Risk gambling in Brazil: National Prevalence and Structural Correlates from the Third Brazilian National Alcohol and Drugs Survey (LENAD III).

Clarice Sandi Madruga, Katia Isicawa de Sousa, Daniel Spritzer, André Constantino Miguel, Hermano Tavares, Thiago Henrique Roza, Rodrigo Pereira Pio, Martha Canfield, Felix Kessler, Quirino Cordeiro, Ronaldo Ramos Laranjeira
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Abstract

The rapid expansion of online gambling in Brazil has outpaced the consolidation of regulatory safeguards, raising concerns about gambling-related harm at the population level. The Third Brazilian National Alcohol and Drugs Survey (BNADS/LENAD III) investigated gambling participation and risk gambling, providing nationally representative estimates of the magnitude of the problem and identifying vulnerable groups to inform public policy. LENAD III is a survey conducted in Brazil in 2022-2023 with 16,608 individuals aged 14 years and older. Gambling participation and risk were assessed using the Problem Gambling Severity Index (PGSI). Weighted prevalence estimates and multivariable logistic regression models were used to examine associations between structural, sociodemographic, behavioural factors, and risk gambling. Past-year gambling was reported by 17.6% of the population. Overall, 6.6% fell within the PGSI risk spectrum, while 2.8% were classified as moderate- or high-risk. Risk gambling was substantially more frequent among online gamblers. In multivariable models, online gambling remained the strongest correlate of gambling-related harm. Risk gambling in Brazil is substantial and disproportionately concentrated in online betting. Regulatory responses should prioritize structural measures that address product design, advertising exposure, and access control. Strengthening enforcement and aligning regulation with public health principles are urgent priorities.

巴西的风险赌博:第三次巴西全国酒精和毒品调查(LENAD III)的全国流行率和结构相关性。
巴西在线赌博的迅速扩张超过了监管保障措施的巩固,引发了人们对人口层面赌博相关危害的担忧。第三次巴西全国酒精和毒品调查(BNADS/LENAD III)调查了赌博参与和赌博风险,对问题的严重程度提供了具有全国代表性的估计,并确定了弱势群体,以便为公共政策提供信息。LENAD III是2022-2023年在巴西进行的一项调查,共有16608名14岁及以上的人参加。赌博参与和风险评估使用问题赌博严重性指数(PGSI)。加权患病率估计和多变量逻辑回归模型被用来检验结构、社会人口、行为因素和赌博风险之间的关系。过去一年有17.6%的人口报告赌博。总体而言,6.6%的人属于PGSI风险范围,而2.8%的人被归类为中度或高风险。风险赌博在网络赌徒中更为频繁。在多变量模型中,在线赌博仍然是赌博相关伤害的最强关联。巴西的赌博风险很大,而且不成比例地集中在网上赌博。监管反应应优先考虑解决产品设计、广告曝光和访问控制的结构性措施。加强执法和使监管与公共卫生原则保持一致是当务之急。
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