Abstract
The popular short Dark Triad (SD3) measure was translated into Chinese (SD3-C). In two large samples (total N = 950), we evaluated its psychometric properties, including: (a) factorial structure, and (b) reliability estimates and intercorrelations of the three subscales. The nomological network was explored by showing links with established personality models, namely, the Five-Factor and HEXACO models. Congruence coefficients showed a correspondence of factor loadings across English and Chinese versions as a first hint at measurement invariance. Overall, our results suggest that scores derived from the SD3-C behave similarly to the English SD3 and can be used for future research.
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Notes
For a copy of the Chinese version, please contact the first author.
We freely estimated the correlations among residuals of corresponding reverse-scored items as recommended by Gnambs and Schroeders in press.
References
Asparouhov, T., & Muthén, B. (2006). Robust chi square difference testing with mean and variance adjusted test statistics. Mplus Web Notes: No. 10.
Asparouhov, T., & Muthén, B. (2009). Exploratory structural equation modeling. Structural Equation Modeling: A Multidisciplinary Journal, 16, 439–476.
Atari, M., & Chegeni, R. (2016). Assessment of dark personalities in Iran: Psychometric evaluation of the Farsi translation of the short dark triad (SD3-F). Personality and Individual Differences, 102, 111–117.
Baughman, H. M., Dearing, S., Giammarco, E., & Vernon, P. A. (2012). Relationships between bullying behaviours and the dark triad: A study with adults. Personality and Individual Differences, 52, 571–575.
Beauducel, A., & Wittmann, W. W. (2005). Simulation study on fit indexes in CFA based on data with slightly distorted simple structure. Structural Equation Modeling, 12, 41–75.
Bond, M. H. (1993). Emotions and their expression in Chinese culture. Journal of Nonverbal Behavior, 17, 245–262.
Bond, M. H., Lun, V. M. C., Chan, J., Chan, W. W. Y., & Wong, D. (2012). Enacting modesty in Chinese culture: The joint contribution of personal characteristics and contextual features. Asian Journal of Social Psychology, 15, 14–25.
Book, A., Visser, B. A., & Volk, A. A. (2015). Unpacking “evil”: Claiming the core of the dark triad. Personality and Individual Differences, 73, 29–38.
Chiu, L. (1987). Child-rearing attitudes of Chinese, Chinese-American, and Anglo American mothers. International Journal of Psychology, 22, 409–419.
Christie, R., & Geis, F. (1970). Studies in Machiavellianism. New York: Academic Press.
Cohen, D., & Gunz, A. (2002). As seen by the other: Perspectives on the self in the memories and emotional perceptions of easterners and westerners. Psychological Science, 13, 55–59.
Cronbach, L. J., & Meehl, P. E. (1955). Construct validity in psychological tests. Psychological Bulletin, 5, 281–302.
Cui, N., Li, M., & Gao, E. (2001). Views of Chinese parents on the provision of contraception to unmarried youth. Reproductive Health Matters, 9, 137–145.
D'Souza, M. F., & Jones, D. N. (2017). Taxonomia da Rede Científica do Dark Triad: Revelações no Meio Empresarial e Contábil. Revista de Educação e Pesquisa em Contabilidade (REPeC), 11, 290–306.
Egorova, M. S., Parshikova, O. V., & Sitnikova, M. A. (2016). The structure of the short dark triad questionnaire on russian population. Personality and Individual Differences, 101, 475–476.
Foster, J. D., Campbell, W. K., & Twenge, J. M. (2003). Individual differences in narcissism: Inflated self-views across the lifespan and around the world. Journal of Research in Personality, 37, 469–486.
Furnham, A., Richards, S. C., & Paulhus, D. L. (2013). The dark triad of personality: A 10-year review. Social and Personality Compass, 7, 199–216.
Gamache, D., Savard, C., & Maheux-Caron, V. (2017). French adaptation of the short dark triad: Psychometric properties and a head-to-head comparison with the dirty dozen. Personality and Individual Differences, 122, 164–170.
Geel, M. V., Goemans, A., Toprak, F., & Vedder, P. (2017). Which personality traits are related to traditional bullying and cyberbullying? A study with the big five, dark triad and sadism. Personality and Individual Differences, 106, 231–235.
Geng, Y. G., Sun, Q. B., Huang, J. Y., Zhu, Y. Z., & Han, X. H. (2015). Dirty dozen and short dark triad: A Chinese validation of two brief measures of the dark triad. Chinese Journal of Clinical Psychology, 23, 246–250.
Gnambs, T., & Schroeders, U. (in press). Cognitive abilities explain wording effects in the Rosenberg self-esteem scale. Assessment.
Harms, P. D., Spain, S. M., & Hannah, S. T. (2011). Leader development and the dark side of personality. Leadership Quarterly, 22, 495–509.
Heene, M., Hilbert, S., Draxler, C., Ziegler, M., & Bühner, M. (2011). Masking misfit in confirmatory factor analysis by increasing unique variances: A cautionary note on the usefulness of cutoff values of fit indices. Psychological Methods, 16, 319.
Hodson, G., Book, A., Visser, B. A., Volk, A. A., Ashton, M. C., & Lee, K. (2018). Is the dark triad common factor distinct from low honesty-humility? Journal of Research in Personality, 73, 123–129.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6, 1–55.
John, O. P., & Srivastava, S. (1999). The big five trait taxonomy: History, measurement, and theoretical perspectives. In L. A. Pervin & O. P. John (Eds.), Handbook of personality theory and research (pp. 102–138). New York: Guilford Press.
Jonason, P. K., & Webster, G. D. (2010). The dirty dozen: A concise measure of the dark triad. Psychological Assessment, 22, 420–432.
Jonason, P. K., Li, N. P., Webster, G. D., & Schmitt, D. P. (2009). The dark triad: Facilitating a short-term mating strategy in men. European Journal of Personality, 23, 5–18.
Jones, D. N., & Paulhus, D. L. (2014). Introducing the short dark triad ( SD3): A brief measure of dark personality traits. Assessment, 21, 28–41.
Jones, D. N., & Paulhus, D. L. (2017). Duplicity among the dark triad: Three faces of deceit. Journal of Personality and Social Psychology, 113, 329–342.
Kurman, J., & Sriram, N. (2002). Interrelationships among vertical and horizontal collectivism, modesty, and self-enhancement. Journal of Cross-Cultural Psychology, 33, 71–86.
LeBreton, J. M., Shiverdecker, L. K., & Grimaldi, E. M. (2018). The dark triad and workplace behavior. Annual Review of Organizational Psychology and Organizational Behavior, 5, 387–414.
Lee, K., & Ashton, M. C. (2004). Psychometric properties of the HEXACO personality inventory. Multivariate Behavioral Research, 39, 329–358.
Lee, K. B., & Ashton, M. C. (2005). Psychopathy, Machiavellianism, and narcissism in the five-factor model and the HEXACO model of personality structure. Personality and Individual Differences, 38, 1571–1582.
Li, H. X. (2014). On the reliability and validity of short-D3. Journal of Taiyuan Normal University (Natural Science Edition), 13, 72–75.
Lorenzo-Seva, U., & Ten Berge, J. M. F. (2006). Tucker's congruence coefficient as a meaningful index of factor similarity. Methodology European Journal of Research Methods for the Behavioral and Social Sciences, 2, 57–64.
Malesza, M., Ostaszewski, P., Büchner, S., & Kaczmarek, M. C. (2017). The adaptation of the short dark triad personality measure – Psychometric properties of a German sample. Current Psychology, 1, 1–10.
McLarnon, M. J. W., & Tarraf, M. C. (2017). The dark triad: Specific or general sources of variance? A bifactor exploratory structural equation modeling approach. Personality and Individual Differences, 112, 67–73.
Morin, A. J. S., Arens, A. K., Tran, A., & Caci, H. (2016). Exploring sources of constructrelevant multidimensionality in psychiatric measurement: A tutorial and illustration using the composite scale of morningness. International Journal of Methods in Psychiatric Research, 25, 277–288.
Moshagen, M., Hilbig, B. E., & Zettler, I. (2018). The dark core of personality. Psychological Review, 125(5), 656–688. https://doi.org/10.1037/rev0000111.
Muthén, L. K., & Muthén, B. O. (1998-2017). Mplus User’s guide: 8th edition. Los Angeles, CA: Muthen & Muthen.
Özsoy, E., Rauthmann, J. F., Jonason, P. K., & Ardic, K. (2017). Reliability and validity of the Turkish versions of dark triad dirty dozen (DTDD-T), short dark triad (SD3-T), and single item narcissism scale (SINS-T). Personality and Individual Differences, 117, 11–14.
Paulhus, D. L., & Williams, K. M. (2002). The dark triad of personality: Narcissism, Machiavellianism, and psychopathy. Journal of Research in Personality, 36, 556–563.
Paulhus, D. L., Neumann, C. S., & Hare, R. D. (2016). Manual for the self-report psychopathy scale (4th ed.). Toronto: Multi-Health Systems.
Persson, B. N., Kajonius, P. J., & Garcia, D. (2017). Revisiting the structure of the short dark triad. Assessment, 1–14. https://doi.org/10.1177/1073191117701192.
Pineda, D., Sandín, B., & Muris, P. (2018). Psychometrics properties of the spanish version of two dark triad scales: The dirty dozen and the short dark triad. Current Psychology, 4.
Raskin, R., & Terry, H. (1988). A principal-components analysis of the narcissistic personality-inventory and further evidence of its construct-validity. Journal of Personality and Social Psychology, 54, 890–902.
Revelle, W. (2015). An overview of the r psych package. Northwestern University.
Revelle, W., & Zinbarg, R. E. (2009). Coefficients alpha, Beta, omega, and the glb: Comments on Sijtsma. Psychometrika, 74, 145–154.
Roberts, S., & Pashler, H. (2000). How persuasive is a good fit? A comment on theory testing. Psychological Review, 107, 358–367.
Savard, C., Simard, C., & Jonason, P. K. (2017). Psychometric properties of the French-Canadian version of the dark triad dirty dozen. Personality and Individual Differences, 119, 122–128.
Sun, S. S. (2015). The Chinese version of HEXACO-100 inventory and validation among university students. (Doctoral dissertation, Tianjin Normal University).
Tamura, A., Oshio, A., Tanaka, K., Masui, K., & Jonason, P. K. (2015). Development, reliability, and validity of the Japanese version of dark triad dirty dozen (DTDD-J). The Japanese Journal of Personality, 1, 26–37.
Tucker, L. R. (1951). A method for synthesis of factor analysis studies (Technical Report No. PRS-984). Educational Testing Service, Princeton, NJ.
Veselka, L., Schermer, J. A., & Vernon, P. A. (2012). The dark triad and an expanded framework of personality. Personality and Individual Differences, 53, 417–425.
Webster, G. D., & Jonason, P. K. (2013). Putting the "IRT" in "dirty": Item response theory analyses of the dark triad dirty dozen-an efficient measure of narcissism, psychopathy, and Machiavellianism. Personality and Individual Differences, 54, 302–306.
Williams, K. M., Nathanson, C., & Paulhus, D. L. (2010). Identifying and profiling scholastic cheaters: Their personality, cognitive ability, and motivation. Journal of Experimental Psychology: Applied, 16, 293–307.
Yik, M. S., & Tang, C. S. (1996). Linking personality and values: The importance of a culturally relevant personality scale. Personality and Individual Differences, 21, 767–774.
Zeigler-Hill, V. E., & Marcus, D. K. (2016). The dark side of personality: Science and practice in social, personality, and clinical psychology. Washington: American Psychological Association.
Zhou, J. (2010). Construct validity of big five inventory. Science of Social Psychology [J], 1, 22–29.
Ziegler, M., & Bühner, M. (2009). Modeling socially desirable responding and its effects. Educational and Psychological Measurement, 69(4), 548–565.
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We thank the school principals, teachers and students whose support made this study possible.
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This work was sponsored by Peak Discipline Construction Project of Education at East China Normal University. The third author received funding from the Social Sciences and Humanities of Canada.
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Zhang, J., Ziegler, M. & Paulhus, D.L. Development and evaluation of the short Dark Triad – Chinese version (SD3-C). Curr Psychol 39, 1161–1171 (2020). https://doi.org/10.1007/s12144-019-00272-3
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DOI: https://doi.org/10.1007/s12144-019-00272-3