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Journal of Gambling Studies

, Volume 31, Issue 3, pp 867–885 | Cite as

Validation of the Gambling Motives Questionnaire in Emerging Adults

  • Laura Lambe
  • Sean P. Mackinnon
  • Sherry H. Stewart
Original Paper

Abstract

People engage in gambling behaviour for a variety of different reasons, some of which are riskier than others in terms of associations with heavy and problem gambling. Stewart and Zack (Addiction 103:1110–1117, 2008) developed a measure called the Gambling Motives Questionnaire (GMQ) that assesses levels of three distinct gambling motives: enhancement (to increase positive emotions), coping (to decrease negative emotions), and social (to increase affiliation). While this measure has been validated in a community-recruited sample of middle-aged gamblers, the GMQ has yet to be validated in emerging adulthood (ages 18–25 years)—a developmental period associated with increased risk for heavy and problematic gambling. The current project tested the psychometric properties of the GMQ in a community sample of emerging adult gamblers using archival data from the Manitoba Longitudinal Study of Young Adults. Participants (N = 487; 73.9 % Caucasian; 52.6 % female; mean age 22.23 years) completed the GMQ and questionnaire measures of gambling behaviour and problems. Exploratory factor analysis revealed that a three-factor model adequately fit the data; however, problematic items were identified. A modified 9-item version of the GMQ with the problem items removed fit the data well. Both the original 15-item and the 9-item versions had acceptable subscale alpha reliabilities (αs >.78). While all three subscales (from both the 9-item and 15-item versions) were positively correlated with problem gambling, only enhancement motives emerged as a significant independent predictor when the other motives and gambling behaviours were entered as simultaneous predictors. These results suggest the GMQ is a valid measure for tapping motives in emerging adults, and that high enhancement motives are particularly predictive of gambling problems in this developmental period. Future intervention efforts might specifically target enhancement motives in emerging adults.

Keywords

Emerging adult gamblers Gambling Motives Questionnaire (GMQ) Validation of the GMQ Coping motives Enhancement motives Social motives 

Notes

Acknowledgments

This study was funded by an operating grant from the Manitoba Gambling Research Program (MGRP) of Manitoba Lotteries awarded to Sherry H. Stewart and Sean P. Mackinnon; however, the findings and conclusions of this paper are those solely of the authors and do not necessarily represent the views of Manitoba Lotteries. The Manitoba Gaming Control Commission, the Manitoba Lotteries Corporation, and the Addictions Foundation of Manitoba graciously permitted the researchers access to the Manitoba Longitudinal Study of Young Adults (MLSYA) dataset. Sean P. Mackinnon was supported by a postdoctoral fellowship from the Social Sciences and Humanities Research Council. Laura Lambe was supported by a summer studentship from the Faculty of Science Summer Studentship program at Dalhousie University. Pam Collins and Jennifer Swansburg are thanked for their research assistance.

References

  1. American Psychiatric Association (APA). (1994). Diagnostic and statistical manual of mental disorders (4th ed.). Washington, DC: American Psychiatric Association (APA).Google Scholar
  2. Arnett, J. J. (2000). Emerging adulthood: A theory of development from the late teens through the twenties. American Psychologist, 55, 469–480. doi: 10.1037//0003-066X.55.5.469.CrossRefPubMedGoogle Scholar
  3. Bayram, N., & Bilgel, N. (2008). The prevalence and socio-demographic correlates of depression, anxiety, and stress among a group of university students. Social Psychiatry and Psychiatric Epidemiology, 43, 667–672. doi: 10.1007/s00127-008-0345-x.CrossRefPubMedGoogle Scholar
  4. Bewick, B., Koutsopoulou, G., Miles, J., Slaa, E., & Barkham, M. (2010). Changes in undergraduate students’ psychological well-being as they progress through university. Studies in Higher Education, 35, 633–645. doi: 10.1080/03075070903216643.CrossRefGoogle Scholar
  5. Blaszczynski, A., & Nower, L. (2002). A pathways model of problem and pathological gambling. Addiction, 97, 487–499.CrossRefPubMedGoogle Scholar
  6. Bonnaire, C., Bungener, C., & Varescon, I. (2009). Subtypes of French pathological gamblers: Comparison of sensation seeking, alexithymia, and depression scores. Journal of Gambling Studies, 25, 455–471. doi: 10.1007/s10899-009-9142-z.CrossRefPubMedGoogle Scholar
  7. Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9, 233–255.CrossRefGoogle Scholar
  8. Cohen, J. (1998). Statistical power analysis for the behavioral sciences. Hillsdale, NJ: Lawrence Erlbaum.Google Scholar
  9. Comeau, N., Stewart, S. H., & Loba, P. (2001). The relations of anxiety sensitivity, trait anxiety, and sensation seeking to adolescents’ motivations for alcohol, cigarette, and marijuana use. Addictive Behaviors, 26, 803–825.CrossRefPubMedGoogle Scholar
  10. Conrod, P. J., Castellanos-Ryan, N., & Mackie, C. (2011). Long-term effects of a personality-targeted intervention to reduce alcohol use in adolescents. Journal of Consulting and Clinical Psychology, 79, 296–306. doi: 10.1037/a0022997.CrossRefPubMedGoogle Scholar
  11. Conrod, P. J., Stewart, S. H., Comeau, N., & Maclean, A. M. (2006). Efficacy of cognitive–behavioral interventions targeting personality risk factors for youth alcohol misuse. Journal of Clinical Child and Adolescent Psychology, 35, 550–563.CrossRefPubMedGoogle Scholar
  12. Cooper, M. L., Russell, M., Skinner, J. B., & Windle, M. (1992). Development and validation of a three dimensional measure of drinking motives. Psychological Assessment, 4, 123–132.CrossRefGoogle Scholar
  13. Costello, A. B., & Osborne, J. W. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment, Research, and Evaluation, 10, 1–9. http://pareonline.net/getvn.asp?v=10&n=7
  14. Currie, S. R., Hodgins, D. C., & Casey, D. M. (2013). Validity of the Problem Gambling Severity Index interpretative categories. Journal of Gambling Studies, 29, 311–327. doi: 10.1007/s10899-012-9300-6.CrossRefPubMedGoogle Scholar
  15. Dechant, K., & Ellery, M. (2011). The effect of including a monetary motive item on the Gambling Motives Questionnaire in a sample of moderate gamblers. Journal of Gambling Studies, 27, 331–344. doi: 10.1007/s10899-010-9197-x.PubMedCentralCrossRefPubMedGoogle Scholar
  16. Enders, C. K., & Bandalos, D. L. (2001). The relative performance of full information maximum likelihood estimation for missing data in structural equation models. Structural Equation Modeling, 8, 430–457. doi: 10.1207/S15328007SEM0803_5.CrossRefGoogle Scholar
  17. Ferris, J., & Wynne, H. (2001). The Canadian Problem Gambling Index: Final report. Ottawa, ON: Canadian Centre on Substance Abuse.Google Scholar
  18. Goldstein, A. L., Stewart, S. H., Hoaken, P. N. S., & Flett, G. L. (2013). Mood, motives, and gambling in young adults: An examination of within- and between-person variations using experience sampling. Psychology of Addictive Behaviors [E-pub ahead of print]. doi: 10.1037/a0033001.
  19. Griffiths, M. (2004). Betting your life on it: Problem gambling has clear health related consequences. British Medical Journal, 329, 1055–1056. doi: 10.1136/bmj.329.7474.1055.PubMedCentralCrossRefPubMedGoogle Scholar
  20. Hilbe, J. M. (2nd Ed.). (2011). Negative binomial regression. Cambridge: Cambridge University Press.Google Scholar
  21. Holtgraves, T. (2009). Evaluating the Problem Gambling Severity Index. Journal of Gambling Studies, 25, 105–120. doi: 10.1007/s10899-008-9107-7.CrossRefPubMedGoogle Scholar
  22. Johansson, A., Grant, J. E., Kim, S. W., Odlaug, B. L., & Götestam, K. G. (2009). Risk factors for problematic gambling: A critical review. Journal of Gambling Studies, 25, 67–92. doi: 10.1007/s10899-008-9088-6.CrossRefPubMedGoogle Scholar
  23. Kessler, R. C., Hwang, I., LaBrie, R., Petukhova, M., Sampson, N. A., Winters, K. C., et al. (2008). The prevalence and correlates of DSM-IV pathological gambling in the National Comorbidity Survey Replication. Psychological Medicine, 38, 1351–1360. doi: 10.1017/S0033291708002900.PubMedCentralPubMedGoogle Scholar
  24. Kessler, R. C., & Üstün, T. B. (2004). The world mental health (WMH) survey initiative version of the world health organization (WHO) composite international diagnostic interview (CIDI). International Journal of Methods in Psychiatric Research, 13, 93–121.CrossRefPubMedGoogle Scholar
  25. Keyes, C. L., Eisenberg, D., Perry, G. S., Dube, S. R., Kroenke, K., & Dhingra, S. S. (2012). The relationship of level of positive mental health with current mental disorders in predicting suicidal behavior and academic impairment in college students. Journal of American College Health, 60, 126–133. doi: 10.1080/07448481.2011.608393.CrossRefPubMedGoogle Scholar
  26. King, S. M., Iacono, W. G., & McGue, M. (2004). Childhood externalizing and internalizing psychopathology in the prediction of early substance use. Addiction, 99, 1548–1559.CrossRefPubMedGoogle Scholar
  27. Kline, R. B. (2011). Principles and practice of structural equation modeling (3rd ed.). New York, NY: Guilford.Google Scholar
  28. Kuntsche, E., & Kuntsche, S. (2009). Development and validation of the Drinking Motives Questionnaire Revised Short Form (DMQ-R-SF). Journal of Clinical Child and Adolescent Psychology, 38, 899–908. doi: 10.1080/15374410903258967.CrossRefPubMedGoogle Scholar
  29. Ledgerwood, D. M., & Petry, N. M. (2006). Psychological experience of gambling and subtypes of pathological gamblers. Psychiatry Research, 144, 17–27. doi: 10.1016/j.psychres.2005.08.017.CrossRefPubMedGoogle Scholar
  30. Ledgerwood, D. M., & Petry, N. M. (2010). Subtyping pathological gamblers based on impulsivity, depression, and anxiety. Psychology of Addictive Behaviours, 24, 680–688. doi: 10.1037/a0019906.CrossRefGoogle Scholar
  31. Lesieur, H. R., & Blume, S. (1987). The South Oaks Gambling Screen (SOGS): A new instrument for the identification of pathological gamblers. American Journal of Psychiatry, 144, 1184–1188.CrossRefPubMedGoogle Scholar
  32. Manitoba Gaming Control Commission, Manitoba Lotteries Corporation, & Addictions Foundation of Manitoba. (2011). Manitoba Longitudinal Study of Young Adults [data file and codebook obtained through the MLSYA Data Access Program]. Winnipeg, MB.Google Scholar
  33. McGrath, D. S., Stewart, S. H., Klein, R. M., & Barrett, S. P. (2010). Self-generated motives for gambling in two population-based samples of gamblers. International Gambling Studies, 10, 117–138. doi: 10.1080/14459795.2010.499915.CrossRefGoogle Scholar
  34. 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.CrossRefPubMedGoogle Scholar
  35. Moran, E. (1970). Varieties of pathological gambling. British Journal of Psychiatry, 116, 593–597.CrossRefPubMedGoogle Scholar
  36. Nower, L., & Blaszczynski, A. (2010). Gambling motivations, money-limiting strategies, and precommitment preferences of problem versus non-problem gamblers. Journal of Gambling Studies, 26, 361–372. doi: 10.1007/s10899-009-9170-8.CrossRefPubMedGoogle Scholar
  37. Rockloff, M. J., & Dyer, V. (2006). The four Es of problem gambling: A psychological measure of risk. Journal of Gambling Studies, 22, 101–120. doi: 10.1007/s10899-005-9005-1.CrossRefPubMedGoogle Scholar
  38. Shaffer, H. J., & Hall, M. N. (2001). Updating and refining prevalence estimates of disordered gambling behaviour in the United States and Canada. Canadian Journal of Public Health, 92, 168–172.PubMedGoogle Scholar
  39. Sowell, E. R., Thompson, P. M., Holmes, C. J., Jernigan, T. L., & Toga, A. W. (1999). In vivo evidence for post-adolescent brain maturation in frontal and striatal regions. Nature Neuroscience, 2, 859–861.CrossRefPubMedGoogle Scholar
  40. Stewart, S. H., Demetrioff, S., Ellery, M., & Wohl, M. (2011). The role of gambling motives in university student gambling behavior and problems [Summary]. Canadian Psychology, 52(2a), 181.Google Scholar
  41. 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.CrossRefPubMedGoogle Scholar
  42. Stewart, S. H., Zack, M., Collins, P., Klein, R. M., & Fragopoulos, F. (2008). Subtyping pathological gamblers on the basis of affective motivations for gambling: Relations to gambling problems, drinking problems, and affective motivations for drinking. Psychology of Addictive Behaviors, 22, 257–268. doi: 10.1037/0893-164X.22.2.257.CrossRefPubMedGoogle Scholar
  43. Tabachnick, B. G., & Fidell, L. S. (2011). Using multivariate statistics. New York, NY: Allyn & Bacon.Google Scholar
  44. Turner, N. E., Jain, U., Spence, W., & Zangeneh, M. (2008). Pathways to pathological gambling: Component analysis of variables related to pathological gambling. International Gambling Studies, 8, 281–298. doi: 10.1080/14459790802405905.CrossRefGoogle Scholar
  45. Vachon, D. D., & Bagby, R. M. (2009). Pathological gambling subtypes. Psychological Assessment, 21, 608–615. doi: 10.1037/a0016846.CrossRefPubMedGoogle Scholar
  46. Welte, J. W., Barnes, G. M., Tidwell, M. C., & Hoffman, J. H. (2008). The prevalence of problem gambling among U.S. adolescents and young adults: Results from a national survey. Journal of Gambling Studies, 24, 119–133. doi: 10.1007/s10899-007-9086-0.PubMedCentralCrossRefPubMedGoogle Scholar
  47. Williams, R. J., Connolly, D., Wood, R. T., & Nowatzki, N. (2006). Gambling and problem gambling in a sample of university students. Journal of Gambling Issues, 16, 1–14. doi: 10.4309/jgi.2006.16.19.CrossRefGoogle Scholar
  48. World Health Organization. (1993). The ICD-10 classification of mental and behavioural disorders: Diagnostic criteria for research. Geneva: World Health Organization.Google Scholar
  49. Wynne, H. (2003). Introducing the Canadian Problem Gambling Index. Edmonton, AB: Wynne Resources.Google Scholar
  50. Zuckerman, M. (1974). The sensation seeking motive. In B. A. Maher (Ed.), Progress in experimental personality research (Vol. 7, pp. 79–148). New York: Academic Press.Google Scholar

Copyright information

© Springer Science+Business Media New York 2014

Authors and Affiliations

  • Laura Lambe
    • 1
  • Sean P. Mackinnon
    • 1
    • 2
  • Sherry H. Stewart
    • 1
    • 2
  1. 1.Department of Psychology and Neuroscience, Life Sciences CentreDalhousie UniversityHalifaxCanada
  2. 2.Department of PsychiatryDalhousie UniversityHalifaxCanada

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