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The Need for Benchmarks to Advance AI-Enabled Player Risk Detection in Gambling. 需要基准来推进ai在赌博中的玩家风险检测。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2026-02-18 DOI: 10.1007/s10899-026-10483-6
Kasra Ghaharian, Simo Dragicevic, Chris Percy, Sarah E Nelson, W Spencer Murch, Robert M Heirene, Kahlil Simeon-Rose, Tracy Schrans
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引用次数: 0
Clinical Characteristics and Symptom Severity in Patients with Gambling Disorder in Japan. 日本赌博障碍患者的临床特征及症状严重程度
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2025-09-27 DOI: 10.1007/s10899-025-10423-w
Sachio Matsushita, Chie Nitta, Moemi Shibasaki, Kotaro Nishimura, Takanobu Matsuzaki, Ryuhei So, Susumu Higuchi

Background and aims: Japan has a unique gambling environment compared with other countries: pachinko and pachislot dominate the gambling market and are easily accessible. We investigated the clinical characteristics of treatment-seeking Japanese patients with gambling disorder (GD), focusing on factors related to GD severity.

Methods: This cross-sectional analysis used data from the Japan Collaborative Clinical Study on Gambling Disorder (JaCCS-G), a multicenter collaborative prospective study evaluating the effectiveness of outpatient treatment for GD. Twenty medical institutions with outpatient gambling clinics participated in this study. Individuals with GD who visited participating facilities and were diagnosed with GD based on the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, were included. Semi-structured interviews were conducted to assess gambling behavior and psychiatric comorbidities. We administered the Gambling Symptom Assessment Scale to assess gambling symptom severity, the Gambling Related Cognitions Scale to assess irrational thoughts in GD, and the Barratt Impulsiveness Scale (11th version) (BIS-11) to assess impulsivity.

Results: A total of 202 patients with GD participated in the JACCS-G. Pachinko was the most common type of gambling seen in patients with GD, followed by pachislot and horse racing. BIS-11 total score significantly differed among patients with mild, moderate, and severe GD. Antisocial personality disorder (ASPD) was associated with GD severity.

Discussion and conclusions: These results reflect the unique gambling environment in Japan, where pachinko is the most accessible and prevalent form of gambling. Assessing GD severity may help identify individuals with heightened impulsivity or ASPD, enabling more targeted interventions and improved treatment strategies. (249 words).

背景和目的:与其他国家相比,日本有一个独特的赌博环境:弹珠机和弹珠机占据了赌博市场,并且很容易获得。我们调查了寻求治疗的日本赌博障碍(GD)患者的临床特征,重点关注与GD严重程度相关的因素。方法:本横断面分析使用来自日本赌博障碍合作临床研究(JaCCS-G)的数据,这是一项多中心合作前瞻性研究,评估门诊治疗GD的有效性。20家设有赌博门诊的医疗机构参与本研究。根据《精神障碍诊断与统计手册》第五版,访问参与机构并被诊断患有GD的GD患者被包括在内。采用半结构化访谈来评估赌博行为和精神合并症。采用赌博症状评估量表评估赌博症状的严重程度,赌博相关认知量表评估GD中的非理性想法,Barratt冲动性量表(BIS-11)评估冲动性。结果:共有202例GD患者参加了JACCS-G。柏青哥是GD患者中最常见的赌博类型,其次是柏青哥和赛马。轻、中、重度GD患者BIS-11总分差异有统计学意义。反社会人格障碍(ASPD)与GD严重程度相关。讨论和结论:这些结果反映了日本独特的赌博环境,弹珠机是最常见的赌博形式。评估GD的严重程度可能有助于识别冲动或反社会人格障碍的个体,从而实现更有针对性的干预和改进的治疗策略。(249字)。
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引用次数: 0
Exploring the Intersection of Tobacco, Alcohol, and Gambling for Türkiye. 探索烟草,酒精和赌博的交叉点为<s:1> rkiye。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2025-07-29 DOI: 10.1007/s10899-025-10418-7
Kübranur Çebi Karaaslan, Esma Kesriklioğlu

In literature, there is a lack of multidimensional analyses that examine the co-occurrence of multiple addiction-related behaviors within households. This study aims to fill that gap by identifying the demographic and socioeconomic factors associated with Turkish households in which tobacco use, alcohol consumption, and gambling occur simultaneously, thereby contributing both to academic understanding and to informed policymaking. The study utilizes micro data from the Household Budget Survey conducted by the Turkish Statistical Institute between 2015 and 2019. The probabilities of households engaging in tobacco use, alcohol consumption and gambling behaviors are estimated simultaneously with the Multivariate Probit Model, which also considers correlations among unobservable factors. It has been determined that demographic and socioeconomic factors have separate significant effects on harmful habits. By focusing on the social and cultural dynamics in Türkiye, this study provides insights into harmful habits in households, contains guiding results especially for developing local policies. It has been identified that in Türkiye, deterrent policies for tobacco use should prioritize targeting young, low-educated, high-income males; for alcohol consumption, the focus should be on middle-aged, highly educated, high-income, single males; and for gambling, priority should be given to unemployed, middle-aged, highly educated, high-income, single males.

在文献中,缺乏多维分析来检查家庭中多种成瘾相关行为的共同发生。本研究旨在通过确定与吸烟、饮酒和赌博同时发生的土耳其家庭相关的人口和社会经济因素来填补这一空白,从而有助于学术理解和知情决策。该研究利用了土耳其统计研究所在2015年至2019年期间进行的家庭预算调查中的微观数据。使用多元概率模型(Multivariate Probit Model)同时估计家庭吸烟、饮酒和赌博行为的概率,该模型还考虑了不可观察因素之间的相关性。人们已经确定,人口和社会经济因素对有害习惯有各自的显著影响。通过关注 rkiye的社会和文化动态,本研究提供了对家庭有害习惯的见解,包含了指导结果,特别是为制定地方政策提供了指导。已经确定,在日本,遏制烟草使用的政策应优先针对年轻、受教育程度低、高收入的男性;就酒精消费而言,重点应该是中年、高学历、高收入的单身男性;至于赌博,应该优先考虑失业、中年、高学历、高收入的单身男性。
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引用次数: 0
Stigmatisation of Gambling Disorder, Alcohol Use Disorder and Internet Use Disorder: Results of an Experimental Vignette Study. 赌博障碍、酒精使用障碍和网络使用障碍的污名化:一项实验研究的结果。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2025-08-04 DOI: 10.1007/s10899-025-10413-y
Friederike Barthels, Reiner Hanewinkel, Matthis Morgenstern

People with mental health problems are subject to stigmatisation and there is evidence that addictive disorders are particularly stigmatised. Aim of this study was to analyse potential differences in the amount or quality of stigmatisation between substance- and non-substance related addictive disorders. An experimental vignette study was conducted, in which participants of an online survey (N = 2052, 50.4% male, 49.0% female, 0.6% diverse, age: M = 40.7 [SD = 14.92] years) randomly received one of four descriptions of a female or male person with either gambling disorder, alcohol use disorder, internet use disorder or mild depressive symptoms (control condition). Several dimensions of stigmatisation were assessed, including desire for social distance, emotional reactions, assumed dangerousness, blame, categorial thinking and otherness. Results revealed that stigmatisation was highest for gambling and alcohol and significantly lower for the internet vignette. Stigmatisation scores were higher for male compared to female vignettes, independently of vignette content. All three descriptions of addictive disorders received higher stigmatisation than the control condition, though there were differences in the kind of stigmatisation received. Such disparities may be attributable to a range of factors, including the level of familiarity with and preconceived assumptions about the disorders, such as perceiving them as character flaws. Since only a minority of individuals affected by gambling disorder receive therapeutic care in Germany, experiences of stigmatisation might be one of the reasons. Anti-stigma efforts are necessary to reduce the barriers for those affected to seek help.

有精神健康问题的人容易受到歧视,有证据表明,成瘾性疾病尤其容易受到歧视。本研究的目的是分析物质相关和非物质相关成瘾障碍之间的污名化的数量或质量的潜在差异。本研究采用一项实验性小短文研究,在线调查参与者(N = 2052,男性50.4%,女性49.0%,0.6%为异性,年龄:M = 40.7 [SD = 14.92]岁)随机接受四种描述中的一种,描述对象为患有赌博障碍、酒精使用障碍、网络使用障碍或轻度抑郁症状(对照组)的女性或男性。对污名化的几个方面进行了评估,包括对社会距离的渴望、情绪反应、假设的危险、指责、分类思维和他人。结果显示,赌博和酒精是最容易被污名化的,而网络小广告的污名化程度要低得多。与女性小插图相比,男性的污名得分更高,与小插图内容无关。所有三种成瘾障碍的描述都比对照条件受到更高的污名化,尽管所受到的污名化的种类有所不同。这种差异可能归因于一系列因素,包括对这些障碍的熟悉程度和先入为主的假设,例如将其视为性格缺陷。由于在德国只有少数受赌博障碍影响的人接受治疗,因此被污名化的经历可能是原因之一。为了减少受影响者寻求帮助的障碍,反污名化的努力是必要的。
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引用次数: 0
Problematic Cryptocurrency Trading Among Traders in Türkiye: A Cross-Sectional Study of Prevalence and Associations with Anxiety, Depression, and Problem Gambling. 在<s:1> rkiye交易者中有问题的加密货币交易:与焦虑、抑郁和问题赌博的流行及其关联的横断面研究。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2025-09-30 DOI: 10.1007/s10899-025-10429-4
Melih Özbek, Gülşen Topal

Cryptocurrency trading is becoming increasingly popular in Türkiye. Problematic cryptocurrency trading (PCT) is considered a public health issue due to its potential psychological and behavioral consequences. This study examined the prevalence of PCT among Turkish investors and its associations with mental health and related risk factors. In this cross-sectional study, 596 male Turkish participants aged between 20 and 63 years (mean = 33.6) were recruited using a purposive online sampling strategy via cryptocurrency-focused social media groups. Participants who actively owned cryptocurrency were assessed using the Problematic Cryptocurrency Trading Scale (PCTS), the Beck Anxiety Inventory (BAI), the Beck Depression Inventory (BDI), and the South Oaks Gambling Screen (SOGS). The analysis revealed a PCT prevalence of 26.3%, with significant associations identified between PCT and anxiety, depression, problem gambling, and frequent trading behavior. Logistic regression analysis revealed that problem gambling is the most significant risk factor for the development of problematic cryptocurrency trading (PCT), followed by daily trading activity. Additionally, severe anxiety and marital status were identified as important risk factors. This study highlights the public health significance of PCT and underscores the need for preventive interventions. The findings emphasize the importance of integrating PCT screening into mental health and gambling disorder programs in Türkiye.

加密货币交易在 rkiye中越来越受欢迎。由于潜在的心理和行为后果,有问题的加密货币交易(PCT)被认为是一个公共卫生问题。本研究调查了PCT在土耳其投资者中的流行程度及其与心理健康和相关风险因素的关系。在这项横断面研究中,通过以加密货币为重点的社交媒体团体,使用有目的的在线抽样策略招募了596名年龄在20至63岁之间(平均= 33.6)的土耳其男性参与者。积极持有加密货币的参与者使用问题加密货币交易量表(PCTS)、贝克焦虑量表(BAI)、贝克抑郁量表(BDI)和南橡树赌博屏幕(SOGS)进行评估。分析显示,PCT患病率为26.3%,PCT与焦虑、抑郁、问题赌博和频繁交易行为之间存在显著关联。逻辑回归分析显示,问题赌博是问题加密货币交易(PCT)发展的最重要风险因素,其次是日常交易活动。此外,严重焦虑和婚姻状况被认为是重要的危险因素。这项研究强调了PCT的公共卫生意义,并强调了采取预防性干预措施的必要性。研究结果强调了将PCT筛查纳入日本精神健康和赌博障碍项目的重要性。
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引用次数: 0
Teacher Attitudes Towards and Awareness of Adolescent Gambling Behaviour in the Republic of Ireland. 爱尔兰共和国教师对青少年赌博行为的态度和认识。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2025-11-10 DOI: 10.1007/s10899-025-10434-7
Raegan Murphy, Sam Downes, Michael Murphy, Jeffrey Derevensky, Belle Gavriel-Fried, Steve Sharman, Amanda Roberts

Introduction: The prevalence of Irish adolescent gambling is increasing with one quarter of 15-18-year-olds gambling at least once a year. There is little research on Irish adolescent gambling and teacher awareness thereof and this study aimed to fill this gap.

Methods: Eighty-eight teachers in Ireland answered questions regarding their awareness and attitudes about adolescent gambling. Teachers were asked about their perception of the severity of gambling compared to other adolescent issues, their confidence in addressing gambling and the frequency of conversations about gambling with students.

Results: Logistic regression and Cochran's-Q test of association results show that Irish teachers were likely to view adolescent gambling as significantly less serious of an issue compared to other adolescent high-risk behaviors. Teachers were significantly less likely to converse frequently with students about gambling in comparison to other high-risk behaviors, were significantly less confident in their abilities to address student gambling problems when compared to discussing adolescent alcohol problems, and perceived gambling behavior as less problematic than other risky behaviors. Most teachers reported that their school either did not have, or they did not know of, any form of gambling prevention programme within the school.

Conclusions: Irish teachers show moderate awareness of adolescent gambling, with higher accuracy than UK counterparts in identifying problem gambling among younger cohorts. However, low confidence, limited training, and scarce prevention programmes highlight gaps in addressing this issue. Collaboration with external organisations and curriculum enhancements are essential to foster prevention and support student well-being.

简介:爱尔兰青少年赌博的流行程度正在增加,15-18岁的青少年中有四分之一每年至少赌博一次。关于爱尔兰青少年赌博和教师意识的研究很少,本研究旨在填补这一空白。方法:88名爱尔兰教师回答有关青少年赌博意识和态度的问题。教师们被问及与其他青少年问题相比,他们对赌博严重性的看法,他们对解决赌博问题的信心,以及与学生谈论赌博的频率。结果:逻辑回归和科克伦q关联检验结果表明,爱尔兰教师可能认为青少年赌博是一个严重程度明显低于其他青少年高风险行为的问题。与其他高风险行为相比,教师不太可能频繁地与学生谈论赌博,与讨论青少年酒精问题相比,教师对自己解决学生赌博问题的能力明显缺乏信心,并且认为赌博行为的问题比其他风险行为要少。大多数教师报告说,他们的学校要么没有,要么不知道校内有任何形式的预防赌博方案。结论:爱尔兰教师表现出适度的青少年赌博意识,在识别年轻群体中的问题赌博方面比英国同行具有更高的准确性。然而,低信心、有限的培训和稀缺的预防规划突出了在解决这一问题方面的差距。与外部组织的合作和课程的改进对于促进预防和支持学生的福祉至关重要。
{"title":"Teacher Attitudes Towards and Awareness of Adolescent Gambling Behaviour in the Republic of Ireland.","authors":"Raegan Murphy, Sam Downes, Michael Murphy, Jeffrey Derevensky, Belle Gavriel-Fried, Steve Sharman, Amanda Roberts","doi":"10.1007/s10899-025-10434-7","DOIUrl":"10.1007/s10899-025-10434-7","url":null,"abstract":"<p><strong>Introduction: </strong>The prevalence of Irish adolescent gambling is increasing with one quarter of 15-18-year-olds gambling at least once a year. There is little research on Irish adolescent gambling and teacher awareness thereof and this study aimed to fill this gap.</p><p><strong>Methods: </strong>Eighty-eight teachers in Ireland answered questions regarding their awareness and attitudes about adolescent gambling. Teachers were asked about their perception of the severity of gambling compared to other adolescent issues, their confidence in addressing gambling and the frequency of conversations about gambling with students.</p><p><strong>Results: </strong>Logistic regression and Cochran's-Q test of association results show that Irish teachers were likely to view adolescent gambling as significantly less serious of an issue compared to other adolescent high-risk behaviors. Teachers were significantly less likely to converse frequently with students about gambling in comparison to other high-risk behaviors, were significantly less confident in their abilities to address student gambling problems when compared to discussing adolescent alcohol problems, and perceived gambling behavior as less problematic than other risky behaviors. Most teachers reported that their school either did not have, or they did not know of, any form of gambling prevention programme within the school.</p><p><strong>Conclusions: </strong>Irish teachers show moderate awareness of adolescent gambling, with higher accuracy than UK counterparts in identifying problem gambling among younger cohorts. However, low confidence, limited training, and scarce prevention programmes highlight gaps in addressing this issue. Collaboration with external organisations and curriculum enhancements are essential to foster prevention and support student well-being.</p>","PeriodicalId":48155,"journal":{"name":"Journal of Gambling Studies","volume":" ","pages":"279-304"},"PeriodicalIF":2.2,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145483501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gambling Disorder and Romantic Relationships: The role of positive communication and emotional dysregulation in couple satisfaction. 赌博障碍与恋爱关系:积极沟通与情绪失调在夫妻满意度中的作用。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2025-06-30 DOI: 10.1007/s10899-025-10410-1
Laura Macía, Irati Saratxaga, Alexander Álvarez-González, Ioseba Iraurgui, Ana Estévez

Although gambling disorder (GD) may affect romantic relationships, and these may influence its prevention and intervention, there is a gap about this issue in the literature. People with GD present greater emotional dysregulation, and lack of communication and couple satisfaction is observed in their romantic relationships. Therefore, the objectives of the present study were, first, to explore the differences between couple satisfaction, positive communication and emotional dysregulation in individuals with GD and their partners. Second, to analyse the relationships between the variables in GD patients, their partners, and betwen the couple members. Third, to study the predictive role of positive communication and emotional dysregulation in couple satisfaction. The sample comprised 30 people: 15 male individuals with gambling disorder and their respective female partners. Results showed that the partners scored lower in couple satisfaction. Likewise, positive correlations were found between communication and satisfaction, but only the partners' emotional dysregulation significantly correlated with the aforementioned variables. Finally, only positive communication predicted couple satisfaction. Consequently, it is argued that communication and emotion-regulation skills in romantic relationships could influence the development, maintenance, and rehabilitation of GD. Providing comprehensive care that enhances romantic relationships could be beneficial because both individuals can reciprocally influence each other's mental health.

虽然赌博障碍(GD)可能会影响浪漫关系,而这些可能会影响其预防和干预,但在文献中对这一问题存在空白。GD患者表现出更大的情绪失调,在他们的恋爱关系中缺乏沟通和夫妻满意度。因此,本研究的目的是,首先,探讨焦虑个体及其伴侣在夫妻满意度、积极沟通和情绪失调方面的差异。其次,分析GD患者、伴侣和夫妻成员之间变量之间的关系。第三,研究积极沟通与情绪失调对夫妻满意度的预测作用。样本由30人组成:15名有赌博障碍的男性和他们各自的女性伴侣。结果显示,夫妻满意度得分较低。同样,沟通与满意度之间也存在正相关,但只有伴侣的情绪失调与上述变量显著相关。最后,只有积极的沟通才能预测夫妻满意度。因此,我们认为恋爱关系中的沟通和情绪调节技能可能影响焦虑的发展、维持和康复。提供全面的护理,加强浪漫的关系可能是有益的,因为双方都可以相互影响对方的心理健康。
{"title":"Gambling Disorder and Romantic Relationships: The role of positive communication and emotional dysregulation in couple satisfaction.","authors":"Laura Macía, Irati Saratxaga, Alexander Álvarez-González, Ioseba Iraurgui, Ana Estévez","doi":"10.1007/s10899-025-10410-1","DOIUrl":"10.1007/s10899-025-10410-1","url":null,"abstract":"<p><p>Although gambling disorder (GD) may affect romantic relationships, and these may influence its prevention and intervention, there is a gap about this issue in the literature. People with GD present greater emotional dysregulation, and lack of communication and couple satisfaction is observed in their romantic relationships. Therefore, the objectives of the present study were, first, to explore the differences between couple satisfaction, positive communication and emotional dysregulation in individuals with GD and their partners. Second, to analyse the relationships between the variables in GD patients, their partners, and betwen the couple members. Third, to study the predictive role of positive communication and emotional dysregulation in couple satisfaction. The sample comprised 30 people: 15 male individuals with gambling disorder and their respective female partners. Results showed that the partners scored lower in couple satisfaction. Likewise, positive correlations were found between communication and satisfaction, but only the partners' emotional dysregulation significantly correlated with the aforementioned variables. Finally, only positive communication predicted couple satisfaction. Consequently, it is argued that communication and emotion-regulation skills in romantic relationships could influence the development, maintenance, and rehabilitation of GD. Providing comprehensive care that enhances romantic relationships could be beneficial because both individuals can reciprocally influence each other's mental health.</p>","PeriodicalId":48155,"journal":{"name":"Journal of Gambling Studies","volume":" ","pages":"77-94"},"PeriodicalIF":2.2,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144530462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Playing Sports, Placing Sports Bets? Sports Club Membership, Gambling Norms and Sports Gambling Behavior among Flemish Youth. 玩体育,下注?佛兰德青年体育俱乐部会籍、赌博规范与体育赌博行为。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2025-09-29 DOI: 10.1007/s10899-025-10428-5
Aaleks Kasemi, Eva Grosemans, Reyna Amanda, Bieke Zaman, Rozane De Cock

In recent years, gambling has become increasingly embedded in sports culture, a phenomenon known as "gamblification", raising concerns about youth exposure to sports betting. This study explores the role of descriptive norms (perceived peer gambling behavior) and injunctive norms (perceived peer approval) within Flemish sports clubs, assessing their impact on youths' (18-25 year old) online sports betting frequency. Using a quantitative cross-sectional survey (N = 1,290), results indicated that sports club membership is significantly positively correlated with online sports betting frequency, a relation mediated specifically by descriptive norms. However, injunctive norms did not mediate this relationship. The results of this study suggest a need for targeted prevention strategies within sports clubs.

近年来,赌博越来越多地融入体育文化,这种现象被称为“赌博化”,引发了人们对青少年接触体育博彩的担忧。本研究探讨描述性规范(感知同伴赌博行为)和禁令性规范(感知同伴认可)在佛兰德体育俱乐部中的作用,评估它们对青少年(18-25岁)在线体育博彩频率的影响。采用定量横断面调查(N = 1,290),结果表明体育俱乐部会员与在线体育博彩频率显著正相关,这种关系具体由描述性规范介导。然而,禁令规范并没有调解这种关系。本研究的结果表明,体育俱乐部需要有针对性的预防策略。
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引用次数: 0
The Prototype Willingness Model of Sports Betting: A Yearlong Within-Person Study of Young Adults. 体育博彩的原型意愿模型:一项为期一年的青年个体研究。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2026-02-13 DOI: 10.1007/s10899-026-10477-4
Joseph Lambuth, Dana M Litt, Melissa A Lewis, Ty W Lostutter, Scott Graupensperger

Burgeoning evidence of sports betting harms among young adults highlights the need to refine our understanding of psychosocial processes driving sports betting behavior. This study longitudinally examined sports betting patterns over time within the Prototype Willingness Model (PWM), a dual-process behavioral model comprised of both a reasoned and socially reactive component. Participants included 210 18-29 year olds (77.1% male; mean age 24.5) who reported placing at least two sports bets in the past month (at screening). Participants reported past two-week sports betting frequency (i.e., number of sports bets placed) and PWM cognitions (i.e., attitudes, normative perceptions, perceived vulnerability, prototype similarity, intentions, willingness) on 26 biweekly surveys covering a year-long study period. Findings generally support the PWM's application to sports betting at the within-person level for the reasoned and social reaction pathways. When attitudes and perceived friend approval of sports betting were higher than usual, participants reported greater intentions to sports bet. When prototype similarity and perceived friend engagement in sports betting were higher than usual, participants reported greater willingness to sports bet. Subsequently, intentions and willingness predicted sports betting frequency, reflecting mediation processes. This study provides foundational evidence for the development of adaptive prevention and intervention strategies - grounded in the PWM framework - to address the cognitive processes that facilitate risky sports betting behavior.

越来越多的证据表明,体育博彩对年轻人有害,这凸显了我们需要改进对推动体育博彩行为的心理社会过程的理解。本研究在原型意愿模型(PWM)中纵向考察了体育博彩模式随时间的变化,这是一个由理性和社会反应成分组成的双过程行为模型。参与者包括210名18-29岁的年轻人(77.1%为男性,平均年龄24.5岁),他们在过去一个月(筛查时)至少下过两次体育博彩。参与者报告了过去两周的体育博彩频率(即体育投注的数量)和PWM认知(即态度,规范感知,感知脆弱性,原型相似性,意图,意愿)在26个两周的调查中,为期一年的研究期。研究结果普遍支持PWM在个人层面上对体育博彩的理性和社会反应途径的应用。当对体育博彩的态度和感知到的朋友认可比平时更高时,参与者报告了更大的体育博彩意图。当体育博彩中的原型相似性和感知到的朋友参与比平时更高时,参与者报告了更大的体育博彩意愿。随后,意向和意愿预测体育博彩频率,反映中介过程。本研究为基于PWM框架的适应性预防和干预策略的发展提供了基础证据,以解决促进高风险体育博彩行为的认知过程。
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引用次数: 0
A Prospective Study of Mental Health in Relation to Online Gambling One-year Later in a Large Cohort of Adolescents in Canada. 加拿大一大群青少年一年后在线赌博相关心理健康的前瞻性研究。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2025-10-31 DOI: 10.1007/s10899-025-10447-2
Mackenzie L Pilkington, Mahmood R Gohari, Adam G Cole, Mark A Ferro, Tara Elton-Marshall, Rachel Laxer, Scott T Leatherdale, Karen A Patte

Purpose: Concerns have increased about online gambling among adolescents. Poor mental health may place adolescents at increased risk of engagement in online gambling, however, longitudinal evidence is limited. The purpose of this study was to examine how mental health relates to engagement in online gambling one-year later in a large cohort of adolescents.

Methods: We used 2-year prospective survey data from 26,818 students in Grades 9 to 11 (secondary III-IV in Quebec) attending 121 secondary schools in four Canadian provinces (Alberta, British Columbia, Ontario, and Quebec) who participated in the COMPASS study during the 2017/18, 2018/19, and/or 2019/20 school years. Generalized linear mixed models were used to examine the likelihood of online gambling one-year later by baseline mental health outcomes (depressive symptoms, anxiety symptoms, psychosocial well-being, emotional dysregulation), controlling for student sex, grade, race, weekly spending money, and baseline online gambling.

Results: Online gambling in the past 30-days was reported by 2.1%, 2.3%, and 2.5% of students in study years 2017/18, 2018/19, and 2019/20, respectively. In the combined model, students reporting high depressive symptoms were significantly more likely to report online gambling one-year later (OR = 1.58, 95%CI = 1.19, 2.09) relative to those reporting low symptoms, controlling for baseline online gambling, the other mental health measures, and sociodemographic characteristics.

Conclusion: This study provides prospective evidence that high depressive symptoms may place adolescents at an elevated risk of future engagement in online gambling. It may be worthwhile targeting students with high depressive symptoms in preventative efforts.

目的:青少年对网络赌博的关注有所增加。精神健康状况不佳可能使青少年参与在线赌博的风险增加,然而,纵向证据有限。这项研究的目的是研究一年后大量青少年的心理健康与参与在线赌博的关系。方法:我们对2017/18、2018/19和/或2019/20学年参加COMPASS研究的加拿大四个省(阿尔伯塔省、不列颠哥伦比亚省、安大略省和魁北克省)121所中学的26,818名9至11年级(魁北克中学三至四年级)学生进行了为期2年的前瞻性调查数据。使用广义线性混合模型通过基线心理健康结果(抑郁症状、焦虑症状、社会心理健康、情绪失调)检验一年后在线赌博的可能性,控制学生的性别、年级、种族、每周消费金额和基线在线赌博。结果:在2017/18、2018/19和2019/20学习年度,过去30天内在线赌博的学生分别为2.1%、2.3%和2.5%。在联合模型中,与报告低症状的学生相比,报告高抑郁症状的学生在一年后报告在线赌博的可能性显著增加(OR = 1.58, 95%CI = 1.19, 2.09),控制了基线在线赌博、其他心理健康测量和社会人口统计学特征。结论:本研究提供了前瞻性证据,表明高抑郁症状可能会增加青少年未来参与在线赌博的风险。针对有高度抑郁症状的学生进行预防工作可能是值得的。
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引用次数: 0
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Journal of Gambling Studies
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