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Measurement Invariance of the Self-Concept Clarity Scale across Race and Sex

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Abstract

Self-concept clarity refers to the extent to which one holds a coherent, consistent, and stable view of one’s attributes and conceptualization of the self. Self-concept clarity is related to a number of constructs including psychopathology, adaptive development, cultural identity, coping style, and leadership. The most commonly used measure is the Self-Concept Clarity Scale (SCCS; Campbell et al. 1996). The SCCS has been used in diverse groups and provides evidence that self-concept clarity varies among ethnicities and between sexes. This study tested the measurement invariance of SCCS scores across large samples of White (n = 696), East Asian (n = 794), Southeast Asian (n = 489), Pacific Islander (n = 238), and Multiracial (n = 490) participants, and between sexes. Findings indicate that the SCCS has configural, metric, scalar, and strict invariance among races and between sexes. The latent factor variance and means were also equal across groups. These results suggest that the SCCS measures the same construct among groups and that scores represent the same level of self-concept clarity among groups. The current study found small but statistically significant differences among races in SCCS scores, which likely represent actual differences in self-concept clarity rather than different psychometric properties among groups.

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References

  • Bigler, M., Neimeyer, G. J., & Brown, E. (2001). The divided self revisited: Effects of self-concept clarity and self-concept differentiation on psychological adjustment. Journal of Social and Clinical Psychology, 20(3), 396–415. https://doi.org/10.1521/jscp.20.3.396.22302.

    Google Scholar 

  • Blanco, C., Okuda, M., Wright, C., Hasin, D. S., Grant, B. F., Liu, S. M., & Olfson, M. (2008). Mental health of college students and their non-college-attending peers: Results from the National Epidemiologic Study on alcohol and related conditions. Archives of General Psychiatry, 65(12), 1429–1437. https://doi.org/10.1001/archpsyc.65.12.1429.

    PubMed  PubMed Central  Google Scholar 

  • Bureau of Labor Statistics (2016). College Enrollment and Work Activity of 2015 High School Graduates. http://www.bls.gov/news.release/hsgec.nr0.htm.

  • Butzer, B., & Kuiper, N. A. (2006). Relationships between the frequency of social comparisons and self-concept clarity, intolerance of uncertainty, anxiety, and depression. Personality and Individual Differences, 41(1), 167–176. https://doi.org/10.1016/j.paid.2005.12.017.

    Google Scholar 

  • Campbell, J. D. (1990). Self-esteem and clarity of the self-concept. Journal of Personality and Social Psychology, 59(3), 538–549. https://doi.org/10.1037/0022-3514.59.3.538.

    PubMed  Google Scholar 

  • Campbell, J. D., Trapnell, P. D., Heine, S. J., Katz, I. M., Lavallee, L. F., & Lehman, D. R. (1996). Self-concept clarity: Measurement, personality correlates, and cultural boundaries. Journal of Personality and Social Psychology, 70, 141–156. https://doi.org/10.1037/0022-3514.70.1.141.

    Google Scholar 

  • Chen, F. F. (2008). What happens if we compare chopsticks with forks? The impact of making inappropriate comparisons in cross-cultural research. Journal of Personality and Social Psychology, 95, 1005–1018. https://doi.org/10.1037/a0013193.

    PubMed  Google Scholar 

  • Chen, S., English, T., & Peng, K. (2006). Self-verification and contextualized self-views. Personality and Social Psychology Bulletin, 32(7), 930–942. https://doi.org/10.1177/0146167206287539.

    PubMed  Google Scholar 

  • Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255. https://doi.org/10.1207/S15328007SEM0902_5.

    Google Scholar 

  • Cicero, D. C. (2018). Self-concept clarity and psychopathology. In J. Lodi-Smith, & K. G. deMarree (Eds.), Self-concept clarity: Perspectives on assessment, research, and applications (pp. 219-242).

  • Cicero, D. C., Becker, T. M., Martin, E. A., Docherty, A. R., & Kerns, J. G. (2013). The role of aberrant salience and self-concept clarity in psychotic-like experiences. Personal Disord, 4(1), 33–42. https://doi.org/10.1037/a0027361.

    PubMed  Google Scholar 

  • Cicero, D. C., Docherty, A. R., Becker, T. M., Martin, E. A., & Kerns, J. G. (2015). Aberrant salience, self-concept clarity, and interview-rated psychotic-like experiences. Journal of Personality Disorders, 29(1), 79–99. https://doi.org/10.1521/pedi_2014_28_150.

    PubMed  Google Scholar 

  • Cicero, D. C., Martin, E. A., Becker, T. M., & Kerns, J. G. (2016). Decreased self-concept clarity in people with schizophrenia. The Journal of Nervous and Mental Disease, 204(2), 142–147. https://doi.org/10.1097/NMD.0000000000000442.

    PubMed  PubMed Central  Google Scholar 

  • Cicero, D. C., Neis, A. M., Klaunig, M. J., & Trask, C. L. (2017). The inventory of psychotic-like anomalous self-experiences (IPASE): Development and validation. Psychological Assessment, 29(1), 13–25. https://doi.org/10.1037/pas0000304.

    PubMed  Google Scholar 

  • Cross, S. E., & Madson, L. (1997). Models of the self: Self-construals and gender. Psychological Bulletin, 122(1), 5–37.

    PubMed  Google Scholar 

  • Cross, S. E., Bacon, P. L., & Morris, M. L. (2000). The relational-interdependent self-construal and relationships. Journal of Personality and Social Psychology, 78(4), 791–808.

    PubMed  Google Scholar 

  • Csank, P. A. R., & Conway, M. (2004). Engaging in self-reflection changes self-concept clarity: On differences between women and men, and low- and high-clarity individuals. Sex Roles, 50(7), 469–480. https://doi.org/10.1023/B:SERS.0000023067.77649.29.

    Google Scholar 

  • Diehl, M., & Hay, E. L. (2011). Self-concept differentiation and self-concept clarity across adulthood: Associations with age and psychological well-being. International Journal of Aging & Human Development, 73(2), 125–152. https://doi.org/10.2190/AG.73.2.b.

    Google Scholar 

  • English, T., & Chen, S. (2011). Self-concept consistency and culture: The differential impact of two forms of consistency. Personality and Social Psychology Bulletin, 37(6), 838–849. https://doi.org/10.1177/0146167211400621.

    PubMed  Google Scholar 

  • Evans, G. J., Reid, G., Preston, P., Palmier-Claus, J., & Sellwood, W. (2015). Trauma and psychosis: The mediating role of self-concept clarity and dissociation. Psychiatry Research, 228(3), 626–632. https://doi.org/10.1016/j.psychres.2015.04.053.

    PubMed  Google Scholar 

  • Gardner, W. L., & Garr-Schultz, A. (2018). Understanding our groups, understanding ourselves: The importance of collective identity clarity and collective coherence of the self. In J. Lodi-Smith, & K. G. deMarree (Eds.), Self-concept clarity: Perspectives on assessment, research, and applications (pp. 125-145): Springer international publishing.

  • Hardin, E. E., Robitschek, C., Flores, L. Y., Navarro, R. L., & Ashton, M. W. (2014). The cultural lens approach to evaluating cultural validity of psychological theory. The American Psychologist, 69(7), 656–668. https://doi.org/10.1037/a0036532.

    PubMed  Google Scholar 

  • Hu, L. T., & Bentler, P. M. (1998). Fit indices in covariance structure modeling: Sensitivity to underparameterized model misspecification. Psychological Methods, 3, 424–453. https://doi.org/10.1037//1082-989X.3.4.424.

    Google Scholar 

  • 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), 1–55. https://doi.org/10.1080/10705519909540118.

    Google Scholar 

  • Hwang, W.-C., & Goto, S. (2009). The impact of perceived racial discrimination on the mental health of Asian American and Latino college students.

    Google Scholar 

  • Kusec, A., Tallon, K., & Koerner, N. (2016). Intolerance of uncertainty, causal uncertainty, causal importance, self-concept clarity and their relations to generalized anxiety disorder. Cognitive Behaviour Therapy, 45(4), 307–323. https://doi.org/10.1080/16506073.2016.1171391.

    PubMed  Google Scholar 

  • Landau, M. J., Greenberg, J., Sullivan, D., Routledge, C., & Arndt, J. (2009). The protective identity: Evidence that mortality salience heightens the clarity and coherence of the self-concept. Journal of Experimental Social Psychology, 45(4), 796–807. https://doi.org/10.1016/j.jesp.2009.05.013.

    Google Scholar 

  • Light, A. E., & Visser, P. S. (2013). The ins and outs of the self: Contrasting role exits and role entries as predictors of self-concept clarity. Self and Identity, 12(3), 291–306. https://doi.org/10.1080/15298868.2012.667914.

    Google Scholar 

  • Lodi-Smith, J., & Crocetti, E. (2018). Self-concept clarity development across the lifespan. In J. Lodi-Smith, & K. G. deMarree (Eds.), Self-concept clarity: Perspectives on assessment, research, and applications (pp. 219-242).

  • Lodi-Smith, J., & DeMarree, K. G. (2017). Self-concept clarity: Perspectives on assessment, research, and applications. New York, NY: Springer International Publishing.

    Google Scholar 

  • Lodi-Smith, J., & Roberts, B. W. (2010). Getting to know me: Social role experiences and age differences in self-concept clarity during adulthood. Journal of Personality, 78(5), 1383–1410. https://doi.org/10.1111/j.1467-6494.2010.00655.x.

    PubMed  PubMed Central  Google Scholar 

  • Markus, H. R., & Kitayama, S. (1991). Culture and self: Implications for cognition, emotion, and motivation. Psychological Review, 92, 224–253.

    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: A Multidisciplinary Journal, 11(3), 320–341. https://doi.org/10.1207/s15328007sem1103_2.

    Google Scholar 

  • Mcdonald, R. P. (1989). An index of goodness-of-fit based on noncentrality. Journal of Classification, 6, 97–103.

    Google Scholar 

  • Meade, A. W., Johnson, E. C., & Braddy, P. W. (2008). Power and sensitivity of alternative fit indices in tests of measurement invariance. Journal of Applied Psychology, 93(3), 568–592. https://doi.org/10.1037/0021-9010.93.3.568.

    PubMed  Google Scholar 

  • Muthen, L. K., & Muthen, B. O. (1998-2018). Mplus User’s Guide (Seventh ed.). Los Angeles, CA: Muthen & Muthen.

  • National Center for Education Statistics (2016). Back to School Statistics. http://nces.ed.gov/fastfacts/display.asp?id=372.

  • Nisbett, R. E., Peng, K., Choi, I., & Norenzayan, A. (2001). Culture and systems of thought: Holistic versus analytic cognition. Psychological Review, 108(2), 291–310.

    PubMed  Google Scholar 

  • Peng, K., & Nisbett, R. E. (1999). Culture, dialectics, and reasoning about contradiction. American Psychologist, 54(9), 741–754. https://doi.org/10.1037/0003-066X.54.9.741.

    Google Scholar 

  • Renn, K. A. (2008, 2008). Research on biracial and multiracial identity development: Overview and synthesis. New Directions for Student Services, (123), 13–21. https://doi.org/10.1002/ss.282.

    Google Scholar 

  • Rhemtulla, M., Brosseau-Liard, P. E., & Savalei, V. (2012). When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions. Psychological Methods, 17(3), 354–373. https://doi.org/10.1037/a0029315.

    PubMed  Google Scholar 

  • Roepke, S., Schröder-Abé, M., Schütz, A., Jacob, G., Dams, A., Vater, A., et al. (2011). Dialectic behavioural therapy has an impact on self-concept clarity and facets of self-esteem in women with borderline personality disorder. Clinical Psychology & Psychotherapy, 18(2), 148–158.

    Google Scholar 

  • Sass, D. A., Schmitt, T. A., & Marsh, H. W. (2014). Evaluating model fit with ordered categorical data within a measurement invariance framework: A comparison of estimators. Structural Equation Modeling: A Multidisciplinary Journal, 21(2), 167–180. https://doi.org/10.1080/10705511.2014.882658.

    Google Scholar 

  • Satorra, A., & Bentler, P. A. (2001). A scale difference chi-square test statistic for moment structure analysis. Psychometrika, 66, 507–514.

    Google Scholar 

  • Smith, M., Wethington, E., & Zhan, G. (1996). Self-concept clarity and preferred coping styles. Journal of Personality, 64(2), 407–434.

    PubMed  Google Scholar 

  • Solorzano, D., Ceja, M., & Yosso, T. (2000). Critical race theory, racial microaggressions, and campus racial climate: The experiences of African American college students. Journal of Negro Education, 60-73.

  • Spain, S. M., & Kim, J. (2018). Leadership, work careers, and self-concept clarity. In J. Lodi-Smith, & K. G. deMarree (Eds.), Self-concept clarity: Perspectives on assessment, research, and applications (pp. 165-177): Springer international publishing.

  • Spencer, M. S., Icard, L. D., Harachi, T. W., Catalano, R. F., & Oxford, M. (2000). Ethnic identity among Monoracial and multiracial early adolescents. The Journal of Early Adolescence, 20(4), 365–387. https://doi.org/10.1177/0272431600020004001.

    Google Scholar 

  • Spencer-Rodgers, J., Boucher, H. C., Mori, S. C., Lei, W., & Kaiping, P. (2009). The dialectical self-concept: Contradiction, change, and holism in east asian cultures. Personality & social psychology bulletin, 35(1), 29–44. https://doi.org/10.1177/0146167208325772.

    Google Scholar 

  • Stopa, L., Brown, M. A., Luke, M. A., & Hirsch, C. R. (2010). Constructing a self: The role of self-structure and self-certainty in social anxiety. Behaviour Research and Therapy, 48(10), 955–965. https://doi.org/10.1016/j.brat.2010.05.028.

    PubMed  PubMed Central  Google Scholar 

  • Swim, J. K., Hyers, L. L., Cohen, L. L., Fitzgerald, D. C., & Bylsma, W. H. (2003). African American college students’ experiences with everyday racism: Characteristics of and responses to these incidents. Journal of Black Psychology, 29(1), 38–67.

    Google Scholar 

  • Tajfel, H. (1981). Human groups and social categories. New York: Cambridge University Press.

    Google Scholar 

  • Usborne, E., & Taylor, D. M. (2010). The role of cultural identity clarity for self-concept clarity, self-esteem, and subjective well-being. Personality and Social Psychology Bulletin, 36(7), 883–897. https://doi.org/10.1177/0146167210372215.

    PubMed  Google Scholar 

  • Vartanian, L. R., & Hayward, L. E. (2018). Self-concept clarity and body dissatisfaction. In J. Lodi-Smith, & K. G. deMarree (Eds.), Self-concept clarity: Perspectives on assessment, research, and applications (pp. 195-218).

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Correspondence to David C. Cicero.

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Cicero, D.C. Measurement Invariance of the Self-Concept Clarity Scale across Race and Sex. J Psychopathol Behav Assess 42, 296–305 (2020). https://doi.org/10.1007/s10862-019-09770-x

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