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Bőthe B, Nagy L, Koós M, Demetrovics Z, Potenza MN, Kraus SW. Problematic pornography use across countries, genders, and sexual orientations: Insights from the International Sex Survey and comparison of different assessment tools. Addiction 2024; 119:928-950. [PMID: 38413365 DOI: 10.1111/add.16431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 12/14/2023] [Indexed: 02/29/2024]
Abstract
BACKGROUND AND AIMS Problematic pornography use (PPU) is a common manifestation of the newly introduced Compulsive Sexual Behavior Disorder diagnosis in the 11th edition of the International Statistical Classification of Diseases and Related Health Problems. Although cultural, gender- and sexual orientation-related differences in sexual behaviors are well documented, there is a relative absence of data on PPU outside Western countries and among women as well as gender- and sexually-diverse individuals. We addressed these gaps by (a) validating the long and short versions of the Problematic Pornography Consumption Scale (PPCS and PPCS-6, respectively) and the Brief Pornography Screen (BPS) and (b) measuring PPU risk across diverse populations. METHODS Using data from the pre-registered International Sex Survey [n = 82 243; mean age (Mage) = 32.4 years, standard deviation = 12.5], a study across 42 countries from five continents, we evaluated the psychometric properties (i.e. factor structure, measurement invariance, and reliability) of the PPCS, PPCS-6, and BPS and examined their associations with relevant correlates (e.g. treatment-seeking). We also compared PPU risk among diverse groups (e.g. three genders). RESULTS The PPCS, PPCS-6, and BPS demonstrated excellent psychometric properties [for example, comparative fit index = 0.985, Tucker-Lewis Index = 0.981, root mean square error of approximation = 0.060 (90% confidence interval = 0.059-0.060)] in the confirmatory factor analysis, with all PPCS' inter-factor correlations positive and strong (rs = 0.72-0.96). A total of 3.2% of participants were at risk of experiencing PPU (PPU+) based on the PPCS, with significant country- and gender-based differences (e.g. men reported the highest levels of PPU). No sexual orientation-based differences were observed. Only 4-10% of individuals in the PPU+ group had ever sought treatment for PPU, while an additional 21-37% wanted to, but did not do so for specific reasons (e.g. unaffordability). CONCLUSIONS This study validated three measures to assess the severity of problematic pornography use across languages, countries, genders, and sexual orientations in 26 languages: the Problematic Pornography Consumption Scale (PPCS, and PPCS-6, respectively), and the Brief Pornography Screen (BPS). The problematic pornography use risk is estimated to be 3.2-16.6% of the population of 42 countries, and varies among different groups (e.g. genders) and based on the measure used.
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Affiliation(s)
- Beáta Bőthe
- Département de Psychologie, Université de Montréal, Montréal, Canada
| | - Léna Nagy
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Mónika Koós
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar
| | - Marc N Potenza
- Yale University School of Medicine, New Haven, CT, USA
- Connecticut Council on Problem Gambling, Wethersfield, CT, USA
- Connecticut Mental Health Center, New Haven, CT, USA
| | - Shane W Kraus
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, NV, USA
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Connolly AJ, Stall LM, Floyd CG, Kraus SW, Grubbs JB. Exploring the Differences in Positive Play among Various Sports Wagering Behaviors. J Gambl Stud 2024:10.1007/s10899-024-10304-8. [PMID: 38652388 DOI: 10.1007/s10899-024-10304-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/31/2024] [Indexed: 04/25/2024]
Abstract
Recent technological advances and legislative changes have led to an increase of sports wagering across the United States, raising concerns about possible increases in problem gambling behaviors. This, in turn, points to an increased need to understand responsible gambling and how it relates to sports gambling behaviors. The present work utilizes the Positive Play Scale (PPS), a recent scale designed to measure the increasingly popular responsible gambling concept of Positive Play, to assess how various aspects of sports gambling relate to responsible gambling. Participants were recruited by YouGov Opinion polling and taken from two U.S. samples, and the present analyses look only at those who self-identified as sports gamblers (n = 561, Mage = 50.7). Gamblers' location of gambling, types of bets wagered on, timing of gambling, and website used to gamble were assessed. Those who bet online in any capacity, as well as participating in in-game wagering, were found to be significantly less positive in their gambling behaviors. In addition, certain types of sports wagers such as moneylines appeared to be associated with higher positive play, while other types such as parlays were associated with less positive play. Finally, certain websites, particularly offshore websites, were associated with lower positive play behavior. Collectively, these results suggest that there are various aspects of sports wagering behaviors that are associated with positive play variations in gambling.
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Affiliation(s)
- Alexander J Connolly
- Center on Alcohol, Substance Use, And Addictions (CASAA), University of New Mexico, 2650 Yale BLVD SE, Albuquerque, NM, USA.
| | - Lindsay M Stall
- Center on Alcohol, Substance Use, And Addictions (CASAA), University of New Mexico, 2650 Yale BLVD SE, Albuquerque, NM, USA
| | - Christopher G Floyd
- Department of Psychology, Bowling Green State University, 822 E. Merry Ave, Bowling Green, OH, 43403, USA
| | - Shane W Kraus
- Department of Psychology, University of Nevada Las Vegas, CEB 320, 4505 S. Maryland Parkway, Las Vegas, NV, 89154, USA
| | - Joshua B Grubbs
- Center on Alcohol, Substance Use, And Addictions (CASAA), University of New Mexico, 2650 Yale BLVD SE, Albuquerque, NM, USA
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Floyd CG, Kraus SW, Grubbs JB. Gambling in a U.S. Census Matched Sample: Examining Interactions between Means and Motives in Predicting Problematic Outcomes. J Gambl Stud 2024:10.1007/s10899-024-10302-w. [PMID: 38592616 DOI: 10.1007/s10899-024-10302-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/31/2024] [Indexed: 04/10/2024]
Abstract
The influence of socioeconomic status (SES) on risk of Problem Gambling (PG) is complex, particularly given recent evidence that SES should be understood in both objective and subjective terms. Likewise, financial gambling motives have been found to be predictive of PG; however, financial motives are less understood in comparison to other gambling motives. Preliminary findings on SES and gambling points towards a pattern of social inequality in which those with the least financial resources (e.g., income) or that feel financially deprived relative to others (e.g., perceived deprivation) experience greater harm and problems. In a weighted, census matched sample of adults in the U.S. (N = 1,348), the present study examined the interaction between financial gambling motives and income and financial gambling motives and perceived deprivation in predicting PG. Findings provided support for both financial gambling motives and perceived deprivation as robust predictors of PG. Further, results provided unique insights into the role subjective economic standing may play in the relationship between financial motives for gambling and risk of PG.
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Affiliation(s)
- Christopher G Floyd
- Department of Psychology, Bowling Green State University, 822 E. Merry Ave, Bowling Green, OH, 43403, USA.
| | - Shane W Kraus
- Department of Psychology, University of Nevada Las Vegas, 4505 S. Maryland Parkway, Las Vegas, NV, CEB 320, 89154, USA
| | - Joshua B Grubbs
- Center on Alcohol, Substance Use, And Addictions (CASAA), University of New Mexico, 2650 Yale BLVD SE, Albuquerque, NM, USA
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McGraw JS, Grant Weinandy JT, Floyd CG, Hoagland C, Kraus SW, Grubbs JB. Problematic pornography use and suicidal thoughts: Results from cross-sectional and longitudinal analyses. Psychol Addict Behav 2024:2024-60227-001. [PMID: 38451727 DOI: 10.1037/adb0000996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
OBJECTIVE There is a growing consensus that problematic pornography use (PPU), one of the most commonly reported compulsive sexual behaviors, is related to a number of internalizing psychiatric symptoms (e.g., anxiety, depression). However, little is known about the potential comorbidity of PPU and suicidal thoughts. Given known links between PPU and higher levels of guilt, shame, and moral disapproval, it may be that PPU may be related to suicidal thoughts. METHOD Using two independent samples, we cross-sectionally (Sample 1: undergraduates, n = 422) and longitudinally (Sample 2: nationally representative sample of U.S. adults, n = 1,455) tested for associations between PPU and past-month suicidal ideation and perceived likelihood of suicidal behaviors, while controlling for frequency of pornography use, moral disapproval, moral incongruence, and religiousness. RESULTS Cross-sectionally, PPU was related to higher levels of self-perceived likelihood of suicidal behaviors, but not past-month suicidal thoughts. Longitudinally, PPU was related to higher initial levels (i.e., intercept) of past-month suicidal thoughts and self-perceived likelihood of suicidal behaviors, but not changes in either (i.e., slope). The frequency of pornography use was statistically unrelated to each outcome for both samples, while moral beliefs about pornography use showed mixed relationships. CONCLUSIONS Clinicians working with patients reporting PPU may consider ways it may contribute to suicidal thinking. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- James S McGraw
- Department of Psychology, Bowling Green State University
| | | | | | | | - Shane W Kraus
- Department of Psychology, University of Nevada, Las Vegas
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Grant Weinandy JT, Connolly A, Floyd C, Kraus SW, Grubbs JB. Anticipated Motives for Gambling Treatment in Adults from the U.S. J Gambl Stud 2024:10.1007/s10899-024-10287-6. [PMID: 38400890 DOI: 10.1007/s10899-024-10287-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/11/2024] [Indexed: 02/26/2024]
Abstract
Prior works note that identifying problematic play is a leading barrier to treatment seeking, contributing to low treatment rates in those with gambling problems (e.g., Bijker et al., 2022; Suurvali et al., 2012a). While research has looked at treatment seekers' motives for treatment (Gainsbury et al., 2014; Suurvali et al., 2012b), the situations or signs (anticipated motives) individuals look for that suggest they would need treatment in the future remains unknown. Participants were gamblers (N = 1,791) from a census-matched U.S. sample of adults who reported no concerns about their gambling. Participants completed questions assessing how much money they would have to lose while gambling to think they might have a problem and what factors might motivate them to pursue treatment for gambling problems in the future. Participants reported a wide range of financial loss that would suggest they had a problem, and higher income men who gambled more frequently reported higher necessary losses. There was little variation in endorsement (40-60%) of 14 situations that may lead them to seek treatment in the future (e.g., felt guilty). However, income, gender identity, and problem gambling behavior were linked to the endorsement of some of these anticipated motives, with some differences in endorsement between those engaging in high- and low-level problem gambling. Collectively, results are consistent with the inference that many individuals may not be aware of what problematic gambling would look like for them, though income, gender identity, and problem gambling behavior may impact their consideration of anticipated motives.
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Affiliation(s)
| | - Alexander Connolly
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico, USA
| | - Christopher Floyd
- Department of Psychology, Bowling Green State University, Bowling Green, Ohio, USA
| | - Shane W Kraus
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, Nevada, USA
| | - Joshua B Grubbs
- Department of Psychology, Center on Alcohol, Substance use, and Addictions, University of New Mexico, Albuquerque, New Mexico, USA
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Valenciano-Mendoza E, Mora-Maltas B, Mestre-Bach G, Munguía L, Richard J, Derevensky JL, Potenza MN, Jiménez-Murcia S. Clinical Correlates of Sports Betting: A Systematic Review. J Gambl Stud 2023; 39:579-624. [PMID: 37004597 PMCID: PMC10066997 DOI: 10.1007/s10899-023-10196-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2023] [Indexed: 04/04/2023]
Abstract
Sports betting is becoming increasingly widespread, and a growing number of individuals, both adolescents and adults, participate in this type of gambling. The main aim of this systematic review was to assess correlates of sports betting (sociodemographic features, gambling-related variables, co-occurring psychopathologies, and personality tendencies) through a systematic review conducted following the PRISMA guidelines. Relevant studies were identified via searches of NCBI/PubMed and APA PsycInfo databases. Individuals from the general population and/or with a clinical diagnosis of gambling disorder (GD) were included, irrespective of gender and age. In addition, the studies needed to have administered at least one clinical interview/psychometric instrument to assess the presence of problematic gambling/GD, contain at least one group of participants with sports betting, and directly analyze the association between sports betting and any of the following features: sociodemographics, gambling-related variables, co-occurring psychopathologies, and/or personality tendencies. Fifty-four articles were included. Multiple sociodemographic variables have been studied in relation to sports betting. In general, males with high impulsivity have greater tendencies for sports betting. The co-occurrence of certain pathologies, especially substance use or other addictive disorders, was also suggested. Most studies were cross-sectional, assessed participants using self-administered instruments, recruited samples using non-probability online panels, included small samples, had unbalanced samples, and included samples from only one country. Impulsive males may be particularly prone to sports gambling and related problems. Future research should examine prevention strategies that may help prevent the development of sport-betting-related GD and other addictive behaviors in vulnerable individuals.
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Affiliation(s)
- Eduardo Valenciano-Mendoza
- Clinical Psychology Unit, Bellvitge University Hospital, c/ Feixa Llarga s/n, 08907 Barcelona, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Bernat Mora-Maltas
- Clinical Psychology Unit, Bellvitge University Hospital, c/ Feixa Llarga s/n, 08907 Barcelona, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | | | - Lucero Munguía
- Clinical Psychology Unit, Bellvitge University Hospital, c/ Feixa Llarga s/n, 08907 Barcelona, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Jérémie Richard
- Department of Educational and Counselling Psychology, McGill University, Montreal, Québec Canada
| | - Jeffrey L. Derevensky
- Department of Educational and Counselling Psychology, McGill University, Montreal, Québec Canada
| | - Marc N. Potenza
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT USA
- Child Study Center, Yale University School of Medicine, New Haven, CT USA
- Connecticut Mental Health Center, New Haven, CT USA
- Connecticut Council on Problem Gambling, Wethersfield, CT USA
- Department of Neuroscience, Yale University, New Haven, CT USA
- Wu Tsai Institute, Yale University, New Haven, CT USA
| | - Susana Jiménez-Murcia
- Clinical Psychology Unit, Bellvitge University Hospital, c/ Feixa Llarga s/n, 08907 Barcelona, Spain
- Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
- Ciber Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, Spain
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
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