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Characterizing the Self-System over Time in Adolescence: Internal Structure and Associations with Internalizing Symptoms

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Abstract

The longitudinal effects among self and identity processes, and between these processes and internalizing symptoms, are not well understood. As a result, the present study was designed to ascertain the over-time effects among identity commitment, reconsideration of commitments, and self-concept clarity, as well as to map the interplay of these self and identity processes with anxiety and depressive symptoms in early adolescence. A sample of 923 Dutch adolescents (mean age 12.4 years at Time 1; 49.3% female) participated at each of five annual assessments. Multivariate growth curve and cross-lagged panel models indicated that the association between self-concept clarity and commitment was bidirectional, that reconsideration occurs based on problems or dissatisfaction with self-concept clarity and with identity commitments, and that self-concept clarity (but not commitment or reconsideration) temporally precedes depressive and anxiety symptoms. Results are discussed in terms of the structure of the self-system and its associations with internalizing symptoms.

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References

  • Arnett, J. J. (1999). Adolescent storm and stress, reconsidered. American Psychologist, 54, 317–326.

    Article  PubMed  Google Scholar 

  • Berzonsky, M. D. (2003). Identity style and well-being: Does commitment matter? Identity: An International Journal of Theory and Research, 3, 131–142.

    Article  Google Scholar 

  • Berzonsky, M. D., & Kinney, A. (2008). Identity processing style and defense mechanisms. Polish Psychological Bulletin, 39, 111–117.

    Article  Google Scholar 

  • Birmaher, B., Khetarpal, S., Brent, D., & Cully, M. (1997). The Screen for Child Anxiety Related Emotional Disorders (SCARED): Scale construction and psychometric characteristics. Journal of the American Academy of Child and Adolescent Psychiatry, 36, 545–553.

    Article  PubMed  Google Scholar 

  • Bosma, H. A., & Kunnen, E. (2001). Determinants and mechanisms in ego identity development: A review and synthesis. Developmental Review, 21, 39–66.

    Article  Google Scholar 

  • Bouchey, H. A., & Harter, S. (2005). Reflected appraisals, academic self-perceptions, and math/science performance during early adolescence. Journal of Educational Psychology, 97, 673–686.

    Article  Google Scholar 

  • Branje, S. J. T., Frijns, T., Finkenauer, C., Engels, R., & Meeus, W. (2007). You are my best friend: Commitment and stability in adolescents’ same-sex friendships. Personal Relationships, 14, 587–603.

    Article  Google Scholar 

  • Brubaker, R., & Cooper, F. (2000). Beyond “identity”. Theory and Society, 29, 1–47.

    Article  Google Scholar 

  • Byrne, B. M. (2011). Structural equation modeling with Mplus: Basic concepts, applications, and programming. Philadelphia, PA: Taylor and Francis.

  • Campbell, J. D. (1990). Self-esteem and clarity of the self-concept. Journal of Personality and Social Psychology, 59, 538–549.

    Article  PubMed  Google Scholar 

  • Campbell, J. D., Assanand, S., & Di Paula, A. (2003). The structure of the self-concept and its relation to psychological adjustment. Journal of Personality, 71, 115–140.

    Article  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.

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Hillsdale, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Constantino, M. J., Wilson, K. R., Horowitz, L. M., & Pinel, E. C. (2006). The direct and stress-buffering effects of self-organization on psychological adjustment. Journal of Social and Clinical Psychology, 25, 333–360.

    Article  Google Scholar 

  • Côté, J. E., & Levine, C. G. (2002). Identity formation, agency, and culture: A social psychological synthesis. Mahwah, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Craighead, W., Smucker, M. R., Craighead, L., & Ilardi, S. S. (1998). Factor analysis of the Children’s Depression Inventory in a community sample. Psychological Assessment, 10, 156–165.

    Article  Google Scholar 

  • Crocetti, E., Klimastra, T. A., Keijsers, L., Hale, W. W., & Meeus, W. (2009). Anxiety trajectories and identity development in adolescence: A five-wave longitudinal study. Journal of Youth and Adolescence, 38, 839–849.

    Google Scholar 

  • Crocetti, E., Rubini, M., Luyckx, K., & Meeus, W. (2008a). Identity formation in early and middle adolescents from various ethnic groups: From three dimensions to five statuses. Journal of Youth and Adolescence, 37, 983–996.

    Article  Google Scholar 

  • Crocetti, E., Rubini, M., & Meeus, W. (2008b). Capturing the dynamics of identity formation in various ethnic groups: Development and validation of a three-dimensional model. Journal of Adolescence, 31, 207–222.

    Article  PubMed  Google Scholar 

  • Crocetti, E., Schwartz, S. J., Fermani, A., & Meeus, W. (2010). The Utrecht-Management of Identity Commitments Scale (U-MICS): Italian validation and cross-national comparisons. European Journal of Psychological Assessment, 26, 172–186.

    Article  Google Scholar 

  • Davey, A., & Savla, J. (2010). Statistical power analysis with missing data: A structural equation modeling approach. New York: Routledge.

    Google Scholar 

  • Dimitrov, D. M. (2010). Testing for factorial invariance in the context of construct validation. Measurement and Evaluation in Counseling and Development, 43, 121–149.

    Article  Google Scholar 

  • Dishman, R. K., Hales, D. P., Pfeiffer, K. A., Felton, G. A., Saunders, R., Ward, D. S., et al. (2006). Physical self-concept and self-esteem mediate cross-sectional relations of physical activity and sport participation with depression symptoms among adolescent girls. Health Psychology, 25, 396–407.

    Article  PubMed  Google Scholar 

  • Duncan, T. E., Duncan, S. C., Strycker, L. A., Li, F., & Alpert, A. (1999). An introduction to latent variable growth curve modeling: Concepts, issues, and applications. Mahwah, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Erikson, E. H. (1950). Childhood and society. New York: Norton.

    Google Scholar 

  • Erikson, E. H. (1968). Identity: Youth and crisis. New York: Norton.

    Google Scholar 

  • Garber, J., Keiley, M. K., & Martin, N. (2002). Developmental trajectories of adolescents’ depressive symptoms: Predictors of change. Journal of Consulting and Clinical Psychology, 70, 79–95.

    Article  PubMed  Google Scholar 

  • Giulietti, M., Otero, J., & Smith, J. (2009). Testing for stationarity in heterogeneous panel data in the presence of cross-section dependence. Journal of Statistical Computation and Simulation, 79, 195–203.

    Article  Google Scholar 

  • Grotevant, H. D. (1987). Toward a process model of identity formation. Journal of Adolescent Research, 2, 203–222.

    Google Scholar 

  • Guay, F., Larose, S., & Boivin, M. (2004). Academic self-concept and educational attainment level: A ten-year longitudinal study. Self and Identity, 3, 53–68.

    Article  Google Scholar 

  • Hale, W. W., III, Crocetti, E., Raaijmakers, Q., & Meeus, W. (2011). A meta-analysis of the cross-cultural psychometric properties of the Screen for Child Anxiety Related Emotional Disorders (SCARED). Journal of Child Psychology and Psychiatry, 52, 80–90.

    Article  PubMed  Google Scholar 

  • Hale, W. W., III, Klimstra, T. A., & Meeus, W. (2010). Is the Generalized Anxiety Disorder symptom of worry just another form of neuroticism? A five-year longitudinal study of adolescents from the general population. Journal of Clinical Psychiatry, 71, 942–948.

    Article  PubMed  Google Scholar 

  • Hale, W. W., III, Raaijmakers, Q., Muris, P., & Meeus, W. (2005). Psychometric properties of the Screen for Child Anxiety Related Emotional Disorders (SCARED) in the general adolescent population. Journal of the American Academy of Child and Adolescent Psychiatry, 44, 283–290.

    Article  PubMed  Google Scholar 

  • Hale, W. W., III, Raaijmakers, Q., Muris, P., van Hoof, A., & Meeus, W. (2008). Developmental trajectories of adolescent anxiety disorder symptoms: A 5-year prospective community study. Journal of the American Academy of Child and Adolescent Psychiatry, 47, 556–564.

    Article  PubMed  Google Scholar 

  • Hancock, G. R., & Freeman, M. J. (2001). Power and sample size for the root mean square error of approximation test of not close fit in structural equation modeling. Educational and Psychological Measurement, 61, 741–758.

    Google Scholar 

  • Hankin, B. L., & Abramson, L. Y. (2001). Development of gender differences in depression: An elaborated cognitive vulnerability-transactional stress theory. Psychological Bulletin, 127, 773–796.

    Article  PubMed  Google Scholar 

  • Harter, S. (1999). The construction of the self: A developmental perspective. New York: Guilford.

    Google Scholar 

  • Heath, N., & Brown, A. E. (1999). Self-concept differentiation and depressive symptomatology in children. International Journal of Psychology, 34, 95–105.

    Article  Google Scholar 

  • Hodges, K. (1990). Depression and anxiety in children: A comparison of self-report questionnaires to clinical interviews. Psychological Assessment, 2, 376–381.

    Article  Google Scholar 

  • Keith, T. Z. (2006). Multiple regression and beyond. Boston: Allyn and Bacon.

    Google Scholar 

  • Klimstra, T. A., Akse, J., Hale, W. W., III, Raaijmakers, Q. A. W., & Meeus, W. H. J. (2010a). Longitudinal associations between personality traits and problem behavior symptoms in adolescence. Journal of Research in Personality, 44, 273–284.

    Article  Google Scholar 

  • Klimstra, T. A., Hale, W. W., III, Raijmakers, Q. A. W., Branje, S. J. T., & Meeus, W. H. J. (2010b). Identity formation in adolescence: Change or stability? Journal of Youth and Adolescence, 39, 150–162.

    Article  PubMed  Google Scholar 

  • Klimstra, T. A., Luyckx, K., Hale, W. W., III, Frijns, T., van Lier, P. A. C., & Meeus, W. H. J. (2010c). Short-term fluctuations in identity: Introducing a micro-level approach to identity formation. Journal of Personality and Social Psychology, 99, 191–202.

    Article  PubMed  Google Scholar 

  • Kline, R. B. (2006). Principles and practices of structural equation modeling (2nd ed.). New York: Guilford.

    Google Scholar 

  • Kovacs, M. (1985). The Children’s Depression Inventory. Psychopharmacology Bulletin, 21, 995–998.

    PubMed  Google Scholar 

  • Kroger, J., & Marcia, J. E. (2011). The identity statuses: Origins and interpretations. In S. J. Schwartz, K. Luyckx, & V. L. Vignoles (Eds.), Handbook of identity theory and research (pp. 31–54). New York: Springer.

    Chapter  Google Scholar 

  • Leary, M. R. (2004). Editorial: What is the self: A plea for clarity. Self and Identity, 3, 1–3.

    Article  Google Scholar 

  • Lewis, H. L. (2003). Differences in ego identity among college students across age, ethnicity, and gender. Identity: An International Journal of Theory and Research, 3, 159–189.

    Article  Google Scholar 

  • Little, R. J. A. (1988). A test of missing completely at random for multivariate data with missing values. Journal of the American Statistical Association, 83, 1198–1202.

    Article  Google Scholar 

  • Locke, K. D. (2006). What predicts well-being? A consistent self-concept or a desirable self-concept? Journal of Social and Clinical Psychology, 25, 228–247.

    Article  Google Scholar 

  • Luyckx, K., Goossens, L., Soenens, B., & Beyers, W. (2006). Unpacking commitment and exploration: Preliminary validation of an integrative model of late adolescent identity formation. Journal of Adolescence, 29, 361–378.

    Article  PubMed  Google Scholar 

  • Luyckx, K., Goossens, L., Soenens, B., Beyers, W., & Vansteenkiste, M. (2005). Identity statuses based on 4 rather than 2 identity dimensions: Extending and refining Marcia’s paradigm. Journal of Youth and Adolescence, 34, 605–618.

    Article  Google Scholar 

  • Luyckx, K., Schwartz, S. J., Berzonsky, M. D., Soenens, B., Vansteenkiste, M., Smits, I., et al. (2008a). Capturing ruminative exploration: Extending the four-dimensional model of identity formation in late adolescence. Journal of Research in Personality, 42, 58–82.

    Article  Google Scholar 

  • Luyckx, K., Schwartz, S. J., Goossens, L., & Pollock, S. (2008b). Employment, sense of coherence, and identity formation: Contextual and psychological processes on the pathway to sense of adulthood. Journal of Adolescent Research, 23, 566–591.

    Article  Google Scholar 

  • Luyckx, K., Schwartz, S. J., Goossens, L., & Soenens, B. (2008c). Developmental typologies of identity formation and adjustment in female emerging adults: A latent class growth analysis approach. Journal of Research on Adolescence, 18, 595–619.

    Article  Google Scholar 

  • Luyckx, K., Soenens, B., Goossens, L., Beckx, K., & Wouters, S. (2008d). Identity exploration and commitment in late adolescence: Correlates of perfectionism and mediating mechanisms on the pathway to well-being. Journal of Social and Clinical Psychology, 27, 336–361.

    Article  Google Scholar 

  • Marcia, J. E. (1966). Development and validation of ego identity status. Journal of Personality and Social Psychology, 3, 551–558.

    Article  PubMed  Google Scholar 

  • Marcia, J. E. (1980). Identity in adolescence. In J. Adelson (Ed.), Handbook of adolescent psychology (pp. 159–187). New York: Wiley.

    Google Scholar 

  • Marcia, J. E. (1993). The ego identity status approach to ego identity. In J. E. Marcia, A. S. Waterman, D. R. Matteson, S. L. Archer, & J. L. Orlofsky (Eds.), Ego identity: A handbook for psychosocial research (pp. 1–21). New York: Springer-Verlag.

    Google Scholar 

  • Meeus, W. (1996). Studies on identity development in adolescence: An overview of research and some new data. Journal of Youth and Adolescence, 25, 569–598.

    Article  Google Scholar 

  • Meeus, W. (2011). The study of adolescent identity formation 2000–2010. A review of longitudinal research. Journal of Research on Adolescence, 21, 75–94.

    Article  Google Scholar 

  • Meeus, W., Akse, J., Branje, S., Ter Bogt, T., Delsing, M., Van Doorn, M., et al. (2004). Codebook CONAMORE: COnflicts and Management of RElationships. Utrecht, The Netherlands: Research Centre on Adolescent Development.

    Google Scholar 

  • Meeus, W., Iedema, J. J., Helsen, M. M., & Vollebergh, W. W. (1999). Patterns of adolescent identity development: Review of literature and longitudinal analysis. Developmental Review, 19(4), 419–461.

    Article  Google Scholar 

  • Meeus, W., van de Schoot, R., Keijsers, L., Schwartz, S. J., & Branje, S. (2010). On the progression and stability of adolescent identity formation: A five-wave longitudinal study in early-to-middle and middle-to-late adolescence. Child Development, 81, 1565–1581.

    Article  PubMed  Google Scholar 

  • Montague, M., Enders, C., Dietz, S., Dixon, J., & Cavendish, W. (2008). A longitudinal study of depressive symptomatology and self-concept in adolescents. Journal of Special Education, 42, 67–78.

    Article  Google Scholar 

  • Muris, P., Merckelbach, H., Van Brakel, A., & Mayer, B. (1999). The revised version of the Screen for Child Anxiety Related Emotional Disorders (SCARED-R): Further evidence for its reliability and validity. Anxiety, Stress, and Coping: An International Journal, 12, 411–425.

    Article  Google Scholar 

  • Muris, P., & Steerneman, P. (2001). The revised version of the Screen for Child Anxiety Related Emotional Disorders (SCARED–R): First evidence for its reliability and validity in a clinical sample. British Journal of Clinical Psychology, 40, 35–44.

    Article  PubMed  Google Scholar 

  • Muthén, L. K., & Muthén, B. O. (2007). Mplus user’s guide, version 5. Los Angeles: Muthén and Muthén.

    Google Scholar 

  • Podsakoff, P. M., MacKenzie, S. B., Lee, J., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88, 879–903.

    Article  PubMed  Google Scholar 

  • Porfeli, E. J., & Skorikov, V. B. (2010). Specific and diverse career exploration during late adolescence. Journal of Career Assessment, 18, 46–58.

    Article  Google Scholar 

  • Robles-Piña, R. A., Defrance, E., & Cox, D. (2008). Self-concept, early childhood depression and school retention as predictors of adolescent depression in urban Hispanic adolescents. School Psychology International, 29, 426–441.

    Article  Google Scholar 

  • Roeser, R. W., Peck, S. C., & Nasir, N. (2006). Self and identity processes in school motivation, learning, and achievement. In P. A. Alexander & P. H. Winne (Eds.), Handbook of educational psychology (pp. 391–424). Mahwah, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Schwartz, S. J. (2005). A new identity for identity research: Recommendations for expanding and refocusing the identity literature. Journal of Adolescent Research, 20, 293–308.

    Article  Google Scholar 

  • Schwartz, S. J. (2007). The structure of identity consolidation: Multiple correlated constructs or one superordinate construct? Identity: An International Journal of Theory and Research, 7, 27–49.

    Article  Google Scholar 

  • Schwartz, S. J., Beyers, W., Luyckx, K., Soenens, B., Zamboanga, B. L., Forthun, L. F., et al. (2011a). Examining the light and dark sides of emerging adults’ identity: A study of identity status differences in positive and negative psychosocial functioning. Journal of Youth and Adolescence, 40, 839–859.

    Article  PubMed  Google Scholar 

  • Schwartz, S. J., Donnellan, M. B., Ravert. R. D., Luyckx, K., & Zamboanga, B. L. (in press). Identity development, personality, and well-being in adolescence and emerging adulthood: Theory, research, and recent advances. In I. B. Weiner (Series Ed.), and R. M. Lerner, A. Easterbrooks, & J. Mistry (Vol. Eds.), Handbook of psychology, vol. 6: Developmental psychology. New York: Wiley.

  • Schwartz, S. J., Klimstra, T. A., Luyckx, K., Hale, W. W., I. I. I., Frijns, T., Oosterwegel, A., et al. (2011b). Daily dynamics of personal identity and self-concept clarity. European Journal of Personality, 25, 373–385.

    Article  Google Scholar 

  • Schwartz, S. J., Mason, C. A., Pantin, H., & Szapocznik, J. (2009a). Longitudinal relationships between family functioning and identity development in Hispanic immigrant adolescents: Continuity and change. Journal of Early Adolescence, 29, 177–211.

    PubMed  Google Scholar 

  • Schwartz, S. J., & Montgomery, M. J. (2002). Similarities or differences in identity development? The impact of acculturation and gender on identity process and outcomes. Journal of Youth and Adolescence, 31, 359–372.

    Article  Google Scholar 

  • Schwartz, S. J., Pantin, H., Prado, G., Sullivan, S., & Szapocznik, J. (2005). Family functioning, identity, and problem behavior in Hispanic immigrant early adolescents. Journal of Early Adolescence, 25, 392–420.

    Article  PubMed  Google Scholar 

  • Schwartz, S. J., Zamboanga, B. L., Weisskirch, R. S., & Rodriguez, L. (2009b). The relationships of personal and ethnic identity exploration to indices of adaptive and maladaptive psychosocial functioning. International Journal of Behavioral Development, 33, 131–144.

    Article  Google Scholar 

  • Schwartz, S. J., Zamboanga, B. L., Wang, W., & Olthuis, J. V. (2009c). Measuring identity from an Eriksonian perspective: Two sides of the same coin? Journal of Personality Assessment, 91, 143–154.

    Google Scholar 

  • Serafini, T. E., & Adams, G. R. (2002). Functions of identity: Scale construction and validation. Identity: An International Journal of Theory and Research, 2, 361–389.

    Google Scholar 

  • Slutzky, C. B., & Simpkins, S. D. (2009). The link between children’s sport participation and self-esteem: Exploring the mediating role of sport self-concept. Psychology of Sport and Exercise, 10, 381–389.

    Article  Google Scholar 

  • Smits, I., Soenens, B., Vansteenkiste, M., Luyckx, K., & Goossens, L. (2010). Why do adolescents gather information or stick to parental norms? Examining autonomous and controlled motives behind adolescents’ identity style. Journal of Youth and Adolescence, 39, 1343–1356.

    Article  PubMed  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. Behavior Research and Therapy, 48, 955–965.

    Article  Google Scholar 

  • van Oort, F. V. A., Greaves-Lord, K., Verhulst, F. C., Ormel, J., & Huizink, A. C. (2009). The developmental course of anxiety symptoms during adolescence: The TRAILS study. Journal of Child Psychology and Psychiatry, 50, 1209–1217.

    Article  PubMed  Google Scholar 

  • Vignoles, V. L., Schwartz, S. J., & Luyckx, K. (2011). Introduction: Toward an integrative view of identity. In S. J. Schwartz, K. Luyckx, & V. L. Vignoles (Eds.), Handbook of identity theory and research (pp. 1–28). New York: Springer.

    Chapter  Google Scholar 

  • Waterman, A. S. (1999). Identity, the identity statuses, and identity status development: A contemporary statement. Developmental Review, 19, 591–621.

    Article  Google Scholar 

  • Waterman, A. S. (2004). Finding someone to be: Studies on the role of intrinsic motivation in identity formation. Identity: An International Journal of Theory and Research, 4, 209–228.

    Google Scholar 

  • Waterman, A. S. (2007). Doing well: The relationship of identity status to three conceptions of well-being. Identity: An International Journal of Theory and Research, 7, 289–307.

    Google Scholar 

  • Weston, R., & Gore, P. R. (2006). A brief guide to structural equation modeling. Counseling Psychologist, 34, 719–751.

    Article  Google Scholar 

  • Wickrama, T., & Wickrama, K. S. (2010). Heterogeneity in adolescent depressive symptom trajectories: Implications for young adults’ risky lifestyle. Journal of Adolescent Health, 47, 407–413.

    Article  PubMed  Google Scholar 

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Correspondence to Seth J. Schwartz.

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T. A. Klimstra and K. Luyckx are FWO Postdoctoral Researchers.

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Schwartz, S.J., Klimstra, T.A., Luyckx, K. et al. Characterizing the Self-System over Time in Adolescence: Internal Structure and Associations with Internalizing Symptoms. J Youth Adolescence 41, 1208–1225 (2012). https://doi.org/10.1007/s10964-012-9751-1

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