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Identifying Key Correlates of Problem Sports Betting in Young Adults: A Machine Learning Approach. 识别年轻人问题体育博彩的关键相关性:一种机器学习方法。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1007/s10899-026-10478-3
Brian H Calhoun, Scott Graupensperger
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引用次数: 0
Helping Others Promote Engagement in Gambling Support (HOPE-Gam): a Feasibility Randomised Controlled Trial. 帮助他人促进赌博支持(HOPE-Gam):一项可行性随机对照试验。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1007/s10899-025-10468-x
Ben J Riley, Malcolm W Battersby, Michael F Baigent, David Smith
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引用次数: 0
Parental Influence on Adolescent Gambling: the Role of Communication, Rules, and Social Support. 父母对青少年赌博的影响:沟通、规则和社会支持的作用。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-04 DOI: 10.1007/s10899-025-10471-2
Karin Boson, Mitchell Andersson, Sevtap Gurdal, Emma Claesdotter-Knutsson, Sabina Kapetanovic
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引用次数: 0
Perceptions of Sports Betting and Promotions in the U.S.: Evidence from a Mixed-Methods Sentiment Analysis of YouTube Comments. 对美国体育博彩和促销的看法:来自YouTube评论的混合方法情感分析的证据。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-19 DOI: 10.1007/s10899-025-10467-y
Kwangmi Kim, Kyungeun Park, Kyongil Yoon, Yanggon Kim

This study examines public attitudes toward sports betting and promotions in the United States by analyzing YouTube comments. Using keyword searches, 210 videos were identified, yielding 2,369 comments for analysis. A hybrid approach combining automated BERT sentiment analysis with human-coded content analysis was employed to determine overall sentiment and to identify key themes, endorsers, and sportsbook brands. Results revealed a predominance of negative and neutral sentiments, with positive sentiments least frequent. BERT detected more negative sentiments than the human-coded analysis, which indicated a more balanced distribution. Content analysis showed that positive responses were often directed at entertainment features such as humor, music, and celebrities, whereas negative responses focused on celebrity endorsements, excessive advertising exposure, and frustrations with sportsbook brands' customer services. Prominent celebrities, including Charles Barkley and Paige Spiranac, received relatively favorable comments, while Wayne Gretzky and Jamie Foxx were criticized. Larger sportsbook brands such as BetMGM, DraftKings, and FanDuel were mentioned most often but attracted more negative feedback compared with smaller brands. These findings underscore the need for advertisers to balance entertainment with responsibility, for sports betting operators to improve transparency and user experience, and for regulators to establish clearer guidelines on advertising practices. Future research should consider longitudinal approaches and extend analysis to additional social media platforms to capture evolving public attitudes toward sports betting.

这项研究通过分析YouTube上的评论来调查美国公众对体育博彩和促销的态度。通过关键词搜索,识别出210个视频,产生2369条评论供分析。采用一种将自动BERT情感分析与人工编码内容分析相结合的混合方法来确定整体情绪,并确定关键主题、代言人和体育博彩品牌。结果显示,消极和中性情绪占主导地位,积极情绪最少。BERT比人工编码的分析发现了更多的负面情绪,这表明了更平衡的分布。内容分析显示,积极的反应通常是针对幽默、音乐和名人等娱乐特征,而消极的反应则集中在名人代言、过度的广告曝光和对体育博彩品牌客户服务的不满上。包括查尔斯·巴克利和佩吉·斯皮拉纳克在内的著名明星得到了相对有利的评价,而韦恩·格雷茨基和杰米·福克斯则受到了批评。BetMGM、DraftKings和FanDuel等大型体育博彩品牌被提及最多,但与小品牌相比,它们获得的负面反馈更多。这些发现强调,广告商需要平衡娱乐与责任,体育博彩运营商需要提高透明度和用户体验,监管机构需要制定更明确的广告实践指导方针。未来的研究应该考虑纵向方法,并将分析扩展到其他社交媒体平台,以捕捉公众对体育博彩不断变化的态度。
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引用次数: 0
Physiological Evidence Supporting the Emotional Motivation Account of the Ending Effect: Pupil Diameters Increase Toward the End. 支持结束效应的情绪动机解释的生理证据:瞳孔直径在结束时增大。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-12 DOI: 10.1007/s10899-025-10473-0
Zhushi Fu, Xiaotong Ding, Yutao Lu, Cai Xing

The phenomenon of increased risk-taking in the last round of a set of risky decision-making tasks is called the ending effect. Recent empirical studies proposed an emotional motivation account to explain the ending effect. That is, the pursuit of an emotionally satisfying ending leads to the increase of risk-taking. However, previous studies have mostly examined the ending effect at the behavioral level, there is yet no physiological evidence to examine the emotional motivation account. To fill in this gap of knowledge, the current study examined the emotional motivation account at the physiological level by recording pupil diameters, which reflect the activation of emotional motivation. Participants were randomly assigned to complete eight rounds or ten rounds of risk decision tasks while having their eyes tracked. The results showed a significant interaction between round and group on pupil diameter. Specifically, there was no significant difference between the first six rounds and the 8th round in the experimental group. For the control group, the pupil diameter of the first six rounds was significantly larger than the 8th round. Perceived ending may have sustained emotional arousal. This finding provides qualified physiological support for the emotional motivation account of the ending effect.

在一系列高风险决策任务的最后一轮中,风险增加的现象被称为结束效应。最近的实证研究提出了一种情绪动机解释结局效应。也就是说,追求情感上满意的结局会导致冒险的增加。然而,以往的研究大多是在行为层面上考察结束效应,尚未有生理学证据来检验情绪动机的解释。为了填补这一知识空白,本研究通过记录反映情绪动机激活的瞳孔直径,从生理层面考察了情绪动机的解释。参与者被随机分配完成8轮或10轮风险决策任务,同时跟踪他们的眼睛。结果表明,圆组和组对瞳孔直径有显著的交互作用。具体而言,实验组前6轮与第8轮无显著差异。对照组前6轮瞳孔直径明显大于第8轮。感知到的结局可能有持续的情绪唤醒。这一发现为结局效应的情感动机解释提供了合格的生理支持。
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引用次数: 0
Financial Literacy, Locus of Control, and Gambling Behavior in Australia. 金融知识、控制点与澳大利亚的赌博行为。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-12 DOI: 10.1007/s10899-025-10469-w
Lai Hoang, Duc Hong Vo

This study examines whether financial literacy is associated with reduced gambling risk using a large representative sample of the Australian population in the Household, Income and Labor Dynamics in Australia (HILDA) survey. We analyzed four waves of biennial data from 2016 to 2022 that contain financial literacy and gambling modules, covering 13,358 respondents aged 15 and above, corresponding to 21,140 person-year observations. We found that higher financial literacy was associated with lower gambling risk measured by the Problem Gambling Severity Index (PGSI). Instrumental variable regressions were used to address endogeneity and to strengthen the case for a causal relationship. However, financial literacy was not related to the gambling expenditure and the number of gambling activities respondents participated in. Mediation analysis suggested that locus of control might serve as a channel through which financial literacy mitigates the adverse consequences of gambling. The findings implied that financial knowledge may help reducing gambling-related harm, potentially via perceived control, even if it does not reduce participation or spending.

本研究在澳大利亚家庭、收入和劳动力动态(HILDA)调查中使用大量代表性的澳大利亚人口样本来检验金融知识是否与赌博风险降低有关。我们分析了2016年至2022年包含金融知识和赌博模块的四波两年一次的数据,涵盖了13358名15岁及以上的受访者,相当于21140人的年观察。我们发现,较高的金融知识与较低的赌博风险有关,赌博问题严重指数(PGSI)衡量。使用工具变量回归来解决内生性问题,并加强因果关系的情况。然而,金融素养与赌博支出和参与赌博活动的次数无关。中介分析表明,控制点可能是金融知识减轻赌博不良后果的一个渠道。研究结果表明,金融知识可能有助于减少与赌博相关的伤害,潜在地通过感知控制,即使它不会减少参与或消费。
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引用次数: 0
A Structural Equation Modeling Investigation of the Effects of Stressful Life Events, Difficulties in Emotion Regulation, and Coping Motives on Problem Gambling among Lottery Gamblers in Mainland China. 生活压力事件、情绪调节困难和应对动机对中国大陆彩民问题赌博影响的结构方程模型研究。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-27 DOI: 10.1007/s10899-025-10466-z
Zongshuai Zhang

The predictive effect of stressful life events on problem gambling has been a hot topic in the field of addiction research. However, few studies have explored the underlying mechanisms. This study verifies the complete prediction process from stressful life events to problem gambling in the form of a quantitative study based on the structural equation modeling of gambling in Mainland China. Specifically, this study aims to explore the serial mediating effect of difficulties in emotion regulation and coping motives in the relationship between stressful life events and problem gambling. The participants in this study were 455 lottery gamblers from a province in Mainland China (Mage = 35.356, SD = 9.678, 32.967% female). They completed four assessments: the Problem Gambling Severity Index, the Holmes-Rahe Stress Inventory, the Brief Version of the Difficulties in Emotion Regulation Scale, and the coping motives dimension of the Gambling Motives Questionnaire. The results showed that stressful life events had a significant positive predictive effect on problem gambling. Additionally, difficulties in emotion regulation positively predicted coping motives and mediated the relationship between stressful life events and problem gambling. Furthermore, difficulties in emotion regulation and coping motives played a serial mediating role in this relationship. However, coping motives alone did not significantly mediate the relationship between stressful life events and problem gambling. The contribution of this study is to elucidate the complete process by which stressful life events predict problem gambling, providing new insights and intervention strategies for the prevention of problem gambling in problem gamblers, including relieving stress through mindfulness, improving emotion regulation, and establishing correct gambling motivation. At the same time, it also fills the gap in the international gambling research that Chinese mainland samples are scarce.

应激性生活事件对问题赌博的预测作用一直是成瘾研究领域的热点问题。然而,很少有研究探索其潜在机制。本研究以中国大陆地区赌博的结构方程模型为基础,以定量研究的形式验证了从压力生活事件到问题赌博的完整预测过程。具体而言,本研究旨在探讨情绪调节困难和应对动机在压力生活事件与问题赌博关系中的串行中介作用。本研究的研究对象为来自中国大陆某省的455名彩票赌徒(Mage = 35.356, SD = 9.678, 32.967%为女性)。他们完成了四项评估:问题赌博严重程度指数、霍尔姆斯-拉赫压力量表、情绪调节困难简易量表和赌博动机问卷应对动机维度。结果表明,压力生活事件对问题赌博有显著的正向预测作用。此外,情绪调节困难正向预测应对动机,并介导应激生活事件与问题赌博的关系。此外,情绪调节困难和应对动机在这一关系中起着串行中介作用。然而,单独的应对动机并不能显著调节压力生活事件与问题赌博之间的关系。本研究的贡献在于阐明压力生活事件预测问题赌博的完整过程,为问题赌徒预防问题赌博提供新的见解和干预策略,包括通过正念缓解压力、改善情绪调节、建立正确的赌博动机。同时,也填补了中国大陆样本稀缺的国际博彩研究空白。
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引用次数: 0
Problem Gambling Transmission. An Eight-wave Longitudinal Study on Problem Gambling Among Affected Others. 问题赌博传播。受影响人群中问题赌博的八波纵向研究。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-22 DOI: 10.1007/s10899-025-10465-0
Emmi Kauppila, Sari Hautamäki, Iina Savolainen, Sari Castrén, Richard Velleman, Atte Oksanen

There is growing recognition that those close to someone with problem gambling experience stress and strain. Research suggests they may also be at risk of developing gambling problems themselves, but this remains an underexplored area. The present study examined how exposure to problem gambling within family or friend networks relates to affected others' own gambling, and whether strong social connections reduce this risk. Using an eight-wave longitudinal dataset (N = 1530) with hybrid multilevel regression modeling, we analyzed within-person and between-person effects of exposure to a family member's or friend's problem gambling on affected others' own gambling. We further examined the protective role of social connectedness to family and friends. Gambling problems were assessed with the Problem Gambling Severity Index (PGSI) and social relationships with the Social and Emotional Loneliness Scale for Adults (SELSA). Results indicated that individuals were more likely to develop problem gambling when they reported that a family member or a friend had gambling problems. Strong family relationships buffered against this risk, whereas friendships did not provide the same protection. These findings suggest that social relationships play an important role in shaping problem gambling among affected others and highlight the need to consider family and peer contexts in prevention and intervention strategies.

越来越多的人认识到,那些与有赌博问题的人亲近的人会感到压力和紧张。研究表明,他们自己也可能有赌博问题的风险,但这仍然是一个未被充分探索的领域。本研究调查了在家庭或朋友网络中接触问题赌博是如何影响他人自己的赌博的,以及强大的社会关系是否会降低这种风险。使用八波纵向数据集(N = 1530)和混合多水平回归模型,我们分析了接触家庭成员或朋友的问题赌博对受影响的其他人自己的赌博的人与人之间和人与人之间的影响。我们进一步研究了与家人和朋友的社会联系的保护作用。采用问题赌博严重程度指数(PGSI)和社会关系量表(SELSA)对赌博问题进行评估。结果表明,当个人报告家庭成员或朋友有赌博问题时,他们更有可能出现问题赌博。牢固的家庭关系缓冲了这种风险,而友谊却不能提供同样的保护。这些发现表明,社会关系在影响他人形成问题赌博方面起着重要作用,并强调在预防和干预策略中考虑家庭和同伴背景的必要性。
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引用次数: 0
Reasons for Gambling Amongst Men in Matasia Location, Ngong Sub-County Kajiado County, Kenya. 肯尼亚昂贡副县马塔西亚地区男性赌博的原因
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-10 DOI: 10.1007/s10899-025-10464-1
Susan Thami Njau, Maria Ntaragwe

Gambling has become a significant social issue in Kenya, particularly among men in peri-urban areas, driven by economic hardships and the proliferation of digital betting platforms. This study aims to explore the reasons for gambling among men in Matasia Location, Ngong Sub-County, Kajiado County, a semi-arid region with notable socio-economic challenges. A descriptive mixed-methods approach was used, surveying 150 men aged 18-65 identified at gambling hotspots (betting shops, bars, and eateries), with 145 completing questionnaires (96.7% response rate). Data were collected in July 2025 and analysed using SPSS 25 for descriptive statistics and chi-square tests, complemented by thematic analysis of interviews. Key motivations, frequency, types, and spending habits of gambling were assessed to identify driving factors. The primary reason for gambling was the desire for wealth, as participants indicated 48.3% were motivated by this factor, followed by financial pressures, with survey data revealing 25.5% cited this reason. Daily gambling was reported, with individuals reporting 54.5% engaged in it regularly, and 57.2% spent KES 1,000-5,000 monthly. Sports betting and casino games were the most common types, with interviewees noted 58.6% preferred sports betting and 51.7% chose casino games. The Key Informant Interview (Member of County Assembly) for Matasia Location, highlighted idleness and unemployment as key drivers. Economic desperation and digital accessibility fuel gambling in Matasia, and interventions such as vocational training, financial literacy programs, and policy restrictions on online platforms are recommended, aligning with Kenya's National Substance Abuse Prevention Strategy (2021) and Sustainable Development Goal 3.

在经济困难和数字博彩平台激增的推动下,赌博已成为肯尼亚一个重要的社会问题,尤其是在城郊地区的男性中。本研究旨在探讨地处半干旱区、社会经济挑战显著的平平县昂宫副县马塔西亚地区男性赌博的原因。采用描述性混合方法,调查了在赌博热点(投注店、酒吧和餐馆)确定的150名18-65岁男性,其中145人完成了问卷调查(回复率为96.7%)。数据收集于2025年7月,使用SPSS 25进行描述性统计和卡方检验,并辅以专题访谈分析。主要动机,频率,类型和赌博消费习惯进行评估,以确定驱动因素。受访者表示,赌博的主要原因是对财富的渴望,48.3%的受访者表示受此因素驱动,其次是经济压力,调查数据显示,25.5%的受访者表示这是原因。每天都有赌博的报告,其中54.5%的人经常赌博,57.2%的人每月花费1000 - 5000英镑。体育博彩和赌场游戏是最常见的类型,受访者表示58.6%的人喜欢体育博彩,51.7%的人选择赌场游戏。马塔西亚地区的关键信息提供者访谈(县议会成员)强调了懒惰和失业是主要驱动因素。经济绝望和数字无障碍助长了马塔西亚的赌博,建议采取职业培训、金融扫盲计划和对在线平台的政策限制等干预措施,与肯尼亚的国家药物滥用预防战略(2021年)和可持续发展目标3保持一致。
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引用次数: 0
Public Perceptions of Gambling in the UK Armed Forces: Understanding Stigma Via a Vignette Experiment. 公众对英国军队赌博的看法:通过一个小插曲实验来理解耻辱。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-09 DOI: 10.1007/s10899-025-10463-2
Jessica Smith, Simon Dymond, Jamie Torrance

Gambling-related harm among armed forces (AF) personnel is a growing concern, yet public perceptions remain underexplored. Anticipated public stigma (the fear of how others perceive you) of gambling among the AF is a potential barrier to help-seeking. Understanding how the public perceives gambling in the AF is essential for shaping stigma-reduction strategies. A randomised, online 2 × 2 between-subjects experiment was conducted. A representative sample of the United Kingdom public (N = 396) was recruited through Prolific and randomly assigned to view a vignette featuring either an AF member or non-AF civilian who was described as engaging in either harmful or non-harmful gambling. Following exposure to their assigned vignette, participants completed measures assessing stigma and empathy towards the depicted individual. Participants perceived individuals from the AF as significantly more dangerous (p = .002) compared to non-AF civilians. When the vignette depicted gambling-related harm, as opposed to recreational gambling, participants reported significantly higher stigma across seven of the ten stigma measures (all p < .001). This study highlights how public stigma towards gambling harm is strong and can be shaped by military status, with AF personnel facing increased perceptions of dangerousness. Findings underscore the need for public stigma-reduction strategies that address both gambling-related and military-specific misconceptions.

在武装部队(AF)人员中,与赌博有关的危害日益受到关注,但公众的看法仍未得到充分探讨。预期的公众耻辱感(害怕别人如何看待你)在AF中是寻求帮助的潜在障碍。了解公众如何看待AF中的赌博对于制定减少耻辱感的策略至关重要。进行随机在线2 × 2受试者间实验。通过多产招募了英国公众的代表性样本(N = 396),并随机分配观看一个小插图,其中有一个AF成员或非AF平民,他们被描述为从事有害或无害的赌博。在接触到他们指定的小插图后,参与者完成了对所描绘的个体的污名和同理心的评估。与非AF平民相比,参与者认为AF的人明显更危险(p = 0.002)。当小插图描述了与赌博相关的伤害,而不是娱乐赌博,参与者在10项耻辱措施中的7项中都报告了明显更高的耻辱
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引用次数: 0
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Journal of Gambling Studies
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