Marmet Simon, Studer Joseph, Wicki Matthias, Khazaal Yasser, Gmel Gerhard
Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
Research Centre, University Institute of Mental Health, Montréal, QC, Canada.
Front Psychiatry. 2021 Jul 21;12:703118. doi: 10.3389/fpsyt.2021.703118. eCollection 2021.
Internet gambling has recently grown in popularity, but relatively little is known about how online and the combination of online and offline (mixed) gambling are associated with gambling disorder (GD) and related problems. The present research examined in a cohort study sample of young Swiss men how their gambling activities and gambling-related problems differed across the spectrum from offline to online gambling. A general-population based sample from the Cohort Study on Substance Use Risk Factors (C-SURF), consisting of 5,352 young Swiss men (mean age 28.26 years old). The spectrum from exclusively offline to almost exclusively online (>90% of gambling money spent online) gambling was measured using one question about the proportion of gambling money spent online. Total money gambled and time spent on gambling were also assessed. GD severity (range 0-9) was measured using items reflecting the nine DSM-5 GD criteria. The number of gambling-related problems (e.g., financial difficulties, range 0-10), other addictive disorders and mental health problems were also inquired about. We estimated a generalised linear model using a count model (negative binomial link function) for GD severity and gambling-related problems associated with the amounts and proportions of money gambled online and offline. The number of GD criteria were associated with money gambled online (IRR [95%CI] = 2.81 [2.43, 3.24]) and offline (IRR = 2.68 [2.40, 3.00]). This was also found for the number of gambling-related problems (IRR = 2.43 [2.13, 2.79] and IRR = 2.89 [2.59, 3.23]). Compared with exclusively-offline gamblers, mixed gamblers (26-90% of money gambled online) showed the highest levels of GD symptoms and gambling-related problems, followed by the almost-exclusively-online gamblers (≥91% money gambled online) and, overall, these associations were still significant after adjustment for overall involvement in gambling (time spent and money gambled). Levels of other addictive disorders and mental health problems were higher among mixed gamblers than among offline-only gamblers, but levels among almost-exclusively-online gamblers were not. Symptoms of gambling disorder and gambling related problems are highest among gamblers engaging in both offline and online gambling. Prevention efforts need to target the combination of offline and online gambling.
网络赌博近来愈发流行,但对于网络赌博以及网络与线下(混合)赌博的结合如何与赌博障碍(GD)及相关问题相关联,我们却知之甚少。本研究在一个瑞士年轻男性队列研究样本中,考察了从线下赌博到网络赌博这一范围内,他们的赌博活动及与赌博相关的问题是如何不同的。样本来自物质使用风险因素队列研究(C-SURF)中的一个基于普通人群的样本,由5352名瑞士年轻男性组成(平均年龄28.26岁)。通过一个关于在线赌博资金所占比例的问题,来衡量从完全线下赌博到几乎完全在线赌博(>90%的赌博资金用于在线赌博)这一范围。还评估了赌博的总资金和花费在赌博上的时间。使用反映DSM-5中9条GD标准的项目来衡量GD严重程度(范围0 - 9)。还询问了与赌博相关问题的数量(如财务困难,范围0 - 10)、其他成瘾性障碍和心理健康问题。我们使用计数模型(负二项式链接函数)估计了一个广义线性模型,用于分析与在线和线下赌博金额及比例相关的GD严重程度和与赌博相关的问题。GD标准的数量与在线赌博金额(IRR [95%CI] = 2.81 [2.43, 3.24])和线下赌博金额(IRR = 2.68 [2.40, 3.00])相关。在与赌博相关问题的数量上也发现了同样的情况(IRR = 2.43 [2.13, 2.79]和IRR = 2.89 [2.59, 3.23])。与完全线下赌博者相比,混合赌博者(26 - 90%的赌博资金用于在线赌博)表现出最高水平的GD症状和与赌博相关的问题,其次是几乎完全在线赌博者(≥91%的赌博资金用于在线赌博),总体而言,在对赌博的总体参与程度(花费的时间和赌博资金)进行调整后,这些关联仍然显著。混合赌博者中其他成瘾性障碍和心理健康问题的水平高于仅线下赌博者,但几乎完全在线赌博者中的水平并非如此。在参与线下和在线赌博的赌博者中,赌博障碍症状和与赌博相关的问题最为严重。预防工作需要针对线下和在线赌博的结合。