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Çıtak Ş. Latent profile analysis of gambling. Front Psychol 2023; 14:1293933. [PMID: 37965671 PMCID: PMC10641010 DOI: 10.3389/fpsyg.2023.1293933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 10/16/2023] [Indexed: 11/16/2023] Open
Abstract
Early age of gambling onset, ease of gambling with technological developments and lack of controlling online gambling games have led to unmanageable risk of gambling. Individual-centered approaches play a significant role in managing the risk that gambling poses on public health and discerning the heterogeneity of gambling addiction. Therefore, this study employed Latent Profile Analysis (LPA), one of the individual-centered approaches, to model the interactions across the psychosocial characteristics of gamblers. The study aims to reveal the latent profiles of gambling addiction. Unlike variable-centered approaches, LPA is a contemporary technique that provides objective information regarding individual psychological processes and behaviors. The profile indicators of the study involve psychosocial characteristics such as resilience, motives to gamble (excitement/fun, avoidance, making money, socializing), purposefulness, responsibility and worthiness. Data were collected from 317 volunteers (M = 68.9%; F = 31.1%; mean age = 25.16 ± 6.46) through the Brief Resilience Scale (BRS), Gambling Motives Scale (GMS) and Personal Virtues Scale (PVS). The emerging profiles were defined as adventurous players (14.2%), social gamblers (9.8%), professional gamblers (32.8%), problem gamblers (24.6%) and avoidant gamblers (18.6%). The individual-centered modeling is congruent with the literature on gambling and provides a complementary perspective to understand the heterogeneous structure of gambling. The results are expected to assist mental health professionals in developing educational and clinical intervention programs for gambling behavior. Finally yet importantly, it is recommended that new LPA models be offered through the use of different indicators related to gambling addiction.
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Affiliation(s)
- Şenel Çıtak
- Psychological Counseling and Guidance, Department of Educational Sciences, Ordu University, Ordu, Türkiye
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Buen A, Flack M. Predicting Problem Gambling Severity: Interplay between Emotion Dysregulation and Gambling-related Cognitions. J Gambl Stud 2022; 38:483-498. [PMID: 34057668 DOI: 10.1007/s10899-021-10039-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/20/2021] [Indexed: 10/21/2022]
Abstract
Understanding how emotion regulation and gambling-related cognitive distortions relate to gambling problems has direct relevance for problem gambling prevention and treatment. Although these factors have been identified as robust psychological correlates for problem gambling, the interplay between emotional regulation and cognitive biases in influencing problem gambling behaviours is yet to be fully understood. Accordingly, this study examined the explanatory role of cognitive distortions in the association between emotion regulation difficulties and problem gambling behaviours and also explored the interaction between emotion regulation and cognitive distortions in predicting gambling severity. A total of 301 adults (182 males and 119 females; age range: 18-71 years, M = 32.62, SD = 10.03) completed an online questionnaire comprising measures of emotional regulation difficulties, gambling-related beliefs and problem gambling severity. Analyses revealed that emotion regulation difficulties and erroneous gambling beliefs were positively related to problem gambling severity. Further, cognitive distortions partially accounted for the relationship between emotional regulation difficulties and problem gambling, although emotion regulation retained a direct relationship with problem gambling. There was no interaction between emotional regulation and cognitive distortions. The findings indicate that emotion regulation may serve as a precursor to the development of cognitive distortions, while also directly influencing problem gambling. Implications for assessment and treatment of problem gambling are discussed.
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Affiliation(s)
- Adeluiesa Buen
- College of Health and Human Sciences, Charles Darwin University, Northern Territory, Darwin, 0909, Australia
| | - Mal Flack
- College of Health and Human Sciences, Charles Darwin University, Northern Territory, Darwin, 0909, Australia.
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Lelonek-Kuleta B, Bartczuk RP. Online Gambling Activity, Pay-to-Win Payments, Motivation to Gamble and Coping Strategies as Predictors of Gambling Disorder Among e-sports Bettors. J Gambl Stud 2021; 37:1079-1098. [PMID: 33689100 PMCID: PMC8572820 DOI: 10.1007/s10899-021-10015-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/15/2021] [Indexed: 11/26/2022]
Abstract
Research on esports activity usually captures it from the perspective of involvement in gaming. This study presents the results of the first research in Poland (N = 438) on esports betting (ESB). ESB is compared to other forms of e-gambling and involvement in pay-to-win games. The aim was to build a predictive model of gambling disorder among people betting on esports. A predictive model of gambling disorder based on ordinal regression was built, including sociodemographic variables, involvement in esports betting, involvement in other Internet activities connected to ESB, as well as psychological variables-motivation to gamble and coping strategies. The results showed that gambling disorder among esports bettors is associated with time spent on one game session, placing other forms of online gambling bets once a week or more often, and paying in pay-to-win games. Gambling disorder was also predicted by escape coping strategies and lower engaged strategies as well as financial and coping motivation to bet on esports results. The results show the crucial role of psychological factors (motivation, coping) in the development of esports betting addiction. Esports betting is an activity associated with both gambling and gaming-involvement in both activities explains the development of ESB addiction. There is a need for further research focused on the specificity of esports betting behavior to discover the direction of links among gaming, gambling, and esports gambling.
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Affiliation(s)
- Bernadeta Lelonek-Kuleta
- Institute of Psychology, The John Paul II Catholic University of Lublin, al. Racławickie 14, 20-950 Lublin, Poland
| | - Rafał Piotr Bartczuk
- Institute of Psychology, The John Paul II Catholic University of Lublin, al. Racławickie 14, 20-950 Lublin, Poland
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Li MH, Lai IKW. Actual Self-Image Versus Ideal Self-Image: An Exploratory Study of Self-Congruity Effects on Gambling Tourism. Front Psychol 2021; 12:588190. [PMID: 34305694 PMCID: PMC8298025 DOI: 10.3389/fpsyg.2021.588190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 06/11/2021] [Indexed: 11/23/2022] Open
Abstract
This study aims to apply self-congruity theory to examine the relationship between self-congruity of tourists and their perceived image of a gambling destination. This study employs the Euclidean distance model and extends Malhotra's pars of adjectives with five new items about gambling motives. A face-to-face questionnaire survey was used, and a total of 152 samples were collected from tourists in Macau. The results show that the actual self-image of tourists is more related to their perception of Macau image. For actual congruence, tourists exhibit a greater tendency to match the informal, liberal, and emotional image of Macau. For ideal congruence, they have a tendency to match the contemporary, organized, and pleasant image of Macau. This study makes up for the deficiency of self-congruity theory in tourism research. This study helps tourism departments to develop appropriate strategies to promote gambling tourism and disseminate relevant information that can bring gambling destinations closer to tourists.
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Affiliation(s)
- Mao-Hua Li
- Department of Economics and Management, Zhanjiang Preschool Education College, Zhanjiang, China.,Faculty of International Tourism and Management, City University of Macau, Macau, China
| | - Ivan Ka Wai Lai
- Faculty of International Tourism and Management, City University of Macau, Macau, China
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Moore LH, Grubbs JB. Gambling Disorder and comorbid PTSD: A systematic review of empirical research. Addict Behav 2021; 114:106713. [PMID: 33268184 DOI: 10.1016/j.addbeh.2020.106713] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Revised: 09/28/2020] [Accepted: 10/12/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND AIMS Gambling Disorder (GD) and Posttraumatic Stress Disorder (PTSD) are frequently comorbid and often associated with a more severe clinical profile compared to those with either diagnosis alone. Despite recent growing interest in this comorbidity, there has been little effort to synthesize this domain of research and define areas of need for future research. DESIGN The present work details a systematic review of empirical studies examining the relationship between PTSD and GD-related factors. This review encompassed 74 studies each examining the overlap between GD and the following domains: PTSD, Trauma, Adverse Childhood Experiences, and Stressful Life Events. FINDINGS The included studies yielded 91 independent samples each providing associations between the above-mentioned constructs. The present work found that stress, trauma, and symptom severity of PTSD each influence the severity of both GD and subclinical levels of GD. The severity, type, and time at which trauma occurs in the lifespan all appear to influence the predictive strength of trauma on GD severity. However, PTSD symptoms appear to have a greater impact on GD severity compared to trauma alone. CONCLUSION PTSD symptoms result in increased severity of GD, and pathological dissociation plays a particularly important role in exacerbating this relationship. Clinical and etiological implications, as well as direction for future research from these findings, are revealed and discussed.
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Affiliation(s)
- Louis H Moore
- Bowling Green State University, Department of Psychology, United States.
| | - Joshua B Grubbs
- Bowling Green State University, Department of Psychology, United States.
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Bányai F, Griffiths MD, Demetrovics Z, Király O. The mediating effect of motivations between psychiatric distress and gaming disorder among esport gamers and recreational gamers. Compr Psychiatry 2019; 94:152117. [PMID: 31422185 DOI: 10.1016/j.comppsych.2019.152117] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Revised: 07/28/2019] [Accepted: 08/06/2019] [Indexed: 12/27/2022] Open
Abstract
Research examining the relationship between gaming disorder, gaming motivations, and mental health is increasing, but the types of gaming use, such as recreational gaming and esports are not commonly distinguished. The present study compared recreational gamers and esport gamers (N = 4284) on a number of variables including game time, gaming motivations, severity of gaming disorder, and psychiatric symptoms. Additionally, the mediating effect of gaming motivations among esport and recreational gamers between psychiatric distress and problematic gaming was examined. Results showed that esport gamers spent significantly more time playing video games both on weekdays and weekend days than recreational gamers. Moreover, esport gamers had higher scores on social, competition, and skill development gaming motivations than recreational gamers. The mediation model demonstrated a significant positive direct and significant mediated effect via escapism (i.e., gaming excessively to avoid real life problems) between the higher levels of psychiatric distress and gaming disorder. However, esport and recreational gamers showed no significant differences in the model. The escapism motive appeared to be the common predictor of problematic gaming among both esport and recreational gamers. Future studies should focus on exploring escapism's mechanism in different subgroups of gamers in relation to problematic gaming to help the development of prevention, intervention, and treatment programs.
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Affiliation(s)
- Fanni Bányai
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary.
| | - Orsolya Király
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
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Latvala T, Lintonen T, Konu A. Public health effects of gambling - debate on a conceptual model. BMC Public Health 2019; 19:1077. [PMID: 31399026 PMCID: PMC6688345 DOI: 10.1186/s12889-019-7391-z] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 07/26/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Gambling for money is a popular leisure time activity in most countries, which has major social and economic impacts not only affecting the gambler, but his/her significant others, and the society. Gambling impact studies can help researchers and policymakers compare the health and social costs and benefits of different gambling policies and can be used when considering which gambling policies will reduce or increase costs or benefits the most. In a public health approach, the impacts of gambling, negative and positive, are assessed across the entire severity spectrum of the activity. Although some studies have created basic principles for conducting impact studies, a theoretical model is currently lacking. The aim of this debate is to review complementing and contrasting views on the effects of gambling to create a conceptual model, where a public health perspective is applied. MAIN TEXT The effects of gambling can be structuralized using a conceptual model, where impacts are divided into negative and positive; costs and benefits. Costs and benefits are categorized into three classes: financial, labor and health, and well-being. These classes manifest in personal, interpersonal, and societal levels. Individual impacts cause effects on a personal level to gamblers themselves. External impacts influence the interpersonal and society/community levels and concern other people. The temporal level refers to the development, severity and scope of the gambling impact. These include general impacts, impacts of problem gambling and long-term impacts of gambling. CONCLUSIONS The conceptual model offers a base on which to start building common methodology for assessing the impact of gambling on the society. While measuring monetary impacts is not always straightforward, the main issue is how to measure the social impacts, which are typically ignored in calculations, as are personal and interpersonal impacts. The reviewed empirical work largely concentrated on the costs of gambling, especially costs on the community level. The Model can be used to identify areas where research is scarce. Filling the gaps in knowledge is essential in forming a balanced evidence base on the impacts of gambling. Ideally, this evidence could be the starting point in formulating public policies on gambling.
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Affiliation(s)
- Tiina Latvala
- Finnish Foundation for Alcohol Studies, P.O. Box 30, FI-00271 Helsinki, Finland
| | - Tomi Lintonen
- Finnish Foundation for Alcohol Studies, P.O. Box 30, FI-00271 Helsinki, Finland
| | - Anne Konu
- Faculty of Social Sciences, Health Sciences, Tampere University, FI-33014 Tampere, Finland
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Bányai F, Griffiths MD, Király O, Demetrovics Z. The Psychology of Esports: A Systematic Literature Review. J Gambl Stud 2019; 35:351-365. [PMID: 29508260 DOI: 10.1007/s10899-018-9763-1] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Recently, the skill involved in playing and mastering video games has led to the professionalization of the activity in the form of 'esports' (electronic sports). The aim of the present paper was to review the main topics of psychological interest about esports and then to examine the similarities of esports to professional and problem gambling. As a result of a systematic literature search, eight studies were identified that had investigated three topics: (1) the process of becoming an esport player, (2) the characteristics of esport players such as mental skills and motivations, and (3) the motivations of esport spectators. These findings draw attention to the new research field of professional video game playing and provides some preliminary insight into the psychology of esports players. The paper also examines the similarities between esport players and professional gamblers (and more specifically poker players). It is suggested that future research should focus on esport players' psychological vulnerability because some studies have begun to investigate the difference between problematic and professional gambling and this might provide insights into whether the playing of esports could also be potentially problematic for some players.
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Affiliation(s)
- Fanni Bányai
- Institute of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, Budapest, 1064, Hungary
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
| | - Orsolya Király
- Institute of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, Budapest, 1064, Hungary
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, Budapest, 1064, Hungary.
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Cunha D, De Sousa B, Relvas AP. Risk factors for pathological gambling along a continuum of severity: Individual and relational variables. JOURNAL OF GAMBLING ISSUES 2017. [DOI: 10.4309/jgi.2017.35.3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
This study’s aim was to identify characteristics with higher odds of distinguishing a group of pathological gamblers (PG) from (1) a group of gamblers without a gambling problem (NP) and 2) a sub-clinical group (SP). An additional aim was to investigate those characteristics as risk/protective factors along the continuum of problem-gambling severity. Sociodemographic (gender, age, marital status, and educational level), individual (psychopathological symptoms) and relational (family functioning, dyadic adjustment, and differentiation of self) variables were considered. The sample consisted of 331 participants: 162 NP, 117 SP and 52 PG. The main results indicate that the characteristics with higher odds of distinguishing among the groups were gender, educational level, age, differentiation of self, and psychopathological symptoms. The odds of being a PG were higher for men with a low educational level and less adaptive psycho-relational functioning. Conversely, the odds of being a NP were higher for women with a high educational level and more adaptive psycho-relational functioning. Gender and educational level stood out with respect to their relevance as risk/protective factors, and their role was found to be dynamic and interdependent with the severity of problem gambling and/or the investigated psycho-relational characteristics. The risk/protective value was more remarkable when gamblers already exhibited SP.L’objectif de cette étude était d'identifier les caractéristiques présentant une probabilité plus élevée de distinguer un groupe de joueurs pathologiques (PG) d'un groupe de joueurs sans problème de jeu (NP) et un groupe sous-clinique (SP). Un autre objectif consistait à étudier ces caractéristiques en tant que facteurs de risque / protection dans le continuum de la gravité du jeu problématique. Les variables sociodémographiques (sexe, âge, état matrimonial et niveau d'instruction), individuelles (symptômes psychopathologiques) et relationnelles (fonctionnement familial, ajustement dyadique et différenciation de self) ont été prises en considération. L'échantillon comprenait 331 participants: 162 NP, 117 SP et 52 PG. Les principaux résultats indiquent que les caractéristiques ayant une plus grande probabilité de distinction entre les groupes étaient le sexe, le niveau d'instruction, l'âge, la différenciation de self et les symptômes psychopathologiques. Les probabilités d'être un PG étaient plus élevées chez les hommes ayant un faible niveau d'instruction et moins adaptative au fonctionnement psycho-relationnel. À l'inverse, les probabilités d'être NP étaient plus élevées chez les femmes ayant un niveau d'instruction élevé et un fonctionnement psycho-relationnel plus adaptatif. Le sexe et le niveau de scolarité se distinguent par leur pertinence en tant que facteurs de risque / protection et leur rôle est jugé dynamique et interdépendant de la gravité du jeu problématique et / ou des caractéristiques psycho-relationnel étudiées. La valeur risque / protection était plus remarquable lorsque les joueurs présentaient déjà SP.
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Caler K, Garcia JRV, Nower L. Assessing Problem Gambling: a Review of Classic and Specialized Measures. CURRENT ADDICTION REPORTS 2016. [DOI: 10.1007/s40429-016-0118-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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What's in a Name? Assessing the Accuracy of Self-identifying as a Professional or Semi-Professional Gambler. J Gambl Stud 2016; 31:1799-818. [PMID: 25344662 DOI: 10.1007/s10899-014-9507-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Growing interest in pursuing a professional gambling career has been accompanied by a rise in individuals self-identifying as professional gamblers. Whether this trend reflects an actual increase in individuals sustaining livelihoods from gambling or inaccurate appropriation of a now glamorized identity is unclear. Adopting a self-image of professional gambler in the absence of ability to earn a sustainable income from the activity may increase risk of problem gambling and deter help-seeking. However, extent of problem gambling in this cohort is uncertain. This study aimed to: (1) determine any differences that might validate the self-reported identity of professional and semi-professional gamblers by investigating characteristics and behaviors that distinguish them from amateur gamblers; and (2) identify characteristics and behaviors that distinguish between self-identified semi-professional/professional gamblers with and without gambling problems. In an online survey of 4,594 Australian gamblers, 1.2% identified as professional gamblers, 6.8% as semi-professional gamblers, and 92.0% as amateur gamblers. Self-identified professional and semi-professional gamblers were distinguished from amateur gamblers by preference for skill-based gambling, higher reported likelihood of winning, and greater use of online gambling and multiple online operators. Two-fifths of professional and three-fifths of semi-professional gamblers scored as moderate risk or problem gamblers, but negative consequences were more likely personal, interpersonal and work/study related, rather than financial. Although results support the general accuracy of self-reported semi/professional gambling status, measures are needed to help semi/professional gamblers distinguish whether their gambling is a problem or profession.
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Hing N, Russell AMT, Gainsbury SM, Blaszczynski A. A Case of Mistaken Identity? A Comparison of Professional and Amateur Problem Gamblers. J Gambl Stud 2015; 32:277-89. [DOI: 10.1007/s10899-015-9531-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Hopley AA, Wagner J, Nicki R. Making a living online: Problem gambling and workaholism in high earning online Texas hold'em poker players. JOURNAL OF GAMBLING ISSUES 2014. [DOI: 10.4309/jgi.2014.29.5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The skill component of Texas hold'em online poker (THOP) adds a unique element to the assessment of risk for problem gambling (PG). The current study examined whether PG among a high earning subgroup of THOP players was analogous to workaholism. Participants were self-selected online poker players (N = 31), and results revealed that participants played an average of 30.5 hours per week, and had an average annual online poker earning of CAD 29 995. Furthermore, 32% of the sample gambled problematically according to the PGSI. In accordance with previous findings, PG was uniquely predicted by time played and stress. However, PG in this subset of THOP players was associated with an external locus of control. Contrary to expectations, the personality variable of neuroticism was unrelated to PG and workaholism. Furthermore, workaholism was unrelated to any variables in the model, and no significant relationship emerged between workaholism and PG.
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Biolcati R, Passini S, Griffiths MD. All-in and Bad Beat: Professional Poker Players and Pathological Gambling. Int J Ment Health Addict 2014. [DOI: 10.1007/s11469-014-9506-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
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