Predictors of problem gambling remission in adults: A Canadian longitudinal study.

IF 3.2 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Psychology of Addictive Behaviors Pub Date : 2024-06-01 Epub Date: 2023-10-16 DOI:10.1037/adb0000964
Youssef Allami, Robert J Williams, David C Hodgins, Rhys Stevens, Carrie A Shaw, Nady El-Guebaly, Darren R Christensen, Daniel S McGrath, Yale D Belanger
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Abstract

Objective: Remission from problem gambling (PG) continues to be a priority of clinicians and researchers. Data from cross-sectional studies indicate that some correlates are more predictive of PG, and existing longitudinal studies have exclusively examined risk factors that predict emergence of PG. This study's objective is to fill in the remaining pieces of the puzzle by identifying factors that might facilitate remission from PG.

Method: A stratified sample of 10,199 Canadian adult gamblers were recruited from an online panel. Respondents who screened positively for PG at baseline and completed a follow-up assessment 1 year later (n = 468) were assessed on a series of modifiable gambling, psychosocial, mental health, and substance use variables. A forward stepwise logistic regression was conducted to identify the strongest predictors of remission from PG at follow-up. A Least Absolute Shrinkage and Selection Operator regression was also conducted to confirm the most relevant predictors.

Results: Out of 75 candidate variables, 10 were retained by the regression model. Two were related to cessation of specific gambling activities, two were related to gambling motivations, two were psychosocial in nature, two were related to substance use while gambling, and one was related to remission from a mental health disorder. The final and strongest predictor was PG severity at baseline.

Conclusions: Although PG remission predictors were mostly gambling-related, psychosocial aspects may also be targeted by stakeholders aiming to reduce PG. Ceasing to use tobacco while gambling and diversifying leisure activities may be promising targets. Other mental health and substance use predictors may still possibly be relevant, but only for a subset of people with PG. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

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成年人问题赌博缓解的预测因素:一项加拿大纵向研究。
目的:缓解问题赌博(PG)仍然是临床医生和研究人员的优先事项。横断面研究的数据表明,一些相关性更能预测PG,现有的纵向研究只研究了预测PG出现的风险因素。这项研究的目的是通过识别可能有助于缓解PG.方法:从一个在线小组中招募10199名加拿大成年赌徒的分层样本来填补这一谜题的剩余部分。对基线时PG筛查呈阳性并在1年后完成随访评估的受访者(n=468)进行了一系列可改变的赌博、心理社会、心理健康和药物使用变量的评估。进行正向逐步逻辑回归,以确定随访时PG缓解的最强预测因素。还进行了最小绝对收缩和选择算子回归,以确认最相关的预测因素。结果:在75个候选变量中,回归模型保留了10个。其中两项与停止特定的赌博活动有关,两项与赌博动机有关,两种是心理社会性质的,两项涉及赌博时的药物使用,一项涉及精神健康障碍的缓解。最后也是最强的预测因子是基线时PG的严重程度。结论:尽管PG缓解的预测因素主要与赌博有关,但旨在减少PG的利益相关者也可能针对心理社会方面。在赌博时停止吸烟和多样化休闲活动可能是有希望的目标。其他心理健康和药物使用预测因素可能仍然相关,但仅适用于PG.(PsycInfo数据库记录(c)2023 APA,保留所有权利)。
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来源期刊
CiteScore
4.90
自引率
11.80%
发文量
165
期刊介绍: Psychology of Addictive Behaviors publishes peer-reviewed original articles related to the psychological aspects of addictive behaviors. The journal includes articles on the following topics: - alcohol and alcoholism - drug use and abuse - eating disorders - smoking and nicotine addiction, and other excessive behaviors (e.g., gambling) Full-length research reports, literature reviews, brief reports, and comments are published.
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