Level Of Gambling Involvement Research Articles

In search of lower risk gambling levels using behavioral data from a gambling monopolist.

Lower-risk recommendations for avoiding gambling harm have been developed as a primary prevention measure, using self-reported prevalence survey data. The aim of this study was to conduct similar analyses using gambling company player data. The sample (N = 35,753) were Norsk Tipping website customers. Gambling indicators were frequency, expenditure, duration, number of gambling formats and wager. Harm indicators (financial. social, emotional, harms in two or more areas) were derived from the GamTest self-assessment instrument. Receiver operating characteristics (ROC) curves were performed separately for each of the five gambling indicators for each of the four harm indicators. ROC areas under the curve were between 0.55 and 0.68. Suggested monthly lower-risk limits were less than 8.7 days, expenditure less than 54 €, duration less than 72-83 min, number of gambling formats less than 3 and wager less than 118-140€. Most risk curves showed a rather stable harm level up to a certain point, from which the increase in harm was fairly linear. The suggested lower-risk limits in the present study are higher than limits based on prevalence studies. There was a significant number of gamblers (5-10%) experiencing harm at gambling levels well below the suggested cut-offs and the risk increase at certain consumption levels. Risk of harm occurs at all levels of gambling involvement within the specific gambling commercial environment assessed in an increasingly available gambling market where most people gamble in multiple commercial environments, minimizing harm is important for all customers.

Individual differences and predictors of general awareness in problem gambling

In Canada, up to 3% of individuals have or are at risk of gambling disorder. Among these individuals, a lack of awareness of their problem gambling is a common barrier to treatment and negatively affects treatment adherence. A secondary analysis was conducted on data from 1346 individuals (mean age = 43.4, SD = 14.4; 54.3 % male) with problem gambling who did and did not perceive having a problem with their gambling as assessed by the fifth item of the Problem Gambling Severity Index, “In the past twelve months, how often have you felt that you might have a problem with gambling?” Additionally, we investigated predictors of increased general awareness at 12-month follow-up. At baseline, individuals who perceived a problem with their gambling experienced more gambling-related harms (OR = 1.714), had greater total gambling losses (OR = 1.067), were more likely to have a family history of problem gambling (OR = 2.143), experienced a greater loss of control (OR = 1.313) and more often gambled alone than with others (OR = 0.879), accounting for 26.6 % of the variance in general awareness. Baseline problem awareness was positively associated with attempts to cut down or control gambling at follow-up (χ2=11.350,p<.001), but negatively associated with remission (χ2=18.392,p<.001). Increases in awareness were related to an increase in the number of gambling-related harms, gambling involvement, impaired control, and lower educational attainment, explaining 35.5% of the variance in increased general awareness. The results indicate that experiencing more gambling-related harms increases the salience and awareness of problem gambling, and that awareness is also associated with an individual’s gambling context, their loss of control, and their level of gambling involvement. The findings highlight the importance of gambling harms as they pertain to general awareness and suggest that improving the recognition of gambling harms could be beneficial for the prevention and intervention of gambling disorder.

Implicit Memory Associations and Gambling.

Associations that people report in response to words or phrases ('implicit associations') may provide information about their interest and engagement in certain activities that might not have been reported if they had been directed asked. The present study investigated the word and behavioural associations reported by 494 university undergraduates to words and phrases that could be construed as having gambling-related connotations. These reported associations were then related to each student's level of gambling involvement and his or her problem gambling status. Results showed there to be a significant positive relationship between the number of gambling-related memory associations and reported level of gambling involvement as well as problem gambling status. Behaviour associations tended to be stronger than word associations, suggesting that each type of association may tap into a different facet of associative memory. Associations with problem gambling status were also stronger than associations with level of gambling involvement. The results suggest that implicit associations may have utility in both the assessment of problem gambling as well as predicting future gambling involvement.

The relationship between memory associations, gambling involvement, and problem gambling

The current study aimed to examine the relationship between implicit memory associations, gambling involvement, and problem gambling in a large representative group of Canadian adults. The sample consisted of 3078 (48.1% males, mean age 43.93, SD = 15.82) adult online panelists from across Canada that included 388 problem and pathological gamblers. Memory associations were assessed using a 10-item measure of word associations and a 10-item measure of behavioural associations. Gambling involvement was assessed via self-report of involvement, and problem gambling was assessed using the Problem and Pathological Gambling Measure (PPGM). Significant associations were found between measures of memory associations and both level of gambling involvement and problem gambling, with the magnitude of the correlations ranging from 0.262 to 0.388. Behavioural associations tended to have a stronger relationship with gambling involvement and problem gambling than word associations. The results of this study suggest that implicit associations may have utility in the assessment of problem gambling.

Types of gambling and levels of harm: A UK study to assess severity of presentation in a treatment-seeking population.

Background and aimPrevious international research emphasized that some forms of gambling are more “addictive” than others. More recently, research has shown that we should shift our attention from the type of gambling activity to the level of involvement in a number of different gambling activities. The aim of our study was to verify whether a higher Problem Gambling Severity Index (PGSI) score was associated with particular gambling activities and evaluate the impact of involvement on gambling behavior.MethodsA total of 736 treatment-seeking individuals with gambling disorder were assessed at the National Problem Gambling Clinic in London. First, the independent two-sample t-test and the Mann–Whitney test were used to verify if the PGSI score changed significantly according to the gambling activity at a bivariate level. Second, we conducted a cluster analysis and finally, we fitted a linear regression model in order to verify if some variables are useful to predict gambling addiction severity.ResultsThe PGSI score was significantly higher for lower stakes gaming machine gamblers (1% significance level) and for fixed-odds betting terminal (FOBT) gamblers (5% significance level) at a bivariate level. Moreover, such finding was confirmed by cluster and linear regression analyses.ConclusionsThe results of this study indicated that gambling addiction severity was related to gambling involvement and, for a given level of gambling involvement, gambling addiction severity may vary according to gambling type, with a particularly significant increase for FOBT and gaming machine gambling.

Confirmatory factor analysis of the Spanish version of the Gamblers' Beliefs Questionnaire in a sample of Argentinean gamblers

Introduction: Cognitive distortions are related to gambling frequency and gambling severity. Having a culturally sensitive measure to assess cognitive distortions will facilitate the early detection of people who might be at risk of developing problematic gambling behaviors. The Gamblers' Beliefs Questionnaire was translated into Spanish (GBQ-S) but no previous study explored the structure of the GBQ-S in a non-US sample with different levels of gambling involvement. Aim: The present study examined the factor structure of the GBQ-S in a community sample of gamblers from Argentina. It also analyzed the association between cognitive distortions and type of gambling activity and frequency of gambling behaviors and the predictive utility of the GBQ-S on gambling severity. Participants: 508 youth and adults completed the GBQ-S. Results: The CFA showed an overall acceptable fit to the data confirming the proposed two-factor model. Scores of the two GBQ sub-scales were positively and significantly correlated with scores on gambling severity. Cognitive distortions have a significant effect on gambling severity after controlling for frequency of engagement in gambling activities. Luck and perseverance, but not illusion of control, was positively related to gambling severity. Discussion: scores measured by the GBQ-S exhibit adequate psychometric properties for the accurate assessment of cognitive distortions across adults and youth from the general community of Argentina.

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.

Reciprocal Longitudinal Associations Between Adolescent Twin Gambling and Delinquency.

This study examined sibling influence over gambling involvement and delinquency in a sample of 628 twins (151 male dyads, 163 female dyads). Self-reports of gambling involvement and delinquency were collected for each twin at ages 13, 14 and 15 years. Results revealed evidence of between-twin influence. Higher levels of an adolescent's delinquency predicted an increase in his or her co-twin's delinquency from age 13 to age 14 and from age 14 to age 15. In contrast, gambling behavior was unaffected by the co-twin's gambling involvement. Within-twins, higher initial levels of delinquency predicted a subsequent increase in gambling behavior from age 13 to age 14 and again from age 14 to age 15, and higher initial levels of gambling involvement predicted an increase in delinquency from age 14 to age 15. Between and within siblings effects are discussed in light of the scant literature on (a) sibling influence on gambling, and (b) the links between gambling and delinquency.

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.

Examining Gender Differences for Gambling Engagement and Gambling Problems Among Emerging Adults

Gambling is fast becoming a public health problem in the United States, especially among emerging adults (18-25 year olds). Since 1995, rates have recently doubled with around 7-11 % of the emerging adult population having problems with gambling (Shaffer et al. in Am J Public Health 89(9):1369-1376, 1999; Cyders and Smith in Pers Individ Diff 45(6):503-508, 2008). Some states have lowered their gambling age to 18 years old; in turn, the gambling industry has recently oriented their market to target this younger population. However, little is known about the gender variation and the factors placing emerging adults at risk for getting engaged and developing problems with gambling. The purpose of the study was to determine the risk factors accounting for gender differences at the two levels of gambling involvement: engagement and problems. Mediation analyses revealed that impulsive coping and risk-taking were significant partial mediators for gender differences on engagement in gambling. Men took more risks and had lower levels of impulsive coping than women, and those who took more risks and had lower levels of impulsive coping were more likely to engage in gambling. Risk-taking and social anxiety were the significant mediators for gender differences in problems with gambling. Men took more risks and were more socially anxious than women, and greater risk-taking and more socially anxious individuals tended to have more problems with gambling. Implications for counseling preventions and intervention strategies are discussed.

Personality, Perceived Luck and Gambling Attitudes as Predictors of Gambling Involvement

A quantitative observational study was undertaken to examine the relationship between individual factors and level of gambling involvement, in particular problem gambling (PG). The specific factors under study were personality, perceived luck, and attitudes towards gambling. A sample of university students (N = 185) completed a battery of questionnaires, consisting of the 16PF, Canadian Problem Gambling Index, Belief in Good Luck Scale (BIGL), Gambling Attitudes Scale (GAS), and the Impulsive Non-Conformity subscale (ImpNon) from the Oxford-Liverpool Inventory of Feelings and Experiences. Four groups were formed (Non-PG, Low-Risk, Moderate-Risk, and PG). Personality profiles varied between groups, and there were significant main effects and interaction effects on gender and personality factors. The PG group was higher on impulsivity, and belief in luck, and had more positive attitudes towards gambling. Multiple Regression Analysis and Discriminant Functions Analysis, using variables including some 16PF factors, BIGL and GAS variables, produced models that were highly predictive of gambling severity and gambling membership. In both models, impulsivity was the strongest predictor. These results were discussed in terms of their implications for future research and treatment of PG.

Treatment Seeking Among Ontario Problem Gamblers: Results of a Population Survey

This study examined help seeking for gambling concerns among people with different levels of gambling problems. Ontario adults who had gambled more than dollars 100 (N=4,217) and who screened positive for a possible gambling problem (N=1,205) were classified according to gambling problem severity and asked about their experiences with gambling treatment. Only 6% of gamblers had ever accessed a service, including a self-help group or self-help materials. With self-help materials excluded, only 3% of gamblers (from 1% of those who met only the initial CLiP screening criteria to 53% of those with pathological gambling) had sought treatment for gambling. Few gamblers sought treatment for gambling problems; greater problem severity was associated with greater likelihood of using treatment, with self-help materials used most often. Further research is needed on why treatment seeking is low and on the effectiveness of self-help resources in reaching gamblers with problems in earlier stages.

Adolescent Gambling Behaviour and Attitudes: A Prevalence Study and Correlates in an Australian Population

There is considerable evidence that a range of risk factors are associated with adolescent problem gambling. Using a representative sample of 2,788 eighth grade students in Victoria, Australia, the primary aim of this study was to examine the degree to which these risk factors are associated with different levels of adolescent gambling participation, rather than gambling at problematic levels. This study also aimed to obtain prevalence estimates of adolescent gambling and examine the gambling attitudes of adolescents. It was found that there were significant associations between different levels of gambling involvement and a range of risk factors. However, when all predictor variables were considered simultaneously in the prediction of higher involvement in gambling activities, only male gender, drinking alcohol, using marijuana, and few perceived rewards at school were statistically significant predictors. For males, the most important predictors for greater gambling involvement were other antisocial and risk-taking behaviours. In contrast, dissatisfaction with peers and school connectedness was important in predicting greater gambling involvement for females. The study shows the usefulness of a risk and protective factor approach to understanding gambling participation in an adolescent population and that there is much to be gained from understanding the nuances of gendered gambling behaviour in the context of studying gambling participation and attitudes rather than simply in the context of studying disordered or problematic gambling.

Gambling and Risk-Taking Behavior among University Students

The present study examines the relationships between risk taking, sensation seeking, and level of gambling involvement. The intent of this research was to investigate whether risk taking and/or sensation seeking are determinants in distinguishing pathological gamblers from problem gamblers and whether risk taking and gambling behavior for a university population are positively correlated for both males and females. Results indicated that the Risk-Taking Questionnaire (RTQ), the Arnett Inventory of Sensation Seeking (AISS), and the Sensation Seeking Scale (SSS) distinguished between probable/pathological gamblers and nonproblem gamblers with probable/pathological gamblers scoring the highest on each measure. However, the RTQ was the only measure able to distinguish probable/pathological gamblers from gamblers experiencing some problems relating to their gambling behavior. Females encountering some problems resulting from their gambling behavior consistently reported higher risk-taking and sensation seeking scores than males with no gambling problems. Results indicate that excessive gamblers are significantly greater risk takers than social gamblers, a finding which could prove useful in advising treatment regimens.