Gender and trait rumination moderates the link between trait impulsivity and gambling problems severity in young adults.

AIMS: Trait impulsivity and trait rumination appear to uniquely contribute to problem gambling. However, only a limited number of studies have investigated their relationship with each other, and no study has tested whether their interplay could explain problem gambling. In this study, we aimed to examine these associations, especially focusing on the putative moderator role of gender. METHODS: The present study utilized data from the first wave of the Budapest Longitudinal Study, representatively surveying young adults. The final, weighted sample consisted of N = 1202 (649 men; mean age = 28.04 years; SD = 4.31) participants who reported gambling in the past year. Gambling severity was assessed by the Problem Gambling Severity Index (PGSI), trait impulsivity was measured by Barratt Impulsiveness Scale short form (BIS-R-10), while rumination was assessed by the short version of Ruminative Response Scale (RRS). RESULTS: Multiple linear regression analysis showed significant positive association between impulsivity and problematic gambling, and we found that both trait rumination and gender moderated this association, even after controlling for depressed mood, age, level of education, and subjective relative wealth. For men, when the level of trait rumination was high, higher levels of trait impulsivity were associated with an increase in gambling problems. However, these associations were not found among women. CONCLUSIONS: Our results suggested that the interplay of trait rumination and trait impulsivity might contribute to problem gambling, potentially by the impulsive desire to alleviate negative mood states. Our results also revealed that these associations could be stronger among men than in women.

Keeping you connected or keeping you addicted? Weekly use of social media platforms is associated with hazardous alcohol use and problem gambling among adults.

AIMS: A wide variety of social media platforms exist, each offering tailored solutions to attract specific target audiences based on their social media needs and interests. This diversity may pose a risk factor for the development or perpetuation of harmful behaviors. Research has established a connection between social media use and increased health risk behaviors. This six-wave exploratory longitudinal study investigated the associations between active social media use, hazardous alcohol use, and problem gambling among adult social media users. METHODS: Data were collected via surveys in 6-month intervals, starting in March-April 2021 (T1: N = 1530; Mage = 46.67; SD = 16.42; 50.33% male). Of the T1 respondents, 58.10% participated in T6 (n = 889). Measures included the frequency of use of different social media platforms, the 3-item Alcohol Use Disorders Identification Test (AUDIT-C), and the Problem Gambling Severity Index (PGSI). Hybrid multilevel regression models were used for analyses. RESULTS: We found positive within-person effects of weekly Facebook use and between-person effects of weekly use of Facebook, TikTok, and gambling-related online communities on drinking. These results suggest an increase in hazardous alcohol consumption over time among the platforms' active users. Weekly Instagram use had a negative between-person effect on hazardous alcohol use. Individuals using TikTok or gambling communities weekly were more prone to problem gambling compared to non-weekly users. CONCLUSIONS: There are risks involved in the active use of some social media services among adult users. Prevention work, including digital health interventions, should be targeted according to the appropriate user group.

Increased ventral anterior insular connectivity to sports betting availability indexes problem gambling.

With the advent of digital technologies, online sports betting is spurring a fast-growing expansion. In this study, we examined how sports betting availability modulates the brain connectivity of frequent sports bettors with [problem bettors (PB)] or without [non-problem bettors (NPB)] problematic sports betting. We conducted functional connectivity analyses centred on the ventral anterior insular cortex (vAI), a brain region playing a key role in the dynamic interplay between reward-based processes. We re-analysed a dataset on sports betting availability undertaken in PB (n = 30) and NPB (n = 35). Across all participants, we observed that sports betting availability elicited positive vAI coupling with extended clusters of brain activation (encompassing the putamen, cerebellum, occipital, temporal, precentral and central operculum regions) and negative vAI coupling with the orbitofrontal cortex. Between-group analyses showed increased positive vAI coupling in the PB group, as compared with the NPB group, in the left lateral occipital cortex, extending to the left inferior frontal gyrus, the anterior cingulate gyrus and the right frontal pole. Taken together, these results are in line with the central assumptions of triadic models of addictions, which posit that the insular cortex plays a pivotal role in promoting the drive and motivation to get a reward by 'hijacking' goal-oriented processes toward addiction-related cues. Taken together, these findings showed that vAI functional connectivity is sensitive not only to gambling availability but also to the status of problematic sport betting.

The association between health-related quality of life and problem gambling severity: a cross-sectional analysis of the Health Survey for England.

BACKGROUND: Problem gambling can lead to health-related harms, such as poor mental health and suicide. In the UK there is interest in introducing guidance around effective and cost-effective interventions to prevent harm from gambling. There are no estimates of the health state utilities associated with problem gambling severity from the general population in the UK. These are required to determine the cost-effectiveness of interventions. This study aims to use an indirect elicitation method to estimate health state utilities, using the EQ-5D, for various levels of problem gambling and gambling-related harm. METHODS: We used the Health Survey for England to estimate EQ-5D-derived health state utilities associated with the different categories of the Problem Gambling Severity Index (PGSI), PGSI score and a 7-item PGSI-derived harms variable. Propensity score matching was used to create a matched dataset with respect to risk factors for problem gambling and regression models were used to estimate the EQ-5D-derived utility score and the EQ-5D domain score whilst controlling for key comorbidities. Further exploratory analysis was performed to look at the relationship between problem gambling and the individual domains of the EQ-5D. RESULTS: We did not find any significant attributable decrements to health state utility for any of the PGSI variables (categories, score and 7-item PGSI derived harms variable) when key comorbidities were controlled for. However, we did find a significant association between the 7-item PGSI derived harms variable and having a higher score (worse health) in the anxiety/depression domain of the EQ-5D, when comorbidities were controlled for. CONCLUSIONS: This study found no significant association between problem gambling severity and HRQoL measured by the EQ-5D when controlling for comorbidities. There might be several reasons for this including that this might reflect the true relationship between problem gambling and HRQoL, the sample size in this study was insufficient to detect a significant association, the PGSI is insufficient for measuring gambling harm, or the EQ-5D is not sensitive enough to detect the changes in HRQoL caused by gambling. Further research into each of these possibilities is needed to understand more about the relationship between problem gambling severity and HRQoL.

Unmasking Risky Habits: Identifying and Predicting Problem Gamblers Through Machine Learning Techniques.

The use of machine learning techniques to identify problem gamblers has been widely established. However, existing methods often rely on self-reported labeling, such as temporary self-exclusion or account closure. In this study, we propose a novel approach that combines two documented methods. First we create labels for problem gamblers in an unsupervised manner. Subsequently, we develop prediction models to identify these users in real-time. The methods presented in this study offer useful insights that can be leveraged to implement interventions aimed at guiding or discouraging players from engaging in disordered gambling behaviors. This has potential implications for promoting responsible gambling and fostering healthier player habits.

Gambling and Migration - The Role of Culture and Family.

Problem gambling (PG) is a public health concern with severe repercussions for the individual, concerned significant others and the society. Foreign borns generally gamble less but are overrepresented among those with PG. Previous research has suggested that other factors, such as socio-economic status, might explain this, but also that cultural factors might play a role in the relationship to gambling and the development of PG. This qualitative study using content analysis investigates the experiences of and opinions about gambling and PG among 12 males living in Sweden with a migrant background in Afghanistan, the Middle East and North Africa. The results were show that the acculturation process could be a factor in developing PG, as well as a cultural values regarding money and wealth. PG was seen as more stigmatized in the origin country, and the family played a more important role in the rehabilitation of PG compared to the general population. The results of this study could be used to inform preventive and clinical programs to better reach people with a migrant background.

Shallow Value Weighting Predicts Problem Gambling: A Parameter Estimation Analysis Using Cumulative Prospect Theory.

Problem gambling is a non-substance-based addictive disorder that can cause significant distress and dramatic consequences. Despite extensive research in neuroscience and clinical/social psychology, few contributions have been made from formal models of behavioural economics. We apply Cumulative Prospect Theory (CPT) to provide a formal analysis of cognitive distortions in problem gambling. In two experiments, participants made decisions between pairs of gambles and completed a standard gambling assessment. We estimated the parameter values specified by CPT for each participant and used those estimates to predict gambling severity. In Experiment 1, severe gambling behaviour was associated with a shallow valuation curve, a reversal of loss aversion, and decreased influence of subjective value on decisions (i.e., more noise or variability in preference). Experiment 2 replicated the effect of shallow valuation but did not demonstrate reversed loss version or noisier decisions. Neither experiment provided evidence of differences in probability weighting. We explore implications of the findings and conclude that problem gambling at least partially reflects a fundamental distortion to subjective valuation.

Much Ado About Nothing? The Role of Land-Based Gambling Venue Employees in Facilitating Problem Gambling Harm Reduction and Help-Seeking.

Over the past decade, greater emphasis has been placed on the role of the land-based gambling industry to respond to problem gambling behaviour in their venues. Despite this, there is a lack of clear information advising best practice responses by gambling venue employees. This article reviews strategies, practices, and policies employed by land-based gambling venues concerning their employees' role in preventing gambling-related harm and responding to problem gambling behaviours. A systematic search strategy was applied to source peer-reviewed literature which identified 49 articles. The synthesised results were arranged and presented across five categories: (1) the identification of gamblers with potential problems in the venue; (2) gambling venue staff responses to gamblers with potential problems; (3) gamblers' perspectives around venue responsibilities and interactions with gamblers with potential problems; (4) corporate social responsibility programs and the identification of gamblers with problems in the venue; and (5) gambling venue staff needs. The results suggest that most activity performed by venue staff concerning their response to problem gambling is limited to observing and documenting risky behaviours and then discussing this internally with other venue staff. Action which moves beyond this, such as approaching and interacting with identified gamblers of concern, rarely occurs. The results of this review suggest that a focus on the identification and intervention specifically with identified gamblers of concern is a particularly unhelpful aspect of the role of venue staff. The results also indicate that a re-thinking of the role frontline staff play in addressing problem gambling is necessary.

Anticipated Motives for Gambling Treatment in Adults from the U.S.

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.

Gambling in a U.S. Census Matched Sample: Examining Interactions between Means and Motives in Predicting Problematic Outcomes.

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.

Mediating Effect of Perceived Personal Luck in the Relationship Between Narcissism and Problem Gambling in Strategic Gamblers: An Exploratory Study.

Gambling is becoming increasingly frequent among the French population, which has led to an increased number of individuals exhibiting problematic gambling patterns. Studies have found links between narcissism and cognitive distortions in relation to problem gambling, specifically among strategic gamblers, but none has tested perceived personal luck as one type of cognitive distortion in this regard. This study's purpose was to explore the relationship between narcissism, perceived personal luck and problem gambling among strategic gamblers, and to test for the mediating role of perceived personal luck in the relationship between narcissism and problem gambling. A total of 88 regular strategic gamblers were included (mean age = 37.8), with 49 non-problematic gamblers and 39 problematic gamblers. Participants completed the Problematic Gambling Severity Index, the Narcissistic Personality Inventory, and the Personal Luck Usage Scale. Results showed a significant relationship between narcissism and problem gambling, but no significant link between perceived personal luck and problem gambling and no significant mediation effect of perceived personal luck. These results may indicate a strong perception of personal skills compared to a weak perception of personal luck among problem gamblers of strategic games. This study emphasizes the importance of addressing types of gambling and types of cognitive distortions when investigating problem gambling.

Why You Gamble Matters: A Systematic Review and Meta-analysis of the Association Between Gambling Motivation and Problem Gambling.

The propensity for individuals to experience problem gambling (PG) varies depending on their motivation to gamble. The present meta-analysis assessed the effect sizes associated with various gambling motives identified in representative population samples. Studies were sourced through PsycINFO, PudMed, and databases maintained by the Alberta Gambling Research Institute and the Greo Evidence Insights. Quantitative studies and technical studies were included if they reported on gambling motivation as a correlate of PG; were published in English, French, or Spanish; used valid and reliable measures PG as an outcome variable; and targeted the general adult population. A random effects meta-analysis was conducted to estimate pooled odds ratios. A total of 26 studies were included from 17 jurisdictions, with most studies conducted in Canadian provinces (k = 17) or specific states of the United States (k = 7). Number of participants varied, depending on the gambling motivation analyzed, and ranged from 2,835 to 51,685. Fourteen unique motives were identified with odds ratios ranging from 0.53 (95% CI, 0.45, 0.63) for gambling for charity to 6.20 (95% CI, 3.83, 10.05) for the motive "to be alone", with high study heterogeneity being observed for many gambling motives, given variability in important study characteristics. The results generally indicate that coping motives were associated with large effect sizes, enhancement motives with medium effect sizes, and all other motives with small or nil effects. Coping motives are on par with other strong risk factors such as participation in online gambling or electronic gaming machines, and are therefore important elements to consider when screening for PG or designing public health messages.

Facing up to Problem Gambling: Tracing the Emergence of Facial Recognition Technology as a means of Enforcing Voluntary Self-Exclusion.

Computer technology has long been touted as a means of increasing the effectiveness of voluntary self-exclusion schemes - especially in terms of relieving gaming venue staff of the task of manually identifying and verifying the status of new customers. This paper reports on the government-led implementation of facial recognition technology as part of an automated self-exclusion program in the city of Adelaide in South Australia-one of the first jurisdiction-wide enforcements of this controversial technology in small venue gambling. Drawing on stakeholder interviews, site visits and documentary analysis over a two year period, the paper contrasts initial claims that facial recognition offered a straightforward and benign improvement to the efficiency of the city's long-running self-excluded gambler program, with subsequent concerns that the new technology was associated with heightened inconsistencies, inefficiencies and uncertainties. As such, the paper contends that regardless of the enthusiasms of government, tech industry and gaming lobby, facial recognition does not offer a ready 'technical fix' to problem gambling. The South Australian case illustrates how this technology does not appear to better address the core issues underpinning problem gambling, and/or substantially improve conditions for problem gamblers to refrain from gambling. As such, it is concluded that the gambling sector needs to pay close attention to the practical outcomes arising from initial cases such as this, and resist industry pressures for the wider replication of this technology in other jurisdictions.

Applying the Canadian Low-Risk Gambling Guidelines to Gambling Harm Reduction in England.

There is a need for evidence-based guidelines for gamblers who wish to reduce their risk of harm by setting self-directed limits on their gambling. Recognizing this, the Canadian Low-Risk Gambling Guidelines were developed using data from 8 countries to establish the relationship between gambling behaviour and harm. The guidelines include recommended limits on gambling spending as a percentage of income, gambling frequency, and number of types of games played. However, the developers of the LRGG's did not include UK data in their analysis. This study analyzes data from Health Survey England to assess the applicability of the Canadian Low-Risk Gambling Guidelines to gamblers in England. Using HSE data from 2016 to 2018, we generated risk curves for the relationship between 2 dimensions of gambling behaviour-frequency of gambling sessions and number of types of games played-and gambling harm. We defined harm as a score of 1 or above on the Problem Gambling Severity Index. HSE does not include questions on gambling spending, therefore this was not assessed. The relationship observed between frequency and types of gambling and harm among HSE respondents was similar to the risk curves generated for the development of the Canadian LRGG's. Gamblers in England who gambled twice weekly or more, or who played 3 or more types of games, were significantly more likely to experience harm from gambling than those who gambled below these limits. The Canadian LRGG's may potentially be applied to gambling harm reduction efforts in England. More research is needed to determine the acceptability of these guidelines to people who gamble in England.

Simulated Gambling: An Explorative Study Based on a Representative Survey.

Gambling usually involves wagering real money but can also be conducted with virtual money, chips, or coins. This phenomenon is sometimes referred to as simulated gambling, social gambling, or play money gambling. This study explores correlations and transitions between simulated gambling and real money gambling with an emphasis on gambling-related harms and public health concerns. The analysis is based on a national representative survey of 46,136 German Internet users which included 5,191 real money online gamblers (RMG), 54% of whom had also participated in simulated gambling (SG). The data set is divided into subsamples based on participation in SG to carve out significant differences in these groups in regard to various socio demographics, gambling patterns, and gambling problems. Regression models are used to predict RMG frequency, participation in SG, SG participation frequency, and problem gambling. The results show a clear proximity between SG and RMG with 17% of the total sample and 54% of problem gamblers reporting being "quite sure" or "certain" that simulated gambling had led them to gambling with real money. While 7% of individuals that engaged exclusively in RMG showed gambling problems, the rate is 33% for those that engaged in both RMG and SG. Regression results provide further evidence of a relationship between SG and problem gambling, although with differing effect sizes for different game forms. We argue that SG can be both a substitute and a primer for RMG, especially for problem gamblers.

Gambling Harm Experienced by Children Exposed to Parental Gambling: An Online Survey of Australians.

Although child wellbeing is known to be negatively affected by gambling, relatively little is known about the specific harms experienced by children exposed to parental gambling problems. The current study aimed to better understand gambling harm directly attributed to regular parental gambling in key areas of child wellbeing: financial, psychological, interpersonal wellbeing and intergenerational transmission of problem gambling. Using data from a national survey of Australian adults exposed to parental gambling under the age of 18 (n = 211), the results show that parental gambling was related significant levels of financial harm, abuse, neglect as well as relational and psychological problems as a direct result of parental gambling. The likelihood of experiencing gambling harms was positively associated with parental problem gambling severity. Harmful impacts of parental gambling as a child were also associated with a range of psychological problems in adulthood including depression, anxiety, Post-Traumatic Stress Disorder and intimate partner violence victimisation. Parental problem gambling severity was negatively associated with own lifetime gambling problems, suggesting a specific pattern of intergenerational transmission of problem gambling in children of regular, or heavy, gamblers. This research highlights the need for more supports for families with children in which at least one parent gambles regularly.

Gambling in Older Adulthood: Longitudinal Associations Between Stressful Life Events, Individual, and Social Factors.

Older adults are receiving increased attention in gambling research, in part because gambling and related problems appear to be increasing in this population. To date, little or no research has examined the complexities of gambling and later-life circumstances, including life events, and individual and social factors. This study utilized longitudinal data (5 waves) from older adults (60 + ; N = 670) in the Quinte Longitudinal Study (Williams et al., in: The Quinte longitudinal study of gambling and problem gambling 2006-2011, Bay of Quinte region, Ontario, 2014). Longitudinal multilevel models examined between- and within-person effects of stressful life events on gambling frequency and Problem Gambling Severity Index (PGSI) scores, and the possible moderating role of individual (age, gender, mental health, physical health) and social variables (marital status, social support) on this relationship. Results of the final model showed significant effects (p < .01) for linear time (PGSI scores declined across waves; ß = - .06); gender (women's mean PGSI greater than men's; γ = .26); social support (less support associated with greater PGSI; γ = .05); and an interaction between age and stressful life events (effect of stressful events on PGSI is lesser with greater age; γ = - .02). Simple slopes (at mean age of 66 at wave 1, and ± 1SD) showed that at 61 (γ = .35) and 66 years (γ = .23), mean PGSI scores were greater with each additional stressful life event; there was no significant effect for stressful events at age 71. These findings suggest women, those with less social support, and greater stressful life events may be at greater risk of problem gambling, while greater age weakens the effect of stressful events and problem gambling.

Internet, App-Based, and Casino Gambling: Associations Between Modality, Problem Gambling, and Substance Use.

Technology-based gambling prevalence is not well understood since relevant questions are not included in health and disease surveillance studies. The current study sought to estimate the prevalence of internet-based and smartphone app-based gambling, along with casino gambling, in a sample of U.S. young adults and determine if gambling modality was associated with problem gambling symptoms or substance use. The 2022 Rhode Island Young Adult Survey included N = 1,022 students between the ages of 18 to 25 years old who had lived in Rhode Island, with n = 414 lifetime gamblers (40.5%) included in this study. Odds of gambling via a smartphone app and on the internet, respectively, were greater in heterosexual cis-males compared to heterosexual cis-females (OR[95%CI] = 3.14 [1.25,7.91]; OR[95%CI] = 6.30 [2.05,19.3]). Internet gambling amongst employed students was less common than among those who were not a student and not employed (OR[95%CI] = 0.25 [0.06,1.00]). Odds of problem gambling symptoms were higher among those who gambled via a smartphone app (OR[95%CI] = 3.23 [1.21,8.60]). All forms of gambling were associated with alcohol consumption, although the strength of the association was stronger in app and internet gamblers. Casino gamblers were more likely to be high risk marijuana and illicit drug users. The rising availability of app gambling coupled with its social, psychological, and cultural context may presents an alternative pathway to problem gambling. Bans on internet gambling and/or strict guidelines on the frequency of wagers and cash placed per wager, should be considered as viable methods to mitigate associated consequences.

Assessing the Link Between General Causality Orientations and Problem Gambling, and the Mediational Role of Nonattachment, Greed, and Anhedonia.

Gambling is common in the US, yet nearly one in three players experience gambling-related problems. Using Self-Determination Theory, this study explores how three causality orientations-autonomous, controlled, and impersonal-affect the severity of problem gambling. The study further investigates the mediating roles of nonattachment, dispositional greed, and anhedonia to illuminate how these orientations relate to problem gambling. The data from 675 participants (59% male; Mean age = 40.4 years, SD = 12.9) via Amazon's Mechanical Turk were collected following a screening procedure to identify at-risk players. Findings showed that dispositional greed mediated the impact of a controlled orientation on problem gambling severity, while anhedonia mediated the effect of impersonal orientation. Unexpectedly, nonattachment did not explain the effect of autonomous orientation on problem gambling, though a negative association was still observed. This research enhances understanding of how individual differences and causality orientations contribute to problem gambling behavior. The implications are discussed.

Problem Gambling and Suicidal Behaviours in Young Adult men in Ghana: A Moderated Mediation Model of Psychological Distress and Social Support : Journal of Gambling Studies.

Problem gambling has been recognised as an important public health issue because of its harmful consequences at the personal, interpersonal, and societal levels. There is a proliferation of gambling activities in Ghana owing to increased access to the internet, soaring smartphone penetration, and an influx of sports betting companies. Yet, very little research has addressed the harm associated with problem gambling in Ghana. This study assessed if the effect of problem gambling severity on suicidal behaviours (ideation, planning, and attempts) through psychological distress is contingent on the level of perceived social support. A total of 350 young adult men in the Greater Accra Region of Ghana provided the data for the current analysis. The data were analysed using a moderated mediation approach. The results showed that psychological distress is an important intervening mechanism through which problem gambling severity influences suicidality. In addition, the positive association between psychological distress and suicidal behaviours was found to be conditional on the levels of perceived social support. In other words, our results showed that problem gambling may first trigger episodes of psychological distress, which, in turn, can lead to suicidality among problem gamblers who report low to moderate levels of perceived social support. Our findings suggest that young adult problem gamblers require higher levels of social support from family, friends, and significant others to prevent those experiencing psychological distress from engaging in suicidal behaviours.