Skip to main content
Log in

Validation of the Gambling Refusal Self-Efficacy Questionnaire for Chinese Undergraduate Students

  • Original Paper
  • Published:
Journal of Gambling Studies Aims and scope Submit manuscript

Abstract

Although research on self-efficacy in the gambling literature took place more than 25 years ago, only in the recent decade did researchers attempt to develop valid and reliable measures of gambling-related self-efficacy. Recently Casey et al. (J Gambl Stud 24:229–246, 2008) developed the Gambling Refusal Self-Efficacy Questionnaire (GRSEQ) in an Australian sample, which is a valuable tool for gambling research. The first objective of this study is to validate the measure in a new sample. Given that previous research on Chinese’s gamblers’ self-efficacy is lacking, and that related research often used ad-hoc measures of the construct, a second objective of this study is to evaluate whether the GRSEQ is suitable for Chinese people. A sample of 427 university students (56.4 % females, 50.7 % gamblers) answered a questionnaire with measures including the GRSEQ, subjective norms, intentions toward gambling, general self-efficacy, impulsiveness, and pathological gambling symptoms. Evidence was found for the four-factor structure, internal consistency, criterion-related validity, and discriminant validity of the Chinese version of the GRSEQ among this young Chinese group.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Notes

  1. Scree plot and parallel analysis were used to determine the number of factors as suggested by Fabrigar and Wegener (2012).

References

  • Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50, 179–211.

    Article  Google Scholar 

  • American Psychiatric Association. (1994). Diagnostic and statistical manual of mental disorders. Washington, DC: Author.

    Google Scholar 

  • Ashrafioun, L., McCarthy, A., & Rosenberg, H. (2012). Assessing the impact of cue exposure on craving to gamble in university students. Journal of Gambling Studies, 28, 363–375. doi:10.1007/s10899-011-9262-0.

    Article  PubMed  Google Scholar 

  • Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84, 191–215. doi:10.1037/0033-295X.84.2.191.

    Article  CAS  PubMed  Google Scholar 

  • Bandura, A. (1990). Perceived self-efficacy in the exercise of control over AIDS infection. Evaluation and Program Planning, 13, 9–17. doi:10.1016/0149-7189(90)90004-G.

    Article  Google Scholar 

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

    Article  PubMed  Google Scholar 

  • Brislin, R. (1970). Back translation for cross-cultural research. Journal of Cross-Cultural Psychology, 1, 186–216.

    Article  Google Scholar 

  • Cao, F., Su, L., Liu, T., & Gao, X. (2007). The relationship between impulsivity and Internet addiction in a sample of Chinese adolescents. European Psychiatry, 22, 466–471. doi:10.1016/j.eurpsy.2007.05.004.

    Article  PubMed  Google Scholar 

  • Caritas Addicted Gamblers Counseling Centre. (2013). Statistical report on the profile of service users (Gamblers)—15 October 2003 to 31 August 2013. Retrieved from http://www.gamblercaritas.org.hk/statistics_e.pdf.

  • Casey, L. M., Oei, T. P. S., Melville, K. M., Bourke, E., & Newcombe, P. A. (2008). Measuring self-efficacy in gambling: The gambling refusal self-efficacy questionnaire. Journal of Gambling Studies, 24, 229–246. doi:10.1007/s10899-007-9076-2.

    Article  PubMed  Google Scholar 

  • Condiotte, M. M., & Lichtenstein, E. (1981). Self-efficacy and relapse in smoking cessation programs. Journal of Consulting and Clinical Psychology, 49, 648–658. doi:10.1037/0022-006X.49.5.648.

    Article  CAS  PubMed  Google Scholar 

  • Dickson, L. M., Derevensky, J. L., & Gupta, R. (2002). The prevention of gambling problems in youth: A conceptual framework. Journal of Gambling Studies, 18, 97–159.

    Article  PubMed  Google Scholar 

  • Enders, C. K. (2001). The performance of the full information maximum likelihood estimator in multiple regression models with missing data. Educational and Psychological Measurement, 61, 713–740. doi:10.1177/0013164401615001.

    Article  Google Scholar 

  • Enders, C. K. (2010). Applied missing data analysis. New York, NY: Guilford.

    Google Scholar 

  • Eysenck, S. B. G., & Eysenck, H. J. (1977). The place of impulsiveness in a dimensional system of personality description. British Journal of Social and Clinical Psychology, 16, 57–68. doi:10.1111/j.2044-8260.1977.tb01003.x.

    Article  CAS  PubMed  Google Scholar 

  • Fabrigar, L. R., & Wegener, D. T. (2012). Exploratory factor analysis. New York, NY: Oxford University Press.

    Google Scholar 

  • Forcehimes, A. A., & Tonigan, J. S. (2008). Self-efficacy as a factor in abstinence from alcohol/other drug abuse: A meta-analysis. Alcoholism Treatment Quarterly, 26, 480–489. doi:10.1080/07347320802347145.

    Article  Google Scholar 

  • Gwaltney, C. J., Metrik, J., Kahler, C. W., & Shiffman, S. (2009). Self-efficacy and smoking cessation: A meta-analysis. Psychology of Addictive Behaviors, 23, 56–66. doi:10.1037/a0013529.

    Article  PubMed  Google Scholar 

  • Hodgins, D. C., Peden, N., & Makarchuk, K. (2004). Self-efficacy in pathological gambling treatment outcome: Development of a gambling abstinence self-efficacy scale (GASS). International Gambling Studies, 4, 99–108. doi:10.1080/14459790412331296947.

    Article  Google Scholar 

  • Kadden, R. M., & Litt, M. D. (2011). The role of self-efficacy in the treatment of substance use disorders. Addictive Behaviors, 36, 1120–1126. doi:10.1016/j.addbeh.2011.07.032.

    Article  PubMed Central  PubMed  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • Ladouceur, R., Sylvain, C., Boutin, C., Lachance, S., Doucet, C., Leblond, J., et al. (2001). Cognitive treatment of pathological gambling. Journal of Nervous and Mental Disease, 11, 774–780.

    Article  Google Scholar 

  • 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.

    Article  CAS  PubMed  Google Scholar 

  • Lin, M.-P., Ko, H.-C., & Wu, J. Y.-W. (2008). The role of positive/negative outcome expectancy and refusal self-efficacy of Internet use on Internet addiction among college students in Taiwan. Cyberpsychology & Behavior, 11, 451–457. doi:10.1089/cpb. 2007.0121.

    Article  Google Scholar 

  • Loo, J. M. Y., Raylu, N., & Oei, T. P. S. (2008). Gambling among the Chinese: A comprehensive review. Clinical Psychology Review, 28, 1152–1166. doi:10.1016/j.cpr.2008.04.001.

    Article  PubMed  Google Scholar 

  • Martin, R. J., Usdan, S., Nelson, S., Umstattd, M. R., LaPlante, D., Perko, M., et al. (2010). Using the theory of planned behavior to predict gambling behavior. Psychology of Addictive Behaviors, 24, 89–97. doi:10.1037/a0018452.

    Article  CAS  PubMed  Google Scholar 

  • May, R. K., Whelan, J. P., Steenbergh, T. A., & Meyers, A. W. (2003). The Gambling Self-Efficacy Questionnaire: An initial psychometric evaluation. Journal of Gambling Studies, 19, 339–357. doi:10.1023/A:1026379125116.

    Article  PubMed  Google Scholar 

  • Muthén, L. K., & Muthén, B. O. (2011). Mplus user’s guide (6th ed.). Los Angeles, CA: Muthén & Muthén.

    Google Scholar 

  • Pek, J., & MacCallum, R. C. (2011). Sensitivity analysis in structural equation models: Cases and their influence. Multivariate Behavioral Research, 46, 202–228. doi:10.1080/00273171.2011.561068.

    Article  Google Scholar 

  • Raylu, N., & Oei, T. P. (2004). Role of culture in gambling and problem gambling. Clinical Psychology Review, 23, 1087–1114. doi:10.1016/j.cpr.2003.09.005.

    Article  PubMed  Google Scholar 

  • 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.

    CAS  PubMed  Google Scholar 

  • Sylvain, C., Ladouceur, R., & Boisvert, J.-M. (1997). Cognitive and behavioral treatment of pathological gambling: A controlled study. Journal of Consulting and Clinical Psychology, 65, 727–732. doi:10.1037/0022-006X.65.5.727.

    Article  CAS  PubMed  Google Scholar 

  • Symes, B. A., & Nicki, R. M. (1997). A preliminary consideration of cue-exposure, response-prevention treatment for pathological gambling behaviour: Two case studies. Journal of Gambling Studies, 13, 145–157. doi:10.1023/A:1024951301959.

    Article  CAS  PubMed  Google Scholar 

  • Tang, C. S., Chua, Z., & Wu, A. M. S. (2011). Impulsivity, life stress, refusal efficacy, and problem gambling among Chinese: Testing the diathesis–stress–coping model. International Journal of Stress Management, 18, 263–283. doi:10.1037/a0023812.

    Article  Google Scholar 

  • 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. Psychology of Addictive Behaviors, 25, 511–520. doi:10.1037/a0024013.

    Article  PubMed  Google Scholar 

  • Tang, C. S., & Wu, A. M. S. (2012). Impulsivity as a moderator and mediator between life stress and pathological gambling among Chinese treatment-seeking gamblers. International Journal of Mental Health and Addiction, 10, 573–584. doi:10.1007/s11469-011-9355-0.

    Article  Google Scholar 

  • Tao, V. Y. K., Wu, A. M. S., Cheung, S. F., & Tong, K. (2011). Development of an indigenous inventory GMAB (gambling motives, attitudes and behaviors) for Chinese gamblers: An exploratory study. Journal of Gambling Studies, 27, 99–113. doi:10.1007/s10899-010-9191-3.

    Article  PubMed  Google Scholar 

  • Toneatto, T., & Ladoceur, R. (2003). Treatment of pathological gambling: A critical review of the literature. Psychology of Addictive Behaviors, 17, 284–292. doi:10.1037/0893-164X.17.4.284.

    Article  PubMed  Google Scholar 

  • Wong, I. L. K., & So, E. M. T. (2003). Prevalence estimates of problem and pathological gambling in Hong Kong. American Journal of Psychiatry, 160, 1353–1354. doi:10.1176/appi.ajp.160.7.1353.

    Article  PubMed  Google Scholar 

  • Worthington, R. L., & Whittaker, T. A. (2006). Scale development research a content analysis and recommendations for best practices. The Counseling Psychologist, 34, 806–838. doi:10.1177/0011000006288127.

    Article  Google Scholar 

  • Wu, A. M. S., Lai, M. H. C., Tong, K.-K., & Tao, V. Y. K. (2012a). Chinese attitudes, norms, behavioral control and gambling involvement in Macao. Journal of Gambling Studies. doi:10.1007/s10899-012-9344-7.

  • 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.

    Article  CAS  PubMed  Google Scholar 

  • Wu, A. M. S., Tao, V. Y. K., Tong, K., & Cheung, S. F. (2012b). Psychometric evaluation of the inventory of gambling motives, attitudes and behaviours (GMAB) among Chinese gamblers. International Gambling Studies, 12, 331–347. doi:10.1080/14459795.2012.678273.

    Article  CAS  Google Scholar 

  • Zhang, J. X., & Schwarzer, R. (1995). Measuring optimistic self-beliefs: A Chinese adaptation of the General Self-Efficacy Scale. Psychologia: An International Journal of Psychology in the Orient, 38, 174–181.

    Google Scholar 

Download references

Acknowledgments

This research project was supported by the University of Macau RC Research Grant MYRG040(Y1-L1)-FSH11-TKK.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Anise M. S. Wu.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Lai, M.H.C., Wu, A.M.S. & Tong, K.K. Validation of the Gambling Refusal Self-Efficacy Questionnaire for Chinese Undergraduate Students. J Gambl Stud 31, 243–256 (2015). https://doi.org/10.1007/s10899-013-9412-7

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10899-013-9412-7

Keywords

Navigation