Risk Of Problem Gambling Research Articles

Gambling participation and risk after COVID-19: Analysis of a population representative longitudinal panel of Australians.

The impact of the COVID-19 pandemic on gambling participation and levels of gambling harm across populations during the pandemic is now addressed in a well-established body of empirical literature. This study aimed to measure the longer-term implications of COVID-19 on gambling participation and levels of gambling harm. Population-based cohort study using group-based trajectory modelling. Australia, using gambling participation, problem gambling risk, sociodemographic and psychosocial data from 2019 (pre COVID-19), 2020, 2021 (during COVID-19) and 2023 (post COVID-19). A population representative survey of Australian adults, including four waves collected in April 2019 (n = 2054), November 2020 (n = 3029), October 2021 (n = 3474) and January 2023 (n = 3370), with a subset (n = 3160) of the sample having longitudinal data available. Participants were asked which gambling activities they participated in over the past 12 months for money. Problem gambling risk was measured by the nine-item Problem Gambling Severity Index (PGSI). There was an overall reduction in gambling participation during COVID-19 and return to pre-pandemic levels for most gambling activities by 2023. The longitudinal analysis yielded four trajectories of gambling participation from 2019 to 2023, including individuals who (1) never gambled (25.0% of the longitudinal sample; n= 789); (2) engaged in non-problematic gambling (59.8%; n= 1888); (3) ceased gambling during COVID-19 and started again post pandemic (10.7%; n= 337); and (4) engaged in high risk gambling (4.6%; n= 146), with particular demographic and psychosocial profiles and patterns of participation in specific gambling activities related to these trajectories. Although overall gambling participation rates decreased at the population level in Australia during COVID-19, by 2023 participation in gambling appeared to have nearly returned to pre-pandemic levels. Patterns of gambling behavior before, during and after the pandemic appear to be heterogeneous.

Psychometric Validation of the Gambling Craving Scale in a Treatment-Seeking Sample.

The Gambling Craving Scale (GACS) is a multifaceted measure of gambling craving. Initial validation work by Young and Wohl (2009) in university student samples showed that the GACS had a three-factor structure capturing dimensions of Desire, Anticipation, and Relief. Despite its potential clinical utility as a measure of craving, the GACS has yet to be validated in people seeking treatment for gambling problems. Accordingly, we examined the psychometric properties in a sample of people (N = 209; Mage = 37.66; 62.2% female) participating in a randomized controlled trial testing a novel online treatment for problem gambling. We predicted the GACS would have a three-factor structure. In addition, we also examined measurement invariance across sex and problem gambling risk status. Finally, we assessed concurrent validity of the factors with other measures of problem gambling severity and involvement. Exploratory structural equation modeling findings supported a three-factor structure that was invariant across the groups tested. Each of the Desire, Anticipation, and Relief subscales were significant positive predictors of problem gambling severity and symptoms, and some form of gambling behaviour. Findings show the GACS is a promising scale to assess multidimensional craving experiences among people in treatment for gambling problems.

Longitudinal gambling risk transitions: evidence from a nationally representative Australian sample

Aims Problem gambling has downstream consequences on individuals, families and the community. While a strong research base now exists on predictors and outcomes of problem gambling risk and severity, few studies have examined the transitions in gambling risk status over time, and factors associated with these transitions. Methods The current study addresses this knowledge gap by examining gambling transitions using two waves of longitudinal, population-representative Australian data (N = 12,364) collected in 2015 and 2018. Focal to our approach is the assessment of predictors of gambling risk status including demographics, and key psychosocial factors that might attenuate the risk of transition into more severe gambling. Results The results show significant stability in gambling risk over time, particularly among individuals who reported no or low gambling risk. Gambling risk transitions were more likely to occur toward less severe than more severe levels of gambling. Furthermore, gambling problems tended to persist in more severe levels of gambling risk. Financial hardship, younger age, male gender, experience of hardship, lower levels of educational attainment, chronic health conditions, risky levels of alcohol consumption, living in low SES areas, and low sense of mastery were associated with transitions from low to more severe gambling over the three-year period. There were no significant predictors of transitions to lower levels of gambling risk in the current data. Conclusions Our findings can help inform public health interventions by better targeting individuals at elevated risk for more severe gambling over time, and we outline a method for analyzing transitions in longitudinal datasets that can be applied in future studies in addiction.

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.

Problem Gambling and Sexual Minority Individuals: Evaluating Influence of Age and Comorbid Mental Health and Substance Use Problems.

Little is known about the prevalence of problem gambling among sexual minority individuals. The present study utilized an epidemiological sample, including individuals identifying as lesbian, gay, bisexual, asexual, and pansexual, to explore gambling behavior and problems and associated mental health and comorbid conditions that may contribute to elevated risk. Bivariate comparisons found that sexual minority individuals had higher rates of problem gambling, alcohol and substance use problems, anxiety, depression, and a wide range of problem behaviors (e.g., binge eating, prostitution, excessive video gaming) than heterosexuals. In a logistic regression, age moderated the relationship between sexual minority status and problem gambling, such that the risk for high-risk problem gambling increased with age for sexual minority individuals while it decreased for heterosexuals. Additionally, a logistic regression of sexual minority individuals who gamble found anxiety (OR = 3.80, 95% CI = 1.03, 13.97) and drug problems (OR = 8.57, 95% CI = 1.79, 41.05) predicted high-risk problem gambling. Findings suggest that prevention and screening protocols are needed in systems accessed by sexual minority individuals, particularly those middle age and older, as well as in settings where anxiety and substance use disorders are treated.

The Dynamics of Psychological Distress in the Trajectory of At-Risk and Problem Gambling: Results from a Prospective Population-Based Longitudinal Study in Australia

AbstractThis study employed parallel growth curve modelling to examine the changes in both psychological distress and at-risk and problem gambling as a development process. We used a prospective longitudinal population-based study to provide further insights beyond treatment samples and cross-sectional studies. A secondary data analysis was conducted by extracting a sample of 3460 Victorian adults from the Victorian Gambling Study 2008–2011. Findings suggested that psychological distress was a consistent risk factor for at-risk and problem gambling, as measured by the problem gambling severity index (PGSI), after controlling for other risk factors such as sex, age, histories of at-risk and problem gambling, and the experience of trauma. A more rapid increase in psychological distress over time was related to a more rapid increase in the PGSI trajectory. It is concluded that this study supports a positive association in the development trends of problem gambling severity and psychological distress in individuals who engaged in gambling. The association persists after adjusting for histories of gambling problem risk and the experience of trauma in life. The implications of the study suggest addressing the comorbidity of problem gambling risk and psychological distress in treatment and prevention, and the development of dual-diagnosis treatment programs.

The relative risks of different forms of sports betting in a U.S. sample: A brief report

BackgroundThe 21st century has brought substantial changes to the manners in which people gamble and the types of things on which people gamble. These changes are particularly stark in the United States, where, over the past five years, sports betting has gone from being legal in only one location to being legal throughout the majority of the country, often via mobile applications and online betting websites. MethodIn March of 2022, a sample of the U.S. population (n = 2806, Mage[SD] = 48.9[17.2]; 1365[48.6%] men; response rate = 87.6%) and an oversample of sports-wagering adults in the U.S. (n = 1557, Mage[SD] = 41.7[15.3]; 1043[67%] men; response rate = 78.7%) were recruited via YouGov. Participants completed measures of gambling activities, including various forms of sports betting, as well as measures of problem gambling activities. ResultsIn general, people who gamble on sports, when compared to people who do not bet on sports, reported greater frequency of gambling engagement (averaging between monthly and weekly play),a wider variety of gambling activities (with the majority reporting past year engagement in four or more gambling activities), and higher rates of problem gambling. Multinomial logistics regression revealed no distinct associations between any specific form of sports gambling and higher risk, instead demonstrating that breadth and depth of gambling engagement were the best predictors of high-risk gambling behaviors. ConclusionsIn general, sports gambling is broadly associated with greater engagement in both breadth of gambling activities and frequency of gambling play. Additionally, people who gamble on sports seem to be at higher risk of problem gambling than people who do not bet on sports. However, in analyses controlling for breadth and depth of gambling activities, these links are attenuated, suggesting that the risks associated with sports gambling behaviors are related to the greater degree of gambling engagement.

Two for the GOES: Exploring Gambling Outcome Expectancies Scores Across Mixed and Offline-Only Gamblers in Relation to Problem Gambling Risk Status

As online gambling becomes more prevalent, understanding the motives of online gamblers has become a key focus for research and practice. The aim of this study was to understand differences in gambling-related outcome expectancies between mixed (both online and offline) gamblers and offline-only gamblers, by incorporating gambling harm risk categories from the problem gambling severity index (PGSI). This study comprised a secondary data analysis of the 2015 Northern Territory Gambling Prevalence and Wellbeing Survey. A sample of 1207 individuals in the Northern Territory who had reported gambling at least once in the previous 12 months were used in the analyses. General linear and structural equation modelling were used to ascertain differences in gambling outcome expectancies, in relation to gambling modality (i.e., mixed, offline-only) and PGSI scores. Mixed gamblers tended to score higher on all outcome expectancies than their offline-only counterparts. Outcome expectancy scores were higher in individuals in higher-risk PGSI categories. The escape outcome expectancy was dependent on both modality and risk category. Invariance testing of a low and problem gambling risk subsample revealed differential relationships for both the escape and excitement outcome expectancies for mixed and offline-only gamblers. The results provide an important contribution to the existing literature regarding motivation and outcome expectancies in relation to gambling modality and problem gambling severity. The findings highlight the importance of considering both gambling outcome expectancies and modality when considering problem gambling.

Young male athletes at risk for problem gambling: Findings from a cross-sectional study in Sweden.

Previous research has shown that male athletes at the elite level in Sweden have a higher proportion of gambling problems than the average male population in the country. However, there is a knowledge gap in the prevalence of gambling problems among young athletes. To address this gap, this study aimed to explore gambling behavior among young athletes and to examine the associations between individual and environmental factors and problem gambling. The cross-sectional survey comprised questions from the Problem Gambling Severity Index and the Alcohol Use Disorders Identification Test, in addition to self-constructed items on individual and environmental factors. The data were derived from a sample of 1,636 students from the National Sports Education Program (NIU) and 816 grassroots athletes of the same age (16-20 years old). The results showed that male athletes had a higher prevalence of problem gambling compared to female athletes, and that a large proportion of male athletes had gambled during school hours. The prevalence of problem gambling was almost zero for women. The prevalence of problem gambling among male athletes over 18 years of age was 9% in NIU athletes and 3.6% in grassroots athletes, while for men under 18 years of age, the prevalence was 4.9% in NIU athletes and 1.3% in grassroots athletes. The study highlights the importance of considering contextual factors such as the school and team environment in preventing problem gambling among young male athletes.

Using machine learning to retrospectively predict self-reported gambling problems in Quebec.

Participating in online gambling is associated with an increased risk for experiencing gambling-related harms, driving calls for more effective, personalized harm prevention initiatives. Such initiatives depend on the development of models capable of detecting at-risk online gamblers. We aimed to determine whether machine learning algorithms can use site data to detect retrospectively at-risk online gamblers indicated by the Problem Gambling Severity Index (PGSI). Exploratory comparison of six prominent supervised machine learning methods (decision trees, random forests, K-nearest neighbours, logistic regressions, artificial neural networks and support vector machines) to predict problem gambling risk levels reported on the PGSI. Lotoquebec.com (formerly espacejeux.com), an online gambling platform operated by Loto-Québec (a provincial Crown Corporation) in Quebec, Canada. N = 9145 adults (18+) who completed the survey measure and placed at least one bet using real money on the site. Participants completed the PGSI, a self-report questionnaire with validated cut-offs denoting a moderate-to-high-risk (PGSI 5+) or high-risk (PGSI 8+) for experiencing past-year gambling-related problems. Participants agreed to release additional data about the preceding 12 months from their user accounts. Predictor variables (144) were derived from users' transactions, apparent betting behaviours, listed demographics and use of responsible gambling tools on the platform. Our best classification models (random forests) for the PGSI 5+ and 8+ outcome variables accounted for 84.33% (95% CI = 82.24-86.41) and 82.52% (95% CI = 79.96-85.08) of the total area under their receiver operating characteristic curves, respectively. The most important factors in these models included the frequency and variability of participants' betting behaviour and repeat engagement on the site. Machine learning algorithms appear to be able to classify at-risk online gamblers using data generated from their use of online gambling platforms. They may enable personalized harm prevention initiatives, but are constrained by trade-offs between their sensitivity and precision.

Social norms and goal-setting interventions to promote responsible gambling in low-to-moderate online gamblers: protocol for a four-arm randomised controlled feasibility study

IntroductionGambling is increasingly recognised as an important public health issue. Problem gambling is associated with highly negative impacts on physical, psychological and social well-being, not only for those who gamble...

Association between gambling and financial trading: A systemic review.

Background: Financial trading is often categorized separately from traditional forms of gambling (e.g., blackjack, poker, lottery, slot machines), as it is often viewed from an investing lens. However, the arbitrary line separating investing from gambling has become increasingly questioned, especially as it relates to high-risk trading behaviors (e.g., day trading, trading on margin) and riskier financial assets (e.g., options, cryptocurrencies). Further, the risk of gambling-related harms among financial traders appears to be amplified by new financial technologies, which have increased access to riskier financial assets and have encouraged riskier trading behaviors. Thus, the aim of the present study is to systematically review the literature assessing problem gambling among financial traders as well as the association between financial trading frequency and problem gambling. Methods: Twelve articles from three databases (SCOPUS, PsycINFO, and Web of Science) met the inclusion criteria, and were reviewed. Results: The prevalence of problem gambling was generally higher among individuals who engage in trading financial products, but rates varied substantially (1.4% to 47.2%) due in large part to differences in the study population, the problem gambling measures used, and the cutoff scores employed. Similarly, financial trading frequency was consistently associated with more severe problem gambling, but the strength of these associations ranged across studies. Conclusion: Collectively, while findings from these studies suggest that financial traders are at greater risk for problem gambling, it is evident that trading riskier assets and engaging in riskier trading behaviors place individuals at a substantially greater risk for problem gambling. Recommendations for future research include focusing on at-risk populations, practical implications for the intervention and policy, and emerging issues of digital technologies.

Understanding adolescent esports bettors: Are they a homogeneous group?

With the rapid rise of competitive video gaming (esports), increased attention has been placed on understanding the profiles of youth who wager on esports. With adolescents being at increased risk of gambling problems and endorsing high rates of past year engagement in video games, there is a need for research investigating psychological and social correlates of adolescent esports bettors and to identify whether youth who engage in esports betting are a homogenous group. Survey responses were collected from 5,997 high-school students (48.4 % male, Mage = 14.7 years [SD = 1.6], age range 12–17) from Wood County, Ohio, United States. A latent class analysis was conducted to identify subgroups of esports bettors based on self-reported measures of gambling frequency, risk for problem gambling, gaming frequency, disordered gaming, preference for virtual life and risky loot box use. Results indicated that 5.5 % of the sample reported esports betting over the past year. Four classes of esports bettors were identified which were indicative of a group of low-risk esports bettors, a group of esports bettors at risk of gaming problems, a group of esports bettors at risk of gambling problems, and a group of esports bettors at high risk of both gambling and gaming problems. Although no significant differences based on sex and age were noted between the classes, differences were noted in experienced childhood adversity, mental health symptoms and problem behavior severity. Results are discussed in line with previous findings relevant to adolescent and adult esports betting.

The reliability of attentional biases for gambling-related images in free-viewing eye-tracking paradigms

Attentional biases for gambling-related stimuli are a robust correlate of problem gambling. Free-viewing eye-tracking paradigms are considered the gold standard for measuring attentional bias in addiction research, but their reliability in measuring biases for gambling-related stimuli remains unclear. Using secondary data from two different free-viewing eye-tracking paradigms (two-image and four-image displays), this study examined the internal consistency of fixation indices in samples with varying degrees of gambling involvement and problem gambling risk. Cronbach’s alpha, McDonald’s omega, and split-half reliability coefficients were used to assess internal consistency of several fixation indices (total dwell time, total dwell time percent, total fixation count, time of first fixation) for gambling-related images, neutral images, and computed attentional bias difference scores. For both two- and four-image displays, internal consistency estimates for total dwell time, total dwell time percent, and total fixation count were good to excellent for gambling-related images, neutral images, and attentional bias scores. Only time of first fixation exhibited low internal consistency. These findings indicate that both two-image and four-image free-viewing eye-tracking paradigms can reliably measure attentional biases for gambling-related stimuli among participants reporting varying degrees of gambling involvement and problem gambling risk.

Loot box purchasing is associated with gambling and problem gambling when controlling for known psychological risk factors of gambling

Background A robust literature has found that loot box purchasing is associated with gambling and problem gambling. However, it remains unclear whether this association is merely an artifact of known psychological risk factors for gambling. The present study thus examined associations of loot box purchasing with gambling and problem gambling while controlling for potential psychological confounders. Methods Current gamers, recruited from five Canadian universities (N = 1189) and Academic Prolific and Reddit (N = 499), reported on loot box engagement, gambling engagement, and psychological characteristics. In each sample, binomial logistic regression analyses were used to examine the association between past-year loot box purchasing and likelihood of past-year gambling. Hierarchical linear regression analyses were used to examine the associations of each of past-year loot box purchasing and risky loot box engagement with problem gambling severity. Results In both samples, having purchased loot boxes in the past year was significantly associated with increased likelihood of having gambled in the past year and greater problem gambling severity. In the student sample, greater risky loot box engagement was significantly associated with increased problem gambling severity. Conclusions Consistent with previous research, there exist associations between loot box purchasing and gambling. Results suggest that these associations are robust to known psychological risk factors for gambling, reducing plausibility of the notion that the association between loot box purchasing and gambling exists only due to shared psychological vulnerabilities. Loot box purchasing represents an important marker of risk for gambling and problem gambling among people who play video games.

Unpacking the root causes of gambling in the Asian community: Contesting the myth of the Asian gambling culture.

Problem gambling is a public health issue both in the United States and internationally and can lead to mental health and socioeconomic concerns for individuals, families, and communities. Large epidemiological studies on problem gambling have neglected to include working-class, immigrant Asian Americans, who are at higher risk for problem gambling. The lack of data on Asian American gambling may explain a subsequent lack of culturally and linguistically appropriate treatment and prevention services. Additionally, the invisibility of Asian American data in published literature has helped to perpetuate a commonly held myth of an Asian gambling culture. This stereotype of the "Asian gambler" is a form of anti-Asian racism which serves to ignore and minimize the root causes of problem gambling in the Asian American community. Utilizing a community-based participatory research approach, 40 interviews were conducted with the local Khmer (n = 12), Chinese (n = 20), Korean (n = 3), and Vietnamese (n = 5) immigrant communities in the Greater Boston region to assess how problem gambling manifests in the local Asian community. Interviews were conducted in language by bilingual/bicultural community fieldworkers experienced in serving their respective communities. Flyers and social media were used to recruit participants. The interviews were coded into themes which provided a better understanding of the patterns of systemic issues contributing to problem gambling in the Asian American community. Interviewees provided insights into the underlying issues of poverty and social and cultural loss due to immigration as root causes for problem gambling in the Asian American community. The interviews indicate that many individuals in these Asian immigrant communities, who are striving to make a living off low-wage and stressful jobs, struggle to integrate into American society. They often lack culturally appropriate and accessible social and recreational activities, a void that casinos capitalize on through targeted behaviors. Research must address the social and structural barriers in the Asian American communities rather than relying on the "Asian gambler" stereotype and assuming interventions for a general American problem gambler will work for Asian immigrants. The research points to a need for gambling interventions and services that are centered on lived experiences.

Symptoms of Problem Gambling Among US Adults Who Wager on Sports

This survey study assesses levels of problem-gambling risk across 4 categories of sports-related wagering among US adults.

The Prevention of Adolescent Problem Gambling Through Probabilistic Reasoning: Evidence of the Intervention’s Efficacy

Preventive efforts are necessary to reduce the risk for problem gambling among adolescents, especially among more at-risk youth. However, only a small proportion of the preventive initiatives implemented in the field of adolescent problem gambling are based on robust theoretical models and have been evaluated in their efficacy. By referring to the dual-process model of human functioning, especially to the mindware concept, the goal of this study was to develop and evaluate a school-based preventive intervention based on teaching probabilistic reasoning ability and explaining biases in reasoning with probability. Indeed, research with adolescents found that poor probabilistic reasoning ability is associated with gambling-related cognitive distortions that, in turn, are a risk factor for problem gambling. The study aim was to reduce gambling-related distortions by working on the concept of randomness and probability. A pre- and post-test design was performed with 72 adolescents randomly assigned to a Training group and a No Training group. Results showed a significant reduction of cognitive distortions at the post-test only in the Training group. Findings suggest that teaching probability can serve to reduce the susceptibility to gambling-related distortions and should be pointed out in the training process of the intervention providers in the gambling field.

Not Too Much, Not Too Often, and Not Too Many: the Results of the First Large-Scale, International Project to Develop Lower-Risk Gambling Guidelines

AbstractUntil now, there has been no evidence-based, specific advice for people who gamble who want to reduce their risk of experiencing gambling harms. This paper presents the results from the first large-scale, comprehensive, international project to develop lower-risk gambling guidelines. Specifically, we calculated relative risk estimates to determine risk of harm across the range of possible limits for gambling frequency, expenditure, and number of types of gambling engaged in; conducted an online survey (n = 4583) of people who gamble to assess whether they understood and found credible the proposed quantitative limits; conducted a series of interviews and focus groups with people who gamble to assess self-control strategies and reactions to proposed quantitative limits; conducted a meta-analysis of problem gambling risk factors in the general population; and consulted with a pan-Canadian, multi-sectoral committee of stakeholders. Project outcomes were examined and deliberated by a working group of scientists who decided upon a set of recommendations for lower-risk gambling. This paper presents these recommendations.

Prediction of problem gambling by demographics, gaming behavior and psychological correlates among gacha gamers: A cross-sectional online survey in Chinese young adults.

ObjectiveThe objective of this study is to explore the association of problem gambling with demographics, psychological distress, and gaming behavior in young adult gacha gamers in Hong Kong.Materials and methodsCross-sectional data was collected in the first and fifth waves of COVID-19 pandemic in Hong Kong online. Participants who aged 18–25 years and had been playing gacha games over the past 12 months were recruited. Stepwise multiple regression was used to explore the association among risk of problem gambling, gaming behavior, participation in gaming activities and psychological distress. A two-sided p-value <0.05 was considered as statistical significance.ResultsThree hundred and thirty-seven completed questionnaires were received with no missing data. 34.7% (n = 117) of the participants had non/low-risk of problem gambling. About 40% (n = 136) of them had moderate-risk and the remaining 25% (n = 84) were at high risk of problem gambling. A higher proportion of female participants (78.6%) were found in high-risk group as compared to 39.7% and 55.6% only in the non/low-risk and moderate-risk groups, respectively. The regression model (R2 = 0.513, F = 71.895, p < 0.001) showed that 51.3% of the variance of the total problem gambling score could be explained by stress, anxiety, monthly expenses on gacha purchases, number of motives for gacha purchase and number of gambling activities engaged.ConclusionThe present study provides empirical evidence to support the association between problem gambling and microtransaction especially for gacha which is the most popular type of video game microtransaction in Asia. The established regression model suggests that gacha gamers with higher risk of problem gambling tend to have greater stress, higher anxiety level, spend more on gacha purchase, have more motives for gacha purchases and engage in more gambling activities. In contrast to the extant literature, higher proportion of female participants in high-risk group indicates that female gacha gamers are also at very high risk of becoming problem gamblers.