An exploratory study of multiple distinct gambling trajectories in emerging adults

This study uses data from a four-wave longitudinal survey of emerging adults (18–20 years of age in Wave 1) to examine whether there are multiple distinct trajectories of problem gambling risk severity and whether membership in these trajectory classes can be predicted by certain risk and protective factors. Four trajectory classes of gambling risk severity were identified – nonproblem-diminishing (73.9%), low-risk-stable (16.8%), marginal/nongambler-diminishing (7.1%), moderate-risk-increasing (2.2%) – with most youths' gambling involvement remaining stable or diminishing across the years and only the smallest most at-risk group showing a slight increase in severity across this transitional period. Three risk factors were significant predictors of class membership – being male, scoring higher on alcohol dependence, and escape-avoidance coping were all associated with increased probability of being in one of the more gambling involved trajectory classes, while lower alcohol dependence scores were associated with increased likelihood of being in the marginal/nongambling class.     

Cognitive distortions as a problem gambling risk factor in Internet gambling

The purpose of this study was to examine the role of cognitive distortions in Internet gambling. The primary objectives were to determine whether cognitive distortions predict Internet gambling and investigate whether distorted gambling-related cognitions are associated with problem gambling severity among online gamblers. Three hundred and seventy four undergraduate participants (143 online gamblers, 172 males) completed an online questionnaire looking at demographics, play-related variables (duration, frequency and expenditures of play) and cognitive distortions. Variables were entered into a logistic regression model to predict online gambling. Three variables made independent contributions to predicting Internet gambling: male gender, higher frequency of play, and cognitive distortions. A hierarchical linear regression analysis with Internet gamblers revealed that cognitive distortions accounted for a proportion of the variance in problem gambling severity beyond variance accounted for by demographic variables and level of gambling involvement. Results suggest that cognitive distortions are a risk factor in online gambling.     

Hitting the jackpot: the influence of monetary payout on gambling behaviour

Restrictions on monetary payout may promote player engagement in gambling as a form of entertainment rather than as a source of income. Our objective was to evaluate the effects of monetary prize magnitude upon gambling behaviour in a community sample, and the degree to which this association is moderated by gambling risk factors. One hundred and eighty-seven adults completed an online survey assessing motivation, impulsivity and affect. Participants were given a series of vignettes and asked to estimate how much they would gamble to win monetary prizes of increasing amounts with and without accrued gambling debt. Participants reported increased gambling in response to increased monetary payout. Debt moderated these outcomes, such that electronic gaming machine (EGM) and lottery expenditures and number of lottery games played decreased with increased debt; this effect was most pronounced at elevated monetary prizes. The association between duration of EGM play and monetary payout was moderated by gender only. Results suggest that self-reported gambling behaviours increased with monetary payout even across qualitatively different gambling products, and across gamblers with different motivations for gambling, levels of impulsivity, and negative affect. The restriction of monetary payouts warrants further research attention as a form of problem gambling prevention.     

Predicting online gambling self-exclusion: an analysis of the performance of supervised machine learning models

As gambling operators become increasingly sophisticated in their analysis of individual gambling behaviour, this study evaluates the potential for using machine learning techniques to identify individuals who used self-exclusion tools out of a sample of 845 online gamblers, based on analysing trends in their gambling behaviour. Being able to identify other gamblers whose behaviour is similar to those who decided to use self-exclusion tools could, for instance, be used to share responsible gaming messages or other information that aids self-aware gambling and reduces the risk of adverse outcomes. However, operators need to understand how accurate models can be and which techniques work well. The purpose of the article is to identify the most accurate technique out of four highly diverse techniques and to discuss how to deal analytically and practically with a rare event like self-exclusion, which was used by fewer than 1% of gamblers in our data-set. We conclude that balanced training data-sets are necessary for creating effective models and that, on our data-set, the most effective method is the random forest technique which achieves an accuracy improvement of 35 percentage points versus baseline estimates.     

Behaviour change strategies for problem gambling: an analysis of online posts

Reducing or quitting problematic gambling often requires implementing a variety of behaviour change strategies, but there is limited evidence regarding the breadth of specific strategies that gamblers use to control or limit gambling behaviours. This study aimed to identify the range of change strategies reported by gamblers in a naturalistic setting (i.e. two online forums for problem gambling). A total of 2937 change strategies were extracted from online posts (N = 1370). Content analysis identified 27 discrete change strategies that were pre-decisional (i.e. barriers – behavioural and psychological, decisional balance, realization – behaviour and cognitions, set reasons to change, seek knowledge and information, self-assessment), pre-actional (i.e. action planning, commitment, goal setting), actional (i.e. alternative activity, behavioural substitution, avoidance – abstinence, environment and financial, consumption control, maintain readiness, reinforcement, urge management, cognitive restructuring, seek inspiration, self-monitoring and spiritual) and multi-phased (i.e. external support, social support and well-being). This study suggests the breadth and depth of change strategies are far more complex than previously reported. Future research with a broader population needs to determine which change strategies are most effective for those experiencing different levels of gambling problems.     

Passion for poker and the relationship with gambling problems: a cross-sectional study

Previous research has shown that poker players spend significant time, large amounts of money and have a high prevalence of gambling problems. While some studies have examined the association between gambling behaviours and passion, none have explored this association specifically among poker players. This study aims to examine the relationships between two types of passion (i.e. harmonious and obsessive) and severity of gambling problems among poker players. A sample of 159 poker players was recruited from across Quebec, Canada. The outcome variable of interest was participants’ scores on the Canadian Pathological Gambling Index and the predictive variable was the Gambling Passion Scale. Multiple logistic regression analyses were conducted to identify independent risk factors of at-risk poker players. Severity of gambling problems is positively associated with obsessive passion (p < .05). However, harmonious passion is not associated with gambling problems. These results align with previous findings obtained for other gambling activities. Thus, passion could be considered a useful tool when approaching players to talk about risk-taking.     

Thoughts and acts of self-harm,and suicidal ideation,in online gamblers

Gambling problems have been linked to suicidal ideation and enhanced risk of suicide attempts. However, we know very little about the factors associated with either thoughts or acts of self-harm amongst people who gamble. A web-based study of 4125 online gamblers (79% males; mean age 35.5 years), analysed using hierarchical multiple regression, revealed that self-reported non-gambling-related self-harm was negatively related to age and marital status, and positively related to problematic alcohol use. Self-reported acts of self-harm both related and unrelated to gambling were associated with drug misuse. Thoughts and acts of gambling-related self-harm were associated with problem gambling, gambling involvement and parental problem gambling. All types of self-harm were associated with mood disorder symptoms, unemployment and certain gambling motivations. When tailoring assessment and interventions for individuals at risk for gambling-related deliberate self-harm, it is important to recognize that contributory factors may include some that differ from those for deliberate self-harm in general, and that there is potential value in evaluating gambling involvement and motivations, and history of parental gambling.     

The temporal relationship between gambling related beliefs and gambling behaviour: a prospective study using the theory of planned behaviour

The Theory of Planned Behaviour (TPB) has been successfully employed to investigate the role of gambling-related beliefs in the maintenance of gambling behaviour. However, there is a lack of research that examines the temporal relationships between the TPB predictor variables and gambling behaviour. Thus, the current study examines the utility of expectancies, normative beliefs, perceived behaviour control and gambling intentions in predicting gambling frequency, as assessed 12 months later. In addition, these gambling-related beliefs were reassessed at the 12-month follow-up survey to examine their stability and relationships with gambling behaviour. A total of 805 Australian adults, recruited via an online research panel, completed the baseline and follow-up online survey. Consistent with expectations, gambling-related beliefs explained gambling intentions and intentions predicted Wave 2 gambling frequency, after controlling Wave 1 gambling frequency. In relation to the stability of gambling-related beliefs, the Wave 2 measures explained additional variance in the Wave 2 gambling behaviour, although the type of beliefs associated with Wave 2 gambling frequency and problem gambling severity differed. These findings provide support for the notion that the perceived benefits of gambling and beliefs in skill are important areas to target in preventative and problem gambling initiatives.     

Gambling attitudes and beliefs associated with problem gambling: the cohort effect of Baby Boomers

Recreational and problem gamblers alike hold beliefs about gambling that are dysfunctional. These dysfunctional beliefs have been theorized to play a role in problem gambling behaviour. The current study sought to examine the effects of gambling attitudes and beliefs on problem gambling behaviour across three cohorts. A sample of 308 participants consisted of 101 individuals from Generation X, 139 from the Baby Boom cohort and 68 from the Silent Generation. Hierarchical multiple regressions showed that for Baby Boomers, higher scores on scales measuring beliefs about luck and illusions of control were associated with higher scores on measures of problem gambling than for the Silent Generation. Generation X’s higher scores on luck scales were associated with higher scores in problem gambling than the Baby Boom cohort. Attitudes associated with problem gambling did not differ among cohorts. These results suggest that while cohorts may not differ in types or levels of distorted beliefs, they differ in how such distortions relate to problem gambling. Future research should focus on determining whether such cohort effects are indicative of differences within the development and maintenance of problem gambling itself.     

Assessing the effectiveness of a responsible gambling behavioural feedback tool for reducing the gambling expenditure of at-risk players

The current study assessed the utility of a responsible gambling (RG) tool that provides players with behavioural feedback about their gambling. Data was obtained from 779 people (n = 694 male; n = 85 female) who gambled online with Svenska Spel (the Swedish gambling operator) and who opted to receive behavioural feedback via an RG tool (Playscan). Importantly, data was also obtained from a matched sample of 779 players who did not opt to receive behavioural feedback. Feedback took the form of a colour-coded risk rating (Green = no issues, Yellow = at-risk, Red = problematic), which was determined by a proprietary algorithm. Additionally, gambling expenditure data (amounts deposited and wagered) was gathered for the week in which players enrolled to use the RG tool, the subsequent week and 24 weeks later (this data was also gathered for the matched sample). Results showed that Yellow (i.e. at-risk) players who used the tool significantly reduced the amounts of money deposited and wagered compared to players who did not use the tool – an effect observed the week following enrolment as well as 24 weeks later. Thus, informing at-risk players who have opted to receive feedback about their gambling appears to have a positive impact on subsequent expenditures.     

Use of online crowdsourcing platforms for gambling research

Crowdsourcing platforms like Amazon’s Mechnical Turk and Crowdflower have been touted to be a cost-effective way to collect large amounts of behavioural data. Across four large-n studies, gambling-related behaviours, tendencies and traits among participants in these labour markets were examined. In Studies 1 and 2, both conducted on Crowdflower, problem gamblers (as measured by the benchmark Problem Gambling Severity Index) comprised 24.5% and 21.9% of participants, respectively. In Study 3, conducted on Mechanical Turk, problem gamblers comprised 9.0% of participants. In Study 4, a two-wave longitudinal study conducted on Crowdflower, problem gamblers comprised 13.5% of participants in wave one and 14.8% of participants in wave two. In Studies 2 and 3, strong convergent associations were demonstrated across various measures of problem gambling tendencies and general gambling involvement. Furthermore, it was demonstrated that gambling was associated with personality traits (impulsivity, sensation-seeking, self-control), risk attitudes, affect, and behavioural risk-taking consistent with previous research. In Study 4, it was demonstrated that measures of problem gambling have acceptable test-retest reliability. Online crowdsourcing platforms appear to offer access to samples with remarkably high proportions of problem gamblers. However, this characteristic means that such samples are not necessarily representative of gambling tendencies among more general populations.     

A taxonomy of gambling and casino games via social media and online technologies

The increased popularity of casino games on social media platforms has prompted international jurisdictions to consider the extent to which these games may be similar to Internet gambling activities and therefore subject to regulatory action. Gambling themes are popular in video and computer games, and simulated-gambling activities are commonly offered by gambling operators as a way of enticing users to gamble online with money. However, little research has evaluated the impact of the digital convergence of gambling and gaming. The lack of a clear definition of online gambling-themed activities to guide such research undertakings represents a significant hurdle to the fields of gambling and gaming. Based on a review of the extant literature, this article proposes a taxonomy to distinguish between many types of online activities with gambling-themed content. This taxonomy suggests that the principal features that differentiate online gambling games include the requirement for payment, the role of skill, the type of platform and the centrality of the gambling theme. The proposed hierarchical framework aims to promote clear and consistent discussion to guide ongoing investigation of new and emerging Internet gambling and gaming technologies.     

Mental Health and Online,Land-Based and Mixed Gamblers

Although high rates of problem gambling have been identified among Internet gamblers, most studies have failed to identify the relative contribution of multiple forms of gambling as opposed to the exclusive participation in online forms. The aim of this study was to investigate differences in mental health status in exclusive online, exclusive land-based, and mixed Internet and land-based samples of gamblers drawn from the general population. A sample of 4594 respondents completing an online survey were categorised as exclusive online, land-based and mixed form gamblers. Participants completed a questionnaire eliciting demographic details, participation on all forms of gambling, use of alcohol, tobacco and drugs, help-seeking, and personal problems experienced due to gambling, as well as measures of problem gambling and psychological distress. Findings indicated that mixed gamblers exhibited higher problem gambling scores, level of gambling involvement, and consumption of alcohol during gambling than exclusive online gamblers. Land-based gamblers experienced higher levels of psychological distress, self-acknowledged need for treatment, and help-seeking behaviour. These findings suggest that exclusive online gamblers represent a different subpopulation at lower risk of harm compared to gamblers engaging in multiple forms. Understanding the characteristics of different problem gambling subpopulations may inform the development of more effective targeted interventions.     

The influence of sex,temperament, risk-taking and mental health on the emergence of gambling: a longitudinal study of young people

There are a host of complex and interlinked psychological, social and biological factors involved in the development of problem gambling (PG). While existing research, which is predominantly cross-sectional, shows that emerging adulthood is a critical period for PG, the early risk factors for PG are currently unknown. Here, we recruited a sample of 156 early adolescents with no history of PG (mean age 12.6 years) and longitudinally followed them up into late adolescence (mean age 18.9 years) to investigate the role of sex, risk-taking behaviour and changes in temperament and psychiatric symptoms in the evolution of risky gambling behaviour. There were sex-independent effects of temperament and risk-taking behaviour, with greater developmental increases in temperamental frustration (i.e. negative affectivity), greater developmental decreases in temperamental attention (i.e. effortful control) and greater involvement in risky behaviours, such as alcohol use, predicting greater likelihood of being in the risky gambling group. In addition, there were sex-dependent effects whereby higher levels of baseline aggression in females and lower levels of the same in males were more predictive of risky gambling. These findings highlight how sex-dependent and independent factors across the early- to mid-adolescent period influence the occurrence of gambling later in life.     

Assessing the differential impacts of online,mixed, and offline gambling

The emergence of new behaviours associated with communication technologies has prompted questions about the evolution of gambling in the population. The development of online gambling gave rise to public health concerns back 20 years ago. Current knowledge indicates that online gamblers generally tend to show more psychosocial problems than offline gamblers. But those portraits tend to neglect the differences between pure and mixed online gamblers. The goal of this research is to assess if, and to what extent, online gambling generates more harmful impacts on the health and well-being in a sample of adult gamblers in Québec. The propensity score matching method was chosen to assess the variable prevalence of impacts on a sample of 810 regular gamblers recruited from an online panel. They were divided into sub-groups: pure online gamblers (n = 143), mixed online gamblers (n = 125), and a control group of offline gamblers (n = 542). The study has revealed that among online gamblers and their entourage, online gambling does, in fact, result in an extra burden of impacts in several aspects of their lives: work, relationships, mental/physical health, finances, quality of life, and problem gambling according to the Canadian Problem Gambling Index. Results also show that combined with offline gambling, online gambling significantly increases the burden of impacts in terms of both the number and intensity of impacts. This is the first empirical study using propensity score matching to asses the incremental impacts of online gambling by separating pure and mixed gamblers and to compare them to offline gamblers.     

Fair and easy: the effect of perceived fairness,effort expectancy and user experience on online slot machine gambling intention

The growth of online gambling necessitates that both marketers and regulators have a better understanding of the gambling intention of players. Perceived fairness of customers towards operators has often been raised as a concern in the industry, but it has received limited attention in research on gambling intention. Theories that seek to explain purchase intention are considered and a model is proposed that investigates the role and impact that perceived fairness and system effort expectancy have on online gambling intention together with the moderating influence of user experience. Data from 255 online gambling customers are gathered and analysed using Hayes PROCESS analyses. Results indicate that perceived fairness impacts gambling intention directly, and indirectly strengthening the effect of effort expectancy on gambling intention. However, user experience weakens both these impacts. The research provides support for the inclusion of perceived fairness in theories that consider drivers of online gambling intention. In addition, the important role that perceived fairness plays offers support for gambling regulators who in recent years have sought to promote a fairer and more transparent deal to players. Firms in the online gambling industry can also look positively at activities enhancing fairness as its promotion can also enhance their performance.     

The development of pathological gambling in Sweden

The development and the social, psychological and cultural conditions of pathological gambling reported by 42 interviewed pathological gamblers were compared with data from 63 pathological gamblers identified by case-finding. The two studies gave similar results. Gambling on horse races, roulette and bingo were the only types showing a progressive increase in involvement over time. When gambling heavily 40% of the pathological gamblers regularily experienced a state of altered consciousness. When abstaining from gambling withdrawal-like symptoms were experienced by a third. Fifty-two percent reported at least one family member often gambling. Pathological gambling appears to be a secret behaviour, although there are collective features in its development.     

Association between gambling harms and game types: Finnish population study

Understanding of the harmfulness of game types is needed when planning harm minimization and prevention strategies. Adult data (N = 3555) from the Finnish Gambling 2015 survey was used to investigate the associations between different game types and gambling-related harms. A negative binomial regression model was used to analyse the effects of demographics, gambling involvement factors, and engaging in different game types on the number of gambling-related harms, which were evaluated by PGSI and SOGS. Age of 18–24, gambling several times a week, high relative expenditure, online gambling and engaging weekly either in scratch games, betting games or slot machine gambling were associated with a higher number of gambling harms. Chasing losses was the most typical harm among online poker players and fast-paced daily lottery game players, while poor self-control was the most typical harm with other game types, although some of the results were not statistically significant. Multiple factors were associated with gambling harms, including young age and gambling intensity. Games that provide a possibility for high-frequency gambling are more linked to harms. Recommendations should be implemented to incorporate effective harm-minimizing strategies in the regulation of specific game types both at the legislative level (provision and supply) and at the public health level.     

Adolescent gambling and problem gambling: examination of an extended theory of planned behaviour

Adolescent problem gambling is acknowledged as a public health concern. To better understand adolescent gambling and problem gambling behaviour, the present study investigated the relationships between psychological correlates of gambling frequency and problem gambling using an extended theory of planned behaviour (TPB; i.e. intentions, attitudes, subjective norms, perceptions of behavioural control) that includes negative anticipated emotions as a factor associated with gambling intentions. Four hundred and nineteen high school students were surveyed in the Montreal (Canada) region. The findings generally support the applicability of an extended TPB model for explaining gambling behaviour frequency and gambling problems among adolescents. The results reveal that negative anticipated emotions, attitudes and perceptions of behavioural control influence gambling intentions. The results further reveal that intentions and attitudes have a direct relationship with gambling frequency, while intentions and perceptions of behavioural control are directly related to problem gambling behaviours. These findings suggest that adolescent problem gambling prevention and intervention efforts should consider targeting negative anticipated emotions and other TPB components in order to postpone initiation to gambling (a risk factor for problem gambling) and to promote gambling decision-making.     

Forms of gambling,gambling involvement and problem gambling: evidence from a Swedish population survey

The purpose of this study was to explore the association between problem gambling (PG) and participation in different forms of gambling in order to elucidate relationships between PG, gambling involvement and gambling intensity. Using data from the first wave of the Swedish Longitudinal Gambling Study (Swelogs) (n = 4,991), the study tested four hypotheses, namely that (1) some forms of gambling are more closely associated with PG than other forms; (2) high gambling involvement is associated with PG; (3) gambling involvement is positively associated with the intensity of gambling; and (4) the relationship between gambling involvement and PG is influenced by the specific forms of gambling in which individuals participate. All four hypotheses were supported. More specifically, the study found that while many PGs regularly participate in multiple forms of gambling, half of PGs participate regularly in only one or two forms of gambling. The study concluded that some forms of gambling are more closely associated with problem gambling than other forms, and that gambling policy and regulation, as well as the development of responsible gambling initiatives, should focus on these forms.