Gambling and Problem Gambling among Minnesota Public School Students in 2019.

This study has three specific aims. First, examine gambling participation and problem gambling rates for 2019. Second, compare 2019 rates of gambling participation and problem gambling to 2016 to determine if rates increased, decreased or stayed the same. Third, examine what demographic, psychosocial and behavioral variables are associated with adolescent problem gambling. The 2019 sample includes 55,552 male and 58,155 female Minnesota public school students enrolled in the 8th, 9th, and 11th grades and the 2016 sample includes 58,232 male and 59,294 female students from 8th, 9th, and 11th grades. Students were administered the Minnesota Student Survey. For 2019, the gambling participation rate was 29.6%, the frequent gambling rate was 6.5%. The problem gambling rate was 0.5% with an additional 2.3% that had problems associated with their gambling but it did not reach the threshold of problem gambling. More boys gambled than girls (38.5% versus 21.1%); more boys gambled frequently than girls (9.7% versus 3.4%); and more boys were positive for problem gambling than girls (0.9% versus 0.2%). There were fewer students gambling in 2019 (29.6%) than in 2016 (32.1%). There were fewer students gambling frequently in 2019 (6.5%) than in 2016 (7.5%). There was no change in the problem gambling rate (0.5%) between 2016 and 2019. Tobacco use and antisocial behaviors were related to problem gambling but only accounted for 16% of the variance in problem gambling. There is a small segment of the adolescent population that gambles excessively and experiences problems associated with their gambling.

Corrigendum: Phenotypes in Gambling Disorder Using Sociodemographic and Clinical Clustering Analysis: An Unidentified New Subtype?

[This corrects the article DOI: 10.3389/fpsyt.2019.00173.].

A Comparison of DSM-IV-TR and DSM-5 Diagnostic Criteria for Gambling Disorder in a Large Clinical Sample.

Background and Aims: Gambling-related crimes are known to be associated with gambling disorder (GD). Due to a lack of consensus in the scientific community regarding the relevance of this diagnostic criterion, it was removed from the DSM-5. The primary aim of this study was to investigate through structural equation modeling (SEM) whether higher GD severity in treatment-seeking GD patients with a criminal record is mediated through the illegal acts criterion itself, or whether it can be better explained by other related clinical factors. Methods: An initial sample of 2,081 patients seeking treatment for gambling problems was included in the sample. SEM was used to evaluate the mediational role of the illegal acts criterion between the sex, age and personality traits, gambling severity, and comorbid depression levels. Comparisons between patients with coinciding and divergent DSM criterion for GD diagnosis were carried out. Results: Illegal acts mediated the relationship between personality traits and GD severity: younger age, high levels of novelty seeking, and low levels of self-transcendence increased the risk of endorsing the illegal acts criterion. No differences between coincident-divergent groups in terms of DSM-IV and DSM-5 diagnosis were found with regards to sex (p = 0.878), education level (p = 0.387), or civil status (p = 0.792). Discussion and Conclusion: The results obtained in the present study offer new insights into the utility of using a history of illegal acts, their different personality characteristics, and psychopathology to categorize GD patients. Our findings suggest that patients who engage in criminal behavior may require a more comprehensive intervention.

Phenotypes in Gambling Disorder Using Sociodemographic and Clinical Clustering Analysis: An Unidentified New Subtype?

Background: Gambling disorder (GD) is a heterogeneous disorder which has clinical manifestations that vary according to variables in each individual. Considering the importance of the application of specific therapeutic interventions, it is essential to obtain clinical classifications based on differentiated phenotypes for patients diagnosed with GD. Objectives: To identify gambling profiles in a large clinical sample of n = 2,570 patients seeking treatment for GD. Methods: An agglomerative hierarchical clustering method defining a combination of the Schwarz Bayesian Information Criterion and log-likelihood was used, considering a large set of variables including sociodemographic, gambling, psychopathological, and personality measures as indicators. Results: Three-mutually-exclusive groups were obtained. Cluster 1 (n = 908 participants, 35.5%), labeled as "high emotional distress," included the oldest patients with the longest illness duration, the highest GD severity, and the most severe levels of psychopathology. Cluster 2 (n = 1,555, 60.5%), labeled as "mild emotional distress," included patients with the lowest levels of GD severity and the lowest levels of psychopathology. Cluster 3 (n = 107, 4.2%), labeled as "moderate emotional distress," included the youngest patients with the shortest illness duration, the highest level of education and moderate levels of psychopathology. Conclusion: In this study, the general psychopathological state obtained the highest importance for clustering.

A Spanish Validation of the Canadian Adolescent Gambling Inventory (CAGI).

Aims: Large-scale epidemiological studies show a significant prevalence of gambling disorder (GD) during adolescence and emerging adulthood, and highlight the need to identify gambling-related behaviors at early ages. However, there are only a handful of screening instruments for this population and many studies measuring youth gambling problems use adult instruments that may not be developmentally appropriate. The aim of this study was to validate a Spanish version of the Canadian Adolescent Gambling Inventory (CAGI) among late adolescent and young adults and to explore its psychometric properties. Methods: The sample (16-29 years old) included a clinical group (n = 55) with GD patients and a control group (n = 340). Results: Exploratory factor analysis yielded one factor as the best model. This 24-item scale demonstrated satisfactory reliability (internal consistency, Cronbach's alpha, α = 0.91), satisfactory convergent validity as measured by correlation with South Oaks Gambling Screen (r = 0.74), and excellent classification accuracy (AUC = 0.99; sensitivity = 0.98; and specificity = 0.99). Conclusion: Our results provide empirical support for our validation of the Spanish version of the CAGI. We uphold that the Spanish CAGI can be used as a brief, reliable, and valid instrument to assess gambling problems in Spanish youth.

The Involvement of a Concerned Significant Other in Gambling Disorder Treatment Outcome.

Interpersonal distress is a common feature in gambling disorder and adding a concerned significant other (CSO) to the recovery process could be an effective tool for improving treatment outcome. However, little empirical evidence is available regarding the effectiveness of including a CSO to interventions. We aimed to compare treatment outcomes (i.e. compliance with therapy guidelines, dropout from treatment, and relapse during treatment) in a CBT program involving a CSO to CBT treatment as usual (TAU) without a CSO. The sample comprised male gambling disorder patients (N = 675). The manualized CBT intervention consisted of 16 weekly outpatient group sessions and a 3-month follow-up period. Patient CSOs attended a predetermined number of sessions with the patient and were provided with resources to acquire a better understanding of the disorder, to manage risk situations, and to aid patients in adhering to treatment guidelines. Patients with a CSO had significant higher treatment attendance and reduced dropout compared to patients receiving TAU. Moreover, patients whose spouse was involved in the treatment program were less likely to relapse and adhered to the treatment guidelines more than those with a non-spousal CSO. Our results suggest that incorporating interpersonal support to gambling disorder interventions could potentially improve treatment outcomes.

Development and Psychometric Evaluation of the Brief Adolescent Gambling Screen (BAGS).

The purpose of this study was to develop and evaluate the initial reliability, validity and classification accuracy of a new brief screen for adolescent problem gambling. The three-item Brief Adolescent Gambling Screen (BAGS) was derived from the nine-item Gambling Problem Severity Subscale (GPSS) of the Canadian Adolescent Gambling Inventory (CAGI) using a secondary analysis of existing CAGI data. The sample of 105 adolescents included 49 females and 56 males from Canada who completed the CAGI, a self-administered measure of DSM-IV diagnostic criteria for Pathological Gambling, and a clinician-administered diagnostic interview including the DSM-IV diagnostic criteria for Pathological Gambling (both of which were adapted to yield DSM-5 Gambling Disorder diagnosis). A stepwise multivariate discriminant function analysis selected three GPSS items as the best predictors of a diagnosis of Gambling Disorder. The BAGS demonstrated satisfactory estimates of reliability, validity and classification accuracy and was equivalent to the nine-item GPSS of the CAGI and the BAGS was more accurate than the SOGS-RA. The BAGS estimates of classification accuracy include hit rate = 0.95, sensitivity = 0.88, specificity = 0.98, false positive rate = 0.02, and false negative rate = 0.12. Since these classification estimates are preliminary, derived from a relatively small sample size, and based upon the same sample from which the items were selected, it will be important to cross-validate the BAGS with larger and more diverse samples. The BAGS should be evaluated for use as a screening tool in both clinical and school settings as well as epidemiological surveys.

Endorsement of Criminal Behavior Amongst Offenders: Implications for DSM-5 Gambling Disorder.

The fifth edition of the diagnostic and statistical manual (DSM) has changed the scoring threshold for a gambling disorder (GD) from five criteria to four and eliminated the illegal acts criterion. The impact of these changes was examined with data from a correctional population (N = 676) in Ontario, Canada. The offenders completed a self-report survey that included the Canadian problem gambling index, the South Oaks Gambling Screen and the DSM-IV criteria. Changing the threshold from 5 to 4 improved the convergent validity for GD and resulted in an increase in the percentage of offenders diagnosed with a GD from 7.4 to 10.2 %. The results also indicate that the illegal acts criterion contributes to the convergent validity of GD. The evidence supports the change in the threshold from five to four, but also reinforces the importance of examining illegal acts when dealing with an offender population. The incorporation of illegal acts into the "lying to others" criteria appears to make up, to some extent, for the removal of the illegal acts criterion.

Reliability, Validity, and Classification Accuracy of the DSM-5 Diagnostic Criteria for Gambling Disorder and Comparison to DSM-IV.

The DSM-5 was published in 2013 and it included two substantive revisions for gambling disorder (GD). These changes are the reduction in the threshold from five to four criteria and elimination of the illegal activities criterion. The purpose of this study was to twofold. First, to assess the reliability, validity and classification accuracy of the DSM-5 diagnostic criteria for GD. Second, to compare the DSM-5-DSM-IV on reliability, validity, and classification accuracy, including an examination of the effect of the elimination of the illegal acts criterion on diagnostic accuracy. To compare DSM-5 and DSM-IV, eight datasets from three different countries (Canada, USA, and Spain; total N = 3247) were used. All datasets were based on similar research methods. Participants were recruited from outpatient gambling treatment services to represent the group with a GD and from the community to represent the group without a GD. All participants were administered a standardized measure of diagnostic criteria. The DSM-5 yielded satisfactory reliability, validity and classification accuracy. In comparing the DSM-5 to the DSM-IV, most comparisons of reliability, validity and classification accuracy showed more similarities than differences. There was evidence of modest improvements in classification accuracy for DSM-5 over DSM-IV, particularly in reduction of false negative errors. This reduction in false negative errors was largely a function of lowering the cut score from five to four and this revision is an improvement over DSM-IV. From a statistical standpoint, eliminating the illegal acts criterion did not make a significant impact on diagnostic accuracy. From a clinical standpoint, illegal acts can still be addressed in the context of the DSM-5 criterion of lying to others.

Comparative analysis of distinct phenotypes in gambling disorder based on gambling preferences.

BACKGROUND: Studies examining gambling preferences have identified the importance of the type of gambling practiced on distinct individual profiles. The objectives were to compare clinical, psychopathological and personality variables between two different groups of individuals with a gambling disorder (strategic and non-strategic gamblers) and to evaluate the statistical prediction capacity of these preferences with respect to the severity of the disorder. METHOD: A total sample of 2010 treatment-seeking patients with a gambling disorder participated in this stand-alone study. All were recruited from a single Pathological Gambling Unit in Spain (1709 strategic and 301 non-strategic gamblers). The design of the study was cross-sectional and data were collected at the start of treatment. Data was analysed using logistic regression for binary outcomes and analysis of variance (ANOVA) for quantitative responses. RESULTS: There were significant differences in several socio-demographic and clinical variables, as well as in personality traits (novelty seeking and cooperativeness). Multiple regression analysis showed harm avoidance and self-directedness were the main predictors of gambling severity and psychopathology, while age at assessment and age of onset of gambling behaviour were predictive of gambling severity. Strategic gambling (as opposed to non-strategic) was significantly associated with clinical outcomes, but the effect size of the relationships was small. CONCLUSIONS: It is possible to identify distinct phenotypes depending on the preference of gambling. While these phenotypes differ in relation to the severity of the gambling disorder, psychopathology and personality traits, they can be useful from a clinical and therapeutic perspective in enabling risk factors to be identified and prevention programs targeting specific individual profiles to be developed.

Contribution of illegal acts to pathological gambling diagnosis: DSM-5 implications.

The purposes of this study were to examine the specific contribution of illegal acts to the diagnostic criteria of pathological gambling, to assess the possibility of differential item functioning across patients' sex and age, and to explore the existence of different clinical phenotypes based on the presence of illegal acts. The sample consisted of 2,155 patients seeking treatment for pathological gambling at the University Hospital of Bellvitge in Barcelona, Spain. The illegal acts item did not show different item functioning, and younger patients presented higher latent means than middle-aged and older patients, whereas no differences were found across sex. This item also showed the lowest discrimination coefficient; its exclusion would maintain satisfactory internal consistency for the remaining 9 symptoms and was poorly related to psychopathology and the severity of the gambling behavior. The relevance of the illegal acts as a diagnostic criterion appears to be limited, and its elimination from the Diagnostic and Statistical Manual for Mental Disorders, 5th edition, seems justified. However, illegal acts have implications for both the clinical and legal domains and contribute to increase the patients' impairment.

Is pathological gambling moderated by age?

The age of a patient is a strong moderator of both the course and the evolution of disorders/diseases. However, the effects of current age in pathological gambling (PG) have rarely been examined. The aim of this study is to explore the moderating effects of the patients' current age in relation to personality traits and clinical outcomes of PG. A total sample of 2,309 treatment-seeking patients for PG, diagnosed according to DSM-IV criteria, participated in this study and were assessed with the Diagnostic Questionnaire for Pathological Gambling according to DSM-IV criteria, the South Oaks Gambling Screen, the Symptom Checklist, the Temperament and Character Inventory-R, and other clinical and psychopathological measures. Orthogonal polynomial contrasts showed linear trends in the relationship between age and PG: the older the patient, the more comorbid health problems were visible. The presence of additional quadratic trends also suggests that age plays a significant role in moderating the possibility of existing PG problems and general psychopathology. No interaction term was found between age and sex, but it was present for age and some personality traits: self-transcendence and reward dependence (these two traits were only relevant to the level of impairment due to PG at specific ages). This study suggests that the patients' age influences psychopathological and clinical aspects associated to PG. Intervention in the earliest manifestations of this complex problem is essential in order to better address the need of successful treatment planning.

Typologies of young pathological gamblers based on sociodemographic and clinical characteristics.

OBJECTIVE: The aim of this study is to explore empirical clusters within the population of young Spanish individuals attending outpatient pathological gambling treatment. METHOD: The South Oaks Gambling Screen (SOGS), the Symptom Checklist (SCL-90-R), the Temperament and Character Inventory-R (TCI-R) and other clinical and psychopathological measures were administered to 154 patients (between 17 and 25 years old). The two-step cluster analysis explored the presence of empirical heterogeneous groups based on clinical and socio-demographic characteristics. RESULTS: Three clusters of young pathological gambling patients emerged. Type I showed less psychopathology and more functional personality traits. Type II showed a profile characterized by major emotional distress, shame, immaturity, hostility and negative feelings. Type III showed the most severe psychopathological profile and most psychopathological disturbances and schizotypal traits. CONCLUSIONS: These results suggest that three distinct endophenotypes exist, and that environmental factors have a stronger influence in the first, while in the second and third, individual factors related to deficits of emotional regulation stand out.

Youth aggressive/disruptive behavior trajectories and subsequent gambling among urban male youth.

This study examines the association between aggressive/disruptive behavior development in two distinct developmental periods-childhood (i.e., Grades 1-3) and early adolescence (i.e., Grades 6-10)-and subsequent gambling behavior in late adolescence up to age 20. The sample consists of 310 urban males of predominately minority and low socioeconomic status followed from first grade to late adolescence. Separate general growth mixture models were estimated to explore the heterogeneity in aggressive/disruptive behavior development in the aforementioned two periods. Three distinct behavior trajectories were identified for each period: a chronic high, a moderate increasing, and a low increasing class for childhood, and a chronic high, a moderate increasing, followed by decreasing and a low stable class for early adolescence. There was no association between childhood behavior trajectories and gambling involvement. Males with a moderate behavior trajectory in adolescence where two times more likely to gamble compared to those in the low stable class (OR = 1.89, 95% CI = 1.11, 3.24). Those with chronic high trajectories during either childhood or early adolescence (OR = 2.60, 95% CI = 1.06, 6.38; OR = 3.19, 95% CI = 1.18, 8.64, respectively) were more likely to be at-risk/problem gamblers than those in the low class. Aggressive/disruptive behavior development in childhood and early adolescence is associated with gambling and gambling problems in late adolescence among urban male youth. Preventing childhood and youth aggressive/disruptive behavior may be effective to prevent youth problem gambling.

An empirical evaluation of proposed changes for gambling diagnosis in the DSM-5.

AIMS: Recommendations related to pathological gambling for the fifth edition of the Diagnostic and statistic manual for mental disorders (DSM) are to eliminate the criterion related to committing illegal acts and reduce the threshold for diagnosis from five to four criteria. This study evaluated the impact of these changes on prevalence rates and classification accuracy. DESIGN: Data were analyzed from five samples, varying in severity of gambling problems. SETTINGS AND PARTICIPANTS: Surveys of randomly selected household residents in the United States (US) (n = 2417), gambling patrons (n = 450), individuals in brief intervention studies (n = 375), patients in community-based gambling treatment programs (n = 149) and participants in randomized intervention studies (n = 319). MEASUREMENTS: The national opinion research center DSM-IV screen for gambling problems (NODS) was administered to all participants. Internal consistency and factor structure were evaluated using both 10 and nine criteria. Base rates, hit rates, sensitivity, specificity and overall agreement were compared across classification systems, using DSM-IV classification as the standard. FINDINGS: Eliminating the illegal acts criterion did not impact internal consistency and modestly improved variance accounted for in the factor structure. In comparing a classification system using four of 10 criteria versus one using four of nine, the four of nine system yielded equal or slightly better classification accuracy in all comparisons and across all samples. CONCLUSIONS: The inclusion of the illegal acts criterion in the proposed DSM-V pathological gambling diagnosis does not appear necessary for diagnosis of pathological gambling and, if it is eliminated, reducing the cut-point to four results in more consistent diagnoses relative to the current classification system.

The relationship of tobacco use with gambling problem severity and gambling treatment outcome.

This study sought to examine the impact of tobacco use on gambling treatment. Pathological gambling (PG) is a psychiatric condition associated with significant financial, emotional, and psychosocial consequences. Elevated rates of nicotine dependence have been associated with increased gambling severity and more frequent psychiatric problems. A total of 385 treatment-seeking pathological gamblers enrolled in one of 11 gambling treatment providers in Minnesota were assessed. Linear regression modeling was used to examine demographic and clinical variables at treatment entry and the relationship between those variables and the number of days gambled at a 6-month posttreatment. Logistic regression was utilized to assess predictors of treatment completion. Daily tobacco use was reported in 244 (63.4%) subjects. Tobacco users presented with significantly more severe gambling and mental health symptoms at treatment intake. Daily tobacco use, however, was not significantly associated with the number of days gambled or with treatment completion. Although tobacco users present with greater gambling problem severity, they had similar rates of treatment completion and treatment outcomes as nonusers.

Gambling among Minnesota public school students from 1992 to 2007: declines in youth gambling.

The specific aims of this study are twofold. First, measure 2007 rates of gambling and underage gambling among public school students. Second, compare rates of gambling, frequent gambling, and underage gambling from 1992 to 2007. The 2007 sample includes 40,605 male and 42,655 female Minnesota public school students enrolled in the 9th and 12th grades and similar sample sizes from 1992, 1995, 1998, 2001, and 2004. Students were administered the Minnesota Student Survey, a 126-item, anonymous, self-administered, paper-and-pencil questionnaire that inquires about multiple health-related content domains, including gambling behavior. In 2007, most students gambled at least once during the past year, however, most did not gamble frequently. Gambling participation has shown a gradual and consistent decline from 1992 to 2007 for both boys and girls. Underage gambling has also shown declines over time. Conversely, rates of frequent gambling (weekly or more often) have remained fairly stable over time. There have been two fluctuations of note, a peak in lottery play in 1998 and a peak in card playing in 2004 with subsequent declines in both.

Gambling motivation and passion: a comparison study of recreational and pathological gamblers.

The aim of this study was to examine the structural relationship among gambling motivation, gambling passion, and behavioral intentions to gamble between recreational and pathological gamblers. Specifically, this study aimed to shed light on the different ways in which gambling motivation and affective attitude are associated with recreational and pathological gamblers. Using a purposive sampling method, 400 subjects were selected for and participated in this study during their visits to a casino. Study results echoed the notion of distinctive and separate gambling motivations and passions between recreational and pathological gamblers. Also, results identified specific areas to which casino operators or policy makers should pay special attention in developing effective marketing strategies to promote responsible gambling.

A critical review of adolescent problem gambling assessment instruments.

The field of youth gambling assessment is in its infancy. Currently four youth problem gambling instruments have been used to identify adolescent problem gamblers: a) South Oaks Gambling Screen-Revised for Adolescents (SOGS-RA); b) DSM-IV-Juvenile (DSM-IV-J) and the related DSM-IV-Multiple Response-Juvenile (DSM-IV-MR-J); c) Massachusetts Gambling Screen (MAGS) and d) Canadian Adolescent Gambling Inventory (CAGI). Three of the four instruments are adaptations of adult instruments, and none of the four have undergone rigorous psychometric evaluation. While these instruments are used with varying populations in divergent settings, the psychometric properties for their use in these populations and settings are unknown. This review provides information about the instruments and makes suggestions for further instrument development and refinement. Each instrument is described in terms of its development, content, intended purpose, psychometric properties, administration method, scoring instructions, and interpretation. Strengths and limitations of each instrument are compared for both research and clinical purposes. Existing instruments are used to make clinical, scientific, and public policy decisions, and therefore, it is critical that these instruments demonstrate evidence of reliability, validity and accuracy. It is recommended that the field adopt testing standards for the development and use of adolescent problem gambling scales, and generate a body of rigorous psychometric research that demonstrates reliability, validity, and classification accuracy. Ultimately, the goal is to improve measurement precision in identifying youth problem gamblers.

Age of onset in pathological gambling: clinical, therapeutic and personality correlates.

We aimed to explore the association between age of onset of gambling problems and current psychopathological and clinical status, personality profile and therapeutic outcome in a sample of pathological gamblers. A total of 904 consecutive pathological gambling patients were administered several instruments about gambling behavior, psychopathology and personality. They received a 4-month cognitive-behavioral group treatment. Information of dropouts and relapses during treatment was registered. Older age of onset of gambling problems was associated with higher general psychopathology (SCL-90-R Paranoid Ideation, Psychoticism, Depression; P < 0.015). Younger age of onset was related to greater severity of pathological gambling (P < 0.015), higher novelty seeking, and lower self-directedness (P < 0.015). No statistically significant association was found between age of onset and relapse and dropouts during treatment. Age of onset of gambling problems seems to influence the clinical presentation of pathological gambling but not treatment outcome.