Gambling-related Problems Research Articles

Using machine learning to retrospectively predict self-reported gambling problems in Quebec.

Participating in online gambling is associated with an increased risk for experiencing gambling-related harms, driving calls for more effective, personalized harm prevention initiatives. Such initiatives depend on the development of models capable of detecting at-risk online gamblers. We aimed to determine whether machine learning algorithms can use site data to detect retrospectively at-risk online gamblers indicated by the Problem Gambling Severity Index (PGSI). Exploratory comparison of six prominent supervised machine learning methods (decision trees, random forests, K-nearest neighbours, logistic regressions, artificial neural networks and support vector machines) to predict problem gambling risk levels reported on the PGSI. Lotoquebec.com (formerly espacejeux.com), an online gambling platform operated by Loto-Québec (a provincial Crown Corporation) in Quebec, Canada. N = 9145 adults (18+) who completed the survey measure and placed at least one bet using real money on the site. Participants completed the PGSI, a self-report questionnaire with validated cut-offs denoting a moderate-to-high-risk (PGSI 5+) or high-risk (PGSI 8+) for experiencing past-year gambling-related problems. Participants agreed to release additional data about the preceding 12 months from their user accounts. Predictor variables (144) were derived from users' transactions, apparent betting behaviours, listed demographics and use of responsible gambling tools on the platform. Our best classification models (random forests) for the PGSI 5+ and 8+ outcome variables accounted for 84.33% (95% CI = 82.24-86.41) and 82.52% (95% CI = 79.96-85.08) of the total area under their receiver operating characteristic curves, respectively. The most important factors in these models included the frequency and variability of participants' betting behaviour and repeat engagement on the site. Machine learning algorithms appear to be able to classify at-risk online gamblers using data generated from their use of online gambling platforms. They may enable personalized harm prevention initiatives, but are constrained by trade-offs between their sensitivity and precision.

Problem gambling in Germany: results of a mixed-mode population survey in 2021

ABSTRACT Since 2006, representative telephone surveys among the German general population have not detected any significant changes with respect to gambling-related problems. This is remarkable, as in the meantime not only the availability of gambling services and the turnover and gross gambling revenues of gambling providers have increased, but also the demand for treatment from people with gambling problems has grown. Not only in the gambling field have population surveys of this type recently been associated with certain methodological problems. These include a decreasing willingness to participate among and limited access to specific subgroups. The prevalence study at hand is based on a mixed-mode design which combines both a telephone and an online survey. The weighting of both samples in a ratio of 2 to 1 was checked against plausibility data. The sample consists of 12,303 complete interviews (telephone: 61%, online: 39%). The results show that 2.3% of the German population aged 18–70 years are identified as having a ‘gambling disorder’ according to DSM-5 (mild disorder: 1.1%, moderate disorder: 0.7%, and severe disorder: 0.5%). The prevalence detected in this study is significantly higher than that of previous surveys. Finally, we discuss the results primarily within the context of the new survey methodology.

Preventive Gambling Programs for Adolescents and Young Adults: A Systematic Review

Gambling disorder in youth is an emerging public health problem, with adolescents and young adults constituting a vulnerable age group for the development of gambling-related problems. Although research has been conducted on the risk factors for gambling disorder, very few rigorous studies can be found on the efficacy of preventive interventions in young people. The aim of this study was to provide best practice recommendations for the prevention of disordered gambling in adolescents and young adults. We reviewed and synthesized the results of existing RCTs and quasi-experimental studies covering nonpharmacological prevention programs for gambling disorder in young adults and adolescents. We applied the PRISMA 2020 statement and guidelines to identify 1483 studies, of which 32 were included in the systematic review. All studies targeted the educational setting, i.e., high school and university students. Most studies followed a universal prevention strategy, that particularly targeted adolescents, and an indicated prevention strategy for university students. The reviewed gambling prevention programs generally showed good results in terms of reducing the frequency and severity of gambling, and also regarding cognitive variables, such as misconceptions, fallacies, knowledge, and attitudes towards gambling. Finally, we highlight the need to develop more comprehensive prevention programs that incorporate rigorous methodological and assessment procedures before they are widely implemented and disseminated.

Gambling and financial markets a comparison from a regulatory perspective.

This article discusses similarities between the finance industry and the gambling industry. It considers empirical studies from both fields and compares both industries with regard to possible substitution effects. Afterwards, the current regulatory approach to gambling and financial markets is discussed. Based on this literature review, the author points out that regulators need to acknowledge the fact that both markets possess addictive properties and attract certain risk-seeking individuals. Moreover, the regulators need to find a way to align their fundamentally different objectives to find common solutions to cross-industry problems. Finally, an increased cooperation between (state) authorities is necessary. This cooperation could help to protect traders from developing gambling-related problems, provide significant insights for industry-wide and product-specific regulation and lead to a more informed use of technology for harm prevention purposes. The most important similarities and differences of both markets and the resulting regulatory implications are briefly summarized.

Compulsory School Achievement and Future Gambling Expenditure: A Finnish Population-Based Study

Background: Gambling is associated with many conditions that can compromise young people’s health and wellbeing, such as substance use and poor school achievement. Conversely, low school achievement can be linked to lower socio-economic position. Thus, the aim of this study is to examine whether compulsory school achievement is linked with gambling participation and gambling expenditure (GE) later in youth and whether GE is linked with lower socio-economic position. Methods: The Finnish Gambling Harms survey data (n = 7186) were used. The data were collected in three regions during spring 2017. Participants aged 18–29 years old were selected from the data. Past-year GE was examined using two measures: weekly gambling expenditure (WGE, in €) and relative gambling expenditure (RGE, in %). Logistic regression and log-linear regression models for past-year gambling, WGE and RGE were created. Results: Persons who had no more than a mediocre grade point average (GPA) had a 25% higher WGE and 30% higher RGE in 2016 than those who had an outstanding GPA in the compulsory school. Compared with persons with an outstanding GPA, those with a satisfactory to very good GPA spent 13% more on gambling, and their RGE was 17% higher. Additionally, those with lower socio-economic status (SES) had a higher WGE and RGE compared with higher SES. Conclusions: Even after controlling for other crucial background characteristics, early life success, in the form of compulsory school outcomes, seems to correlate with gambling expenditures later in youth. This suggests that the gambling behaviour can be linked to the cognitive ability of an individual. Our findings also imply that gambling could be more heavily concentrated on individuals that are already more socially disadvantaged. However, it is worth noting that individual factors such as traumas, antisocial personality, anxiety and depression are all associated with gambling and poor academic achievement. Overall, this suggests that various educational tools at a younger age can be effective in preventing gambling-related problems in later life.

Subjective and Cardiovascular Responses to an Acute Laboratory Gambling Task in Men and Women.

Men have previously been overrepresented in gambling for money but in recent years there has been an increase in recognition that women who gamble are “catching up” with their male counterparts. There have been few experimental studies investigating the subjective effects of gambling, and even less have explored the gender differences. As gender differences previously have been reported in the subjective effects of several drugs of abuse such as opioids, amphetamines and alcohol, we sought to investigate if the subjective effects of gambling also differed by gender. The present article analyzes if gender modulates the subjective and physiological effects of an acute laboratory gambling task in healthy men and women. Eighty-two men and women (n = 35 men, n = 47 women) were tested with an online slot machine gambling session and self-report questionnaires of mood and blood pressure were taken before and after gambling. Both men and women showed stimulatory effects of gambling i.e., feelings of high and euphoria and but no differences were found between genders. Findings suggest that both men and women equally experience a pattern of stimulatory effects of gambling from the gambling situation. Gambling therefore seems to have the same abuse potential in both men and women. Although the gap between men and women is narrowing, immediate subjective and physiologic responses do not explain gender differences in the epidemiology of pathological gambling. The contexts and factors that foster or hinder the evolution of gambling addiction in males and females should be further explored. This conclusion is interesting in light of that men are over three times more at risk to experience gambling related problems than women and this risk may depend on other factors involved in the development of addiction.

Phenotype of Gambling Disorder Patients with Lotteries as a Preferred Form of Gambling

Lottery gambling can become an addictive behavior which can significantly interfere with daily functioning. The objectives of this work were to estimate the prevalence of lottery gambling, to assess the profile related to this gambling type in a large clinical sample of patients who met criteria for gambling disorder (GD), and to compare this profile with the other two non-strategic forms of gambling (slot-machines and bingo). Sample included n = 3,531 patients consecutively attended for treatment-seeking due to gambling-related problems. All the participants met criteria for GD and were into the range of 18 to 85 years old. Sociodemographic variables, GD severity, psychopathological state, and personality traits were assessed. Statistical comparisons between the groups defined by the patients’ gambling preference (lotteries versus other gambling activities) were conducted, with chi-square test and analysis of variance. The prevalence of lotteries as the only gambling activity was 2.5%, 8.9% for lottery gambling as primary activity with other secondary gambling types, and 20.6% for lotteries as primary or secondary gambling activity. Lottery gambling and bingo gambling were more prevalent among women (bingo included the highest percentage of women). Compared to slot machine gambling, lotteries and bingo grouped older patients and those with later age of onset of the gambling-related problems. Bingo gambling showed the highest psychological distress and the most dysfunctional personality traits. This study shows the high frequency of lottery gambling among treatment-seeking for GD patients, and it provides empirical evidence about the profile associated with this gambling activity compared to other non-strategic gambling forms. The likelihood of lottery gambling is higher for women, patients married or living with a stable partner, and those within higher social position indexes.

The impact of casino proximity on northeast urban communities: a literature review

Gambling legalization, regulation, and casino proliferation in the United States have increased casino-gambling participation. The three A’s (accessibility, availability, and acceptability), known as ecological predictors of casino-gambling participation, have also been linked to the flood of casinos, including the influx of urban casinos in major metropolitan cities along the northeast corridor. Links between casino proximity, increased casino participation, and gambling-related problems are reported in the gambling and casino proximity literature but the relationship between casino proximity and urban casino communities have not been fully investigated in current literature. The purpose of this article is to present a comprehensive review of casino proximity and northeast urban casinos and host communities to the discussion on the construct, casino proximity and the impact on northeast urban casino communities by explaining the implications to those communities through extensive literature review. The review found that (i) urban casinos are typically placed in low socio-economic communities with some existing gambling culture, (ii) socio-economic improvement are promised to existing disadvantaged communities prior to the adoption of casinos, but modest economic benefits realized in urban casino neighborhoods are unsustainable, and (iii) increased accessibility and availability of urban casinos due to proximity could increase casino participation, which in turn could potentially increase gambling-related problems. Results of this literature review also indicated that gambling-related problems from proximity to casinos could produce negative socio-economic outcomes for host communities. Key stakeholders (including legislators, community workers, social services professionals, scholar-practitioners, and the casino-gambling industry) could benefit from this review given the increase in urban casino in major metro areas, and the potential impact those casinos can have on host and neighboring communities. Although very little is known about the impact of casino proximity on northeast corridor urban casinos in the megalopolis, even less is known about the relationship between proximity of urban casinos and their impact on host communities. Further investigation, particularly on the socio-economic outcomes for urban casino communities, is warranted.

An Epidemiologic, Longitudinal, and Discordant-Twin Study of the Association Between Gambling Disorder and Suicidal Behaviors

Gambling disorder is associated with suicidal behaviors, but it is not clear whether the association is due to common etiologic factors or to gambling disorder being causally related to suicidality. This question was examined from epidemiologic, longitudinal, and discordant twin study perspectives. The results suggested that the causes of the association with disordered gambling differed for suicidal ideation, plan, and attempt, and differed for men and women. The association of suicidal thoughts with disordered gambling was non-causally explained by common genetic influences among women (but not men). Conversely, there was evidence consistent with a potentially causal influence of disordered gambling on suicide attempt among men (but not women), which might have been related to gambling-related financial problems. The use of monetary data to identify individuals experiencing financial harms associated with their gambling may represent a more practicable target for screening, intervention, and prevention and may reduce gambling-related financial crises, thereby warding off a potential gambling-related suicide attempt.

Gambling Prevention Mobile Applications: Understanding the Inclusion and Use of Behaviour Change Techniques

Online gambling is emerging as a significant health behaviour of concern at a population level. Mobile applications (apps) are a popular tool to target change in health behaviour. Behaviour change techniques (BCTs) can be included within such apps to change relevant psychological mechanisms along established pathways, yet the content of apps targeting gambling problems specifically is not currently known. The purpose of the review was to identify the BCTs included in gambling prevention apps. Apps were downloaded from the Apple App Store and Google Play Store in October 2020. Apps were included if they related to gambling problems, were freely downloadable, and available in English. Once downloaded, two researchers independently coded the apps in November 2020 using the behaviour change technique taxonomy version 1 (Michie et al., 2013). The screening led to forty apps meeting the inclusion criteria (12 Apple App Store, 28 Google Play). The analyses identified 32 BCTs (20 Apple apps, 28 Google Play apps), with apps including between 0 and 9 BCTs (mean = 2.82, median = 2). The BCTs included most frequently were “3.1. Social support (unspecified),” “2.3. Self-monitoring of behaviour,” and “7.4. Remove access to the reward.” The review provides important information on the BCTs used in apps developed to reduce gambling-related problems. A limited number of BCTs were adopted within apps. Developers of apps seeking to develop effective gambling reduction products should draw upon a greater variety of BCTs.

Online Gambling's Associations With Gambling Disorder and Related Problems in a Representative Sample of Young Swiss Men.

Background and Aims: Internet gambling has recently grown in popularity, but relatively little is known about how online and the combination of online and offline (mixed) gambling are associated with gambling disorder (GD) and related problems. The present research examined in a cohort study sample of young Swiss men how their gambling activities and gambling-related problems differed across the spectrum from offline to online gambling.Sample: A general-population based sample from the Cohort Study on Substance Use Risk Factors (C-SURF), consisting of 5,352 young Swiss men (mean age 28.26 years old).Measures: The spectrum from exclusively offline to almost exclusively online (>90% of gambling money spent online) gambling was measured using one question about the proportion of gambling money spent online. Total money gambled and time spent on gambling were also assessed. GD severity (range 0–9) was measured using items reflecting the nine DSM-5 GD criteria. The number of gambling-related problems (e.g., financial difficulties, range 0–10), other addictive disorders and mental health problems were also inquired about.Methods: We estimated a generalised linear model using a count model (negative binomial link function) for GD severity and gambling-related problems associated with the amounts and proportions of money gambled online and offline.Results: The number of GD criteria were associated with money gambled online (IRR [95%CI] = 2.81 [2.43, 3.24]) and offline (IRR = 2.68 [2.40, 3.00]). This was also found for the number of gambling-related problems (IRR = 2.43 [2.13, 2.79] and IRR = 2.89 [2.59, 3.23]). Compared with exclusively-offline gamblers, mixed gamblers (26–90% of money gambled online) showed the highest levels of GD symptoms and gambling-related problems, followed by the almost-exclusively-online gamblers (≥91% money gambled online) and, overall, these associations were still significant after adjustment for overall involvement in gambling (time spent and money gambled). Levels of other addictive disorders and mental health problems were higher among mixed gamblers than among offline-only gamblers, but levels among almost-exclusively-online gamblers were not.Conclusions: Symptoms of gambling disorder and gambling related problems are highest among gamblers engaging in both offline and online gambling. Prevention efforts need to target the combination of offline and online gambling.

Ambling is a fun social activity that is very popular among adolescents. The experience in gambling as entertainment and the increased availability of legalized gambling increase the risk of gambling-related problems. The aim of the study was to investiga

Sudjelovanje u igrama na sreću (kockanje) zabavna je društvena aktivnost, koja je sve zastupljenija među mladima. Baš povećanapopularnost, uz laku dostupnost igrama na sreću, povećava mogućnost pojave problema vezanih za kockanje. Istraživanje je imaloza cilj ispitati učestalost kockanja među učenicima završnih razreda srednjih škola u Slavonskom Brodu, vrste igara na sreću kojimasu skloni te njihove stavove o kockanju. U istraživanju je sudjelovalo 163-je učenika završnih razreda srednjih škola na područjugrada Slavonskog Broda, tijekom travnja i svibnja 2019. godine. Primijenjen je standardizirani upitnik o navikama i procjeni postojanja problema vezanih za kockanje. Bilo kakav oblik kockanja tijekom života navelo je 114-ero (69,9%) učenika. Mladići su češće zastupljeni, dok druga sociodemografska obilježja nemaju utjecaj. Najučestalija igra na sreću su športske kladionice 61 (41,9%), potomLoto listići 46-ero (30,1%) te jednokratne srećke 45-ero (29,8%). Najčešći razlog kockanja je zabava/uzbuđenje 80-ero (58,8%) tezarada 69-ero (50,7%). Uočeno je kako 20-ero (12,2%) učenika ima nisku i srednju razvijenost problema, dok se u njih 17-ero (10,4%)na temelju procjene rizičnog ponašanja uočava visoki stupanj razvijenosti problema vezanih za igre na sreću. Mladići su zastupljeniji u skupini problematičnog kockanja u odnosu na djevojke. Adolescenti u Slavonskom Brodu često sudjeluju u igrama na sreću.Mladići su skloniji kockanju, s većom učestalošću negativnih posljedica kockanja. Problematičnom kockanju ishodiše je u adolescenciji. Nužno je provođenje preventivnih mjera u općoj populaciji te u skupinama adolescenata s naznakom problema vezanih zakockanje radi uklanjanja i ublažavanja negativnih posljedica problematičnog kockanja.

Risk and protective factors for the development of gambling-related harms and problems among Australian sexual minority men

BackgroundSexual minority men (SMM) often experience stressful social environments dominated by stigma and discrimination. SMM are typically more likely than heterosexual men to engage in certain risky behaviours such as problem gambling. This study aimed to compare gambling behaviour among SMM and examine potential risk factors (erroneous gambling cognitions, gambling outcome expectancies, hazardous alcohol use, impulsivity, and psychological distress; as well as perceived stigma and discrimination for the SMM participants) and potential protective factors (resilience, social support, and community connectedness) for problem gambling severity and gambling-related harms among SMM living in Australia.MethodsAn online survey, with an over-representation of SMM participants and problem, moderate-risk, and low-risk gamblers, was completed by 101 SMM (mean age = 28.5) and 207 heterosexual men (mean age = 26.4).ResultsSMM were found to have significantly lower levels of problem gambling severity compared with heterosexual men, and report significantly lower gambling participation, frequencies and expenditure on any gambling activity, casino table games, horse racing/greyhound betting, sports betting, and keno. However, in the SMM group, 38.3% were classified in the problem gambling category of the Problem Gambling Severity Index and 27.6% were classified in the moderate-risk gambling category. There were no significant differences between groups in gambling-related harms. Multiple regression analyses revealed that problem gambling severity and related harms were independently predicted by higher levels of impulsivity and erroneous gambling cognitions for both groups.ConclusionsLower frequency of gambling behaviours among SMM and similar risk factors predicting problem gambling severity/harms for both groups suggests that problem gambling is not pronounced among SMM. This study adds new evidence to the gambling literature which can be used as comparative benchmarks for future research.

Contrasting Mind-Wandering, (Dark) Flow, and Affect During Multiline and Single-Line Slot Machine Play

Slot machines are a very popular form of gambling in which a small proportion of gamblers experience gambling-related problems. These players refer to a trance-like state that researchers have labelled ‘dark flow’—a pleasurable, but maladaptive state where players become completely occupied by the game. We assessed 110 gamblers for mindfulness (using the Mindful Attention Awareness Scale), gambling problems (using the Problem Gambling Severity Index), depressive symptoms (using the Depression, Anxiety, and Stress Scale), and boredom proneness (using the Boredom Proneness Scale). Participants played both a multiline and single-line slot machine simulator and were occasionally interrupted with thought probes to assess whether they were thinking about the game or something else. After playing each game, we retrospectively assessed dark flow and affect during play. Our key results were that the number of “on-game” reports during the multiline game were significantly higher than the single-line game, and that we found significantly greater flow during the multiline game than the single-line game. We also found significantly lower negative affect during the multiline game than the single-line game. Using hierarchical multiple regression, we found that dark flow accounted for unique variance when predicting problem gambling severity (over and above depression, mindfulness, and boredom proneness). These assessments help bolster our previous assertions about escape gambling—if some players are prone to having their mind-wander to negative places, the frequent but unpredictable reinforcement of multiline slot machines may help rein in the wandering mind and prevent minds from unintentionally wandering to negative thoughts.

Gambling activity in the old-age general population

AbstractOld age constitutes a vulnerable stage for developing gambling-related problems. The aims of the study were to identify patterns of gambling habits in elderly participants from the general population, and to assess socio-demographic and clinical variables related to the severity of the gambling behaviours. The sample included N = 361 participants aged in the 50–90 years range. A broad assessment included socio-demographic variables, gambling profile and psychopathological state. The percentage of participants who reported an absence of gambling activities was 35.5 per cent, while 46.0 per cent reported only non-strategic gambling, 2.2 per cent only strategic gambling and 16.3 per cent both non-strategic plus strategic gambling. Gambling form with highest prevalence was lotteries (60.4%), followed by pools (13.9%) and bingo (11.9%). The prevalence of gambling disorder was 1.4 per cent, and 8.0 per cent of participants were at a problematic gambling level. Onset of gambling activities was younger for men, and male participants also reached a higher mean for the bets per gambling-episode and the number of total gambling activities. Risk factors for gambling severity in the sample were not being born in Spain and a higher number of cumulative lifetime life events, and gambling severity was associated with a higher prevalence of tobacco and alcohol abuse and with worse psychopathological state. Results are particularly useful for the development of reliable screening tools and for the design of effective prevention programmes.

A gambling primary prevention program for students through teacher training: an evidence-based study

ABSTRACT Given the high prevalence of gambling among adolescents, the main purpose of the present study was to develop a gambling primary intervention program for students through the training of teachers about gambling-related knowledge and problems, and verify the effectiveness of the program in reducing gambling behaviors, cognitive distortions, and perception of gambling economic profitability in students. A total of 33 teachers (31.3% men) and 393 students aged 13 to 19 years (84% boys) were recruited for this study, randomly assigned to training (15 teachers; 219 students) and non-training groups (18 teachers; 174 students). An evidence-based longitudinal study designed with a pretest, and a follow-up after about 7 months, was conducted. Results showed that trained teachers improved their knowledge on gambling types and characteristics and related risks. The most relevant result was the impact the trained teachers had on their students, who reduced their gambling behavior, some cognitive distortions, and misconceptions related to the economic profitability of gambling. However, despite the relevance of these results, this study represents preliminary evidence, and further controlled studies are needed to confirm the possibility of using trained teachers as a less expensive method to efficiently prevent gambling among adolescents.

Setting Limits: Gambling, Science and Public Policy-summary of results.

The gambling industry has grown into a global business in the 21st century. This has created the need for a new emphasis on problem prevention. This article highlights the core themes of the book Setting Limits: Gambling, Science and Public Policy, taking a broad view of the consequences of gambling for society as a burden on health, well-being and equality. The book covers the extent of gambling and gambling-related problems in different societies and presents a critical review of research on industry practices, policy objectives and preventive approaches, including services to people suffering from gambling and its consequences. It discusses the developments in game characteristics and gambling environments and provides evidence on how regulation can affect those. Effective measures to minimize gambling harm exist and many are well supported by scientific evidence. They include restrictions on general availability as well as selective measures to prevent gamblers from overspending. The revenue generated from gambling for the industry, governments, and providers of public services funded from gambling returns presents an obstacle to developing policies to implement harm-reduction measures. A public interest approach must weigh these interests against the suffering and losses of the victims of gambling.

Gambling Behaviors in Adolescent Male and Female Regular and Non-Regular Gamblers: A Study of Central Italian Adolescents.

Gambling is a widespread and popular phenomenon among adolescents. However, little is known specifically about adolescent gambling behaviors in Italy. The aim of the present study was to explore the prevalence and frequency of gambling behaviors, the types of bets most frequently chosen, the amount of money spent on gambling, and the more frequent problem gambling behaviors, taking into account the type of gambler (regular and non-regular), gender, and age. For this propose, 1255 adolescents (59.1% males) aged 13 to 19years (M = 16.06; SD = 1.47), were recruited for the study. Results of a series of chi-squared tests show that 70.8% of adolescents had gambled at least once in the previous year, with more than 68% of minors declaring that they had gambled. Among those who claimed to have gambled, 24% were regular gamblers who spent more money, had more gambling-related problems, and chose games more at risk for developing gambling addiction, compared to non-regular gamblers. Regarding gender, results show that males gambled more, more frequently, spent more, and presented more gambling-related problems than females. About age, adolescents of age gambled more on some games that involved going to places to bet than minors but no differences between minors and of-age adolescents emerged on the amount of money spent and in being a regular gambler or not. However, gender and age differences emerged only in the non-regular group, whereas in the regular-gambling group, males and females and minor and of-age adolescents did not differ on any aspect analyzed.

Defining the key issues discussed by problematic gamblers on web-based forums: a data-driven approach

ABSTRACT Online forums can be a source of support for people with gambling-related problems. Forum threads contain detailed information about these gamblers’ experiences. However, because of limitations in data collection and analysis, there have been few systematic analyzes of forum content. The aim of this study is to use web scraping and correlated topic modeling to develop a bottom-up, data-driven approach to identify key issues raised by gamblers participating in an online forum, taking 2,298 posts from 1,400 unique authors over a twelve-year period. The data revealed ten themes that fall into four superordinate categories: negative emotions caused by gambling, the process of recovery, gambling products and money related concerns. Negative emotions associated with gambling was the most common topic occurring in 25% of posts. The process of recovery theme could be divided into formal and informal resources for dealing with gambling problems. Gambling products captured both traditional high street and new online forms of gambling. A final theme highlighted how family and friends become sources of finance to fund gambling. These findings can be used to design brief psychosocial education programs which highlight the consequences of gambling on oneself, one’s family and the emotional impact that emerges from gambling.

Gamblers' attitudes towards money and their relationship to gambling disorder among young men.

Money plays a central role in gambling, and understanding the different attitudes of gamblers towards it might benefit both prevention and treatment of gambling-related problems. This study describes the development of a new German measure of attitudes to money and the differences in these attitudes between male non-gamblers, occasional, frequent and problem gamblers. Furthermore, it investigates the cross-sectional and longitudinal associations between attitudes towards money and the severity of gambling disorder. An online study was conducted among 2,584 men aged 18-25 years, recruited via the Munich citizen registry. Additionally, a sample of n = 105 Facebook users was included in part of the analyses. Frequent and problem gamblers were invited to a 12-month follow-up. Apart from gambling participation and related problems, the questionnaire included items from existing scales measuring attitudes to money. Three factors underlying a new 12-item German Scale of Money Attitudes (SMAG) were identified: success, budgeting and evil. Compared with other groups, participants reporting any gambling problems scored highest in success and lowest in budgeting. Budgeting was associated with gambling-related problems in both cross-sectional and longitudinal analyses and strengthened the relationship between associating money with success and gambling disorder. For problem gamblers, money is important as a personal symbol of success. This attitude has an especially negative effect on gambling-related problems in individuals who handle money irresponsibly. Spending and winning money might play an important role in maintaining self-esteem among gamblers and thus hinder their attempts to quit.