scholarly journals Applying the DSM-5 Criteria for Gambling Disorder to Online Gambling Account-Based Tracking Data: An Empirical Study Utilizing Cluster Analysis

2021 ◽  
Author(s):  
Maris Catania ◽  
Mark D. Griffiths
Keyword(s):  
Cluster Analysis ◽  
Customer Service ◽  
Gambling Disorder ◽  
Self Report ◽  
Online Gambling ◽  
Gambling Behaviour ◽  
Tracking Data ◽  
Transaction Data ◽  
Problem Gamblers ◽  
Dsm 5

AbstractThe emergence of online gambling has raised concerns about potential gambling-related harm, and various measures have been implemented in order to minimise harm such as identifying and/or predicting potential markers of harm. The present study explored how the nine DSM-5 criteria for gambling disorder can be operationalised in terms of actual online gambling behaviour using account-based gambling tracking data. The authors were given access to an anonymised sample of 982 gamblers registered with an online gambling operator. The data collected for these gamblers consisted of their first three months’ gambling activity. The data points included customer service contacts, number of hours spent gambling, number of active days, deposit amounts and frequency, the number of times a responsible gambling tool (such as deposit limit) were removed by the gamblers themselves, number of cancelled withdrawals, number of third-party requests, number of registered credit cards, and frequency of requesting bonuses through customer service (i.e., the number of instances of ‘bonus begging’). Using these metrics, most of the DSM-5 criteria for gambling disorder can be operationalized (at least to some extent) using actual transaction data. These metrics were then applied to a sample of online gamblers, and through cluster analysis four types of online gambler based on these metrics (non-problem gamblers, at-risk gamblers, financially vulnerable gamblers, and emotionally vulnerable gamblers) were identified. The present study is the first to examine the application of the DSM-5 criteria of gambling disorder to actual gambling behaviour using online gambling transaction data and suggests ways that gambling operators could identify problem gamblers online without the need for self-report diagnostic screening instruments.

scholarly journals Psychometric Evaluation of the NORC Diagnostic Screen for Gambling Problems (NODS) for the Assessment of DSM-5 Gambling Disorder

2021 ◽  
Author(s):  
Brad W. Brazeau ◽  
David C. Hodgins
Keyword(s):  
Diagnostic Criteria ◽  
Gambling Disorder ◽  
Principal Component ◽  
Self Report ◽  
Gambling Problem ◽  
Gambling Problems ◽  
Dsm 5 ◽  
Diagnostic Threshold ◽  
Icd 10 ◽  
Problem Severity

Abstract The National Opinion Research Center (NORC) Diagnostic Screen for Gambling Problems (NODS) is one of the most used outcome measures in gambling intervention trials. However, a screen based on DSM-5 gambling disorder criteria has yet to be developed or validated since the DSM-5 release in 2013. This omission is possibly because the criteria for gambling disorder only underwent minor changes from DSM-IV to DSM-5: the diagnostic threshold was reduced from 5 to 4 criteria, and the illegal activity criterion was removed. Validation of a measure that captures these changes is still warranted. The current study examined the psychometric properties of an online self-report past-year adaptation of the NODS based on DSM-5 diagnostic criteria for gambling disorder. Additionally, the new NODS was evaluated for how well it identifies ICD-10 pathological gambling. A diverse sample of participants (N = 959) was crowdsourced via Amazon’s TurkPrime. Internal consistency and one-week test-retest reliability were good. High correlations (r = .74–.77) with other measures of gambling problem severity were observed in addition to moderate correlations (r = .21–.36) with related but distinct constructs (e.g., gambling expenditures, time spent gambling, other addictive behaviours). All nine of the DSM-5 criteria loaded positively on one principal component, which accounted for 40% of the variance. Classification accuracy (i.e., sensitivity, specificity, predictive power) was generally very good with respect to the PGSI and ICD-10 diagnostic criteria. Future validation studies are encouraged to establish a gold standard measurement of gambling problem severity.

scholarly journals Fold, Check, Hit Me! Impact of Lifestyle on the Trajectories of Problem Gamblers

2018 ◽  
Author(s):  
Frédéric Ouellet ◽  
Balthazar Queloz
Keyword(s):  
Gambling Behavior ◽  
Self Report ◽  
Gambling Behaviour ◽  
Problem Gamblers ◽  
Dynamic Factors ◽  
Consommation De Substances ◽  
Problematic Gambling ◽  
Life Circumstances ◽  
The One ◽  
The Impact

Several studies have demonstrated the intermittent nature of problematic gambling behaviours. Despite the upsurge in research in this area, few studies have examined the dynamics of gambling behaviour or the factors influencing gambling trajectories. Using a retrospective self-report gambler survey inspired by the life history calendar method, the current study sheds light on the intermittency of gambling and the static and dynamic factors that may modulate gambling trajectories. Attention was paid to deviant life circumstances, especially criminal offending, and their effects on gambling parameters. The multilevel analyses results, conducted with data gathered from a sample of a hundred problem gamblers, revealed the impact of life circumstances on these trajectories. On the one hand, sources of social control—hours worked, participation in therapy—have the effect of alleviating gambling problems. On the other hand, deviant life circumstances—commission of lucrative crimes, consumption of psychoactive substances, paying off gambling debt—exacerbated gambling.  The dynamic factors that predict changes in gambling behavior and identified in this research support the development of intervention policies based around them.RésuméPlusieurs études ont démontré la nature intermittente des comportements de jeu problématique. Malgré la recrudescence de la recherche dans ce domaine, peu d’études ont examiné la dynamique du comportement de jeu ou les facteurs influençant les trajectoires de jeu. À l’aide d’une enquête rétrospective sur les joueurs compulsifs autodéclarés, inspirée de la méthode du calendrier sur  l’historique de vie, cette étude met en lumière l’intermittence du jeu et les facteurs statiques et dynamiques qui peuvent moduler les trajectoires de jeu. L’attention a été portée sur les conditions de vie déviantes, en particulier les infractions criminelles et leurs effets sur les paramètres de jeu. Les résultats des analyses à plusieurs niveaux, réalisés à partir de données recueillies auprès d’un échantillon de cent joueurs compulsifs, ont révélé l’impact des circonstances de la vie sur ces trajectoires. D’une part, les structures de contrôle social, p. ex., les heures travaillées, la participation à une thérapie, ont pour effet d’atténuer les problèmes de jeu. D’autre part, les circonstances de vie déviantes, comme la perpétration de crimes lucratifs, la consommation de substances psychoactives, le remboursement des dettes de jeu, aggravent le jeu. Les facteurs dynamiques qui prédisent les changements dans le comportement de jeu et qui ont été répertoriés dans cette recherche appuient l’élaboration de politiques d’intervention fondées sur ces facteurs.

Responsible Gambling Laws' Contributions to Behaviour Change in Problem Gamblers in Online Poker

2015 ◽  
pp. 226-261
Author(s):  
Wynford Compton ◽  
Dino M. Minoli ◽  
Mark M. H. Goode
Keyword(s):  
Responsible Gambling ◽  
High Rate ◽  
Online Gambling ◽  
Social Awareness ◽  
Gambling Behaviour ◽  
Consumer Survey ◽  
Pathological Gamblers ◽  
Problem Gamblers ◽  
Online Poker ◽  
Gambling Market

This chapter explores the application of responsible gambling legislation and controls in online poker software and to explore if these have an impact on changing consumer gambling behaviour. This study is needed for three reasons, the infancy of the industries completed research, the continued growth of the online gambling market and the risks to consumers and society of higher levels of problem and pathological gambling disorders. Using the current literature to identify the behaviours of problem and pathological gamblers and the features that the online poker operators have in their software, the consumer survey was created. The analysis showed that online poker consumers have a high rate of identified problem gambling behaviours compared to the publicised research of the gambling charities and that having accessed the responsible gambling information the consumers also had a high success rate at modifying them positively. There is also evidence that having the material available to the consumer leads to a higher level of social awareness when looking to the poker operators.

scholarly journals Prevalence of and Factors Associated with Disordered Gambling Disorder, and Use of DSM-5 Based Sports Betting Questionnaire, in a Southwest Nigerian Community

2021 ◽  
pp. 025371762110238
Author(s):  
Taiwo Afe ◽  
Olawale Ogunsemi ◽  
Olusoji Daniel ◽  
Ayotunde Ale ◽  
Olufunke Adeleye
Keyword(s):  
Psychometric Properties ◽  
Gambling Disorder ◽  
Large Scale ◽  
Hospital Setting ◽  
Sports Betting ◽  
Self Report ◽  
Statistical Manual ◽  
Screening Questionnaire ◽  
Factors Associated ◽  
Dsm 5

Background: Gambling disorder is rarely diagnosed in Nigeria. The prevalence and factors associated with gambling disorder in many parts of Nigeria are not known. Our study aimed to evaluate psychometric properties of the Diagnostic and Statistical Manual (DSM)-5 for use as a self-report screening instrument for large-scale studies in Nigeria. Methods: Cross-sectional surveys were done involving two independent sampled populations from a hospital setting and the surrounding community. Instruments administered included a semistructured sociodemographic questionnaire, South Oaks Gambling Screen (SOGS), International Classification of Diseases (ICD) 11 criteria, and a screening questionnaire based on Diagnostic Statistical Manual (DSM-5), which was designed as a self-report measure (Sports betting). Results: The prevalence rate for gambling disorder was 30.5%. The diagnostic accuracy of DSM-5 and ICD-11, and SOGS were comparably similar. Factors associated with gambling disorder (sports betting) were low educational level and poor employment status. Conclusion: The DSM-5-based screening questionnaire showed good psychometric properties, with sensitivity and specificity comparable to that of ICD-11 criteria and SOGS. The study also found a high prevalence of gambling disorder. There is a need to address educational and employment opportunities.

Associations between recovery capital, spirituality, and DSM–5 symptom improvement in gambling disorder.

2020 ◽  
Vol 34 (1) ◽  
pp. 209-217 ◽  
Author(s):  
Belle Gavriel-Fried ◽  
Tania Moretta ◽  
Marc N. Potenza
Keyword(s):  
Gambling Disorder ◽  
Symptom Improvement ◽  
Dsm 5 ◽  
Recovery Capital

An evaluation of DSM-5 Section III Personality Disorder Criterion A (Impairment) in accounting for psychopathology

2018 ◽  
Author(s):  
Chelsea Sleep ◽  
Donald Lynam ◽  
Thomas A. Widiger ◽  
Michael L Crowe ◽  
Josh Miller
Keyword(s):  
Personality Disorders ◽  
Discriminant Validity ◽  
Factor Model ◽  
Incremental Validity ◽  
Self Report ◽  
Statistical Prediction ◽  
Dsm 5 ◽  
Criterion A ◽  
Personality Dysfunction ◽  
Axis I

An alternative diagnostic model of personality disorders (AMPD) was introduced in DSM-5 that diagnoses PDs based on the presence of personality impairment (Criterion A) and pathological personality traits (Criterion B). Research examining Criterion A has been limited to date, due to the lack of a specific measure to assess it; this changed, however, with the recent publication of a self-report assessment of personality dysfunction as defined by Criterion A (Levels of Personality Functioning Scale – Self-report; LPFS-SR; Morey, 2017). The aim of the current study was to test several key propositions regarding the role of Criterion A in the AMPD including the underlying factor structure of the LPFS-SR, the discriminant validity of the hypothesized factors, whether Criterion A distinguishes personality psychopathology from Axis I symptoms, the overlap between Criterion A and B, and the incremental predictive utility of Criterion A and B in the statistical prediction of traditional PD symptom counts. Neither a single factor model nor an a priori four-factor model of dysfunction fit the data well. The LPFS-SR dimensions were highly interrelated and manifested little evidence of discriminant validity. In addition, the impairment dimensions manifested robust correlations with measures of both Axis I and II constructs, challenging the notion that personality dysfunction is unique to PDs. Finally, multivariate regression analyses suggested that the traits account for substantially more unique variance in DSM-5 Section II PDs than does personality impairment. These results provide important information as to the functioning of the two main components of the DSM-5 AMPD and raise questions about whether the model may need revision moving forward.Keywords: dysfunction, impairment, personality disorders, Section III, incremental validity Public Significance: The alternative model of personality disorders included in Section III of the 5th addition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) includes two primary components: personality dysfunction and maladaptive traits. The current results raise questions about how a new, DSM-5 aligned measure of personality dysfunction operates with regard its factor structure, discriminant validity, ability to differentiate between personality and non-personality based forms of psychopathology, and incremental validity in the statistical prediction of traditional DSM personality disorders.

scholarly journals Online Gambling Activity, Pay-to-Win Payments, Motivation to Gamble and Coping Strategies as Predictors of Gambling Disorder Among e-sports Bettors

2021 ◽  
Author(s):  
Bernadeta Lelonek-Kuleta ◽  
Rafał Piotr Bartczuk
Keyword(s):  
Coping Strategies ◽  
Predictive Model ◽  
Gambling Disorder ◽  
Online Gambling ◽  
Gambling Activity ◽  
Psychological Variables ◽  
Betting Behavior ◽  
Game Session ◽  
And Coping

AbstractResearch on esports activity usually captures it from the perspective of involvement in gaming. This study presents the results of the first research in Poland (N = 438) on esports betting (ESB). ESB is compared to other forms of e-gambling and involvement in pay-to-win games. The aim was to build a predictive model of gambling disorder among people betting on esports. A predictive model of gambling disorder based on ordinal regression was built, including sociodemographic variables, involvement in esports betting, involvement in other Internet activities connected to ESB, as well as psychological variables—motivation to gamble and coping strategies. The results showed that gambling disorder among esports bettors is associated with time spent on one game session, placing other forms of online gambling bets once a week or more often, and paying in pay-to-win games. Gambling disorder was also predicted by escape coping strategies and lower engaged strategies as well as financial and coping motivation to bet on esports results. The results show the crucial role of psychological factors (motivation, coping) in the development of esports betting addiction. Esports betting is an activity associated with both gambling and gaming—involvement in both activities explains the development of ESB addiction. There is a need for further research focused on the specificity of esports betting behavior to discover the direction of links among gaming, gambling, and esports gambling.

scholarly journals How does music performance anxiety relate to other anxiety disorders?

2021 ◽  
pp. 030573562098860
Author(s):  
Anna Wiedemann ◽  
Daniel Vogel ◽  
Catharina Voss ◽  
Jana Hoyer
Keyword(s):  
Cluster Analysis ◽  
Anxiety Disorder ◽  
Anxiety Disorders ◽  
Graphical Model ◽  
Music Performance ◽  
Performance Anxiety ◽  
Separation Anxiety Disorder ◽  
Systematic Analysis ◽  
Music Performance Anxiety ◽  
Dsm 5

Music performance anxiety (MPA) is considered a social anxiety disorder (SAD). Recent conceptualizations, however, challenge existing MPA definitions, distinguishing MPA from SAD. In this study, we aim to provide a systematic analysis of MPA interdependencies to other anxiety disorders through graphical modeling and cluster analysis. Participants were 82 music students ( Mage = 23.5 years, SD = 3.4 years; 69.5% women) with the majority being vocal (30.5%), string (24.4%), or piano (19.5%) students. MPA was measured using the German version of the Kenny Music Performance Anxiety Inventory (K-MPAI). All participants were tested for anxiety-related symptoms using the disorder-specific anxiety measures of the Diagnostic and Statistical Manual of Mental Disorders (5th ed., DSM-5), including agoraphobia (AG), generalized anxiety disorder (GAD), panic disorder (PD), separation anxiety disorder (SEP), specific phobia (SP), SAD, and illness anxiety disorder (ILL). We found no evidence of MPA being primarily connected to SAD, finding GAD acted as a full mediator between MPA and any other anxiety type. Our graphical model remained unchanged considering severe cases of MPA only (K-MPAI ⩾ 105). By means of cluster analysis, we identified two participant sub-groups of differing anxiety profiles. Participants with pathological anxiety consistently showed more severe MPA. Our findings suggest that GAD is the strongest predictor for MPA among all major DSM-5 anxiety types.

scholarly journals Being a Gambler during the COVID-19 Pandemic: A Study with Italian Patients and the Effects of Reduced Exposition

2021 ◽  
Vol 18 (2) ◽  
pp. 424
Author(s):  
Maria Anna Donati ◽  
Silvia Cabrini ◽  
Daniela Capitanucci ◽  
Caterina Primi ◽  
Roberta Smaniotto ◽  
...  
Keyword(s):  
Structural Characteristics ◽  
Gambling Behavior ◽  
Online Gambling ◽  
Problem Gamblers ◽  
Electronic Gambling Machines ◽  
Electronic Gambling ◽  
Gambling Market ◽  
The Impact ◽  
Gambling Activities

The COVID-19 pandemic, with the consequent lockdown of about 3 months, can be viewed as an experimental model to observe the impact of the depletion of environmental factors that stimulate gambling, particularly electronic gambling machines (EGMs) that were set to zero. The effects of some structural characteristics of gambling activities that increase gambling behavior were studied among disordered gamblers in treatment in this unique scenario. In fact, studies investigating the effects of the lockdown on problem gamblers (PGs) under treatment are missing. The aims of this study were to analyze patients’ gambling behavior and craving during the lockdown and to conduct a comparison between gambling disorder (GD) symptoms at the beginning of the treatment and during lockdown. The study was conducted in Italy, the European country with the largest gambling market and the first to be affected by the virus. Data were collected through a semi-structured telephone interview conducted by healthcare professionals. Participants were 135 PGs under treatment (109 males, mean age = 50.07). Results showed that most PGs achieved a significant improvement in their quality of life, with less gambling behavior, GD symptoms, and lower craving. No shift toward online gambling and very limited shift towards other potential addictive and excessive behaviors occurred. The longer the treatment, the more monitoring is present and the better the results in terms of symptoms reduction. Individual and environmental characteristics during the lockdown favored the reduction in symptoms. Consideration for prevention and treatment are discussed.

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