Psychometric Properties of the Measure of Adolescent Coping Strategies (MACS)


This paper presents the collective results of three independent studies in two countries, Australia and Iceland, aimed to develop a psychometrically sound adolescent coping scale, the Measure of Adolescent Coping Strategies (MACS). Study 1, relying on 3034 Australian and 6908 Icelandic adolescents, revealed five conceptually distinct first-order factors. Two second-order factors (dimensions) were derived: (a) adaptive coping encompassing stoicism/distraction, seeking social support, and self-care, and (b) maladaptive coping encompassing acting out and rumination. This factor structure was supported by multisample confirmatory factor analysis (MSCFA) across age, gender and national samples. Study 1 established evidence of discriminant validity. In Study 2, including 534 Australian adolescents, the factor structure was verified through confirmatory factor analysis (CFA). Studies 1 and 2 provided evidence of construct validity. Study 3, employing 118 Icelandic adolescents, established 16-week test-retest reliability and evidence of convergent validity. Therefore, the MACS is a short, reliable and valid scale to measure adolescent coping, thus enabling clinicians, researchers and educators to improve their practice when conducting research and guiding adolescents in developing effective coping methods.

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Sveinbjornsdottir, S. & Thorsteinsson, E. (2014). Psychometric Properties of the Measure of Adolescent Coping Strategies (MACS). Psychology, 5, 142-147. doi: 10.4236/psych.2014.52022.

Conflicts of Interest

The authors declare no conflicts of interest.


[1] Angleton, A. (1994). Specific and transitional stress, self-efficacy, and coping of students in three different stages of adolescent development. Melbourne: La Trobe University.
[2] Bachman, J. G., O’Malley, P. M., & Johnston, J. (1978). Self-esteem and attainment: An analysis of change and stability. In J. G. Bachman, P. M. O’Malley, & J. Johnston (Eds.), Youth in transition. Adolescence to adulthood—Change and stability in the lives of young men (pp. 93-120). Ann Arbor, Michigan: Institute for Social Research, The University of Michigan.
[3] Bal, S., Crombez, G., Van Oost, P., & Debourdeaudhuij, I. (2003). The role of social support in well being and coping with self reported stressful events in adolescents. Child Abuse & Neglect, 27, 1377-1395.
[4] Beshart, M. A. (2010). Psychometric properties of short form selfregulation inventory in a sample of Iranian population. Research in Clinical Psychology and Counseling, 1, 53-70.
[5] Briggs, S. R., & Cheek, J. M. (1986). The role of factor analysis in the development and evaluation of personality scales. Journal of Personality, 54, 106-148.
[6] Brislin, R. W., Lonner, W. J., & Thorndike, R. M. (1973). Cross-cultural research methods. New York: John Wiley & Sons.
[7] Byrne, B. M. (2010). Structural equation modelling with AMOS: Basic concpets, applications, and programming (2nd ed.). New York: Routledge.
[8] Child, D. (1990). The essentials of factor analysis (2nd ed.). London: Cassell Educational Ltd.
[9] Chiu, L. H. (1988). Measures of self-esteem for school-age children. Journal of Counseling and Development, 66, 298-301.
[10] Compas, B. E., Connor-Smith, J. K., Saltzman, H., Thomsen, A. H., & Wadsworth, M. E. (2001). Coping with stress during childhood and adolescence: Problems, progress, and potential in theory and research. Psychological Bulletin, 127, 87-127.
[11] Dumont, M., & Provost, M. A. (1999). Resilience in adolescents: Protective role of social support, coping strategies, self esteem, and social activities on experience of stress and depression. Journal of Youth and Adolescence, 28, 343-363.
[12] Fabrigar, L., Wegener, D., MacCallum, R., & Strahn, E. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4, 272-299.
[13] Folkman, S., & Lazarus, R. S. (1985). If it changes it must be a process: Study of emotion and coping during three stages of a college examination. Journal of Personality and Social Psychology, 48, 150-170.
[14] Gorsuch, R. (1983). Factor analysis (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum Associates.
[15] Hagborg, W. J. (1993). The Rosenberg self-esteem scale and Harter’s self-perception for adolescents: A concurrent validity study. Psychology in the Schools, 30, 132-136.<132::AID-PITS2310300205>3.0.CO;2-Z
[16] Johnson, J. E., Esposito-Smythers, C., Miranda Jr., R., Rizzo, C. J., Justus, A. N., & Clum, G. (2010). Gender, social support, and depression in criminal justice—Involved adolescents. International Journal of Offender Therapy and Comparative Criminology, 55, 1096-1109.
[17] Kline, P. (1986). A handbook of test construction: Introduction to psychometric design. London: Methuen.
[18] Kline, P. (1994). An easy guide to factor analysis. London: Routledge.
[19] Kline, R. B. (2011). Principles and practice of structural equation modeling (3rd ed.). New York: Guilford Press.
[20] Lazarus, R. S. (1993). Coping theory and research: Past, present, and future. Psychosomatic Medicine, 55, 234-247.
[21] Lazarus, R. S. (2000). Toward better research on stress and coping. American Psychologist, 55, 665-673.
[22] Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal and coping. New York: Springer Publishing Company.
[23] Madden, C. C. (1987). Coping with competitive sport. Master of Science Thesis, Melbourne: University of Melbourne.
[24] Madden, C. C. (1989). Anxiety, depression, and coping in alcohol and drug-dependent persons undergoing rehabilitation. In R. Godding, D. Rankin, & G. Whelan (Eds.), Proceedings of the autumn school of studies on alcohol and drugs (pp. 97-101). Melbourne: Department of Community Medicine, St. Vincent’s Hospital.
[25] Madden, C. C., Kirkby, R. J., & McDonald, D. (1989). Coping styles of competitive middle distance runners. International Journal of Sport Psychology, 20, 287-296.
[26] Madden, C. C., Summers, J. J., & Brown, D. F. (1990). The influence of perceived stress on coping with competitive basketball. International Journal of Sport Psychology, 21, 21-35.
[27] Nolen-Hoeksema, S., Wisco, B. E., & Lyubomirsky, S. (2008). Rethinking rumination. Perspectives on Psychological Science, 3, 400-424.
[28] Rosenberg, M. (1965). Society and the adolescent self-image. Princeton, NJ: Princeton University Press.
[29] Sarason, I. G., Levine, H. M., Basham, R. B., & Sarason, B. R. (1983). Assessing social support: The social support questionnaire. Journal of Personality and Social Psychology, 44, 127-139.
[30] Sarason, I. G., Sarason, B. R., Shearin, E. N., & Pierce, G. R. (1987). A brief measure of social support: Practical and theoretical implications. Journal of Social and Personal Relationships, 4, 497-510.
[31] Schwarzer, R., & Schwarzer, C. (1996). A critical survey of coping instruments. In M. Zeidner, & N. S. Endler (Eds.), Handbook of coping: Theory, research, applications (pp. 107-132). New York: John Wiley and Sons.
[32] Skinner, E. A., Edge, K., Altman, J., & Sherwood, H. (2003). Searching for the structure of coping: A review and critique of category systems for classifying ways of coping. Psychological Bulletin, 129, 216-269.
[33] Spirito, A., Stark, L. J., & Williams, C. (1988). Development of a brief coping checklist for use with pediatric populations. Journal of Pediatric Psychology, 13, 555-574.
[34] Steger, M. F. (2006). An illustration of issues in factor extraction and identification of dimensionality in psychological assessment data. Journal of Personality Assessment, 86, 263-272.
[35] Sveinbjornsdottir, S., & Thorsteinsson, E. B. (2008). Adolescent coping scales: A critical psychometric review. Scandinavian Journal of Psychology, 49, 533-548.
[36] Thorlindsson, T., & Vilhjalmsson, R. (1991). Factors related to cigarette smoking and alcohol use among adolescents. Adolescence, 26, 399-418.
[37] Thorsteinsson, E. B., & Davey, L. (2014). Adolescents’ compulsive Internet use and depression: A longitudinal study. Open Journal of Depression, 3, 13-17.
[38] Thorsteinsson, E. B., Ryan, S., & Sveinbjornsdottir, S. (2013). The mediating effects of social support and coping on the stress-depression relationship in rural and urban adolescents. Open Journal of Depression, 2, 1-6.
[39] Thorsteinsson, E. B., Sveinbjornsdottir, S., Dintsi, M., & Rooke, S. E. (2013). Negative life events, distress, and coping among adolescents in Botswana. Australian Journal of Educational & Developmental Psychology, 13, 75-86.
[40] Tobin, D. L., Holroyd, K. A., Reynolds, R. V., & Wigal, J. K. (1989). The hierarchical factor structure of the coping strategies inventory. Cognitive Therapy and Research, 13, 343-361.
[41] White, J. L., Moffitt, T. E., Earls, F., Robins, L., & Silva, P. A. (1990). How early can we tell? Predictors of childhood conduct disorder and adolescent delinquency. Criminology, 28, 507-533.
[42] WHO (2003). Strategic directions for improving the health and development of children and adolescents.
[43] WHO (2006). Prevention and care of illness.
[44] WHO (2007). Adolescents, social support and help-seeking behaviour: An international literature review and programme consultation with recommendations for action.
[45] Widaman, K. F. (1993). Common factor analysis versus principal component analysis: Differential bias in representing model parameters? Multivariate Behavioural Research, 28, 263-311.

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