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The Interplay between Gambling Activity Groups, Problem Gambling Symptoms, and Mental Wellbeing from a Public Health Perspective. 从公共卫生角度看赌博活动群体、问题赌博症状和心理健康之间的相互作用。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-01 DOI: 10.1007/s10899-025-10461-4
Kristal Yeung, Michelle Gatton, Darren Wraith

The existing literature predominantly focuses on clinical conditions related to gambling, with evidence suggesting the co-occurrence of gambling disorders, major depressive disorders, and personality disorders. This study aimed to broaden our understanding beyond clinical conditions by investigating the impact of different gambling activity groups on mental wellbeing. These activity groups were identified using latent class analysis, which enabled a person-centered approach to examine the types and the number of gambling activities as well as expenditure levels, as a single latent variable. Based on the Household, Income and Labour Dynamics in Australia (HILDA) Survey, our findings suggested that gambling activity groups were associated with reduced mental wellbeing through problem gambling symptoms. Among respondents with the same levels of problem gambling symptoms and age, men who engaged in multiple gambling activities with high spending tended to have better mental wellbeing than those primarily gambling on lotteries. In contrast, women's mental wellbeing did not differ across gambling activity groups. This study clarifies the roles of problem gambling symptoms and gambling activity groups in reduced mental wellbeing. Gambling activity groups featuring multiple activities, high spending, and electronic gaming machines (EGMs) were related to problem gambling symptoms. This study shifts the focus from examining how gambling influences specific mental health conditions or symptoms to exploring its impact on overall mental wellbeing. The empirical evidence supports the expansion of targeted, evidence-based strategies beyond treatments to preventive measures that promote mental wellbeing.

现有文献主要关注与赌博相关的临床状况,有证据表明赌博障碍、重度抑郁症和人格障碍共同发生。这项研究旨在通过调查不同赌博活动群体对心理健康的影响,拓宽我们对临床条件的理解。这些活动组是使用潜在类别分析确定的,这使得以人为中心的方法能够检查赌博活动的类型和数量以及支出水平,作为一个单一的潜在变量。根据澳大利亚家庭,收入和劳动力动态(HILDA)调查,我们的研究结果表明,赌博活动群体通过问题赌博症状与心理健康下降有关。在具有相同程度的问题赌博症状和年龄的受访者中,参与多次高支出赌博活动的男性往往比主要赌博彩票的男性有更好的心理健康。相比之下,女性的心理健康在参与赌博活动的小组中没有差异。本研究阐明了问题赌博症状和赌博活动群体在心理健康下降中的作用。多活动、高消费和电子游戏机的赌博活动组与问题赌博症状有关。这项研究将重点从检查赌博如何影响特定的心理健康状况或症状转移到探索其对整体心理健康的影响。经验证据支持将有针对性的、以证据为基础的战略从治疗扩展到促进精神健康的预防措施。
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引用次数: 0
Betting on the Future: A Systematic Review of Modern Gambling Interventions for College Students. 赌未来:对大学生现代赌博干预的系统回顾。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-09-23 DOI: 10.1007/s10899-025-10421-y
Sidath Kapukotuwa, Ana González-Alvarez, Shane W Kraus, Manoj Sharma

Gambling among college students is a growing public health concern, with approximately 10.2% experiencing problem gambling and 6.1% meeting criteria for gambling disorder. These rates are significantly higher than those in the general adult population. The transitional nature of college life, combined with increased independence, peer influence, and the widespread availability of online gambling platforms, places students at heightened risk. The purpose of this study was to conduct a systematic review of randomized controlled trials (RCTs) aimed at reducing gambling behaviors among college students. This systematic review evaluated RCTs published over the past 25 years targeting gambling behaviors among college students. Following PRISMA guidelines, a comprehensive search was conducted across four databases to assess the effectiveness of psychotherapeutic, psychoeducational, and personalized feedback interventions. A total of 14 studies met the inclusion criteria. Interventions based on cognitive-behavioral therapy (CBT) and motivational interviewing (MI) consistently reduced gambling frequency and harm. Personalized normative feedback (PNF) interventions significantly lowered perceived gambling norms and self-reported behaviors. Technology-driven strategies, including smartphone-based interventions and pop-up messages prompting time limits, improved accessibility and reduced gambling duration. Group-based CBT interventions demonstrated particular effectiveness through peer accountability and skill-building. However, gaps remain in addressing online gambling behaviors, cultural adaptability, and co-occurring mental health conditions. Evidence supports the efficacy of CBT, MI, and PNF-based interventions in reducing gambling among college students. Digital and group-based approaches show promise for scalability. Future public health interventions should address the unique risks of online gambling and integrate mental health support. OSF Registration DOI: https://doi.org/10.17605/OSF.IO/D97QX .

在大学生中,赌博是一个日益严重的公共健康问题,大约10.2%的人有赌博问题,6.1%的人符合赌博障碍的标准。这些比率明显高于一般成年人的比率。大学生活的过渡性质,再加上独立性的增强、同伴的影响以及在线赌博平台的广泛存在,使学生面临更高的风险。本研究的目的是对旨在减少大学生赌博行为的随机对照试验(RCTs)进行系统回顾。本系统综述评估了过去25年来发表的针对大学生赌博行为的随机对照试验。遵循PRISMA指南,在四个数据库中进行了全面的搜索,以评估心理治疗、心理教育和个性化反馈干预的有效性。共有14项研究符合纳入标准。基于认知行为疗法(CBT)和动机性访谈(MI)的干预持续降低赌博频率和伤害。个性化规范反馈(PNF)干预显著降低感知赌博规范和自我报告行为。技术驱动的策略,包括基于智能手机的干预和提示时间限制的弹出式消息,提高了可访问性,缩短了赌博时间。基于群体的CBT干预通过同伴问责和技能培养显示出特别的有效性。然而,在解决在线赌博行为、文化适应性和共同发生的精神健康状况方面,差距仍然存在。证据支持CBT、MI和基于pnf的干预在减少大学生赌博方面的有效性。数字和基于组的方法显示了可扩展性的前景。未来的公共卫生干预措施应解决在线赌博的独特风险,并整合心理健康支持。OSF注册DOI: https://doi.org/10.17605/OSF.IO/D97QX。
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引用次数: 0
Between the Lines: Legal Consciousness and Consumer Perceptions of Online Sports Betting. 字里行间:法律意识和消费者对在线体育博彩的看法。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-05-26 DOI: 10.1007/s10899-025-10394-y
Brandon Mastromartino, Weizhe Li, Yizhou Tyreal Qian

This study investigates how perceived legality of online sports betting influences perceptions of consumer protection, behavioral control, and future betting intentions. Employing general linear modeling (GLM) and fuzzy-set Qualitative Comparative Analyses (fsQCA), we assess these relationships across different types of online betting activities and among varying levels of betting experience. Results revealed that participants who perceived online sports betting as legal reported higher levels of perceived consumer protection, perceived behavioral control, and future betting intentions. The fsQCA identified specific configurations leading to high future betting intentions. Notably, two configurations emerged: (1) bettors who perceive betting as legal, participate in Daily Fantasy Sports (DFS), and have high perceived behavioral control; and (2) bettors involved in prop pick'em wagering with high perceived consumer protection and high perceived behavioral control. This study highlights the importance of perceived legality, consumer protection, and behavioral control in shaping consumer perceptions and intentions with online sports betting. The identification of specific factor combinations suggests that regulatory and policy efforts should consider the multifaceted nature of consumer behavior in online sports betting. Tailored strategies that enhance legal consciousness, strengthen consumer protection measures, and empower bettors can more effectively promote responsible gaming practices.

本研究探讨线上体育投注的合法性如何影响消费者保护、行为控制和未来投注意图的认知。采用一般线性建模(GLM)和模糊集定性比较分析(fsQCA),我们评估了不同类型的在线投注活动和不同投注经验水平之间的这些关系。结果显示,认为在线体育博彩合法的参与者报告了更高水平的消费者保护意识、行为控制意识和未来的赌博意图。fsQCA确定了导致高未来投注意图的特定配置。值得注意的是,出现了两种配置:(1)认为赌博是合法的投注者,参与每日梦幻体育(DFS),并具有高度的感知行为控制;(2)投注者具有较高的消费者保护知觉和较高的行为控制知觉。这项研究强调了感知合法性、消费者保护和行为控制在塑造消费者对在线体育博彩的看法和意图方面的重要性。对具体因素组合的识别表明,监管和政策努力应考虑在线体育博彩中消费者行为的多面性。提高法律意识、加强消费者保护措施和赋予投注者权力的量身定制策略,可以更有效地促进负责任的赌博行为。
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引用次数: 0
Patterns of Gambling Behavior Influenced By Materialism, Financial Well-Being, and Monetary Motivation Among Sports Bettors: A Latent Profile Analysis. 体育投注者受物质主义、财务福利和货币动机影响的赌博行为模式:潜在剖面分析。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-10-25 DOI: 10.1007/s10899-025-10443-6
Zehra Su Topbaş, Nurcan Uzdil

This research examines the role of material values, financial well-being, and monetary motivation in shaping gambling behavior in young male sports bettors in Türkiye. A total of 562 participants aged 18-35 were surveyed using validated scales measuring materialism, financial well-being, gambling motives, and sports betting severity. Through latent profile analysis, four distinct profiles were identified: Stability-Oriented Participants, Instability-Driven Risk Takers, Financially Content-Low-Risk Bettors, and Financially Pressured-Materialistic Bettors. ANCOVA results indicated a significant difference in the severity of sports betting across profiles (η² = 0.35), with the most problematic behavior occurring in those with high materialism, low financial well-being, and strong monetary motives. The results were interpreted through the lenses of Contingent Self-Worth Theory, Prospect Theory, and Self-Regulation Theory, and situated within Türkiye's socioeconomic context. This person-centered study makes unique contributions by revealing psychological and structural patterns underlying gambling behavior and offering practical applications for clinical, educational, and policy-level interventions.

本研究考察了物质价值、财务状况和金钱动机在塑造 rkiye年轻男性体育投注者赌博行为中的作用。共有562名年龄在18-35岁之间的参与者接受了调查,调查使用了有效的测量物质主义、经济状况、赌博动机和体育博彩严重程度的量表。通过潜在特征分析,确定了四种不同的特征:稳定导向的参与者,不稳定驱动的风险承担者,财务满足-低风险投注者和财务压力-物质主义投注者。ANCOVA结果表明,体育博彩的严重程度在各方面存在显著差异(η²= 0.35),最严重的问题行为发生在那些物质主义程度高、经济幸福感低、金钱动机强的人群中。结果通过偶然自我价值理论、前景理论和自我调节理论的镜头来解释,并置于 rkiye的社会经济背景中。这项以人为中心的研究通过揭示赌博行为背后的心理和结构模式,并为临床、教育和政策层面的干预提供实际应用,做出了独特的贡献。
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引用次数: 0
Bet More - But Only with Me: Role of Celebrity Endorsers in Sports Betting Advertising. 下注更多-但只与我:名人代言在体育博彩广告中的作用。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-06-17 DOI: 10.1007/s10899-025-10399-7
Wenjia Han, Vaidyanathan Viswanathan Saunak

Since the federal ban on sports betting was lifted in 2018, the industry has grown rapidly in the United States, raising concerns about the risk of problem gambling. Building on existing research that suggests the limited effectiveness of traditional responsible gambling campaigns, the current study examines whether the use of celebrity endorsers in advertising can enhance responsible gambling intentions. Using a scenario-based experiment with 383 U.S. sports bettors, regression analyses reveal that an endorser whose image aligns with the target audience increases consumer awareness of responsible gambling messages, thereby enhancing intentions to gamble responsibly. In addition, an image-congruent endorser boosts consumers' betting intentions and word-of-mouth advocacy for the sportsbook. Although image congruence in advertising is often operationalized through racial similarity, the findings suggest that same-race endorsers are effective in enhancing image congruence only when sports betting is perceived as socially acceptable. This study is the first to examine the effect of endorser-consumer image congruence on consumer intentions toward both sports betting brands and responsible gambling. The findings provide important insights to sportsbooks aiming to balance branding and social responsibility in marketing campaigns.

自2018年联邦政府解除对体育博彩的禁令以来,该行业在美国迅速发展,引发了人们对问题赌博风险的担忧。现有的研究表明,传统的负责任的赌博活动的有效性有限,目前的研究调查是否使用名人代言的广告可以提高负责任的赌博意图。通过对383名美国体育投注者进行基于场景的实验,回归分析表明,与目标受众形象一致的代言人可以提高消费者对负责任赌博信息的认识,从而增强负责任赌博的意愿。此外,一个形象一致的代言人会提高消费者的下注意愿和对体育博彩的口头宣传。虽然广告中的形象一致性通常是通过种族相似性来实现的,但研究结果表明,只有当体育博彩被认为是社会可接受的时候,同种族的代言人才能有效地提高形象一致性。本研究首次探讨了代言人-消费者形象一致性对消费者对体育博彩品牌和负责任赌博的意向的影响。这些发现为体育博彩公司在营销活动中平衡品牌和社会责任提供了重要的见解。
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引用次数: 0
Impulsivity, Critical Thinking and Near-Miss Role for Persistence in Play on a Slot Machine. 冲动,批判性思维和差一点的角色,坚持玩老虎机。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-07-05 DOI: 10.1007/s10899-025-10412-z
Maksymilian Przerwa, Emilia Zabielska-Mendyk
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引用次数: 0
Scaling Up the Evidence: What Open Banking Brings to Gambling Research and Policy. 扩大证据:开放银行对赌博研究和政策的影响。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-10-13 DOI: 10.1007/s10899-025-10438-3
Steven Murphy, Naomi Muggleton
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引用次数: 0
Are Casinos Responsive To Customers Accessing Information about Self-Exclusion? 赌场对客户获取自我排斥信息有反应吗?
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-10-23 DOI: 10.1007/s10899-025-10442-7
Margaret Anne Gunnigle, Brianna Morelli, Chance V Dow, Meredith K Ginley, James P Whelan, Rory A Pfund

Self-exclusion is a promising intervention for reducing gambling behavior and gambling problems. Casino patrons have reported difficulties when requesting information or exercising the option to self-exclude. Employing an audit methodology, a pair of observational studies explored the accessibility of self-exclusion information from casinos within a mid-size metropolitan gambling market. In study 1, investigators telephoned casino customer service numbers and asked about self-exclusion. In study 2, trained research assistants visited those same casinos to ask multiple staff for self-exclusion information. In both studies, questions were asked about general information about self-exclusion, the physical and online materials on self-exclusion, and directions to the physical and online self-exclusion materials. Phone requests for self-exclusion information were found to be inconsistent and unreliable. Casino staff approached at casinos were generally unable to provide information about self-exclusion beyond references to the physical location of the materials in the casino. Across both studies, casino employees could not reliably provide information about self-exclusion over the phone or in person, revealing potential barriers for individuals who may be interested in pursuing self-exclusion.

自我排斥是减少赌博行为和赌博问题的一种有希望的干预措施。赌场顾客报告说,在要求提供信息或行使自我排除选择权时遇到了困难。采用审计方法,一对观察性研究探索了中型大都市赌博市场中赌场的自我排除信息的可及性。在研究1中,调查人员打电话给赌场客户服务电话,询问自我排斥的情况。在研究2中,训练有素的研究助理访问了这些相同的赌场,向多位工作人员询问自我排斥信息。在这两项研究中,都询问了关于自我排斥的一般信息,关于自我排斥的物理和在线材料,以及物理和在线自我排斥材料的说明。发现电话要求提供自我排除信息前后不一致且不可靠。在赌场接触的赌场工作人员除了提到赌场内材料的实际位置外,通常无法提供有关自我排斥的信息。在这两项研究中,赌场员工无法通过电话或亲自提供有关自我排斥的可靠信息,这揭示了对追求自我排斥感兴趣的个人的潜在障碍。
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引用次数: 0
Personalized Feedback Interventions for Indicated Prevention of Gambling Disorder: A Systematic Review and Meta-Analysis. 个性化反馈干预预防赌博障碍:系统回顾与元分析。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-10-29 DOI: 10.1007/s10899-025-10444-5
E Halle Smith, Bre'Anna L Free, Meredith K Ginley, James P Whelan, Rory A Pfund

While personalized feedback interventions (PFIs) are a promising indicated prevention strategy for reducing gambling behavior and gambling harm immediately following intervention, no meta-analysis has examined the durability of these reductions. The current systematic review and meta-analysis aimed to examine the effect of PFIs immediately following the intervention and in the months following the intervention. The Cochrane Central Register of Controlled Trials, Embase, PsycINFO, PubMed were searched in January 2024 to identify randomized controlled trials comparing PFIs to standard care or inactive control conditions. The Cochrane Risk of Bias tool version 2.0 assessed risk of bias. Correlated, hierarchical random effect meta-analysis was conducted to examine the effect of PFIs at postintervention and follow-up. Eighteen studies representing 9,869 participants were identified. PFIs had nonsignificant, small reductions in outcomes relative to comparison conditions at postintervention (g = -0.06, 95% CI [-0.15, 0.02]). However, PFIs produced significant, small reductions in outcomes relative to comparison conditions at follow up (g = -0.10, 95% CI [-0.18, -0.02]). Therapist facilitated PFIs (g = -0.18) had significantly better outcomes than non-therapist facilitated PFIs (g = -0.03), and PFIs incorporating motivational interviewing (g = -0.19) had significantly better outcomes than PFIs not incorporating motivational interviewing (g = -0.02). However, there was limited statistical power to estimate effect sizes at precise time intervals over the follow-up period. The field requires more randomized controlled trials with longitudinal assessments to estimate the effectiveness of PFIs for gambling in the months following receipt of the intervention. PROSPERO (CRD42024567384).

虽然个性化反馈干预(pfi)是一种很有希望的预防策略,可以在干预后立即减少赌博行为和赌博伤害,但没有荟萃分析检查这些减少的持久性。目前的系统评价和荟萃分析旨在检查干预后立即和干预后几个月内PFIs的效果。我们于2024年1月检索了Cochrane Central Register of Controlled Trials, Embase, PsycINFO, PubMed,以确定将pfi与标准护理或非活动对照条件进行比较的随机对照试验。Cochrane风险偏倚工具2.0版评估偏倚风险。采用相关的分层随机效应荟萃分析来检验pfi在干预后和随访中的影响。18项研究共涉及9869名参与者。与干预后的比较条件相比,pfi的结果没有显著的小幅度降低(g = -0.06, 95% CI[-0.15, 0.02])。然而,在随访时,相对于比较条件,pfi产生了显著的、小的结果降低(g = -0.10, 95% CI[-0.18, -0.02])。治疗师促进的PFIs (g = -0.18)的结果明显优于非治疗师促进的PFIs (g = -0.03),结合动机访谈的PFIs (g = -0.19)的结果明显优于不结合动机访谈的PFIs (g = -0.02)。然而,在随访期间以精确的时间间隔估计效应大小的统计能力有限。该领域需要更多的随机对照试验和纵向评估,以评估pfi在接受干预后几个月内对赌博的有效性。普洛斯彼罗(CRD42024567384)。
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引用次数: 0
Gambling-Related Stressful Life Events: A Content Analysis Illuminating Translucent Voices in a Community Sample with Past-Year Problem Gambling. 赌博相关的压力生活事件:一个内容分析照亮半透明的声音在一个社区样本与过去一年的问题赌博。
IF 2.2 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-27 DOI: 10.1007/s10899-025-10460-5
Einat Zamwel, Noa Vana, Shane W Kraus

Problem gambling (PrG) can lead to severe personal and interpersonal consequences, yet its most harmful effects often remain unrecognized, especially among individuals who do not seek formal treatment. The current study examined how men and women with past-year PrG recounted stressful life events (SLEs) arising from their gambling experiences. Inductive content analysis was conducted on open-ended responses from 218 U.S. adults who reported gambling-related SLEs in a community-based survey. Eight categories of harm were identified: material loss, living hand to mouth, mental health comorbidity, relationship distress, guilt, victimization, perpetration, and red flag cases involving compounded crises such as suicidality, illness, and legal trouble. These harms were not confined to economically disadvantaged populations. Many participants described severe consequences while identifying themselves as socially or economically privileged. Notably, most participants had never sought treatment, despite explicitly linking their gambling to distressing life events. These findings suggest that gambling-related harm may remain invisible when it does not align with dominant clinical or social risk profiles. We coin the concept of Translucent Voices to describe individuals from relatively privileged social groups whose suffering is often muted, misclassified, or overlooked by conventional care systems. We recommend equitable detection and response to gambling-related adversity through the expansion of public health frameworks aimed at identifying these individuals and intervening before gambling-related stressors escalate into SLEs. Routine screening in commonly accessed service settings, such as financial counseling, primary care, and family health services, may help identify and support these Translucent Voices before harms intensify.

问题赌博(PrG)会导致严重的个人和人际后果,但其最有害的影响往往未被认识到,特别是在那些不寻求正式治疗的个人中。目前的研究调查了过去一年PrG的男性和女性是如何描述他们赌博经历引起的压力生活事件(SLEs)的。归纳内容分析是对218名美国成年人的开放式回答进行的,他们在社区调查中报告了与赌博相关的SLEs。确定了八类伤害:物质损失、勉强糊口、精神健康共病、关系困扰、内疚、受害、犯罪,以及涉及自杀、疾病和法律纠纷等复合危机的危险案件。这些危害并不局限于经济上处于不利地位的人群。许多参与者描述了严重的后果,同时认为自己在社会或经济上享有特权。值得注意的是,大多数参与者从未寻求过治疗,尽管他们明确地将赌博与痛苦的生活事件联系起来。这些发现表明,当赌博相关的危害与主要的临床或社会风险特征不一致时,它可能是不可见的。我们创造了半透明声音的概念来描述来自相对特权的社会群体的个人,他们的痛苦经常被沉默、错误分类或被传统护理系统忽视。我们建议通过扩大公共卫生框架,公平地发现和应对与赌博有关的逆境,旨在识别这些个人,并在与赌博有关的压力源升级为特殊情况发生之前进行干预。在财务咨询、初级保健和家庭卫生服务等常见服务环境中进行常规筛查,可能有助于在危害加剧之前识别和支持这些“半透明的声音”。
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引用次数: 0
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Journal of Gambling Studies
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