Predictors of gambling and problem gambling in Victoria, Australia

Examining the Role of Sports Betting Marketing in Youth Problem Gambling

BACKGROUND

Sports betting is becoming increasingly common among young people in the UK and Australia. There is a need to understand how the marketing of sports betting may influence risky and pathological gambling to inform policies aimed at reducing harm. This study examines whether sports betting advertising may predict problem gambling scores among young people, while accounting for non-marketing variables.

METHODS

We recruited 567 participants (53.1% male) aged 18-24 years from an online research panel. Participants were eligible if they had an active betting account and regularly bet on sports. We conducted a hierarchical regression analysis to examine whether four marketing-related measures (exposure to advertising, ad-driven betting decisions, use of betting inducements, and perceived susceptibility to betting inducements) could predict PGSI scores. We controlled for several demographic, psychological, and behavioural variables, including gender, gambling participation, spend per session, participation in in-play betting, normative beliefs about sports betting, and impulsivity.

RESULTS

The study revealed that sports betting marketing was positively associated with PGSI scores after controlling for non-marketing variables. Significant marketing predictors included ad-driven betting decisions and perceived influence from betting inducements. Other significant predictors included participation in non-sports betting gambling activities, spend per session, involvement in in-play betting, and the impulsivity trait of negative urgency.

CONCLUSION

Sports betting marketing appears to be implicated in young people's gambling problems. Specifically, young people who have gambling problems may be more likely to bet in response to advertising, and betting incentives may contribute to an intensification of their gambling behaviour. This study supports the implementation of regulations and restrictions on advertising as a measure to protect young problem gamblers.

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.

Exploring Socioeconomic, Demographic and Psychological Predictors of At-risk Gambling and Participation in Specific Gambling Activities: A Comparative Approach

In this research, we aimed to provide a comparative examination of at-risk gambling and four types of gambling activities from the standpoint of socioeconomic, demographic and psychological factors. Using data collected from 7,385 adults aged 18-64 from Serbia, we investigated how specific variables contribute to the likelihood of participation in lottery playing, sports betting, casino games, and slot games across the three time frames (lifetime, last year, and last month), and at-risk gambling. Logistic regressions revealed that male sex, ages 18 to 34, drug use, harmful alcohol use, and elevated levels of distress were significant predictors of participation in any point of life in sports betting, casino games, and slot games, and at-risk gambling. Secondary education, residing in an urban area, and harmful alcohol use predicted - across three time frames - the engagement in lottery playing, sports betting, and slot games playing, respectively. Smoking, and specifically heavy smoking, was shown to be predictive of lifetime participation in all types of gambling, while having single marital status and being unemployed emerged as the factors increasing the odds for the last-month slot games playing. Notably, the 18 to 24 age cohort turned out to be the most vulnerable part of the population, as they displayed the largest odds for at-risk gambling, and both lifetime and last-year involvement in sports betting, casino games, and slot games playing. This highlights the necessity of targeted public health interventions for the young adult population and people who experiment or already experience problems related to substance use.

Determinants of problem sports betting among college students: moderating roles of betting frequency and impulsive betting tendency

PURPOSE

Given the risk and increased incidence of problem betting for young adults, the purpose of the current study was to understand what influences college students' problem sports betting behavior using the theory of planned behavior (TPB).

METHODS

An institutional-based cross-sectional study was conducted. Data were collected from 311 college students in the U.S. using a survey questionnaire and primarily analyzed using the partial least squares structural equation modeling (PLS-SEM) technique to investigate the relationships between the study variables. In addition, multi-group SEM analyses were conducted to investigate the moderating roles of betting frequency and impulsive betting tendencies regarding sports betting.

RESULTS

The results suggested that college students' sports betting intentions (SBI) were associated with attitude towards sports betting, motivation to comply with others, and subjective norm, in this order, but not with perceived behavioral control (PBC). Problem sports betting (PSB) was significantly positively related to their SBI and negatively correlated with PBC. In addition, multigroup analyses found the moderating roles of betting frequency and impulsive betting tendency, especially in the relationship between SBI and PSB. The SBI-PSB relationship was stronger with the infrequent/low-betting group and low-impulse betting group, compared to the frequent/high-betting and high-impulse betting group.

CONCLUSION

Overall, the results highlighted the importance of peer influence and attitude formation concerning sports betting. Recognizing what influences PSB and the roles of habitual and impulse sports betting in this population are recommended in developing proper public health programs to mitigate PSB issues.

Characterization and prediction of gambling behavior in adolescents using the COM-B model

Gambling is an international phenomenon, posing a serious threat to adolescents who begin gambling at a young age. This study aims, to explore gambling behavior in adolescents and interpret its risk factors. We conducted a three-waves cohort longitudinal study assessing gambling and associated risk factors in south-eastern Spain. Data were analyzed using the Capabilities, Opportunities, Motivations, Behavior (COM-B) model and the partial least squares path modelling (PLS-PM) technique. Gambling was measured by frequency and money spent; associated factors were knowledge about gambling, parental attitude towards gambling, risk perception, normative perception, and intention to gamble. These items were assigned as indicators of each construct of the COM-B model-capability, opportunity, motivation, and behavior-using the theoretical domains framework. Once the behavior was performed, feedback on future capability, opportunity, and motivation was observed. Results show that capability, determined by past experience, and opportunity, determined by parental attitudes, motivates adolescents to seek gambling experiences in the future. Identifying such factors that affect gambling behavior in adolescents and establishing relationships between them through a robust theoretical model is essential for designing effective interventions.

Metacognition and the effect of incentive motivation in two compulsive disorders: Gambling disorder and obsessive-compulsive disorder

AIMS

Compulsivity is a common phenotype among psychiatric disorders, such as obsessive-compulsive disorder (OCD) and gambling disorder (GD). Deficiencies in metacognition, such as the inability to estimate one's performance via confidence judgments could contribute to pathological decision-making. Earlier research has shown that patients with OCD exhibit underconfidence, while patients with GD exhibit overconfidence. Moreover, it is known that motivational states (e.g. monetary incentives) influence metacognition, with gain (respectively loss) prospects increasing (respectively decreasing) confidence. Here, we reasoned that OCD and GD symptoms might correspond to an exacerbation of this interaction between metacognition and motivation.

METHODS

We hypothesized GD's overconfidence to be exaggerated during gain prospects, while OCD's underconfidence to be worsened in loss context, which we expected to see represented in ventromedial prefrontal cortex (VMPFC) blood-oxygen-level-dependent activity. We tested those hypotheses in a task-based functional magnetic resonance imaging (fMRI) design (27 patients with GD, 28 patients with OCD, 55 controls). The trial is registered in the Dutch Trial Register (NL6171).

RESULTS

We showed increased confidence for patients with GD versus patients with OCD, which could partly be explained by sex and IQ. Although our primary analyses did not support the hypothesized interaction between incentives and groups, exploratory analyses did show increased confidence in patients with GD specifically in gain context. fMRI analyses confirmed a central role for VMPFC in the processing of confidence and incentives, but no differences between the groups.

CONCLUSION

Patients with OCD and those with GD reside at opposite ends of the confidence spectrum, while no interaction with incentives was found, nor group differences in neuronal processing of confidence.

Online Communities and Gambling Behaviors — a Systematic Review

Purpose of Review

The internet and virtual environments have enabled the formation of online communities around a variety of interests. Online communities focused on gambling are increasingly popular and attract users to interact and share ideas and experiences with likeminded others. This study reviews evidence from the latest research examining the role of online communities in gambling behaviors and gambling problems.

Recent Findings

A systematic literature search resulted in 17 studies. Research shows that online communities are used for diverse reasons like discussing gambling experiences and problems, sharing tips, and celebrating winnings with others. These reasons of online community use can have both adaptive and maladaptive implications. Online gambling communities often grow through social means by inviting friends or social media contacts to join. Active users of online gambling communities are more likely at-risk or problem gamblers.

Summary

Online communities have an increasingly central role in learning about gambling, continuing, and spreading of gambling behaviors. Participation in communities that support harmful gambling habits involves risks for problem gambling.

Correlates of gambling and gambling problems among Rhode Island young adults: a cross-sectional study

BACKGROUND

Numerous states in the USA have legalized sports betting due to recent legal decisions by the US Supreme Court. Here, sociodemographic correlates of current gambling and specific gambling activities associated with symptoms of gambling problems were identified.

METHODS

Cross-sectional data were obtained from the 2020 Rhode Island Young Adult Survey (RIYAS). RIYAS participants (n = 540) were a convenience sample of 18 to 25 year olds who lived in Rhode Island for at least part of 2020. Data were collected from May to October 2020. Four gambling activities were assessed (i.e. sports betting; betting on races; gaming tables at a casino; poker machines at a casino). Logistic regression models assessed main effects.

RESULTS

22.4% engaged in one or more gambling activities. 11.5% of participants had any gambling problems. Odds of gambling activities were higher among men; Black, Indigenous, People of Color; older young adults; and essential workers. Odds of gambling problems were 2.4 times higher among participants who engaged with sports betting.

CONCLUSIONS

Gambling activities are common among several population subgroups, and participation in sports betting may be a risk factor for the development of problem gambling. Comprehensive prevention policies are needed.

How survey mode affects estimates of the prevalence of gambling harm: a multisurvey study

Recent general population surveys have produced highly variable estimates of the extent of problem gambling in Great Britain, ranging from as low as 0.4% to as high as 2.7% of adults. This level of uncertainty over the true level of problem gambling creates difficulties for policy makers and those planning treatment and support services for individuals and families affected by problem gambling. In this article, we assess the extent to which differences in approaches to sampling and measurement between surveys contribute to variability in estimates of problem gambling. We compare estimates of problem gambling using the Problem Gambling Severity Index across eight different surveys conducted at approximately the same time but which use different sampling and measurement strategies. Our findings show that surveys conducted online produce substantially higher estimates of problem gambling compared with in-person interview surveys. This is because online surveys, whether using probability or non-probability sampling, overrepresent people who are more likely to gamble online and to gamble frequently, relative to the proportions of these groups in the general population.

Impact of Gambling Supply Reduction During COVID-19 Shutdowns on Gambling Problems and Gambling Behaviour in Australia: A National Longitudinal Study

Restricting access to gambling products is one possible harm reduction strategy. We examined whether land-based gambling product supply restrictions during the COVID-19 pandemic impacted gambling problems and gambling engagement. In a three-wave, online, longitudinal study, 462 Australian adults (M_age = 44.94; 87% male) who gambled completed survey measures of demographics, gambling engagement (land-based and online), gambling problems, and psychological distress. Analyses were pre-registered and examined the impacts of restrictions on gambling problems and engagement. During the period of restrictions, there were no significant differences in gambling problems (OR = 0.88 [95%CI 0.55-1.42], p = .610) nor online gambling (B = 4.48 [95%CI-0.40-9.35], p = .071) between states experiencing and not experiencing restrictions. There was a small overall reduction in gambling engagement at 2-(t = 2.03, p = .043) and 5-months (t = 2.37, p = .019) post-restrictions, but no change in gambling problems (t = 1.25, p = .211; t = 1.50, p = .134). Amongst those at moderate-to-high risk of problems at baseline, there were no significant reductions in gambling engagement (t = 0.58, p = .564; t = 1.20, p = .232) or problems (t = 0.92, p = .359; t = 1.53, p = .126) at 2- and 5-months post-restrictions. Findings show only a modest impact of COVID-related supply restrictions on gambling engagement and no impact on gambling problems up to 5 months follow-up. The wide-ranging psychosocial and financial impacts of the pandemic may have overshadowed any potential beneficial effects of the supply restrictions on problem gambling levels. Policies to promote and improve access to problem gambling treatment services are needed even following periods of reduced availability of gambling products.

Epilepsy & gambling: Risk factors for problem gambling behaviors in people with epilepsy

OBJECTIVE

Problem gambling results from the complex interaction of neurological factors with psychological, demographic, and socioeconomical influences. The vulnerabilities of people with epilepsy to many of these influences may increase their susceptibility to developing problematic gambling behaviors. The aim of this study was to establish the frequency of gambling participation and the clinical correlates of problem gambling behaviors in people with epilepsy.

METHODS

Lifestyle questions, including the Lie/Bet screening questionnaire were administered to 250 consecutive attendees at a neurology clinic. Valid data were available for 174 adults with epilepsy and 65 adults with other neurological conditions.

RESULTS

With the exception of people with frontal lobe epilepsy (FLE), gambling participation rates in people with epilepsy and those with other neurological conditions were lower than those reported in the general population. While the overall levels of gambling participation were relatively low in this sample, the number of gamblers who responded positively to the lie/bet questionnaire was ten times higher than that seen in the general population, with one in three gamblers in our series reporting signs of escalation. All had epilepsy and were more likely to be taking Levetiracetam or Brivaracetam than the other gamblers in our series. While epilepsy classification was not related to gambling escalation, patients with FLE were overrepresented in this group due to their significantly higher baseline levels of participation in gambling.

CONCLUSIONS

People with FLE may have a heightened vulnerability to developing problem gambling behaviors. The role of the neurological consultation in managing these risks is discussed.

Associations of the Big Five and locus of control with problem gambling in a large Australian sample

Gambling may range from being a recreational leisure activity to a behavioral addiction. A rising number of gamblers experience adverse consequences from gambling, termed problem gambling, which may become a challenge for the individual and society. With the present research, we aimed to investigate the correlates of problem gambling. We used a large sample of more than 12,500 individuals (46% male, Mage = 48, SDage = 18) from the Household, Income, and Labour Dynamics in Australia (HILDA) Survey and analyzed sociodemographic and personality variables (Big Five, locus of control) as well as the extent of problem gambling. Findings showed that male sex and a lower level of education were related to problem gambling, but personality traits were predictive of problem gambling over and above sociodemographic variables. Specifically, a low level of emotional stability, an external locus of control, and, to a lesser extent, a low level of conscientiousness and a high level of extraversion were predictive of problem gambling, whereas openness and agreeableness were not. These results remained constant across various robustness analyses. Our findings reveal the importance of including personality traits when explaining gambling behavior.

Predictors of Problem Gambling for Sports and Non-sports Gamblers: A Stochastic Search Variable Selection Analysis

Differences in the psychological characteristics and gambling behaviors of sports bettors and non-sports bettors were examined with a view to identifying predictors of problem gambling severity. A survey was completed by 1,280 participants, 596 of whom had placed bets on a sporting event in the last year. We found that sports bettors are at greater risk of problem gambling due to differences in attitudes towards gambling, personality traits, thinking styles, erroneous cognitions, and gambling motivations. Moreover, our findings suggest that the difference between individuals who bet on sports and those who do not is more quantitative than qualitative. A stratified stochastic search variable selection analysis by type of bettor revealed similar important predictors of problem gambling for both sports bettors and non-sports bettors; however, the association between the predictors and problem gambling was stronger for sports bettors. Overall, the findings of this study suggest that preventative methods and interventions for problem gambling should be targeted as a function of whether individuals bet on sports.

The Role of Virtual Communities in Gambling and Gaming Behaviors: A Systematic Review

Gambling opportunities are facilitated by the growth of the Internet and social media platforms. Digital games also increasingly include monetary features, such as microtransactions, blurring the line between gambling and gaming. The Internet provides a variety of virtual communities for gamblers and gamers, but comprehensive research on these communities and their relevance in gambling and monetary gaming behaviors remains scarce. This paper summarizes research of online gambling and monetary gaming communities based on a systematic literature review. A systematic literature search was conducted from five databases: Scopus, Web of Science, PsycINFO, Social Science Premium Collection, and EBSCOhost. The search was limited to empirical articles that focused on gambling or gaming involving money and examined online interaction between gamblers or gamers. Preliminary search resulted in 1056 articles, from which 55 were selected for the analyses based on pre-determined criteria. According to results, online communities serve different functions in gambling and gaming behaviors. Gambling communities are typically forums for discussing and sharing gambling experiences, strategies, and tips as well as gambling problems, while gaming communities are inherently embedded inside a game being an essential part of the gaming experience. Identification with virtual communities influences gambling behavior and monetary gaming behavior through mechanisms of perceived norms, social influence, and community feedback. Whereas some gambling communities may provide protection from excessive gambling habits, gaming communities seem to solely motivate gaming behavior and purchase intentions. The role of online communities should be acknowledged in prevention and treatment of gambling and gaming problems.

Gambling Marketing Strategies and the Internet: What Do We Know? A Systematic Review

Background: The gambling industry has developed many types of gambling on Internet in recent years. Gambling is a social activity for a majority of the world population, but problem gambling (PG) can emerge. The trajectories of gamblers from initiation to PG development are influenced by many variables, including individual and environmental variables and also variables linked to the gambling characteristics. Marketing has been reported to influence gamblers' perceptions and behaviors, but this is not as clear for digital marketing. Digital gambling marketing is broad, ranging from the marketing of gambling websites to communication and advertising on the social media and networks. The objective of this article was to fill this gap by conducting a systematic literature review in order to answer the following questions: (1) What are the strategies of digital gambling marketing? (2) What is the effect of this exposure on gambling representations, intentions and practices? Method: A systematic review was conducted following the PRISMA guidelines on Pubmed database (Medline) from February 2020 to March 2020 and Scopus. Existing papers published between January 2000 and February 2020 were identified by searching with this algorithm: ((("internet"[MeSH Major Topic] OR (communications[All Fields] AND media[All Fields])) OR ("social media"[MeSH Terms] OR ("social"[All Fields] AND "media"[All Fields]) OR "social media"[All Fields])) AND "gambling"[MeSH Major Topic]) AND ("marketing"[MeSH Terms] OR "marketing"[All Fields]), in title, keywords or abstract. Results: Ninety-one candidate studies were selected, 21 studies were selected for the systematic review. Sport appeared as a specific target of online gambling marketing. A growing range of platforms for online sport betting and the development of strategies on the social media were identified. Regarding content, a systematic association between sport and gambling was highlighted. Vulnerable populations, such as young people, appeared to be at high risk of exposure to gambling marketing. Conclusion: Little data is available on the strategies of digital gambling marketing or on exposure to it. Sport could be the first target for future research to understand how the industry is targeting specific populations, and what influence these strategies could have on PG development.

A Longitudinal Analysis of Gambling Predictors among Adolescents

Although gambling is forbidden for minors, the prevalence of gambling among adolescents is increasing. In order to improve preventive interventions, more evidence on predictors of gambling onset is needed. A longitudinal study was proposed to (1) establish the prevalence of gambling; (2) identify factors associated with gambling behavior the following year; and (3) adjust a model to predict gambling behavior. A cohort of 1074 students (13-18 years old) was followed for 12 months. The prevalence of gambling reached 42.0% in the second measure. Boys gambled 2.7 times more than girls, and the highest percentages of gambling onset showed up between 13 and 14 years old. Gambling onset and maintenance was associated with gender, age, sensation-seeking, risk perception, self-efficacy for not gambling, parents' attitude towards gambling, group pressure (friends), subjective norm, exposure to advertising, accessibility, normative perception, gambling in T₁ and parents gambling behavior. Gender, gambling in T₁ and risk perception were significant in all three logistic adjusted regression models, with the fourth variable being sensation seeking, peer pressure (friends) and accessibility, respectively. It is suggested that universal prevention should be aimed preferably at children under 15 years old and to alert regulators and public administrations to the directly proportional relationship between accessibility and gambling onset.

Contribution of sex on the underlying mechanism of the gambling disorder severity

Significant increasing prevalences have been observed in gambling disorder (GD) in the last decades. This study analyzed the underlying mechanisms of the gambling severity with path analysis (implemented through Structural Equation Modeling, SEM), and assessed the potential moderator effect of the patients’ sex. A sample of n = 512 treatment-seeking patients was assessed for sociodemographics and clinical state previously to the treatment. Results obtained in two separate SEM (for men and women) revealed differences in the direct effects and the mediational links. Among the male subsample, higher GD severity was directly related to the higher cognitive bias and the younger age of onset of the problematic gambling, while impulsivity levels and age of onset achieved an indirect effect on the disordered gambling mediated by the cognitive bias. Among females, GD severity was directly increased by younger age of onset, higher cognitive bias and lower self-directedness, while lower socioeconomic positions, and higher levels in harm avoidance achieved an indirect effect on the gambling severity mediated also by the distortions related to the gambling activity. These results provide new empirical evidence for a better understanding of the GD etiology, suggesting that the underlying complex links mediating the GD severity are strongly related to the patients’ sex. The results can also contribute to design more effectiveness and precise therapy programs of patient-centered care.