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Published in: International Journal of Mental Health and Addiction 3/2020

01-06-2020 | Original Article

Measurement Invariance of the Spanish Gamblers’ Beliefs Questionnaire Between Gamblers in the United States and Argentina

Authors: Samuel C. Peter, Meredith K. Ginley, James P. Whelan, Walter R. Winfree

Published in: International Journal of Mental Health and Addiction | Issue 3/2020

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Abstract

Studies have been conducted in both the United States (US) and Argentina to validate the Spanish version of the Gamblers’ Beliefs Questionnaire (GBQ-S). While similar factor structures of the GBQ-S were found in these studies, more detailed measurement invariance has not been explored. Determining measurement invariance across cultural groups would aid researchers in understanding what types of comparisons on latent constructs can be validly made between cultures using the GBQ-S. A secondary analysis was completed with data from two prior studies in Spanish-speaking samples from the US and Argentina. A modified baseline model that captured the two latent factors of Illusion of Control and Luck/Perseverance was selected for invariance testing. The evaluation of measurement invariance within a structural equation modeling framework established configural and metric, but not scalar, invariance. The GBQ-S can be validly used to measure the same latent variables across groups with comparable strengths between its items and factors; however, latent mean comparisons across groups may require further measurement refinement. The GBQ-S demonstrated notable degrees of measurement invariance between markedly different samples, providing further evidence for the existence of similar constructs and portability of the GBQ-S across populations.
Literature
go back to reference American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders: DSM-5. Washington, DC: Author. American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders: DSM-5. Washington, DC: Author.
go back to reference Barry, D. T., Stefanovics, E. A., Desai, R. A., & Potenza, M. N. (2011). Gambling problem severity and psychiatric disorders among Hispanic and white adults: findings from a nationally representative sample. Journal of Psychiatric Research, 45(3), 404–411.PubMed Barry, D. T., Stefanovics, E. A., Desai, R. A., & Potenza, M. N. (2011). Gambling problem severity and psychiatric disorders among Hispanic and white adults: findings from a nationally representative sample. Journal of Psychiatric Research, 45(3), 404–411.PubMed
go back to reference Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246.PubMed Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246.PubMed
go back to reference Calado, F., & Griffiths, M. D. (2016). Problem gambling worldwide: an update and systematic review of empirical research (2000–2015). Journal of behavioral addictions, 5(4), 592–613.PubMedPubMedCentral Calado, F., & Griffiths, M. D. (2016). Problem gambling worldwide: an update and systematic review of empirical research (2000–2015). Journal of behavioral addictions, 5(4), 592–613.PubMedPubMedCentral
go back to reference Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464–504. Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464–504.
go back to reference Doiron, J. P., & Nicki, R. M. (2007). Prevention of pathological gambling: a randomized controlled trial. Cognitive Behaviour Therapy, 36(2), 74–84.PubMed Doiron, J. P., & Nicki, R. M. (2007). Prevention of pathological gambling: a randomized controlled trial. Cognitive Behaviour Therapy, 36(2), 74–84.PubMed
go back to reference Goodie, A. S., & Fortune, E. E. (2013). Measuring cognitive distortions in pathological gambling: review and meta-analyses. Psychology of Addictive Behaviors, 27(3), 730–743.PubMed Goodie, A. S., & Fortune, E. E. (2013). Measuring cognitive distortions in pathological gambling: review and meta-analyses. Psychology of Addictive Behaviors, 27(3), 730–743.PubMed
go back to reference Hambleton, R. K., & Patsula, L. (1998). Adapting tests for use in multiple languages and cultures. Social Indicators Research, 45(1), 153–171. Hambleton, R. K., & Patsula, L. (1998). Adapting tests for use in multiple languages and cultures. Social Indicators Research, 45(1), 153–171.
go back to reference Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55.
go back to reference Jefferson, S., & Nicki, R. (2003). A new instrument to measure cognitive distortions in video lottery terminal users: the Informational Biases Scale (IBS). Journal of Gambling Studies, 19(4), 387–403.PubMed Jefferson, S., & Nicki, R. (2003). A new instrument to measure cognitive distortions in video lottery terminal users: the Informational Biases Scale (IBS). Journal of Gambling Studies, 19(4), 387–403.PubMed
go back to reference Kline, R. B. (2012). Assumptions in structural equation modeling. In R. Hoyle (Ed.), Handbook of structural equation modeling (pp. 111–125). New York: Guilford Press. Kline, R. B. (2012). Assumptions in structural equation modeling. In R. Hoyle (Ed.), Handbook of structural equation modeling (pp. 111–125). New York: Guilford Press.
go back to reference Kline, R. B. (2016). Multiple samples analysis and measurement invariance. In Principles and practices of structural equation modeling (pp. 394–423). New York: The Guildford Press. Kline, R. B. (2016). Multiple samples analysis and measurement invariance. In Principles and practices of structural equation modeling (pp. 394–423). New York: The Guildford Press.
go back to reference Ladouceur, R. (2004). Perceptions among pathological and non-pathological gamblers. Addictive Behaviors, 29, 555–565.PubMed Ladouceur, R. (2004). Perceptions among pathological and non-pathological gamblers. Addictive Behaviors, 29, 555–565.PubMed
go back to reference Ladouceur, R., & Walker, M. (1996). A cognitive perspective on gambling. In P. M. Salkovskies (Ed.), Trends in cognitive and behavioural therapies (pp. 89–120). Chester: John Wiley and Sons. Ladouceur, R., & Walker, M. (1996). A cognitive perspective on gambling. In P. M. Salkovskies (Ed.), Trends in cognitive and behavioural therapies (pp. 89–120). Chester: John Wiley and Sons.
go back to reference 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(1), 75–79.PubMed 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(1), 75–79.PubMed
go back to reference Marchetti, D., Whelan, J. P., Verrocchio, M. C., Ginley, M. K., Fulcheri, M., Relyea, G. E., & Meyers, A. W. (2016). Psychometric evaluation of the Italian translation of the Gamblers’ Beliefs Questionnaire. International Gambling Studies, 16(1), 17–30. Marchetti, D., Whelan, J. P., Verrocchio, M. C., Ginley, M. K., Fulcheri, M., Relyea, G. E., & Meyers, A. W. (2016). Psychometric evaluation of the Italian translation of the Gamblers’ Beliefs Questionnaire. International Gambling Studies, 16(1), 17–30.
go back to reference Milfront, T. L., & Fischer, R. (2010). Testing measurement invariance across groups: applications in cross-cultural research. International Journal of Psychology Research, 3(1), 111–121. Milfront, T. L., & Fischer, R. (2010). Testing measurement invariance across groups: applications in cross-cultural research. International Journal of Psychology Research, 3(1), 111–121.
go back to reference Mitrovic, D. V., & Brown, J. (2009). Poker mania and problem gambling: a study of distorted cognitions, motivation, and alexithymia. Journal of Gambling Studies, 25, 489–502.PubMed Mitrovic, D. V., & Brown, J. (2009). Poker mania and problem gambling: a study of distorted cognitions, motivation, and alexithymia. Journal of Gambling Studies, 25, 489–502.PubMed
go back to reference Myrseth, H., Brunborg, G. S., Eidem, M., & Pallesen, S. (2013). Description and pre-post evaluation of a telephone and Internet based treatment programme for pathological gambling in Norway: a pilot study. International Gambling Studies, 13(2), 205–220. Myrseth, H., Brunborg, G. S., Eidem, M., & Pallesen, S. (2013). Description and pre-post evaluation of a telephone and Internet based treatment programme for pathological gambling in Norway: a pilot study. International Gambling Studies, 13(2), 205–220.
go back to reference Pilatti, A., Cupani, M., Tuzinkievich, F., & Winfree, W. R. (2016). Confirmatory factor analysis of the Spanish version of the Gamblers’ Beliefs Questionnaire in a sample of Argentinean gamblers. Addictive Behaviors Reports, 4, 44–50.PubMedPubMedCentral Pilatti, A., Cupani, M., Tuzinkievich, F., & Winfree, W. R. (2016). Confirmatory factor analysis of the Spanish version of the Gamblers’ Beliefs Questionnaire in a sample of Argentinean gamblers. Addictive Behaviors Reports, 4, 44–50.PubMedPubMedCentral
go back to reference Solano-Flores, G., & Li, M. (2006). The use of generalizability (G) theory in the testing of linguistic minorities. Educational Measurement: Issues and Practice, 25(1), 13–22. Solano-Flores, G., & Li, M. (2006). The use of generalizability (G) theory in the testing of linguistic minorities. Educational Measurement: Issues and Practice, 25(1), 13–22.
go back to reference 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(2), 143–149.PubMed 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(2), 143–149.PubMed
go back to reference Steiger, J. H. (1990). Structural model evaluation and modification: an interval estimation approach. Multivariate Behavioral Research, 25(2), 173–180.PubMed Steiger, J. H. (1990). Structural model evaluation and modification: an interval estimation approach. Multivariate Behavioral Research, 25(2), 173–180.PubMed
go back to reference Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics. Boston: Pearson. Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics. Boston: Pearson.
go back to reference Tavares, H., Carneiro, E., Sanches, M., Pinsky, I., Caetano, R., Zaleski, M., & Laranjeira, R. (2010). Gambling in Brazil: lifetime prevalences and socio-demographic correlates. Psychiatry Research, 180(1), 35–41.PubMed Tavares, H., Carneiro, E., Sanches, M., Pinsky, I., Caetano, R., Zaleski, M., & Laranjeira, R. (2010). Gambling in Brazil: lifetime prevalences and socio-demographic correlates. Psychiatry Research, 180(1), 35–41.PubMed
go back to reference Toneatto, T., & Gunaratne, M. (2009). Does the treatment of cognitive distortions improve clinical outcomes for problem gambling? Journal of Contemporary Psychotherapy, 39(4), 221–229. Toneatto, T., & Gunaratne, M. (2009). Does the treatment of cognitive distortions improve clinical outcomes for problem gambling? Journal of Contemporary Psychotherapy, 39(4), 221–229.
go back to reference Welte, J. W., Barnes, G. M., Tidwell, M. C. O., Hoffman, J. H., & Wieczorek, W. F. (2015). Gambling and problem gambling in the United States: changes between 1999 and 2013. Journal of Gambling Studies, 31(3), 695–715.PubMedPubMedCentral Welte, J. W., Barnes, G. M., Tidwell, M. C. O., Hoffman, J. H., & Wieczorek, W. F. (2015). Gambling and problem gambling in the United States: changes between 1999 and 2013. Journal of Gambling Studies, 31(3), 695–715.PubMedPubMedCentral
go back to reference Whelan, J. P., Steenbergh, T. A., & Meyers, A. W. (2007). Problem and pathological gambling. Cambridge: Hogrefe & Huber. Whelan, J. P., Steenbergh, T. A., & Meyers, A. W. (2007). Problem and pathological gambling. Cambridge: Hogrefe & Huber.
go back to reference 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(1), 274–278.PubMed 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(1), 274–278.PubMed
go back to reference 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, 4397-102. 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, 4397-102.
go back to reference Wong, S. K., & Tsang, S. M. (2012). Validation of the Chinese version of the Gamblers’ Belief Questionnaire (GBQ-C). Journal of Gambling Studies, 28(4), 561–572.PubMed Wong, S. K., & Tsang, S. M. (2012). Validation of the Chinese version of the Gamblers’ Belief Questionnaire (GBQ-C). Journal of Gambling Studies, 28(4), 561–572.PubMed
go back to reference Wohl, M. J. A., Young, M. M., & Hart, K. E. (2007). Self-perceptions of dispositional luck: relationship to DSM gambling symptoms, subjective enjoyment of gambling and treatment readiness. Substance Use and Misuse, 42(1), 43–63.PubMed Wohl, M. J. A., Young, M. M., & Hart, K. E. (2007). Self-perceptions of dispositional luck: relationship to DSM gambling symptoms, subjective enjoyment of gambling and treatment readiness. Substance Use and Misuse, 42(1), 43–63.PubMed
go back to reference 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(3), 300–307.PubMedPubMedCentral 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(3), 300–307.PubMedPubMedCentral
go back to reference Yakovenko, I., Hodgins, D. C., el-Guebaly, N., Casey, D. M., Currie, S. R., Smith, G. J., Williams, R. J. & Schopflocher, D. P. (2016). Cognitive distortions predict future gambling involvement. International Gambling Studies, 16(2), 175–192. Yakovenko, I., Hodgins, D. C., el-Guebaly, N., Casey, D. M., Currie, S. R., Smith, G. J., Williams, R. J. & Schopflocher, D. P. (2016). Cognitive distortions predict future gambling involvement. International Gambling Studies, 16(2), 175–192.
Metadata
Title
Measurement Invariance of the Spanish Gamblers’ Beliefs Questionnaire Between Gamblers in the United States and Argentina
Authors
Samuel C. Peter
Meredith K. Ginley
James P. Whelan
Walter R. Winfree
Publication date
01-06-2020
Publisher
Springer US
Published in
International Journal of Mental Health and Addiction / Issue 3/2020
Print ISSN: 1557-1874
Electronic ISSN: 1557-1882
DOI
https://doi.org/10.1007/s11469-018-9974-9

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