins, O. F. (2022a). Introduction to the special section: what do we know about the psychophysiology of child psychopathy and conduct problems? Journal of Psychopathology and Behavioral Assessment, 44(1), 1–10. https://doi.org/10.1007/s10862-021-09950-8
Salekin, R. T., Charles, N. E., Barry, C. T., Hare, R. D., Batky, B. D., Mendez, B., & Neumann, C. S. (2022b). Proposed Specifiers for Conduct Disorder (PSCD): factor structure and psychometric properties in a residential school facility. Psychological Assessment, 34(10), 985–995. https://doi.org/10.1037/pas0001162
Salekin, R. T., & Hare, R. D. (2016). Proposed specifiers for conduct disorder (PSCD) scale. Unpublished test.
Salekin, R. T., & Lynam, D. R. (2010). Handbook of child and adolescent psychopathy. Guildford.
Smetana, J. G. (2008). “It’s 10 o’clock: Do you know where your children are?” Recent advances in understanding parental monitoring and adolescents’ information management. Child Development Perspectives, 2(1), 19–25. https://doi.org/10.1111/j.1750-8606.2008.00036.x
World Health Organization. (2019). ICD-11: international classification of diseases (11th revision).
Youngstrom, E. A., Salcedo, S., Frazier, T. W., & Perez Algorta, G. (2019). Is the finding too good to be true? Moving from “more is better” to thinking in terms of simple predictions and credibility. Journal of Clinical Child and Adolescent Psychology, 48(6), 811–824. https://doi.org/10.1080/15374416.2019.1669158
Acknowledgements
We thank the participants and their parents for their participation in the study. We also thank the Comprehensive Assessment and Intervention Program (University of Maryland at College Park) lab members for their invaluable efforts regarding this study.
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Efforts by the third (BAM) and fifth (ADLR) authors were supported by a grant from the Institute of Education Sciences (R324A180032).
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Bellamy, N.A., Salekin, R.T., Makol, B.A. et al. The Proposed Specifiers for Conduct Disorder – Parent (PSCD-P): Convergent Validity, Incremental Validity, and Reactions to Unfamiliar Peer Confederates. Res Child Adolesc Psychopathol 51, 1097–1113 (2023). https://doi.org/10.1007/s10802-023-01056-x
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DOI: https://doi.org/10.1007/s10802-023-01056-x