Abstract
The present study examined the factor structure, internal consistency and criterion validity of the Antisocial Process Screening Device-Self-Report (APSD-SR) in a large sample of Chinese community youth with an average age of 13.89 (SD = 1.27) years. Both exploratory and confirmatory factor analysis supported a four factor solution (Impulsivity [IMP], Callous-Unemotional [CU], Narcissism [NAR], and Asocial behavior [ASO]). The internal consistencies of the APSD total scale and subscales were low to marginal, which were comparable with previous studies. Moreover, the APSD scores were related to criterion variables in ways consistent with predictions based on the new four-factor model. Our findings support the overall utility of the APSD-SR preliminarily for assessing antisocial behavior and psychopathic traits in Chinese community youth.
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Achenbach, T. M., McConaughy, S. H., & Howell, C. T. (1987). Child/adolescent behavioral and emotional problems: implications of cross-informant correlations for situational specificity. Psychological Bulletin, 101, 213–232. doi:10.1037//0033-2909.101.2.213.
American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Arlington: American Psychiatric Publishing.
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). The Hague: Elsevier.
Bijttebier, P., & Decoene, S. (2009). Assessment of psychopathic traits in children and adolescents: further validation of the antisocial process screening device and the childhood psychopathy scale. European Journal of Psychological Assessment, 25, 157–163. doi:10.1027/1015-5759.25.3.157.
Burke, J. D., Loeber, R., & Lahey, B. B. (2007). Adolescent conduct disorder and interpersonal callousness as predictors of psychopathy in young adults. Journal of Clinical Child & Adolescent Psychology, 36, 334–346. doi:10.1080/15374410701444223.
Burns, G. L. (2000). Problem of item overlap between the psychopathy screening device and attention deficit hyperactivity disorder, oppositional defiant disorder, and conduct disorder rating scales. Psychological Assessment, 12, 447–450. doi:10.1037/1040-3590.12.4.447.
Caputo, A. A., Frick, P. J., & Brodsky, S. L. (1999). Family violence and juvenile sex offending: the potential mediating role of psychopathic traits and negative attitudes toward women. Criminal Justice and Behavior, 26, 338–356. doi:10.1177/0093854899026003004.
Clark, L. A., & Watson, D. (1995). Constructing validity: basic issues in objective scale development. Psychological Assessment, 7, 309–319. doi:10.1037//1040-3590.7.3.309.
Colins, O. F., Bijttebier, P., Broekaert, E., & Andershed, H. (2014). Psychopathic-like traits among detained female adolescents reliability and validity of the antisocial process screening device and the youth psychopathic traits inventory. Assessment, 21, 195–209. doi:10.1177/1073191113481997.
Cooke, D. J., & Michie, C. (2001). Refining the construct of psychopathy: towards a hierarchical model. Psychological Assessment, 13, 171–188. doi:10.1037/1040-3590.13.2.171.
Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16, 297–334. doi:10.1007/BF02310555.
de Wied, M., van der Baan, H., Raaijmakers, Q., de Ruiter, C., & Meeus, W. (2014). Factor structure and construct validity of the Dutch version of the Antisocial Process Screening Device. Journal of Psychopathology and Behavioral Assessment, 36, 84–92. doi:10.1007/s10862-013-9371-4.
DiStefano, C. (2002). The impact of categorization with confirmatory factor analysis. Structural Equation Modeling, 9, 327–346. doi:10.1207/S15328007SEM0903-2.
Edens, J. F., Hart, S. D., Johnson, D. W., Johnson, J. K., & Olver, M. E. (2000). Use of the Personality Assessment Inventory to assess psychopathy in offender populations. Psychological Assessment, 12, 132–139. doi:10.1037/1040-3590.12.2.132.
Edens, J. F., Skeem, J. L., Cruise, K. R., & Cauffman, E. (2001). Assessment of “juvenile psychopathy” and its association with violence: a critical review*. Behavioral Sciences & the Law, 19, 53–80. doi:10.1002/bsl.425.
Edens, J. F., & Vincent, G. M. (2008). Juvenile psychopathy: a clinical construct in need of restraint? Journal of Forensic Psychology Practice, 8, 186–197. doi:10.1080/15228930801964042.
Eremsoy, C. E., Karanci, A. N., & Berument, S. K. (2011). Psychometric properties of the antisocial process screening device in a non-clinical sample of Turkish children. Procedia - Social and Behavioral Sciences, 30, 2319–2323. doi:10.1016/j.sbspro.2011.10.452.
Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4, 272–299. doi:10.1037/1082-989X.4.3.272.
Falkenbach, D. M., Poythress, N. G., & Heide, K. M. (2003). Psychopathic features in a juvenile diversion population: reliability and predictive validity of two self‐report measures. Behavioral Sciences & the Law, 21, 787–805. doi:10.1002/bsl.562.
Fite, P. J., Greening, L., Stoppelbein, L., & Fabiano, G. A. (2009). Confirmatory factor analysis of the antisocial process screening device with a clinical inpatient population. Assessment, 16, 103–114. doi:10.1177/1073191108319893.
Flora, D. B., & Curran, P. J. (2004). An empirical evaluation of alternative methods of estimation for confirmatory factor analysis with ordinal data. Psychological Methods, 9, 466–491. doi:10.1037/1082-989X.9.4.466.
Forth, A. E., Hart, S. D., & Hare, R. D. (1990). Assessment of psychopathy in male young offenders. Psychological Assessment: A Journal of Consulting and Clinical Psychology, 2, 342–344. doi:10.1037/1040-3590.2.3.342.
Forth, A. E., Kosson, D. S., & Hare, R. D. (2003). Hare psychopathy checklist-revised: Youth version. Toronto: Multi-Health Systems.
Frick, P., Barry, C., & Bodin, S. (2000a). Applying the concept of psychopathy to children: Implications for the assessment of antisocial youth. In C. Gacono (Ed.), The clinical and forensic assessment of psychopathy: A practitioner’s guide (pp. 1–24). Mahwah: Lawrence Erlbaum.
Frick, P. J., Bodin, S. D., & Barry, C. T. (2000b). Psychopathic traits and conduct problems in community and clinic-referred samples of children: further development of the psychopathy screening device. Psychological Assessment, 12, 382–393. doi:10.1037/1040-3590.12.4.382.
Frick, P. J., & Hare, R. D. (2001). The antisocial process screening device. Toronto: Multi-Health Systems.
Frick, P. J., Kimonis, E. R., Dandreaux, D. M., & Farell, J. M. (2003). The 4 year stability of psychopathic traits in non‐referred youth. Behavioral Sciences & the Law, 21, 713–736. doi:10.1002/bsl.568.
Frick, P. J., O’Brien, B. S., Wootton, J. M., & McBurnett, K. (1994). Psychopathy and conduct problems in children. Journal of Abnormal Psychology, 103, 700–707. doi:10.1037/0021-843X.103.4.700.
Funder, D. C., Kolar, D. C., & Blackman, M. C. (1995). Agreement among judges of personality: interpersonal relations, similarity, and acquaintanceship. Journal of Personality and Social Psychology, 69, 656–672. doi:10.1037/0022-3514.69.4.656.
Fung, A. L. C., Raine, A., & Gao, Y. (2009). Cross-cultural generalizability of the reactive–proactive aggression questionnaire (RPQ). Journal of Personality Assessment, 91, 473–479. doi:10.1080/00223890903088420.
Goodwin, B. E., Sellbom, M., & Salekin, R. T. (in press). Elucidating the construct validity of the antisocial process screening device (APSD) in a sample of young adults. Journal of Psychopathology and Behavioral Assessment. doi: 10.1007/s10862-014-9444-z
Hare, R. D. (1991). The hare psychopathy checklist-revised. Toronto: Multi-Health Systems.
Hare, R. D. (2003). Hare psychopathy checklist-revised (PCL-R): Second edition, technical manual. Toronto: Mult-Health Systems.
IBM SPSS Inc. (2009). IBM SPSS missing values for windows (Version 17). Armonk: IBM.
Johnstone, L., & Cooke, D. J. (2004). Psychopathic–like traits in childhood: conceptual and measurement concerns. Behavioral Sciences & the Law, 22, 103–125. doi:10.1002/bsl.577.
Kline, R. B. (2010). Principles and practice of structural equation modeling (3rd ed.). New York: Guilford Press.
Kotler, J. S., & McMahon, R. J. (2010). Assessment of child and adolescent psychopathy. In R. T. Salek & D. R. Lynam (Eds.), Handbook of child & adolescent psychopathy (pp. 79–109). New York: The Guilford Press.
Laajasalo, T., Saukkonen, S., Kivivuori, J., Salmi, V., Lipsanen, J., & Aronen, E. T. (2014). Self-reported psychopathic-like features among Finnish community youth: Investigation of the factor structure of the antisocial personality screening device. Journal of Adolescence, 37, 1185–1188. doi:10.1016/j.adolescence.2014.08.010.
Leung, P. W., Kwong, S. L., Tang, C. P., Ho, T. P., Hung, S. F., Lee, C. C., & Liu, W. S. (2006). Test–retest reliability and criterion validity of the Chinese version of CBCL, TRF, and YSR. Journal of Child Psychology and Psychiatry, 47, 970–973. doi:10.1111/j.1469-7610.2005.01570.x.
Lilienfeld, S. O., & Fowler, K. A. (2006). The self-report assessment of psychopathy: Problems, pitfalls, and promises. In C. J. Patrick (Ed.), Handbook of psychopathy (pp. 107–132). New York: Guilford Press.
Lubke, G. H., & Muthén, B. O. (2004). Applying multigroup confirmatory factor models for continuous outcomes to Likert scale data complicates meaningful group comparisons. Structural Equation Modeling, 11, 514–534. doi:10.1207/s15328007sem1104-2.
Lynam, D. R. (1997). Pursuing the psychopath: capturing the fledgling psychopath in a nomological net. Journal of Abnormal Psychology, 106, 425–438. doi:10.1037/0021-843X.106.3.425.
McMahon, R. J., Witkiewitz, K., & Kotler, J. S. (2010). Predictive validity of Callous-Unemotional traits measured in early adolescence with respect to multiple antisocial outcomes. Journal of Abnormal Psychology, 119, 752–763. doi:10.1037/a0020796.
Munoz, L. C., & Frick, P. J. (2007). The reliability, stability, and predictive utility of the self-report version of the Antisocial Process Screening Device. Scandinavian Journal of Psychology, 48, 299–312. doi:10.1111/j.1467-9450.2007.00560.x.
Muthén, L. K., & Muthén, B. O. (1998–2010). Mplus user’s guide (7th ed.). Los Angeles, California: Muthén & Muthén.
O’Kearney, R., & Dadds, M. (2004). Developmental and gender differences in the language for emotions across the adolescent years. Cognition and Emotion, 18, 913–938. doi:10.1080/02699930341000356.
Pechorro, P., Maroco, J., Poiares, C., & Vieira, R. X. (2013). Validation of the Portuguese version of the Antisocial Process Screening Device–Self-Report with a focus on delinquent behavior and behavior problems. International Journal of Offender Therapy and Comparative Criminology, 57, 112–126. doi:10.1177/0306624X11427174.
Petrila, J., & Skeem, J. L. (2003). An introduction to the special issues on juvenile psychopathy and some reflections on the current debate. Behavioral Sciences & the Law, 21, 689–694. doi:10.1002/bsl.569.
Poythress, N. G., Dembo, R., Wareham, J., & Greenbaum, P. E. (2006a). Construct validity of the Youth Psychopathic Traits Inventory (YPI) and the Antisocial Process Screening Device (APSD) with justice-involved adolescents. Criminal Justice and Behavior, 33, 26–55. doi:10.1177/0093854805282518.
Poythress, N. G., Douglas, K. S., Falkenbach, D., Cruise, K., Lee, Z., Murrie, D. C., & Vitacco, M. (2006b). Internal consistency reliability of the self-report Antisocial Process Screening Device. Assessment, 13, 107–113. doi:10.1177/1073191105284279.
Raine, A., Dodge, K., Loeber, R., Gatzke-Kopp, L., Lynam, D., Reynolds, C., & Liu, J. (2006). The reactive–proactive aggression questionnaire: differential correlates of reactive and proactive aggression in adolescent boys. Aggressive Behavior, 32, 159–171. doi:10.1002/ab.20115.
Ray, J. V., Hall, J., Rivera-Hudson, N., Poythress, N. G., Lilienfeld, S. O., & Morano, M. (2013). The relation between self-reported psychopathic traits and distorted response styles: a meta-analytic review. Personality Disorders: Theory, Research, and Treatment, 4, 1–14. doi:10.1037/a0026482.
Salekin, R. T. (2006). Psychopathy in children and adolescents: Key issues in conceptualization and assessment. In C. J. Patrick (Ed.), Handbook of psychopathy (pp. 389–414). New York: Guilford Press.
Salekin, R. T., & Lynam, D. R. (2010). Child and adolescent psychopathy: An introduction. In R. T. Salekin & D. R. Lynam (Eds.), Handbook of child and adolescent psychopathy (pp. 1–11). New York: Guilford Press.
Skeem, J. L., Polaschek, D. L., Patrick, C. J., & Lilienfeld, S. O. (2011). Psychopathic personality: bridging the gap between scientific evidence and public policy. Psychological Science in the Public Interest, 12, 95–162. doi:10.1177/1529100611426706.
Silk, K. R. (2008). Personality disorder in adolescence: the diagnosis that dare not speak its name. Personality and Mental Health, 2, 46–48. doi:10.1002/pmh.31.
Spain, S. E., Douglas, K. S., Poythress, N. G., & Epstein, M. (2004). The relationship between psychopathic features, violence and treatment outcome: the comparison of three youth measures of psychopathic features. Behavioral Sciences & the Law, 22, 85–102. doi:10.1002/bsl.576.
Vahl, P., Colins, O. F., Lodewijks, H. P., Markus, M. T., Doreleijers, T. A., & Vermeiren, R. R. (2014). Psychopathic-like traits in detained adolescents: clinical usefulness of self-report. European Child & Adolescent Psychiatry, 23, 691–699. doi:10.1007/s00787-013-0497-4.
Viding, E., Blair, R. R., Moffitt, T. E., & Plomin, R. (2005). Evidence for substantial genetic risk for psychopathy in 7-year-olds. Journal of Child Psychology & Psychiatry, 46, 592–597. doi:10.1111/j.1469-7610.2004.00393.x.
Vitacco, M. J., Rogers, R., & Neumann, C. S. (2003). The antisocial process screening device: an examination of its construct and criterion-related validity. Assessment, 10, 143–150. doi:10.1177/1073191103010002005.
Acknowledgments
This research was supported by grants from the National Natural Science Foundation of China (Grant No. 31400904).
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The authors have no conflicts of interest to report.
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The study was approved by the Human Subjects Review Committee at GuangzhouUniversity, and it followed the approved procedures.
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Wang, MC., Deng, Q., Armour, C. et al. The Psychometric Properties and Factor Structure of the Antisocial Process Screening Device Self-Report Version in Chinese Adolescents. J Psychopathol Behav Assess 37, 553–562 (2015). https://doi.org/10.1007/s10862-015-9486-x
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DOI: https://doi.org/10.1007/s10862-015-9486-x