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Published in: Journal of Gambling Studies 3/2018

01-09-2018 | Original Paper

A Latent Class Analysis of Gambling Activity Patterns in a Canadian University Sample of Emerging Adults: Socio-demographic, Motivational, and Mental Health Correlates

Authors: Matthew D. Sanscartier, Jason D. Edgerton, Lance W. Roberts

Published in: Journal of Gambling Studies | Issue 3/2018

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Abstract

This analysis of gambling habits of Canadian university students (ages 18–25) dovetails two recent developments in the field of gambling studies. First, the popularity of latent class analysis to identify heterogeneous classes of gambling patterns in different populations; second, the validation of the Gambling Motives Questionnaire (with financial motives) among university students—specifically to understand both how and why emerging adults gamble. Our results support a four-class model of gambling activity patterns, consisting of female-preponderant casual and chance-based gambling groups, and male-preponderant skill-based and extensive gambling groups. Each class shows a specific combination of motives, underscoring the necessity for nuanced responses to problem gambling among emerging adults. More specifically, gambling for the skill-based group appears primarily to be a source of thrill and a way to cope; for the chance-based group, gambling appears but one symptom of a set of wider issues involving depression, anxiety, substance use, and low self-esteem; while extensive gamblers seem to seek excitement, sociality, and coping, in that order. Only the chance-based group was significantly more likely than casual gamblers to be motivated by financial reasons. Situating our analysis in the literature, we suggest that interventions for the predominantly male subtypes should address gambling directly (e.g. re-focusing excitement seeking into other activities, instilling more productive coping mechanisms) while interventions for predominantly female subtypes should address low self-esteem in conjunction with depression, substance abuse, and problematic levels of gambling. We conclude future research should focus on links between self-esteem, depression, substance abuse, and financial motives for gambling among female emerging adults.
Literature
go back to reference Alfeld-Liro, C., & Sigelman, C. K. (1998). Sex differeces in self-concept and symptoms of depression during the transition to college. Journal of Youth and Adolescence, 27(2), 219–244.CrossRef Alfeld-Liro, C., & Sigelman, C. K. (1998). Sex differeces in self-concept and symptoms of depression during the transition to college. Journal of Youth and Adolescence, 27(2), 219–244.CrossRef
go back to reference Barnes, G. M., Welte, J. W., Hoffman, J. H., & Dintcheff, B. A. (2002). Effects of alcohol misuse on gambling patterns in youth. Journal of Studies on Alcohol, 63, 767–775.CrossRefPubMed Barnes, G. M., Welte, J. W., Hoffman, J. H., & Dintcheff, B. A. (2002). Effects of alcohol misuse on gambling patterns in youth. Journal of Studies on Alcohol, 63, 767–775.CrossRefPubMed
go back to reference Chambers, R. A., & Potenza, M. N. (2003). Neurodevelopment, impulsivity and adolescent gambling. Journal of Gambling Studies, 19(1), 53–84.CrossRefPubMed Chambers, R. A., & Potenza, M. N. (2003). Neurodevelopment, impulsivity and adolescent gambling. Journal of Gambling Studies, 19(1), 53–84.CrossRefPubMed
go back to reference Collado-Rodriguez, A., MacPherson, L., & Lejuez, C. (2017). Substance Use Disorders and Disorders of Mood. In R. J. DeRubeis & D. R. Strunk (Eds.), The Oxford handbook of mood disorders (pp. 336–347). New York, NY: Oxford University Press. Collado-Rodriguez, A., MacPherson, L., & Lejuez, C. (2017). Substance Use Disorders and Disorders of Mood. In R. J. DeRubeis & D. R. Strunk (Eds.), The Oxford handbook of mood disorders (pp. 336–347). New York, NY: Oxford University Press.
go back to reference Collison, D., Banbury, S., & Lusher, J. (2016). Relationships between age, sex, self-esteem and attitudes towards alcohol use amongst university students. Journal of Alcohol & Drug Education, 60(2), 16–34. Collison, D., Banbury, S., & Lusher, J. (2016). Relationships between age, sex, self-esteem and attitudes towards alcohol use amongst university students. Journal of Alcohol & Drug Education, 60(2), 16–34.
go back to reference Conley, C. S., Kirsch, A. C., Dickson, D. A., & Bryant, F. B. (2014). Negotiating the transition to college: Developmental trajectories and gender differences in psychological functioning, cognitive-affective strategies, and social well-being. Emerging Adulthood, 2(3), 195–210. https://doi.org/10.1177/2167696814521808.CrossRef Conley, C. S., Kirsch, A. C., Dickson, D. A., & Bryant, F. B. (2014). Negotiating the transition to college: Developmental trajectories and gender differences in psychological functioning, cognitive-affective strategies, and social well-being. Emerging Adulthood, 2(3), 195–210. https://​doi.​org/​10.​1177/​2167696814521808​.CrossRef
go back to reference Delfabbro, P. (2000). Gender differences in Australian Gambling: A critical summar of sociological and psychological research. Australian Journal of Social Issues, 35(2), 145–158.CrossRef Delfabbro, P. (2000). Gender differences in Australian Gambling: A critical summar of sociological and psychological research. Australian Journal of Social Issues, 35(2), 145–158.CrossRef
go back to reference Delfabbro, P. (2011). Australasian gambling review. Retrieved from Adelaide, South Australia. Delfabbro, P. (2011). Australasian gambling review. Retrieved from Adelaide, South Australia.
go back to reference Dickson, L. M., Derevensky, J., & Gupta, R. (2002). The prevention of gambling problems in youth: A conceptual framework. Journal of Gambling Studies, 18(2), 97–159.CrossRefPubMed Dickson, L. M., Derevensky, J., & Gupta, R. (2002). The prevention of gambling problems in youth: A conceptual framework. Journal of Gambling Studies, 18(2), 97–159.CrossRefPubMed
go back to reference Dong, Y., & Peng, C.-Y. J. (2013). Principled missing data methods for researchers. SpringerPlus, 2(1), 1–17.CrossRef Dong, Y., & Peng, C.-Y. J. (2013). Principled missing data methods for researchers. SpringerPlus, 2(1), 1–17.CrossRef
go back to reference Donovan, J. E., & Jessor, R. (1985). Structure of problem behavior in adolesence and young adulthood. Journal of Consulting and Clinical Psychology, 53(6), 890–904.CrossRefPubMed Donovan, J. E., & Jessor, R. (1985). Structure of problem behavior in adolesence and young adulthood. Journal of Consulting and Clinical Psychology, 53(6), 890–904.CrossRefPubMed
go back to reference Gerrard, M., Gibbons, F. X., Reis-Bergan, M., & Russell, D. W. (2000). Self-esteem, self-serving cognitions, and health risk behavior. Journal of Personality, 68(6), 1177–1201.CrossRefPubMed Gerrard, M., Gibbons, F. X., Reis-Bergan, M., & Russell, D. W. (2000). Self-esteem, self-serving cognitions, and health risk behavior. Journal of Personality, 68(6), 1177–1201.CrossRefPubMed
go back to reference Hauss, D., Mentzoni, R. A., Blaszczynski, A., Molde, H., Torsheim, T., & Pallesen, S. (2015). Prevalence and correlates of problem gambling in a representative sample of Norwegian 17-year-olds. Journal of Gambling Studies, 31(3), 659–678.CrossRef Hauss, D., Mentzoni, R. A., Blaszczynski, A., Molde, H., Torsheim, T., & Pallesen, S. (2015). Prevalence and correlates of problem gambling in a representative sample of Norwegian 17-year-olds. Journal of Gambling Studies, 31(3), 659–678.CrossRef
go back to reference Hing, N., & Breen, H. (2001). Profiling lady luck: An empirical study of gambling and problem gambling amongst female club members. Journal of Gambling Studies, 17(1), 47–69.CrossRefPubMed Hing, N., & Breen, H. (2001). Profiling lady luck: An empirical study of gambling and problem gambling amongst female club members. Journal of Gambling Studies, 17(1), 47–69.CrossRefPubMed
go back to reference Lesieur, H. R., Cross, J., Frank, M., Welch, M., White, C. M., Rubenstein, G., et al. (1991). Gambling and pathological gambling among university students. Addictive Behaviors, 16, 517–527.CrossRefPubMed Lesieur, H. R., Cross, J., Frank, M., Welch, M., White, C. M., Rubenstein, G., et al. (1991). Gambling and pathological gambling among university students. Addictive Behaviors, 16, 517–527.CrossRefPubMed
go back to reference Lynch, W. J., Maciejewski, P. K., & Potenza, M. N. (2004). Psychiatric correlates of gambing in adolescents and young adults grouped by age at gambling onset. Archives of General Psychiatry, 61, 1116–1122.CrossRefPubMed Lynch, W. J., Maciejewski, P. K., & Potenza, M. N. (2004). Psychiatric correlates of gambing in adolescents and young adults grouped by age at gambling onset. Archives of General Psychiatry, 61, 1116–1122.CrossRefPubMed
go back to reference Mackie, C. J., Conrod, P., & Brady, K. (2012). Depression and substance use. In J. Verster, K. Brady, M. Galanter, & P. Conrod (Eds.), Drug abuse and addiction in mental illness (pp. 275–283). New York, NY: Springer.CrossRef Mackie, C. J., Conrod, P., & Brady, K. (2012). Depression and substance use. In J. Verster, K. Brady, M. Galanter, & P. Conrod (Eds.), Drug abuse and addiction in mental illness (pp. 275–283). New York, NY: Springer.CrossRef
go back to reference Mirzairad, R., Haydari, A., Pasha, R., Ehteshamzadeh, P., & Makvandi, B. (2017). The relationship between perfectionism and psychological distress with the mediation of coping styles and self-esteem. International Journal of Mental Health and Addiction, 15(3), 614–620. https://doi.org/10.1007/s11469-016-9689-8.CrossRef Mirzairad, R., Haydari, A., Pasha, R., Ehteshamzadeh, P., & Makvandi, B. (2017). The relationship between perfectionism and psychological distress with the mediation of coping styles and self-esteem. International Journal of Mental Health and Addiction, 15(3), 614–620. https://​doi.​org/​10.​1007/​s11469-016-9689-8.CrossRef
go back to reference Moore, S., & Ohtsuka, K. (1999). Beliefs about control over gambling among young people, and their relation to problem gambling. Psychology of Addictive Behaviors, 13(4), 339–347.CrossRef Moore, S., & Ohtsuka, K. (1999). Beliefs about control over gambling among young people, and their relation to problem gambling. Psychology of Addictive Behaviors, 13(4), 339–347.CrossRef
go back to reference Mutti-Packer, S., Hodgins, D. C., El-Guebaly, N., Casey, D. M., Currie, S. R., Williams, R. J., et al. (2017). Problem gambling symptomatology and alcohol misuse among adolescents: A parallel-process latent growth curve model. Psychology of Addictive Behaviors, 31(4), 447–456. https://doi.org/10.1037/adb0000261.CrossRefPubMed Mutti-Packer, S., Hodgins, D. C., El-Guebaly, N., Casey, D. M., Currie, S. R., Williams, R. J., et al. (2017). Problem gambling symptomatology and alcohol misuse among adolescents: A parallel-process latent growth curve model. Psychology of Addictive Behaviors, 31(4), 447–456. https://​doi.​org/​10.​1037/​adb0000261.CrossRefPubMed
go back to reference Nicholls, A. R., Polman, R. C. J., Levy, A. R., & Borkoles, E. (2010). The mediating role of coping: A cross-sectional analysis of the relationship between coping self-efficacy and coping effectiveness among athletes. International Journal of Stress Management, 17(3), 181–192.CrossRef Nicholls, A. R., Polman, R. C. J., Levy, A. R., & Borkoles, E. (2010). The mediating role of coping: A cross-sectional analysis of the relationship between coping self-efficacy and coping effectiveness among athletes. International Journal of Stress Management, 17(3), 181–192.CrossRef
go back to reference Patton, J. H., Stanford, M. S., & Barratt, E. S. (1995). Factor structure of the Barratt impulsiveness scale. Journal of Clinical Psychology, 51(6), 768–774.CrossRefPubMed Patton, J. H., Stanford, M. S., & Barratt, E. S. (1995). Factor structure of the Barratt impulsiveness scale. Journal of Clinical Psychology, 51(6), 768–774.CrossRefPubMed
go back to reference Petry, N. M., & Champine, R. (2012). Gambling and drug abuse. In J. Verster, K. Brady, M. Galanter, & P. Conrod (Eds.), Drug abuse and addiction in medical illness (pp. 489–496). New York, NY: Springer.CrossRef Petry, N. M., & Champine, R. (2012). Gambling and drug abuse. In J. Verster, K. Brady, M. Galanter, & P. Conrod (Eds.), Drug abuse and addiction in medical illness (pp. 489–496). New York, NY: Springer.CrossRef
go back to reference Pilatti, A., & Tuzinkievich, F. (2015). Evaluation of the psychometric properties of the Gambling Motives Questionnaire in Argentinian young people. Adicciones, 27(1), 17–26.CrossRefPubMed Pilatti, A., & Tuzinkievich, F. (2015). Evaluation of the psychometric properties of the Gambling Motives Questionnaire in Argentinian young people. Adicciones, 27(1), 17–26.CrossRefPubMed
go back to reference Potenza, M. N., Steinberg, M. A., McLaughlin, S. D., Wu, R., Rounsaville, B. J., & O’Malley, S. S. (2001). Gender-related differences in the characteristics of problem gamblers using a gambling helpline. American Journal of Psychiatry, 158, 1500–1505.CrossRefPubMed Potenza, M. N., Steinberg, M. A., McLaughlin, S. D., Wu, R., Rounsaville, B. J., & O’Malley, S. S. (2001). Gender-related differences in the characteristics of problem gamblers using a gambling helpline. American Journal of Psychiatry, 158, 1500–1505.CrossRefPubMed
go back to reference Rieger, S., Gollner, R., Trautwein, U., & Roberts, B. W. (2016). Low self-esteem prospectively predicts depression in the transition to young adulthood: A replication of Orth, Robins, and Roberts (2008). Journal of Personality and Social Psychology, 110(1), e16–e22. https://doi.org/10.1037/pspp0000037.CrossRefPubMed Rieger, S., Gollner, R., Trautwein, U., & Roberts, B. W. (2016). Low self-esteem prospectively predicts depression in the transition to young adulthood: A replication of Orth, Robins, and Roberts (2008). Journal of Personality and Social Psychology, 110(1), e16–e22. https://​doi.​org/​10.​1037/​pspp0000037.CrossRefPubMed
go back to reference Rosenberg, E. R., Burt, K. B., Forehand, R. L., & Paysnick, A. A. (2016). Youth self-views, coping with stress, and behavioral/emotional problems: The role of incremental self-theory. Journal of Child and Family Studies, 25, 1713–1723.CrossRef Rosenberg, E. R., Burt, K. B., Forehand, R. L., & Paysnick, A. A. (2016). Youth self-views, coping with stress, and behavioral/emotional problems: The role of incremental self-theory. Journal of Child and Family Studies, 25, 1713–1723.CrossRef
go back to reference Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Lowe, B. (2006). A brief measure of assessing generalized anxiety disorder. Archives of Internal Medicine, 166, 1092–1097.CrossRefPubMed Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Lowe, B. (2006). A brief measure of assessing generalized anxiety disorder. Archives of Internal Medicine, 166, 1092–1097.CrossRefPubMed
go back to reference Stinchfield, R., & Winters, K. C. (1998). Gambling and problem gambling among youths. The Annals of the American Academy of Political and Social Science, 556, 172–185.CrossRef Stinchfield, R., & Winters, K. C. (1998). Gambling and problem gambling among youths. The Annals of the American Academy of Political and Social Science, 556, 172–185.CrossRef
go back to reference Studer, J., Baggio, S., Mohler-Kuo, M., Simon, O., Daeppen, J. B., & Gmel, G. (2016). Latent class analysis of gambling activities in a sample of young Swiss men: Association with gambling problems, substance use outcomes, personality traits and coping strategies. Journal of Gambling Studies, 32(2), 421–440. https://doi.org/10.1007/s10899-015-9547-9.CrossRefPubMed Studer, J., Baggio, S., Mohler-Kuo, M., Simon, O., Daeppen, J. B., & Gmel, G. (2016). Latent class analysis of gambling activities in a sample of young Swiss men: Association with gambling problems, substance use outcomes, personality traits and coping strategies. Journal of Gambling Studies, 32(2), 421–440. https://​doi.​org/​10.​1007/​s10899-015-9547-9.CrossRefPubMed
go back to reference Surtees, P. G., Wainwright, N. W. J., & Pharoah, P. D. P. (2002). Psychosocial factors and sex differences in high academic achievement at Cambridge University. Oxford Review of Education, 28(1), 21–38.CrossRef Surtees, P. G., Wainwright, N. W. J., & Pharoah, P. D. P. (2002). Psychosocial factors and sex differences in high academic achievement at Cambridge University. Oxford Review of Education, 28(1), 21–38.CrossRef
go back to reference Vitaro, F., Arseneault, L., & Tremblay, R. E. (1999). Impulsivity predicts problem gambling in low SES adolescent males. Addiction, 94(4), 565–575.CrossRefPubMed Vitaro, F., Arseneault, L., & Tremblay, R. E. (1999). Impulsivity predicts problem gambling in low SES adolescent males. Addiction, 94(4), 565–575.CrossRefPubMed
go back to reference White, H. R., & Labouvie, E. W. (1989). Towards the assessment of adolescent problem drinking. Journal of Studies on Alcohol, 50(1), 30–37.CrossRefPubMed White, H. R., & Labouvie, E. W. (1989). Towards the assessment of adolescent problem drinking. Journal of Studies on Alcohol, 50(1), 30–37.CrossRefPubMed
Metadata
Title
A Latent Class Analysis of Gambling Activity Patterns in a Canadian University Sample of Emerging Adults: Socio-demographic, Motivational, and Mental Health Correlates
Authors
Matthew D. Sanscartier
Jason D. Edgerton
Lance W. Roberts
Publication date
01-09-2018
Publisher
Springer US
Published in
Journal of Gambling Studies / Issue 3/2018
Electronic ISSN: 1573-3602
DOI
https://doi.org/10.1007/s10899-017-9734-y

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