Skip to main content
Log in

Does the Dark Triad Manifest Similarly in men and Women? Measurement Invariance of the Dirty Dozen across sex

  • Published:
Current Psychology Aims and scope Submit manuscript

Abstract

The Dark Triad is a constellation of three socially undesirable personality traits: narcissism, psychopathy, and Machiavellianism. Previous research has shown that men tend to score higher than women on Dark Triad scales, but the validity of these results is questionable as there is no evidence that the scales used exhibit measurement invariance across sex in the adult population. Here, we report four studies assessing the measurement invariance across sex of a recently developed, concise measure of the Dark Triad, namely Jonason and Webster's (2010) Dirty Dozen (DD). As no validated Italian version of the DD was available, we developed an Italian version and assessed its psychometric properties. Studies 1 to 3 revealed that the Italian DD had adequate psychometric properties, and replicated the three-factor structure and the nomological network of the original version. Study 4 provided evidence of the measurement invariance of the DD across sex, such that men scored higher than women with respect to psychopathy, Machiavellianism, and, to a lesser extent, narcissism. These findings indicate that the DD can be used to provide reliable assessments of sex differences in Dark Triad traits. Furthermore, the results of sex comparisons are consistent with a biosocial approach to social role theory that assumes that being agentic rather than communal is considered desirable for men and undesirable for women.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Aghababaei, N., Mohammadtabar, S., & Saffarinia, M. (2014). Dirty dozen vs. the H factor: Comparison of the dark triad and honesty-humility in prosociality, religiosity, and happiness. Personality and Individual Differences, 67, 6–1. doi:10.1016/j.paid.2014.03.026.

    Article  Google Scholar 

  • American Psychological Association. (2010). Ethical principles of psychologists and code of conduct. Retrieved from http://apa.org/ethics/code/index.aspx.

  • Asparouhov, T., & Muthén, B. (2009). Exploratory structural equation modeling. Structural Equation Modeling, 16(3), 397–438. doi:10.1080/10705510903008204.

    Article  Google Scholar 

  • Behling, O., & Law, K. S. (2000). Translating questionnaires and other research instruments: Problems and solutions. Thousand Oaks: Sage.

    Book  Google Scholar 

  • Buss, A. H., & Perry, M. (1992). The aggression questionnaire. Journal of Personality and Social Psychology, 63(3), 452–459. doi:10.1037/0022-3514.63.3.452.

    Article  PubMed  Google Scholar 

  • Butcher, J. N., Dahlstrom, W. G., Graham, J. R., Tellegen, A., & Kaemmer, B. (1989). MMPI-2: Manual for administration and scoring. Minneapolis: University of Minnesota Press.

    Google Scholar 

  • Cain, N. M., Pincus, A. L., & Ansell, E. B. (2008). Narcissism at the crossroads: Phenotypic description of pathological narcissism across clinical theory, social/personality psychology, and psychiatric diagnosis. Clinical Psychology Review, 28(4), 638–656. doi:10.1016/j.cpr.2007.09.006.

    Article  PubMed  Google Scholar 

  • Cale, E. M., & Lilienfeld, S. O. (2002). Sex differences in psychopathy and antisocial personality disorder: A review and integration. Clinical Psychology Review, 22(8), 1179–1207. doi:10.1016/S0272-7358(01)00125-8.

    Article  PubMed  Google Scholar 

  • Caprara, G. V., Barbaranelli, C., Borgogni, L., & Perugini, M. (1993). The “big five questionnaire”: A new questionnaire to assess the five factor model. Personality and Individual Differences, 15(3), 281–288. doi:10.1016/0191-8869(93)90218-R.

    Article  Google Scholar 

  • Caprara, G. V., Barbaranelli, C., De Carlo, N. A., & Robusto, E. (Eds.). (2006). Multidimensional personality profile. Milano: Franco Angeli.

    Google Scholar 

  • Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464–504. doi:10.1080/10705510701301834.

    Article  Google Scholar 

  • Christie, R., & Geis, F. L. (1970). Studies in Machiavellianism. New York: Academic Press.

    Google Scholar 

  • Czarna, A. Z., Jonason, P. K., Dufner, M., & Kossowska, M. (2016). The dirty dozen scale: Validation of a polish version and extension of the nomological net. Frontiers in Psychology, 7, 445. doi:10.3389/fpsyg.2016.00445.

    Article  PubMed  PubMed Central  Google Scholar 

  • De Winter, J. C. F., Dodou, D., & Wieringa, P. A. (2009). Exploratory factor analysis with small sample sizes. Multivariate Behavioral Research, 44(2), 147–181. doi:10.1080/00273170902794206.

    Article  PubMed  Google Scholar 

  • Donà, G., Micheluzzi, F., & Boaretto, M. (2006). La dimensione strutturale del test MMPI-2: monofattoriale o multifattoriale? Un’analisi quantitativa e qualitativa dei fattori significativi [MMPI-2 structural dimension: monofactorial or multifactorial? Quantitative and qualitative analysis of significant factors]. Giornale Italiano di Psicopatologia, 12, 293–302.

    Google Scholar 

  • Fernandez, Y. M., & Marshall, W. L. (2003). Victim empathy, social self-esteem, and psychopathy in rapists. Sexual Abuse: Journal of Research and Treatment, 15(1), 11–26. doi:10.1023/A:1020611606754.

    Article  Google Scholar 

  • First, M. B., Gibbon, M., Spitzer, R. L., Williams, J. B. W., & Benjamin, L. S. (1997). Structured clinical interview for DSM-IV Axis II personality disorders, (SCID-II). Washington, DC: American Psychiatric Press, Inc..

    Google Scholar 

  • Fossati, A., & Borroni, S. (2008a). Versione italiana del narcissistic personality inventory [Italian version of the narcissistic personality inventory]. In C. Maffei (Ed.), Borderline (pp. 387–413). Milano: Raffaello Cortina.

    Google Scholar 

  • Fossati, A., & Borroni, S. (2008b). Versione italiana dell’Aggression questionnaire [Italian version of the aggression questionnaire]. In C. Maffei (Ed.), Borderline (pp. 279–307). Milano: Raffaello Cortina.

    Google Scholar 

  • Furnham, A., & Trickey, G. (2011). Sex differences in the dark side traits. Personality and Individual Differences, 50(4), 517–522. doi:10.1016/j.paid.201.11.021.

    Article  Google Scholar 

  • Furnham, A., Richards, S. C., & Paulhus, D. L. (2013). The dark triad of personality: A 10-year review. Social and Personality Psychology Compass, 7(3), 199–216. doi:10.1111/spc3.12018.

    Article  Google Scholar 

  • Furnham, A., Richards, S., Rangel, L., & Jones, D. N. (2014). Measuring malevolence: Quantitative issues surrounding the dark triad of personality. Personality and Individual Differences, 67, 114–121. doi:10.1016/j.paid.2014.02.001.

    Article  Google Scholar 

  • Grijalva, E., Newman, D. A., Tay, L., Donnellan, M. B., Harms, P. D., Robins, R. W., & Yan, T. (2015). Sex differences in narcissism: A meta-analytic review. Psychological Bulletin, 141(2), 261–231. doi:10.1037/a0038231.

    Article  PubMed  Google Scholar 

  • Hare, R. D., & Neumann, C. S. (2008). Psychopathy as a clinical and empirical construct. Annual Review of Clinical Psychology, 4, 217–246. doi:10.1146/annurev.clinpsy.3.022806.091452.

    Article  PubMed  Google Scholar 

  • Horn, J. L. (1965). A rationale and test for the number of factors in factor analysis. Psychometrika, 30(2), 179–185. doi:10.1007/BF02289447.

    Article  Google Scholar 

  • Hunter, J. E., Gerbing, D. W., & Boster, F. J. (1982). Machiavellian beliefs and personality: Construct invalidity of the Machiavellianism dimension. Journal of Personality and Social Psychology, 43(6), 1293–1305. doi:10.1037/0022-3514.43.6.1293.

    Article  Google Scholar 

  • John, O. P., Donahue, E. M., & Kentle, R. L. (1991). The big five inventory-versions 4a and 54. Berkeley: University of California, Berkeley, Institute of Personality and Social Research.

    Google Scholar 

  • Jonason, P. K., & Krause, L. (2013). The emotional deficits associated with the dark triad traits: Cognitive empathy, affective empathy, and alexithymia. Personality and Individual Differences, 55, 532–537. doi:10.1016/j.paid.2013.04.027.

    Article  Google Scholar 

  • Jonason, P. K., & Luévano, V. X. (2013). Walking the thin line between efficiency and accuracy: Validity and structural properties of the dirty dozen. Personality and Individual Differences, 55(1), 76–81. doi:10.1016/j.paid.2013.02.010.

    Article  Google Scholar 

  • Jonason, P. K., & Webster, G. D. (2010). The dirty dozen: A concise measure of the dark triad. Psychological Assessment, 22(2), 420–432. doi:10.1037/a0019265.

    Article  PubMed  Google Scholar 

  • 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(1), 5–18. doi:10.1002/per.698.

    Article  Google Scholar 

  • Jonason, P. K., Li, N. P., & Teicher, E. A. (2010a). Who is James bond?: The dark triad as an agentic social style. Individual Differences Research, 8(2), 111–112.

    Google Scholar 

  • Jonason, P. K., Li, N. P., & Buss, D. M. (2010b). The costs and benefits of the dark triad: Implications for mate poaching and mate retention tactics. Personality and Individual Differences, 48(4), 373–378. doi:10.1016/j.paid.2009.11.003.

    Article  Google Scholar 

  • Jonason, P. K., Baughman, H. M., Carter, G. L., & Parker, P. (2015). Dorian Gray without his portrait: Psychological, social, and physical health costs associated with the Dark Triad. Personality and Individual Differences, 78, 5–13. doi:10.1016/j.paid.2015.01.008

  • Jones, D. N., & Paulhus, D. L. (2009). Machiavellianism. In M. R. Leary & R. H. Hoyle (Eds.), Handbook of individual differences in social behavior (pp. 93–108). New York: Guilford Press.

    Google Scholar 

  • Jones, D. N., & Paulhus, D. L. (2010). Differentiating the dark triad within the interpersonal circumplex. In L. M. Horowitz & S. N. Strack (Eds.), Handbook of interpersonal theory and research (pp. 249–267). New York: Guilford Press.

    Google Scholar 

  • Jones, D. N., & Paulhus, D. L. (2014). Introducing the short dark triad (SD3): A brief measure of dark personality traits. Assessment, 21(1), 28–41. doi:10.1177/1073191113514105.

    Article  PubMed  Google Scholar 

  • Klimstra, T. A., Sijtsema, J. J., Henrichs, J., & Cima, M. (2014). The dark triad of personality in adolescence: Psychometric properties of a concise measure and associations with adolescent adjustment from a multi-informant perspective. Journal of Research in Personality, 53, 84–92. doi:10.1016/j.jrp.2014.09.001.

    Article  Google Scholar 

  • Küfner, C. P., Dufner, M., & Back, M. D. (2014). Das Dreckige Dutzend und die Niederträchtigen Neun – Kurzskalen zur Erfassung von Narzissmus, Machiavellismus und Psychopathie. Diagnostica, 61, 79–91. doi:10.1026/0012-1924/a000124.

    Article  Google Scholar 

  • Lilienfeld, S. O., & Fowler, K. A. (2005). The self-report assessment of psychopathy. Problems, pitfalls, and promises. In C. J. Patrick (Ed.), Handbook of psychopathy (pp. 107–132). New York: The Guilford Press.

    Google Scholar 

  • Lopes, J., & Fletcher, C. (2004). Fairness of impression management in employment interviews: A cross-country study of the role of equity and Machiavellianism. Social Behavior and Personality, 32(8), 747–768. doi:10.2224/sbp.2004.32.8.747.

    Article  Google Scholar 

  • Lorenzo-Seva, U., & ten Berge, J. M. F. (2006). Tucker’s congruence coefficient as a meaningful index of factor similarity. Methodology, 2(2), 57–64. doi:10.1027/1614-2241.2.2.57.

    Article  Google Scholar 

  • Maples, J. L., Lamkin, J., & Miller, J. D. (2014). A test of two brief measures of the dark triad: The dirty dozen and short dark triad. Psychological Assessment, 26(1), 326–331. doi:10.1037/a0035084.

    Article  PubMed  Google Scholar 

  • Marsh, H. W., Hau, K.-T., Balla, J. R., & Grayson, D. (1998). Is more ever too much? The number of indicators per factor in confirmatory factor analysis. Multivariate Behavioral Research, 33(2), 181–122. doi:10.1207/s15327906mbr3302_1.

    Article  PubMed  Google Scholar 

  • Marsh, H. W., Hau, K.-T., & Wen, Z. (2004). In search of golden rules: Comment on hypothesis-testing approaches to setting cutoff values for fit indexes and dangers in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling, 11(3), 320–341. doi:10.1207/s15328007sem1103_2.

    Article  Google Scholar 

  • Marsh, H. W., Lüdtke, O., Muthén, B., Asparouhov, T., Morin, A. J. S., Trautwein, U., & Nagengast, B. (2010). A new look at the big five factor structure through exploratory structural equation modeling. Psychological Assessment, 22(3), 471–491. doi:10.1037/a0019227.

    Article  PubMed  Google Scholar 

  • Mealey, L., Aird, R. B., Yamamoto, T., Alexander, R. D., Allen, H., Lindner, L., & Murphy, D. L. (1995). The sociobiology of sociopathy: An integrated evolutionary model. Behavioral and Brain Sciences, 18(3), 523. doi:10.1017/S0140525X00039595.

    Article  Google Scholar 

  • Miller, J. D., Dir, A., Gentile, B., Wilson, L., Pryor, L. R., & Campbell, W. K. (2010). Searching for a vulnerable dark triad: Comparing factor 2 psychopathy, vulnerable narcissism, and borderline personality disorder. Journal of Personality, 78(5), 1529–1564. doi:10.1111/j.1467-6494.201.0066.x.

    Article  PubMed  Google Scholar 

  • Miller, J. D., Few, L. R., Seibert, L. A., Watts, A., Zeichner, A., & Lynam, D. R. (2012). An examination of the dirty dozen measure of psychopathy: A cautionary tale about the costs of brief measures. Psychological Assessment, 24(4), 1048–1053. doi:10.1037/a0028583.

    Article  PubMed  Google Scholar 

  • Millsap, R. E. (2011). Statistical approaches to measurement invariance. New York: Taylor & Francis Ltd..

    Google Scholar 

  • Morf, C. C., & Rhodewalt, F. (2001). Expanding the dynamic self-regulatory processing model of narcissism: Research directions for the future. Psychological Inquiry, 12(4), 243–251. doi:10.1207/S15327965PLI1204_3.

    Article  Google Scholar 

  • Muris, P., Meesters, C., & Timmermans, A. (2013). Some youths have a gloomy side: Correlates of the dark triad personality traits in non-clinical adolescents. Child Psychiatry and Human Development, 44(5), 658–665. doi:10.1007/s10578-013-0359-9.

    Article  PubMed  Google Scholar 

  • Muthén, B., & Muthén, L. (1998-2012). Mplus user’s guide (7th ed.). Los Angeles: Muthén & Muthén.

    Google Scholar 

  • Muthén, L., & Muthén, B. (2002). How to use a Monte Carlo study to decide on sample size and determine power. Structural Equation Modeling, 9(4), 599–562. doi:10.1207/S15328007SEM0904_8.

    Article  Google Scholar 

  • O’Boyle, E. H. J., Forsyth, D. R., Banks, G. C., & McDaniel, M. A. (2012). A meta-analysis of the dark triad and work behavior: A social exchange perspective. Journal of Applied Psychology, 97(3), 557–579. doi:10.1037/a0025679.

    Article  PubMed  Google Scholar 

  • O’Boyle, E. H., Forsyth, D. R., Banks, G. C., Story, P. A., & White, C. D. (2015). A meta-analytic test of redundancy and relative importance of the dark triad and five-factor model of personality. Journal of Personality, 83(6), 644–664. doi:10.1111/jopy.12126.

    Article  PubMed  Google Scholar 

  • Pancheri, P., & Sirigatti, S. (Eds.). (1995). MMPI-2 - Minnesota multiphasic personality inventory - 2. Manuale. Firenze: Giunti O.S.

    Google Scholar 

  • Paulhus, D. L. (2002). Socially desirable responding: The evolution of a construct. In D. N. Jackson & D. E. Wiley (Eds.), The role of constructs in psychological and educational measurement. Mahwah: Lawrence Erlbaum Associates.

    Google Scholar 

  • Paulhus, D. L., & John, O. P. (1998). Egoistic and moralistic biases in self-perception: The interplay of self-deceptive styles with basic traits and motives. Journal of Personality, 66(6), 1025. doi:10.1111/1467-6494.00041.

    Article  Google Scholar 

  • Paulhus, D. L., & Williams, K. M. (2002). The dark triad of personality: Narcissism, Machiavellianism, and psychopathy. Journal of Research in Personality, 36(6), 556–563. doi:10.1016/S0092-6566(02)00505-6.

    Article  Google Scholar 

  • Paulhus, D. L., Hemphill, J. F., & Hare, R. D. (2009). Manual for the self-report psychopathy scale (SRP-III). Toronto: Mulit-Health Systems.

    Google Scholar 

  • Penke, L., & Asendorpf, J. B. (2008). Beyond global sociosexual orientations: A more differentiated look at sociosexuality and its effects on courtship and romantic relationships. Journal of Personality and Social Psychology, 95(5), 1113–1135. doi:10.1037/0022-3514.95.5.1113.

    Article  PubMed  Google Scholar 

  • Prezza, M., Trombaccia, F. R., & Armento, L. (1997). La scala dell’autostima di Rosenberg: traduzione e validazione italiana [The Rosenberg Self-Esteem Scale: Italian translation and validation]. Bollettino Di Psicologia Applicata, 223, 35–44.

    Google Scholar 

  • Raskin, R. N., & Hall, C. S. (1979). A narcissistic personality inventory. Psychological Reports, 45(2), 59. doi:10.2466/pr.1979.45.2.590.

    Article  Google Scholar 

  • Raskin, R., Novacek, J., & Hogan, R. (1991). Narcissism, self-esteem, and defensive self-enhancement. Journal of Personality, 59(March 1991), 19–38. doi:10.1111/j.1467-6494.1991.tb00766.x.

    Article  PubMed  Google Scholar 

  • Rauthmann, J. F. (2011). Acquisitive or protective self-presentation of dark personalities? Associations among the dark triad and self-monitoring. Personality and Individual Differences, 51(4), 502–508. doi:10.1016/j.paid.2011.05.008.

    Article  Google Scholar 

  • 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), 1–14. doi:10.1037/a0026482.

    Article  Google Scholar 

  • Revelle, W. (2015). psych: Procedures for Personality and Psychological Research. Northwestern University, Evanston, Illinois, USA, http://CRAN.R-project.org/package=psych Version = 1.5.4.

  • Rosenberg, M. (1965). Society and the adolescent self-image. Princeton: Princeton University Press.

    Book  Google Scholar 

  • Rudman, L. A., Moss-Racusin, C. A., Phelan, J. E., & Nauts, S. (2012). Status incongruity and backlash effects: Defending the gender hierarchy motivates prejudice against female leaders. Journal of Experimental Social Psychology, 48(1), 165–179. doi:10.1016/j.jesp.2011.1.008.

    Article  Google Scholar 

  • Sherry, S. B., Hewitt, P. L., Besser, A., Flett, G. L., & Klein, C. (2006). Machiavellianism, trait perfectionism, and perfectionistic self-presentation. Personality and Individual Differences, 40(4), 829–839. doi:10.1016/j.paid.2005.09.010.

    Article  Google Scholar 

  • Snyder, M., Simpson, J. A., & Gangestad, S. (1986). Personality and sexual relations. Journal of Personality and Social Psychology, 51(1), 181–119. doi:10.1037/0022-3514.51.1.181.

    Article  Google Scholar 

  • Tucker, L. R. (1951). A method for synthesis of factor analysis studies (personnel research section. Report no. 984). Washington, DC.

  • Twenge, J. M., & Campbell, W. K. (2003). “Isn’t it fun to get the respect that we’re going to deserve?” narcissism, social rejection, and aggression. Personality and Social Psychology Bulletin, 29(2), 261–272. doi:10.1177/0146167202239051.

    Article  PubMed  Google Scholar 

  • Ubbiali, A., Chiorri, C., Hampton, P., & Donati, D. (2013). Psychometric properties of the Italian adaptation of the big five inventory (BFI). Bollettino di Psicologia Applicata, 266, 37–48.

    Google Scholar 

  • Velicer, W. (1976). Determining the number of components from the matrix of partial correlations. Psychometrika, 41(3), 321–327. doi:10.1007/BF02293557.

    Article  Google Scholar 

  • Velotti, P., Elison, J., & Garofalo, C. (2014). Shame and aggression: Different trajectories and implications. Aggression and Violent Behavior, 19(4), 454–461. doi:10.1016/j.avb.2014.04.011.

    Article  Google Scholar 

  • Webster, G. D., & Bryan, A. (2007). Sociosexual attitudes and behaviors: Why two factors are better than one. Journal of Research in Personality, 41, 917–922. doi:10.1016/j.jrp.2006.08.007.

    Article  Google Scholar 

  • 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(2), 302–306. doi:10.1016/j.paid.2012.08.027.

    Article  Google Scholar 

  • Widaman, K. F., Little, T. D., Preacher, K. J., & Sawalani, G. M. (2011). On creating and using short forms of scales in secondary research. In K. H. Trzesniewski, M. B. Donnellan, & R. E. Lucas (Eds.), Secondary data analysis: An introduction for psychologists (pp. 39–61). Washington: American Psychological Association. doi:10.1037/12350-003.

    Chapter  Google Scholar 

  • Wiggins, J. S., & Pincus, A. L. (1989). Conceptions of personality disorders and dimensions of personality. Psychological Assessment, 1(4), 305–316. doi:10.1037//1040-359.1.4.305.

    Article  Google Scholar 

  • Wilson, D. S., Near, D., & Miller, R. R. (1996). Machiavellianism: A synthesis of the evolutionary and psychological literatures. Psychological Bulletin, 119(2), 285–299. doi:10.1037/0033-2909.119.2.285.

    Article  PubMed  Google Scholar 

  • Wood, W., & Eagly, A. H. (2012). Biosocial construction of sex differences and similarities in behavior. In J. M. Olson & P. Zanna (Eds.), Advances in experimental social psychology (Vol.46) (pp. 55–123). Oxford: Elsevier.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Carlo Chiorri.

Ethics declarations

Conflict of Interest

On behalf of all authors, the corresponding author states that there is no conflict of interest.

Funding

This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.

Ethical Approval

All procedures performed in the studies were in accordance with the Ethical principles of psychologists and code of conduct (American Psychological Association 2010), 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.

Electronic supplementary material

ESM 1

(DOCX 247 kb)

Appendix

Appendix

Table 12 Italian version of the Dirty Dozen - DD-I

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chiorri, C., Garofalo, C. & Velotti, P. Does the Dark Triad Manifest Similarly in men and Women? Measurement Invariance of the Dirty Dozen across sex. Curr Psychol 38, 659–675 (2019). https://doi.org/10.1007/s12144-017-9641-5

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12144-017-9641-5

Keywords

Navigation