바로가기메뉴

본문 바로가기 주메뉴 바로가기

logo

Development and Validation of the Clinical Version of the Gambling Related Cognitions Scale-12 in a Korean Clinical Sample

Abstract

The purpose of this study is to construct the clinical version of the Gambling Related Cognition Scale (GRCS-12), which is based on Gambling Related Cognitions Scale (GRCS) and confirm its optimal validity for Korean clinical sample. A total of 2,420 problem/pathological gamblers (male 97.1%) seeking treatment for gambling disorder completed the GRCS. They were randomly divided into two groups. Item analysis and explanatory factor analysis (EFA) were performed on the data of group 1(1,237) to construct GRCS-12 and confirmatory factor analysis (CFA) was performed on the data of group 2 (1,183) and the validity of GRCS-12 was confirmed. Based on the results of item analysis and EFA on the data of group 1, GRCS-12 consisting of four factors (prediction/interpretation, gambling-related expectancies, illusion of control, and perceived inability to stop gambling) and twelve items was constructed for group 1. The four factors accounted for 67.06% of the total variance. Reliability and validity were confirmed using group 2. The CFA results indicated that the four factors had internal consistency ranging from 0.68 to 0.72, while the reliability of all twelve items was 0.80. Thus, GRCS-12 showed good convergent validity, discriminant validity, criterion-related and predictive validity, and sensitivity to change. The implications and limitations of the present study along with suggestions for future research have also been discussed.

keywords
gambling cognition, gambling related cognitions scale-12, clinical sample, validity, 도박인지, GRCS-12, 임상표본, 타당도

Reference

1.

Arcan, K., & Karanci, A. N. (2015). Adaptation study of the Turkish version of the Gambling-Related Cognitions Scale (GRCST). Journal of Gambling Studies, 31, 211-224.

2.

Arrindell, W., & van der Ende, J. (1985). An empirical test ofthe utility ofthe observations-to-variables ratios in factor and component analysis. Applied Psychological Measurement, 9, 165–178.

3.

Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107, 238-246.

4.

Blaszczynski, A., & Nower, L. (2002). A pathways model of problem and pathological gambling. Addiction, 97, 487-499.

5.

Brown, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136-162). Newbury Park, CA: Sage.

6.

Cattell, R. B. (1966). The scree test for the number of factors. Multivariate Behavioral Research, 1, 245-276.

7.

Chun, K. K., Choi, S. C., & Yang, B. C. (2001). Integrated Adaptation of CES - D in Korea. The Korean Journal of Health Psychology, 6, 59-76.

8.

Chun, Y. M., Lim, J. M., & Lee, G. R. (2012, May). Factor structure of the Gambling Urge Scale. Poster presented at the 2012 Korean Addiction Psychological Association Seasonal Conference, Chungnam National University, Daejon, Korea.

9.

Chun, Y. M., Kim, K. H., & Hong, J. A. (2012, May). Factor structure of the Korean version of the GRCS. Paper presented at the 2012 Korean Addiction Psychological Association Seasonal Conference, Chungnam National University, Daejon, Korea.

10.

Chungnam University. (2010). National survey on gambling industry users. Seoul: National Gambling Control Commission.

11.

Cohen, J. (1988). Statistical power analysis for the behavior sciences (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum Associates.

12.

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.

13.

Donati, M. A., Ancona, F., Chiesi, F., & Primi, C. (2015). Psychometric properties of the Gambling Related Cognitions Scale (GRCS) in young Italian gamblers. Addictive Behaviors, 45, 1-7.

14.

Ferris, J., & Wynne, H. (2001). The Canadian Problem Gambling Index: Final Report. Toronto, ON: Canadian Centre on Substance Abuse.

15.

Fortune, E. E., & Goodie, A. S. (2012). Cognitive distortions as a component and treatment focus of pathological gambling: a review. Psychology of Addictive Behaviors, 26, 298-310.

16.

Gaboury, A., & Ladouceur, R. (1989). Erroneous perceptions and gambling. Journal of Social Behavior and Personality, 4, 411-420.

17.

Goodie, S. A., & Fortune, E. E. (2013). Measuring cognitive distorions in pathological gambling: Review and meta-analyses. Psychology of Addictive Behaviors, 27, 730-743.

18.

Grall-Bronnec, M., Bouju, G., Sébille-Rivain, V., Gorwood, P., Boutin, C., Vénisse, J. L., & Hardouin, J. B. (2012). A French adaptation of the Gambling-Related Cognitions Scale (GRCS): A useful tool for assessment of irrational thoughts among gamblers. Journal of Gambling Issues, 27, 1-21.

19.

Hayton, J. C., Allen, D. G., & Scarpello, V. (2004). Factor retention decisions in exploratiory factor analysis: A tutorial on parallel analysis. Organizational Research Methods, 7, 191-205.

20.

Hong, S. H. (2000). The criteria for selecting appropriate fit indices in structural equation modeling and their rationales. Korean Journal of Clinical Psychology , 19, 161-177.

21.

Horn, J. L. (1965). A rationale and test for the number of factors in factor analysis. Psychometrika, 30, 179-185.

22.

Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1-55.

23.

Iliceto, P., Fino, E., Cammarota, C., Giovani, E., Petrucci, F., Desimoni, M., . . . Oei, T. P. (2015). Factor structure and psychometric properties of the Italian version of the Gambling Related Cognitions Scale (GRCS-I). Journal of Gambling Studies, 31, 225-242.

24.

Joukhador, J., Maccallum, F., & Blaszczynski, A. (2003). Differences in cognitive distortions between problem and social gambler. Psychological Reports, 92, 1203-1214.

25.

Kass, R., & Tinsley, H. (1979). Factor analysis. Journal of Leisure Research, 11, 120–138.

26.

Kim, C. T. (2016). Misuse of exploratory factor analysis and its remedies. Survey Research, 17, 1-29.

27.

Kline, R. B. (1994). An easy guide to factor analysis. New York:Routledge.

28.

Kline, R. E. (2011). Principles and practice of structural equations modelling (3rd ed.). London: Guilford Press.

29.

Ladouceur, R., Sylvain, C., Boutin, C., Lachance, S., Doucet, C., Leblond, J., & Jacques, C. (2001). Cognitive treatment of pathological gambling. The Journal of Nervous and Mental Disease, 189, 774-780.

30.

Langer, E. J., & Roth, J. (1975). Head I win, tails it's chance: The illusion of control as a function of the sequence of outcomes in a purely chance task. Journal of Personality and Social Psychology, 32, 951-955.

31.

Lee, H. P. (2003). The effect of irrational gambling belief to the pathological gambling. Korean Journal of Clinical Psychology, 22, 415-434.

32.

Lee, K. H. (2009). Preliminary study for validation of Korean Canadian Problem Gambling Index. The Korean Journal of Health Psychology, 14, 667-675.

33.

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.

34.

Levesque, D., Sevigny, S., Giroux, I., & Jacques, C. (2017). Gambling-Related Cognition Scale (GRCS): Are skills-based games at a disadvantage? Psychology of Addictive Behaviors, 31, 647-654.

35.

Mackillop, J., Anderson, E. J., Castelda, B. A., Mattson, R. E., & Donovick, P. J. (2006). Convergent validity of measures of cognitive distortions, impulsivity, and time perspective with pathological gambling. Psychology of Addictive Behaviors, 20, 75-79.

36.

Myrseth, H., Brunborg, G. S., & Eidem, M. (2010). Differences in cognitive distortions between pathological and non-pathological gamblers with preferences for chance or skill games. Journal of Gambling Studies, 26, 561-569.

37.

O'Connor, B. P. (2000). SPSS and SAS programs for determining the number ofcomponents using parallel analysis and Velicer's MAPtest. Behavior Research Methods, Instruments, and Computers, 32, 396-402.

38.

Oei, T. P., Lin, J., & Raylu, N. (2007). Validation of the Chinese version of the Gambling Related Cognitions Scale (GRCS-C). Journal of Gambling Studies, 23, 309-322.

39.

Oei, T. P., Lin, J., & Raylu, N. (2008). The Relationship Between Gambling Cognitions, Psychological States, and Gambling: A Cross-Cultural Study of Chinese and Caucasians in Australia. Journal of Cross-Cultural Psychology, 39, 147-161.

40.

Oei, T. P., & Raylu, N. (2015). Cognitive and psychosocial variables predicting gambling behavior in a clinical sample. International Journal of Mental Health and Addiction, 13, 520-535.

41.

Radloff, L. S. (1977). The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement, 1, 385-401.

42.

Raylu, N., & Oei, T. P. (2002). Pathological gambling: A comprehensive review. Clinical Psychology Review, 22, 1009-1061.

43.

Raylu, N., & Oei, T. P. (2004a). The Gambling Related Cognitions Scale (GRCS): development, confirmatory factor validation and psychometric properties. Addiction, 99, 757-769.

44.

Raylu, N., & Oei, T. P. (2004b). The gambling urge scale: development, confirmatory factor validation, and psychometric properties. Psychology of Addictive Behaviors, 18, 100-105.

45.

Raylu, N., & Oei, T. P. (2004c). Role of culture in gambling and problem gambling. Clinical Psychology Review, 23, 1087-1114.

46.

Sharpe, L. (2002). A reformulated cognitive-behavioral model of problem gambling: A biopsychosocial perspective. Clinical Psychology Review, 22, 1-25.

47.

Smith, D., Woodman, R., Drummond, A., & Battersby, M. (2016). Exploring the measurement structure of the Gambling Related Cognitions Scale (GRCS) in treatment-seekers: A Bayesian structural equation modelling approach. Psychiatry Research, 237, 90-96.

48.

Son, W. S. (2003). A comprehensive approach for adapting psychological tests. The Korean Journal of Psycology: General, 22, 57-80.

49.

Steenbergh, T. A., Meyers, A. W., May, R. K., & Whelan, J. P. (2002). Development and Validation of the Gamblers’ Beliefs Questionnaire. Psychology of Addictive Behaviors, 16, 143-149.

50.

Tabachnick, B. G., & Fidell, L. S. (2013). Using Multivariate Statistics (6th ed.). New Jersey: Pearson Education Inc.

51.

Taylor, R. N., Parker, J. D., Keefer, K. V., Kloosterman, P. H., & Summerfeldt, L. J. (2013). Are gambling related cognitions in adolescence multidimensional?: Factor structure of the gambling related cognitions scale. Journal of Gambling Studies, 30, 453-465.

52.

Toneatto, T. (1999). Cognitive psychopathology of problem gambling. Substance Use and Misuse, 34, 1593-1604.

53.

Toneatto, T., & Gunaratne, M. (2009). Does the treatment of cognitive distortions improve clinical outcomes for problem gambling? Journal of Contemporary Psychotherapy, 39, 221-229.

54.

Toneatto, T., Blitz-Miller, T., Calderwood, K., Dragonetti, R., & Tsanos, A. (1997). Cognitive distortions in heavy gambling. Journal of Gambling Studies, 13, 253-266.

55.

Tucker, L. R., & Lewis, C. (1973). A reliability coefficient for maximum likelihood factor analysis. Psychometrica, 38, 1-10.

56.

Whelan, J. P., Steenbergh, T. A., & Meyers, A. W. (2007). Problem and pathological gambling. Cambridge, MA: Hogrefe & Huber.

57.

Winfree, W. R., Ginley, M. K., Whelan, J. P., & Meyers, A. W.(2015). Psychometric evaluation of the Gamblers’ Beliefs Questionnaire with treatment-seeking disordered gamblers. Addictive Behaviors, 43, 97-102.

58.

Winfree, W. R., Meyers, A. W., & Whelan, J. P. (2013). Validation of a Spanish translation of the Gamblers’ Beliefs Questionnaire. Psychology of Addictive Behaviors, 27, 274-278.

59.

Xian, H., Shah, K. R., Phillips, S. M., Scherrer, J. F., Volberg, R., & Eisen, S. A. (2008). Association of cognitive distortions with problem and pathological gambling in adult male twins. Psychiatry Research, 160, 300-307.

60.

Yokomitsu, K., Takahashi, T., Kanazawa, J., & Sakano, Y. (2015). Development and validation of the Japanese version of the Gambling Related Cognitions Scale (GRCS-J). Asian Journal of Gambling Issues and Public Health, 5, 1-11.

logo