Abstract
The present study aimed to examine the psychometric properties of the Youth Psychopathic Traits Inventory (YPI) and its short version (YPI-S) in a sample of 2081 Chinese 11- to 19-year-old school-attending youth (M age = 14.27, SD = 1.62). Confirmatory factor analyses showed that a bifactor model best fit the data at the subscale level for the YPI and at the item level for the YPI-S. The internal consistency of the YPI and YPI-S scores ranged from marginal to good. Measurement invariance testing revealed that the bifactor model of the YPI-S was equivalent across gender, while the bifactor model of the YPI showed moderate differences between boys and girls. Both the YPI and YPI-S total and factor scores were positively related to Antisocial Process Screening Device scores and Rule-Breaking and Aggressive behavior, though these relations were most often stronger for the YPI scores. In conclusion, the Chinese-language versions of the YPI and YPI-S hold promise as assessment tools to measure psychopathic traits in Chinese adolescents but are not without limitations. Whereas the YPI-S is more time-effective and yields scores that are more internally consistent than the YPI, the YPI seems to outperform the YPI-S in terms of convergent and criterion validity.
Similar content being viewed by others
Notes
This bifactor model adds a fourth, general factor (i.e., the YPI total score) on which all observed variables load to the three-factor model. The general factor in the bifactor model captures what the items have in common and is not already captured in the specific factors. Thus, this model tests the view that each item is a measure of the general factor, and that some items in addition index other more specific constructs that are not correlated with the general factor. In contrast with the hierarchical three-factor model, the bifactor model assumes that the specific factors are not subsumed by the general factor but are uncorrelated and distinct (Pihet et al. 2014; Patrick et al. 2007).
In total, 576 11–19 year old participants were recruited from school 1 [M = 15.15, SD = 1.86; 263 (46.6%) boys; 444 (97.8%) Han], and 1505 11–19 year old participants from school 2 [M = 13.95, SD = 1.40; 777 (52.4%) boys; 1428 (98.6%) Han].
Skewness ranged from .26 (Impulsivity subscale) to 1.80 (Manipulation subscale) and kurtosis from .12 (Callousness subscale) to 4.25 (Manipulation subscale). In line with recommendations (Finney and DiStefano 2006), robust Maximum Likelihood estimation (MLM) was used to deal with non-normally distributed data.
By means of a spreadsheet that was developed by DeCoster and Lselin (2005) and can be retrieved at: http://stat-help.com/spreadsheets.html
All factor loadings for these models can be retrieved in the Appendix.
These values were very similar to the findings reported by Zwaanswijk et al. (2016): ωH = .78 and ωHS = .11(GM), .26(CU) and .22(II), respectively.
References
Achenbach, T. M. (1991). Manual for the youth self-report and 1991 profile. Burlington: Department of Psychiatry, University of Vermont.
Aghajani, M., Klapwijk, E. T., van der Wee, N. J., Veer, I. M., Rombouts, S. A., Boon, A. E., et al. (2016). Disorganized amygdala networks in conduct-disordered juvenile offenders with callous-unemotional traits. Biological Psychiatry. doi:10.1016/j.biopsych.2016.05.017.
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, J. M. Philippa, K. C. M. P. Ferenshild, & B. Van Lodesteijn (Eds.), Psychopaths: Current international perspectives (pp. 131–158). The Hague: Elsevier.
Andershed, H., Hodgins, S., & Tengstrom, A. (2007). Convergent validity of the youth psychopathic traits inventory (YPI): Association with the psychopathy checklist: Youth version (PCL: YV). Assessment, 14, 144–154. doi:10.1177/1073191106298286.
Barker, C., Pistran, N., & Elliot, R. (1994). Research methods in clinical and counselling psychology. Chichester: Wiley.
Brown, T. A. (2015). Confirmatory factor analysis of applied research (2nd ed.). New York: Guilford Press
Campbell, M. A., Doucette, N. L., & French, S. (2009). Validity and stability of the youth psychopathic traits inventory in a nonforensic sample of young adults. Journal of Personality Assessment, 91, 584–592. doi:10.1080/00223890903228679.
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9, 233–255. doi:10.1207/S15328007SEM0902_5.
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.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Hillsdale: Lawrence Earlbaum Associates.
Colins, O. F. (2016). The clinical usefulness of the DSM–5 specifier for conduct disorder outside of a research context. Law and Human Behavior, 40, 310–318. doi:10.1037/lhb0000173.
Colins, O. F., & Andershed, H. (2016). The youth psychopathic traits inventory-short version in a general population sample of emerging adults. Psychological Assessment, 28, 449–457. doi:10.1037/pas0000189.
Colins, O., Vermeiren, R., Schuyten, G., Broekaert, E., & Soyez, V. (2008). Informant agreement in the assessment of disruptive behavior disorders in detained minors in Belgium: A diagnosis-level and symptom-level examination. The Journal of Clinical Psychiatry, 69, 141–148. doi:10.4088/JCP.v69n0119.
Colins, O. F., Noom, M., & Vanderplasschen, W. (2012). Youth psychopathic traits inventory-short version: A further test of the internal consistency and criterion validity. Journal of Psychopathology and Behavioral Assessment, 34, 476–486. doi:10.1007/s10862-012-9299-0.
Colins, O. F., Andershed, H., Frogner, L., Lopez-Romero, L., Veen, V., & Andershed, A.-K. (2014a). A new measure to assess psychopathic personality in children: The child problematic traits inventory. Journal of Psychopathology and Behavioral Assessment, 36, 4–21. doi:10.1007/s10862-013-9385-y.
Colins, O. F., Bijttebier, P., Broekaert, E., & Andershed, H. (2014b). 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.
Colins, O. F., van Damme, L., Andershed, H., Fanti, K. A., & DeLisi, M. (2015a). Self-reported psychopathic traits and antisocial outcomes in detained girls a prospective study. Youth Violence and Juvenile Justice. doi:10.1177/1541204015619659.
Colins, O. F., Andershed, H., & Pardini, D. A. (2015b). Psychopathic traits as predictors of future criminality, intimate partner aggression, and substance use in young adult men. Law and Human Behavior, 39, 547–558. doi:10.1037/lhb0000148.
Colins, O. F., Veen, V., Veenstra, M., Frogner, L., & Andershed, H. (2016). The child problematic traits inventory in a Dutch general population sample of 3-to 7-year-old children. European Journal of Psychological Assessment. doi:10.1027/1015-5759/a000347.
Colins, O. F., Fanti, K., Larsson, H., & Andershed, H. (2017). Psychopathic traits in early childhood further validation of the child problematic traits inventory. Assessment, 24, 602–614. doi:10.1177/1073191115624544
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.
Davis, E., Greenberger, E., Charles, S., Chen, C., Zhao, L., & Dong, Q. (2012). Emotion experience and regulation in china and the United States: How do culture and gender shape emotion responding? International Journal of Psychology, 47, 230–239. doi:10.1080/00207594.2011.626043.
Declercq, F., Markey, S., Vandist, K., & Verhaeghe, P. (2009). The youth psychopathic trait inventory: Factor structure and antisocial behavior in non–referred 12–17–year–olds. Journal of Forensic Psychiatry & Psychology, 20, 577–594. doi:10.1080/14789940802651757.
DeCoster, J., & Iselin, A-M.(2005). Comparing correlation coefficients[spreadsheet]. Retrieved from http://stat-help.com/spreadsheets.html
DeLisi, M., Dansby, T., Peters, D. J., Vaughn, M. G., Shook, J. J., & Hochstetler, A. (2014). Fledgling psychopathic features and pathological delinquency: New evidence. American Journal of Criminal Justice, 39, 411–424. doi:10.1007/s12103-013-9218-2.
Dunn, O. J., & Clark, V. (1969). Correlation coefficients measured on the same individuals. Journal of the American Statistical Association, 64, 366–377. doi:10.1080/01621459.1969.10500981.
Finney, S. J., & DiStefano, C. (2006). Nonnormal and categorical data in structural equation modeling. In G. R. Hancock & R. O. Mueller (Eds.), Structural equation modeling: A second course (pp. 269–314). Greenwich: IAP.
Forth, A. E., & Burke, H. C. (1998). Psychopathy in adolescence: assessment, violence, and developmental precursors. In Psychopathy: Theory, Research and Implications for Society (pp. 205–229). Springer Netherlands.
Frick, P. J., & Hare, R. D. (2001). The antisocial process screening device. Toronto: Multi–Health Systems.
Frick, P. J., Bodin, S. D., & Barry, C. T. (2000). 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., Ray, J., Thornton, L., & Kahn, R. (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, 1–57. doi:10.1037/a0033076.
Fung, A. L., Gao, Y., & Raine, A. (2010). The utility of the child and adolescent psychopathy construct in Hong Kong, China. Journal of Clinical Child & Adolescent Psychology, 39, 134–140. doi:10.1080/15374410903401138.
Gillen, C. T., MacDougall, E. A., Forth, A. E., Barry, C. T., & Salekin, R. T. (2017). Validity of the youth psychopathic traits inventory–short version in justice-involved and at-risk adolescents. Assessment. doi:10.1177/1073191117700723.
Gordts, S., Uzieblo, K., Neumann, C., Van den Bussche, E., & Rossi, G. (2017). Validity of the self-report psychopathy scales (SRP-III full and short versions) in a community sample. Assessment, 24, 308–325. doi:10.1177/1073191115606205.
Hare, R. D. (2003). Manual for the Hare psychopathy checklist. Revised 2nd ed. Toronto: Multi-Health Systems.
Hillege, S., Das, J., & de Ruiter, C. (2010). The youth psychopathic traits inventory: Psychometric properties and its relation to substance use and interpersonal style in a Dutch sample of non–referred adolescents. Journal of Adolescence, 33, 83–91. doi:10.1016/j.adolescence.2009.05.006.
Kline, R. B. (2010). Principles and practice of structural equation modeling (3rd ed.). New York: Guilford Press.
Lau, K. S., & Marsee, M. A. (2013). Exploring narcissism, psychopathy, and Machiavellianism in youth: Examination of associations with antisocial behavior and aggression. Journal of Child and Family Studies, 22, 355–367. doi:10.1007/s10826-012-9586-0.
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.
Levenson, M. R., Kiehl, K. A., & Fitzpatrick, C. M. (1995). Assessing psychopathic attributes in a noninstitutionalized population. Journal of Personality and Social Psychology, 68, 151–158. doi:10.1037/0022-3514.68.1.151.
Lilienfeld, S. O., & Fowler, K. J. (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.
Marsee, M. A., Silverthorn, P., & Frick, P. J. (2005). The association of psychopathic traits with aggression and delinquency in non–referred boys and girls. Behavioral Sciences & the Law, 23(6), 803–817. doi:10.1002/bsl.662.
Meredith, W., & Teresi, J. A. (2006). An essay on measurement and factorial invariance. Medical Care, 44, S69–S77. doi:10.1097/01.mlr.0000245438.73837.89.
Miller, J. D., Watts, A., & Jones, S. E. (2011). Does psychopathy manifest divergent relations with components of its nomological network depending on gender? Personality and Individual Differences, 50, 564–569. doi:10.1016/j.paid.2010.11.028.
Mokros, A., Hollerbach, P., Vohs, K., Nitschke, J., Eher, R., & Habermeyer, E. (2013). Normative data for the psychopathy checklist–revised in German-speaking countries a meta-analysis. Criminal Justice and Behavior, 40, 1397–1412. doi:10.1177/0093854813492519.
Muthén, L. K., & Muthén, B. O. (1998–2015). Mplus User’s Guide (7th ed.). Seventh Edition. Los Angeles: Muthén & Muthén.
Neumann, C. S., & Pardini, D. (2014). Factor structure and construct validity of the self-report psychopathy (SRP) scale and the youth psychopathic traits inventory (YPI) in young men. Journal of Personality Disorders, 28, 419–433. doi:10.1521/pedi_2012_26_063.
Neumann, C. S., Schmitt, D. S., Carter, R., Embley, I., & Hare, R. D. (2012). Psychopathic traits in females and males across the globe. Behavioral Sciences & the Law, 30, 557–574. doi:10.1002/bsl.2038.
Orue, I., & Andershed, H. (2015). The youth psychopathic traits inventory-short version in Spanish adolescents–factor structure, reliability, and relation with aggression, bullying, and cyber bullying. Journal of Psychopathology and Behavioral Assessment, 37, 563–575. doi:10.1007/s10862-015-9489-7.
Patrick, C. J. (2006). Handbook of psychopathy. New York: Guilford Press.
Patrick, C. J., Hicks, B. M., Nichol, P. E., & Krueger, R. F. (2007). A bifactor approach to modeling the structure of the psychopathy checklist-revised. Journal of Personality Disorders, 21, 118–141. doi:10.1521/pedi.2007.21.2.118.
Patrick, C. J., Fowles, D. C., & Krueger, R. F. (2009). Triarchic conceptualization of psychopathy: Developmental origins of disinhibition, boldness, and meanness. Development and Psychopathology, 21, 913–938. doi:10.1017/S0954579409000492.
Pechorro, P., Andershed, H., Ray, J. V., Maroco, J., & Gonçalves, R. A. (2015). Validation of the youth psychopathic traits inventory and youth psychopathic traits inventory–short version among incarcerated juvenile delinquents. Journal of Psychopathology and Behavioral Assessment, 37, 576–586. doi:10.1007/s10862-015-9490-1.
Pihet, S., Suter, M., Meylan, N., & Schmid, M. (2014). Factor structure of the youth psychopathic traits inventory using the total score, three scale scores, and/or 10 subscale scores. Criminal Justice and Behavior, 41, 1214–1231. doi:10.1177/0093854814540287.
Poythress, N. G., Dembo, R., Wareham, J., & Greenbaum, P. E. (2006). 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.
R Core Team. (2016). R: A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing.
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.
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, 129–140. doi:10.1080/00223891.2012.725437.
Revelle, W. (2016). Psych: Procedures for personality and psychological research. Northwestern University, Evanston. http://cran.r-project.org/web/packages/psych/. R package version 1.6.4.
Rodriguez, A., Reise, S. P., & Haviland, M. G. (2016). Applying bifactor statistical indices in the evaluation of psychological measures. Journal of Personality Assessment, 98, 223–237. doi:10.1080/00223891.2015.1089249.
Salekin, R. T. (2010). Psychopathy in children and adolescents: The road ahead. In R. T. Salekin & D. R. Lynam (Eds.), Handbook of child and adolescent psychopathy (pp. 401–419). New York: Guilford.
Salekin, R. T. (2015). Forensic evaluation and treatment of juveniles: Innovation and best practice. Washington, DC: American Psychological Association.
Salekin, R. T., Chen, D. R., Sellbom, M., Lester, W. S., & MacDougall, E. (2014). Examining the factor structure and convergent and discriminant validity of the Levenson self-report psychopathy scale: Is the two-factor model the best fitting model? Personality Disorders: Theory, Research, and Treatment, 5, 289–304. doi:10.1037/per0000073.
Satorra, A., & Bentler, P. M. (1994). Corrections to test statistics and standard errors in covariance structure analysis. In A. von Eye & C. C. Clogg (Eds.), Latent variables analysis: Applications for developmental research (pp. 399–419). Thousand Oaks: Sage.
Shou, Y., Sellbom, M., & Han, J. (2016a). Evaluating the construct validity of the Levenson self-report psychopathy scale in China. Assessment. Advance online publication. doi:10.1177/1073191116637421.
Shou, Y., Sellbom, M., & Han, J. (2016b). Development and validation of the Chinese Triarchic psychopathy measure. Journal of Personality Disorders, 30, 436–450. doi:10.1521/pedi.2016.30.4.436.
Skeem, J. L., & Cauffman, E. (2003). Views of the downward extension: Comparing the youth version of the psychopathy checklist with the youth psychopathic traits inventory. Behavioral Sciences & the Law, 21, 737–770. doi:10.1002/bsl.563.
Steiger, J. H. (1980). Tests for comparing elements of a correlation matrix. Psychological Bulletin, 87, 245–251. doi:10.1037/0033-2909.87.2.245.
Stellwagen, K. K., & Kerig, P. K. (2013). Dark triad personality traits and theory of mind among school-age children. Personality and Individual Differences, 54, 123–127. doi:10.1016/j.paid.2012.08.019.
Vahl, P., Colins, O., Markus, M., Lodewijkcs, H., Doreleijers, T., & Vermeiren, R. (2014). Psychopathic-like traits in detained male adolescents: The usefulness of self-report outside a research context. European Child & Adolescent Psychiatry, 23, 691–699. doi:10.1007/s00787-013-0497-4.
van Baardewijk, Y., Stegge, H., Andershed, H., Thomaes, S., Scholte, E., & Vermeiren, R. (2008). Measuring psychopathic traits in children through self-report. The development of the youth psychopathic traits inventory–child version. International Journal of Law and Psychiatry, 31, 199–209. doi:10.1016/j.ijlp.2008.04.004.
van Baardewijk, Y., Andershed, H., Stegge, H., Nilsson, K. W., Scholte, E., & Vermeiren, R. (2010). Development and tests of short versions of the youth psychopathic traits inventory and the youth psychopathic traits inventory–child version. European Journal of Psychological Assessment, 26, 122–128. doi:10.1027/1015-5759/a000017.
Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3, 4–70. doi:10.1177/109442810031002.
Wang, M.-C., Deng, Q., Armour, C., Bi, X., & Zeng, H. (2015). The Psychometric Properties and Factor Structure of the Antisocial Process Screening Device Self-Report Version in Chinese Adolescents. Journal of Psychopathology and Behavioral Assessment, 37, 553–562. doi:10.1007/s10862-015-9486-x.
Yokota, K. (2012). The validity of a three-factor model in PPI-R and social dominance orientation in Japanese sample. Personality and Individual Differences, 53, 907–911. doi:10.1016/j.paid.2012.07.006.
Zwaanswijk, W., Veen, V. C., & Vedder, P. (2016). The youth psychopathic traits inventory a Bifactor model, dimensionality, and measurement invariance. Assessment. doi:10.1177/1073191116632340.
Zinbarg, R., Yovel, I., Revelle, W., & McDonald, R. P. (2006). Estimating generalizability to a latent variable common to all of a scale’s indicators: A comparison of estimators for h. Applied Psychological Measurement, 30, 121–144. http://dx.doi.org/10.1177/0146621605278814.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Funding
This study was funded by the National Natural Science Foundation of China (Grant No. 31400904), Xinmiao project of Guangzhou University (2014–27) and Foundation of Guangzhou Shishu Gaoxiao Project (Grant No. 1201431330).
Ethical Approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Informed Consent
Informed consent was obtained from all individual participants included in the study.
Conflict of Interest
Meng-Cheng Wang, Olivier F. Colins, Qiaowen Deng, Henrik Andershed, Jiaxin Deng, and Haosheng Ye declare that they have no conflict of interest.
Experiment Participants
ll procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Appendix
Appendix
Rights and permissions
About this article
Cite this article
Wang, MC., Colins, O.F., Deng, Q. et al. Psychometric Properties of the Original and Shortened Version of the Youth Psychopathic Traits Inventory among Chinese Adolescents. J Psychopathol Behav Assess 39, 620–634 (2017). https://doi.org/10.1007/s10862-017-9619-5
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10862-017-9619-5