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01-12-2015 | Original Paper

A Personality-Based Latent Class Analysis of Emerging Adult Gamblers

Authors: Jennifer L. Tackett, Lindsey M. Rodriguez, Dipali V. Rinker, Clayton Neighbors

Published in: Journal of Gambling Studies | Issue 4/2015

Abstract

Increases in access to gambling venues have been accompanied by increased gambling behavior among young adults. The present research examined associations among Five Factor Model personality traits, motives for gambling, and gambling behavior and problems using latent class analysis. College students (N = 220) completed online measures of personality and gambling behavior as part of a larger intervention trial. Agreeableness and conscientiousness were negatively associated with indicators of gambling behavior. Low agreeableness and high neuroticism were associated with gambling-specific motives, particularly for less frequently endorsed motives. Personality-based latent class analyses of emerging adult gamblers revealed support for three distinct groups reflecting a resilient personality group, a normative personality group, and a vulnerable personality group, which were further differentiated by gambling behaviors and gambling-specific motives. Associations between personality traits and gambling-specific motives highlight potential heterogeneity among college students who gamble. Together, findings suggest that the correlational and latent class-based analyses, as well as the personality and motivation analyses, present complementary information with respect to the attributes of college student gamblers. Implications and future research directions are discussed.

Bagby, R. M., Vachon, D. D., Bulmash, E. L., Toneatto, T., Quilty, L. C., & Costa, P. T. (2007). Pathological gambling and the five-factor model of personality. Personality and Individual Differences, 43, 873–880. doi:10.1016/j.paid.2007.02.011.CrossRef

Barnes, G. M., Welte, J. W., Hoffman, J. H., & Tidwell, M. C. O. (2010). Comparisons of gambling and alcohol use among college students and noncollege young people in the United States. Journal of American College Health, 58, 443–452.PubMedCentralCrossRefPubMed

Bland, R. C., Newman, S. C., Orn, H., & Stebelsky, G. (1993). Epidemiology of pathological gambling in Edmonton. The Canadian Journal of Psychiatry/La Revue canadienne de psychiatrie, 38(2), 108–112.

Blinn-Pike, L., Worthy, S. L., & Jonkman, J. N. (2007). Disordered gambling among college students: A meta-analytic synthesis. Journal of Gambling Studies, 23, 175–183.CrossRefPubMed

Clark, S. L., & Muthén, B. (2009). Relating latent class analysis results to variables not included in the analysis. Manuscript submitted for publication.

Cooper, M. L., Krull, J. L., Agocha, V. B., Flanagan, M. E., Orcutt, H. K., Grabe, S., et al. (2008). Motivational pathways to alcohol use and abuse among black and white adolescents. Journal of Abnormal Psychology, 117, 485–501. doi:10.1037/a0012592.CrossRefPubMed

Engwall, D., Hunter, R., & Steinberg, M. (2004). Gambling and other risk behaviors on university campuses. Journal of American College Health, 52, 245–256.CrossRefPubMed

Gerstein, D., Hoffmann, J., Larison, C., Engelman, L., Murphy, S., Palmer, A., L. Chuchro, Volberg, R., & Hill, M. A. (1999). Gambling impact and behavior study. Report to the National Gambling Impact Study Commission. National Opinion Research Center at the University of Chicago.

Ginley, M. K., Whelan, J. P., Meyers, A. W., Relyea, G. E., & Pearlson, G. D. (2014). Exploring a multidimensional approach to impulsivity in predicting college student gambling. Journal of Gambling Studies, 30, 521–536.PubMedCentralCrossRefPubMed

Goldberg, L. R. (1993). The structure of phenotypic personality traits. American Psychologist, 48, 26–34.CrossRefPubMed

Goldstein, A. L., Faulkner, B., Cunningham, R. M., Zimmerman, M. A., Chermack, S., & Walton, M. A. (2013). A latent class analysis of adolescent gambling: Application of resilience theory. International Journal of Mental Health and Addiction, 11, 13–30. doi:10.1007/s11469-012-9396-z.CrossRef

Gupta, R., & Derevensky. J. L. (2000). Adolescents with gambling problems: From research to treatment. Journal of Gambling Studies, 16, 315–342.CrossRefPubMed

Gupta, R., Nower, L., Derevensky, J., Blaszczynski, A., Faregh, N., & Temcheff, C. (2013). Problem gambling in adolescents: An examination of the Pathways Model. Journal of Gambling Studies, 29, 575–588.CrossRefPubMed

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.

King, S. M., Abrams, K., & Wilkinson, T. (2010). Personality, gender, and family history in the prediction of college gambling. Journal of Gambling Studies, 26, 347–359. doi:10.1007/s10899-009-9163-7.CrossRefPubMed

Lesieur, H. R., & Blume, S. B. (1987). The South Oaks Gambling Screen (SOGS): A new instrument for the identification of pathological gamblers. American Journal of Psychiatry, 144, 1184–1188.CrossRefPubMed

MacLaren, V. V., Fugelsang, J. A., Harrigan, K. A., & Dixon, M. J. (2011). The personality of pathological gamblers: A meta-analysis. Clinical Psychology Review, 31, 1057–1067. doi:10.1016/j.cpr.2011.02.002.CrossRefPubMed

McClellan, G. S., & Winters, K. C. (2006). Gambling: An old school new wave challenge for higher education in the twenty-first century. New directions for student services, 2006, 9–23.CrossRef

McCrae, R. R., & Costa, P. T, Jr. (1999). A five-factor theory of personality. In L. A. Pervin & O. P. John (Eds.), Handbook of personality (2nd ed., pp. 139–153). New York: Guilford.

Meeus, W., Van de Schoot, R., Klimstra, T., & Branje, S. (2011). Personality types in adolescence: Change and stability and links with adjustment and relationships: A five-wave longitudinal study. Developmental Psychology, 47, 1181–1195.CrossRefPubMed

Miller, J. D., MacKillop, J., Fortune, E. E., Maples, J., Lance, C. E., Campbell, W. K., et al. (2013). Personality correlates of pathological gambling derived from big three and big five personality models. Psychiatry Research, 206, 50–55. doi:10.1016/j.psychres.2012.09.042.PubMedCentralCrossRefPubMed

Milosevic, A., & Ledgerwood, D. M. (2010). The subtyping of pathological gambling: A comprehensive review. Clinical Psychology Review, 30, 988–998. doi:10.1016/j.cpr.2010.06.013.CrossRefPubMed

Neighbors, C., Lostutter, T. W., Cronce, J. M., & Larimer, M. E. (2002). Exploring college student gambling motivation. Journal of Gambling Studies, 18, 361–370.PubMedCentralCrossRefPubMed

Neighbors, C., Rodriguez, L. M., Rinker, D. V., Gonzales, R., Agana, M., Tackett, J. L., & Foster, D. W. (under review). Efficacy of personalized normative feedback as a brief intervention for college student gambling: A randomized controlled trial. Submitted for publication at Journal of Consulting and Clinical Psychology.

Nowak, D. E., & Aloe, A. M. (2013). The prevalence of pathological gambling among college students: A meta-analytic synthesis, 2005–2013. Journal of Gambling Studies. doi:10.1007/s10899-013-9399-0.

Ohtsuka, K., & Ohtsuka, T. (2010). Vietnamese Australian gamblers’ views on luck and winning: Universal versus culture-specific schemas. Asian Journal of Gambling Issues and Public Health, 1, 34–46.

Rosenthal, R. J., & Lorenz, V. C. (1992). The pathological gambler as criminal offender: Comments on evaluation and treatment. Psychiatric Clinics of North America, 15(3), 647–60.

Shaffer, H. J., & Hall, M. N. (2001). Updating and refining prevalence estimates of disordered gambling behavior in the United States and Canada. Canadian Journal of Public Health, 92(3), 168–172. PubMed

Shaffer, H. J., Hall, M. N., & Vander Bilt, J. (1999). Estimating the prevalence of disordered gambling behavior in the United States and Canada: A research synthesis. American Journal of Public Health, 89, 1369–1376.PubMedCentralCrossRefPubMed

Shaffer, H. J., Hall, M. N., Vander Bilt, J., & George, E. (Eds). (2003). Future at stake: Youth, gambling, and society. Reno: University of Nevada Press.

Slutske, W. S., Caspi, A., Moffitt, T. E., & Poulton, R. (2005). Personality and problem gambling: A prospective study of a birth cohort of young adults. Archives of General Psychiatry, 62, 769–775. doi:10.1001/archpsyc.62.7.769.CrossRefPubMed

Stewart, S. H., & Zack, M. (2008). Development and psychometric evaluation of a three-dimensional gambling motives questionnaire. Addiction, 103, 1110–1117. doi:10.1111/j.1360-0443.2008.02235.x.CrossRefPubMed

Stuhldreher, W. L., Stuhldreher, T. J., & Forrest, K. Y. (2007). Gambling as an emerging health problem on campus. Journal of American College Health, 56, 75–88.CrossRefPubMed

Tang, C. S., & Oei, T. P. (2011). Gambling cognition and subjective well-being as mediators between perceived stress and problem gambling: A cross-cultural study on White and Chinese problem gamblers. Psychology of Addictive Behaviors, 25, 511–520. doi:10.1037/a0024013.CrossRefPubMed

Thompson, W. N., Gazel, R., & Rickman, D. (1996). The social costs of gambling in Wisconsin: Report by the Wisconsin Policy Research Institute. Thiensville, WI: Wisconsin Policy Research Institute.

Vachon, D. D., & Bagby, R. M. (2009). Pathological gambling subtypes. Psychological Assessment, 21, 608–615. doi:10.1037/a0016846.CrossRefPubMed

Vitaro, F., & Wanner, B. (2011). Predicting early gambling in children. Psychology of Addictive Behaviors, 25, 118–126. doi:10.1037/a0021109.CrossRefPubMed

Weinstock, J., Whelan, J. P., & Meyers, A. (2008). College students’ gambling behavior: When does it become harmful? Journal of American College Health, 56, 513–522.CrossRefPubMed

Winters, K. C., Stinchfield, R. D., Botzet, A., & Slutske, W. S. (2005). Pathways of youth gambling problem severity. Psychology of Addictive Behaviors, 19, 104.CrossRefPubMed

Wu, A. M. S., & Tang, C. S. (2012). Problem gambling of Chinese college students: Application of the Theory of Planned Behavior. Journal of Gambling Studies, 28, 315–324. doi:10.1007/s10899-011-9250-4.CrossRefPubMed

Title: A Personality-Based Latent Class Analysis of Emerging Adult Gamblers
Authors: Jennifer L. Tackett
Lindsey M. Rodriguez
Dipali V. Rinker
Clayton Neighbors
Publication date: 01-12-2015
Publisher: Springer US
Published in: Journal of Gambling Studies / Issue 4/2015
Electronic ISSN: 1573-3602
DOI: https://doi.org/10.1007/s10899-014-9500-3

2024 ASCO Annual Meeting

Springer Medicine

A Personality-Based Latent Class Analysis of Emerging Adult Gamblers

Abstract

2024 ASCO Annual Meeting

Springer Medicine

Abstract

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