Abstract
We investigated the demographics, gambling-related harms, and risk for gambling disorder (GD) associated with an illegal national lottery-type game called Jogo do Bicho that is culturally unique to Brazil in a sample of 5407 representative Brazilian lottery players. Participants reported on demographics, gambling behaviors, gambling-related harms, and GD. A total of 27.0% of the participants reported playing Jogo do Bicho in the past year. Jogo do Bicho was associated with greater risk of GD with 5.7% of current Jogo do Bicho players meeting diagnostic criteria. Jogo do Bicho was also associated with greater gambling-related harms. Older participants, males, individuals who self-identified as Black, and who were widowed were more likely to be current Jogo do Bicho players. Jogo do Bicho is a popular activity among legal lottery players in Brazil despite its illegal status and is associated with greater harms and increased risk of GD.
Similar content being viewed by others
Data Availability
Data are available upon request with permission from the authors REB.
References
American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). https://doi.org/10.1176/appi.books.9780890425596
Ariyabuddhiphongs, V. (2012). Older adults and gambling: A review. International Journal of Mental Health and Addiction, 10(2), 297–308. https://doi.org/10.1007/s11469-011-9325-6
Blaszczynski, A., & Nower, L. (2002). A pathways model of problem and pathological gambling. Addiction, 97(5), 487–499. https://doi.org/10.1046/j.1360-0443.2002.00015.x
Brazeau, B. W., & Hodgins, D. C. (2022). Psychometric evaluation of the NORC diagnostic screen for gambling problems (NODS) for the assessment of DSM-5 gambling disorder. Addictive Behaviors, 130, 107310. https://doi.org/10.1016/j.addbeh.2022.107310
Browne, M., & Rockloff, M. J. (2018). Prevalence of gambling-related harm provides evidence for the prevention paradox. Journal of Behavioral Addictions, 7(2), 410–422. https://doi.org/10.1556/2006.7.2018.41
Browne, M., Goodwin, B. C., & Rockloff, M. J. (2018). Validation of the Short Gambling Harm Screen (SGHS): A tool for assessment of harms from gambling. Journal of Gambling Studies, 34(2), 499–512. https://doi.org/10.1007/s10899-017-9698-y
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. https://doi.org/10.1556/2006.5.2016.073
Clark, L., & Limbrick-Oldfield, E. H. (2013). Disordered gambling: A behavioral addiction. Current Opinion in Neurobiology, 23(4), 655–659. https://doi.org/10.1016/j.conb.2013.01.004
Cross, C. P., Copping, L. T., & Campbell, A. (2011). Sex differences in impulsivity: A meta-analysis. Psychological Bulletin, 137(1), 97–130. https://doi.org/10.1037/a0021591
Delfabbro, P., King, D. L., Browne, M., & Dowling, N. A. (2020). Do EGMs have a stronger association with problem gambling than racing and casino table games? Evidence from a decade of Australian prevalence studies. Journal of Gambling Studies, 36(2), 499–511. https://doi.org/10.1007/s10899-020-09950-5
Dowling, N. A., Butera, C. A., Merkouris, S. S., Youssef, G. J., Rodda, S. N., & Jackson, A. C. (2019). The reciprocal association between problem gambling and mental health symptoms/substance use: Cross-lagged path modelling of longitudinal cohort data. Journal of Clinical Medicine, 8(11), 1888. https://doi.org/10.3390/jcm8111888
Dowling, N. A., Greenwood, C. J., Merkouris, S. S., Youssef, G. J., Browne, M., Rockloff, M., & Myers, P. (2021). The identification of Australian low-risk gambling limits: A comparison of gambling-related harm measures. Journal of Behavioral Addictions, 10(1), 21–34. https://doi.org/10.1556/2006.2021.00012
Dragicevic, S., Tsogas, G., & Kudic, A. (2011). Analysis of casino online gambling data in relation to behavioural risk markers for high-risk gambling and player protection. International Gambling Studies, 11(3), 377–391. https://doi.org/10.1080/14459795.2011.629204
Evans, L., & Delfabbro, P. H. (2005). Motivators for change and barriers to help-seeking in Australian problem gamblers. Journal of Gambling Studies, 21(2), 133–155. https://doi.org/10.1007/s10899-005-3029-4
Freire, D. (2019). Beasts of prey or rational animals? Private governance in Brazil’s Jogo do Bicho. Latin American Perspectives, 46(4), 230–244. https://doi.org/10.1177/0094582X19846519
Griffiths, M. (1996). Pathological gambling: A review of the literature. Journal of Psychiatric and Mental Health Nursing, 3(6), 347–353. https://doi.org/10.1111/j.1365-2850.1996.tb00138.x
Harris, A., & Griffiths, M. D. (2018). The impact of speed of play in gambling on psychological and behavioural factors: A critical review. Journal of Gambling Studies, 34(2), 393–412. https://doi.org/10.1007/s10899-017-9701-7
Ioannidis, K., Hook, R., Wickham, K., Grant, J. E., & Chamberlain, S. R. (2019). Impulsivity in gambling disorder and problem gambling: A meta- analysis. Neuropsychopharmacology, 44(8), 1354–1361. https://doi.org/10.1038/s41386-019-0393-9
Kruttschnitt, C. (2013). Gender and crime. Annual Review of Sociology, 39, 291–308. https://doi.org/10.1146/annurev-soc-071312-145605
Mann, K., Fauth-Bühler, M., Higuchi, S., Potenza, M. N., & Saunders, J. B. (2016). Pathological gambling: A behavioral addiction. World Psychiatry, 15(3), 297. https://doi.org/10.1002/wps.20373
Mathias, A. C. R., Vargens, R. W., Kessler, F. H., & Cruz, M. S. (2009). Differences in addiction severity between social and probable pathological gamblers among substance abusers in treatment in Rio de Janeiro. International Journal of Mental Health and Addiction, 7(1), 239–249. https://doi.org/10.1007/s11469-008-9183-z
Medeiros, G., Grant, J., & Tavares, H. (2016). Gambling disorder due to Brazilian Animal Game (“Jogo do Bicho”): Gambling behavior and psychopathology. Journal of Gambling Studies, 32(1), 231–241. https://doi.org/10.1007/s10899-015-9527-0
Murray Boyle, C., Browne, M., Rockloff, M., & Flenady, T. (2021). Opportunity costs or not? Validating the short gambling harm screen against a set of “unimpeachable” negative impacts. Journal of Clinical Medicine, 10(3), 549. https://doi.org/10.3390/jcm10030549
Okuda, M., Liu, W., Cisewski, J. A., Segura, L., Storr, C. L., & Martins, S. S. (2016). Gambling disorder and minority populations: Prevalence and risk factors. Current Addiction Reports, 3(3), 280–292. https://doi.org/10.1007/s40429-016-0108-9
Petry, N. M. (2006). Should the scope of addictive behaviors be broadened to include pathological gambling? Addiction, 101, 152–160. https://doi.org/10.1111/j.1360-0443.2006.01593.x
Petry, N. M., Blanco, C., Auriacombe, M., Borges, G., Bucholz, K., Crowley, T. J., & O’Brien, C. (2014). An overview of and rationale for changes proposed for pathological gambling in DSM-5. Journal of Gambling Studies, 30(2), 493–502. https://doi.org/10.1007/s10899-013-9370-0
Pulford, J., Bellringer, M., Abbott, M., Clarke, D., Hodgins, D., & Williams, J. (2009). Reasons for seeking help for a gambling problem: The experiences of gamblers who have sought specialist assistance and the perceptions of those who have not. Journal of Gambling Studies, 25(1), 19–32. https://doi.org/10.1007/s10899-008-9112-x
Sharpe, L. (2002). A reformulated cognitive–behavioral model of problem gambling: A biopsychosocial perspective. Clinical Psychology Review, 22(1), 1–25. https://doi.org/10.1016/S0272-7358(00)00087-8
Spritzer, D. T., Laranjeira, R., Pinsky, I., Zaleski, M., Caetano, R., & Tavares, H. (2009). Access to gambling among Brazilian adolescents: Why should we care? Brazilian Journal of Psychiatry, 31(4), 392–393. https://doi.org/10.1590/S1516-44462009000400021
Suurvali, H., Hodgins, D., Toneatto, T., & Cunningham, J. (2008). Treatment seeking among Ontario problem gamblers: Results of a population survey. Psychiatric Services, 59(11), 1343–1346. https://doi.org/10.1176/ps.2008.59.11.1343
Tavares, H. (2014). Gambling in Brazil: A call for an open debate. Addiction, 109(12), 1972–1976. https://doi.org/10.1111/add.12560
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. https://doi.org/10.1016/j.psychres.2010.04.014
Walters, G. D. (2001). Behavior genetic research on gambling and problem gambling: A preliminary meta-analysis of available data. Journal of Gambling Studies, 17(4), 255–271. https://doi.org/10.1023/A:1013652328999
Williams, R. J., Volberg, R. A., & Stevens, R. M. G. (2012). The population prevalence of problem gambling: Methodological influences, standardized rates, jurisdictional differences, and worldwide trends. Report prepared for the Ontario Problem Gambling Research Centre and the Ontario Ministry of Health and Long Term Care. http://hdl.handle.net/10133/3068
Winters, K. C., & Smith, N. (2019). Gambling expansion and its association with disordered gambling trends. In Shaffer, H. J., Blaszczynski, A., Ladouceur, R, Fong, D., & Collins, P. (Eds,), Responsible Gambling: Primary Stakeholder Perspectives (pp. 85–110). Oxford University Press.
Funding
This research was funded by the CAIXA, the state-run operators of gambling activities in Brazil to the senior author. The data are the property of the Department of Psychiatry of University of São Paulo, which holds unrestrained reporting rights without previous consultation or interference from the funding source. This research also received support from MITACS Globalink Research Award to HSK.
Author information
Authors and Affiliations
Contributions
Conceptualization: HSK, DCH, and HT. Data curation: MCM, HT, and MS. Formal analysis: HSK and MS. Funding acquisition: MCM and HT: Investigation: HT. Methodology: HT. Project administration: MCM. Resources: HT. Supervision: DCH and HT. Writing–original draft: HSK. Writing–reviewing and editing: DCH and HT.
Corresponding author
Ethics declarations
Ethics Approval
Approval was obtained from the Research Ethics Board of Faculty of Medicine at the University of Sao Paulo. The procedures used in this study adhere to the tenets of the Declaration of Helsinki.
Consent
All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2000 (5). Informed consent was obtained from all patients for being included in the study.
Competing Interests
HSK has received research funding from the Alberta Gambling Research Institute (Canada), Gambling Research Exchange Ontario (Canada), and International Center for Responsible Gaming (US). HSK has received speaker/travel honorarium from Alberta Gambling Research Institute (Canada), New Horizons (Canada), and the Florida Council on Compulsive Gambling. DCH has received research funds from the Canadian Institutes of Health Research, Health Canada, Alberta Gambling Research Institute, and the Ministry of Health, New Zealand. He has received consulting fees from the Canadian Centre on Substance Use and Addiction. He is a member, but receives no compensation from the National Centre for Responsible Gaming Scientific Advisory Board, UBC Centre for Gambling Research, various journal editorial boards, WHO Committee on the Public Health Implications of Addictive Behaviours, and International Scientific Advisory Board of the Centre of Excellence in Responsible Gaming (CERG) at the University of Gibraltar. He has received conference travel funds from New Horizons, Health Management Systems of America, Gambling International Symposium, Switzerland, V Congresso Clinca Psiquitria, Brazil, NCRG, Las Vegas, and Responsible Gambling Council, Toronto. HT has received grants from the Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) (National Council for Scientific and Technological Development) for the concession of Productivity Grant Process CNPq 304767/2011–5 and concession of the resource for the Universal Project Research Aid in the Process CNPq 445465/2014–0; Federal Bank of Brazil (CAIXA), worked from March 2015 to August 2017 as a responsible gambling consultant for the national lottery products under Contract #3800/2015 and Process #7066.01.0168.01/2015; World Lottery Association, member of the Independent Assessment Panel for the responsible gambling certification from October 2015 to February 2016; and Serasa-Experian, by granting resource contract with no number for the development of debt management and financial education for young couples’ program during 2014. MS and MCM have no conflict of interests to declare.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Kim, H.S., Sanches, M., Mariani, M.M.d.C. et al. Examining the Gambling-Related Harms, Gambling Disorder, and Player Characteristics of Jogo do Bicho (an Illegal National Lottery) in a Representative Sample of Brazilian Lottery Players. Int J Ment Health Addiction 22, 162–177 (2024). https://doi.org/10.1007/s11469-022-00865-3
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11469-022-00865-3