Gambling-related Problems Research Articles

Automatic detection of problem-gambling signs from online texts using large language models.

Problem gambling is a major public health concern and is associated with profound psychological distress and economic problems. There are numerous gambling communities on the internet where users exchange information about games, gambling tactics, as well as gambling-related problems. Individuals exhibiting higher levels of problem gambling engage more in such communities. Online gambling communities may provide insights into problem-gambling behaviour. Using data scraped from a major German gambling discussion board, we fine-tuned a large language model, specifically a Bidirectional Encoder Representations from Transformers (BERT) model, to predict signs of problem-gambling from forum posts. Training data were generated by manual annotation and by taking into account diagnostic criteria and gambling-related cognitive distortions. Using cross-validation, our models achieved a precision of 0.95 and F1 score of 0.71, demonstrating that satisfactory classification performance can be achieved by generating high-quality training material through manual annotation based on diagnostic criteria. The current study confirms that a BERT-based model can be reliably used on small data sets and to detect signatures of problem gambling in online communication data. Such computational approaches may have potential for the detection of changes in problem-gambling prevalence among online users.

Is self-compassion a protective factor for addictions? Exploring its effects on alcohol and gambling-related problems using a self-compensation model framework among a Chinese adult sample in Hong Kong, China

Is self-compassion a protective factor for addictions? Exploring its effects on alcohol and gambling-related problems using a self-compensation model framework among a Chinese adult sample in Hong Kong, China

Role of Motivation in the Progression of Problem Gambling: A Comparison of Early and Late Adults.

Motivation plays a dominant role in gambling progression. Most studies using motivational scales have revealed that certain motivations are associated with problem gambling. However, age differences were found to be negligible in gambling motivation. This study aimed to examine the role of motivation associated with age differences in problem gambling in Japan. A total of 160 participants over 20 years of age who had gambled within the past six months were randomly recruited from web monitors. In this study, the Japanese version of the modified Gambling Motivation Scale (J-MGMS) was used which comprises six systematic factors: intellectual challenge, excitement, socialization (coping and sociability), social recognition, monetary gain, and amotivation. The Japanese version of the South Oaks Gambling Screening (J-SOGS) was used to assess participants' gambling-related problems. Demographic data, such as gambling frequency, were solicited. Using linear regression analysis, amotivation in all participants, social recognition in early adults (under 30), and amotivation in late adults (30 or over) were associated with J-SOGS scores (adjusted R2 = 0.170, 0.290, 0.156). Among late adults, social recognition was nearly significant, although negative (p = 0.0503). 1) Self-determinant (autonomous) motivations such as excitement and socialization do not contribute to the progression of problem gambling. 2) Two non-self-determinant (non-autonomous) motivations, social recognition in early adults and amotivation in late adults, are predictors of problem gambling. 3) Social recognition is a dichotomic and paradoxical motivation in the progress of problem gambling according to age.

A Self-Applied Psychological Treatment for Gambling-Related Problems via The Internet: A Pilot, Feasibility Study

The main purpose of this study was to evaluate the feasibility of an online psychological intervention for individuals with gambling-related problems, supported by ecological momentary assessments and interventions (EMAs and EMIs), along with weekly phone-calls, before conducting a randomized controlled trial. Participants were required to complete 3 of the 8 modules of the program based on cognitive-behavioral therapy (CBT) and extensions and innovations of CBT. The study measured the outcomes of feasibility (i.e., reach, appropriateness, technology literacy and technology usability, fidelity, and adherence). In terms of reach, 19.8% (n = 11) of the initial population met the inclusion criteria and completed the three modules (mean age = 41; 90.9% men). The perceived appropriateness and the technology usability after the first use were both excellent, fidelity and adherence to the online treatment (73.3%) were adequate. Adherence to the EMAs and the weekly phone calls were more modest (54.51% and 66.67%, respectively). The results of the present study show that an online treatment for gambling problems enhanced by EMA and EMI might be feasible but challenges were noted in terms of reach and adherence to these assessments and calls. These challenges are important to consider for future trials and the scalability of treatments for individuals with gambling disorders.

Lifetime alcohol use disorder and gambling disorder: clinical profile and treatment response.

Gambling disorder affects 0.5-2.4% of the population and shows strong associations with lifetime alcohol use disorder. Very little is known regarding whether lifetime alcohol use disorder can impact the clinical presentation or outcome trajectory of gambling disorder. Data were pooled from previous clinical trials conducted on people with gambling disorder, none of whom had current alcohol use disorder. Demographic and clinical variables were compared between those who did versus did not have lifetime alcohol use disorder. Of the 621 participants in the clinical trials, 103 (16.6%) had a lifetime history of alcohol use disorder. History of alcohol use disorder was significantly associated with male gender (relative risk [RR] = 1.42), greater body weight (Cohen's D = 0.27), family history of alcohol use disorder in first-degree relative(s) (RR = 1.46), occurrence of previous hospitalization due to psychiatric illness (RR = 2.68), and higher gambling-related legal problems (RR = 1.50). History of alcohol use disorder was not significantly associated with other variables that were examined, such as severity of gambling disorder or extent of functional disability. Lifetime alcohol use disorder was not significantly associated with the extent of clinical improvement in gambling disorder symptoms during the subsequent clinical trials. These data highlight that lifetime alcohol use disorder is an important clinical variable to be considered when assessing gambling disorder because it is associated with several untoward features (especially gambling-related legal problems and prior psychiatric hospitalization). The study design enabled these associations to be disambiguated from current or recent alcohol use disorder.

Assessing the Link Between General Causality Orientations and Problem Gambling, and the Mediational Role of Nonattachment, Greed, and Anhedonia.

Gambling is common in the US, yet nearly one in three players experience gambling-related problems. Using Self-Determination Theory, this study explores how three causality orientations-autonomous, controlled, and impersonal-affect the severity of problem gambling. The study further investigates the mediating roles of nonattachment, dispositional greed, and anhedonia to illuminate how these orientations relate to problem gambling. The data from 675 participants (59% male; Mean age = 40.4years, SD = 12.9) via Amazon's Mechanical Turk were collected following a screening procedure to identify at-risk players. Findings showed that dispositional greed mediated the impact of a controlled orientation on problem gambling severity, while anhedonia mediated the effect of impersonal orientation. Unexpectedly, nonattachment did not explain the effect of autonomous orientation on problem gambling, though a negative association was still observed. This research enhances understanding of how individual differences and causality orientations contribute to problem gambling behavior. The implications are discussed.

Prevalence and correlates of gambling disorder in Spain: findings from a national survey

ABSTRACT The aim of the study was to estimate the prevalence of gambling disorder (GD) in a sample of Spanish adults and analyze the sociodemographic variables, addictive behaviors (i.e. gambling-related characteristics, substance use, and problematic internet use), and lifetime clinical diagnoses related to the severity of GD. Participants from the 2020 Spanish Survey on Alcohol and Drugs (N = 17,105; 50.52% men; M age = 38.38 ± 13.07) were included. Individuals were classified as gamblers with GD when scored ≥4 points in the DSM-5 criteria. ANOVA and Pearson correlations were carried out to analyze differences in GD scores according to the variables noted above. The results showed that the rate of GD was 0.63% in the total sample and 1.05% in past-year gamblers. Characteristics which showed significantly higher GD scores were as follows: being a man, younger age, unmarried, greater gambling involvement both online and offline, gambling both online and offline, betting on both strategic and non-strategic games or on exclusively strategic games, lower gambling risk perception, greater substance use, higher problematic alcohol, cannabis, or internet use, or a lifetime diagnosis of anxiety, insomnia, or substance use disorder (all p-values ≤.001). The findings may guide future legal regulation policies and promote actions to prevent gambling-related problems.

How can we measure gambling craving among adolescent gamblers? Psychometric properties of the Gambling Craving Scale

BackgroundCraving plays an important role in behavioural addictions such as Gambling Disorder (GD). However, it has only been included as a diagnostic criterion for substance addiction. Moreover, research on craving has focused mainly on adults, leaving out adolescents who can also be heavily involved in gambling behaviour. The purpose of this study was to investigate the psychometric properties of the most widely used craving assessment scale, the Gambling Craving Scale (GACS), in adolescent gamblers. MethodFor the current study, 1246 adolescent gamblers attending secondary school were recruited to complete a self-report questionnaire online. The psychometric properties of the GACS were examined: Confirmatory factor analysis was conducted; reliability was examined using the internal consistency method; in terms of validity, the relationship between the GACS total and subscale scores with some risk factors for problem gambling, gambling frequency and gambling problem severity was analyzed. ResultsThe factor analysis supported the three-factor structure, and good internal consistency was found for the GACS total scale and its three subscales. As regards validity, the GACS subscales resulted to be significantly and positively associated with economic perception of gambling and outcome expectancy, gambling-related cognitive distortions, gambling frequency, and problem gambling. LimitationsThe findings of this study were based on self-report data and only criterion validity was analyzed. ConclusionsThe GACS is a valid and rapid self-report measure of gambling craving in adolescent gamblers. In terms of prevention, the multidimensionality of the GACS is important for interventions. Clinical samples of adolescents are needed to confirm the validity of the scale.

Effectiveness of a web-based self-help tooltoreduce problem gambling: Arandomizedcontrolled trial.

Problem gambling constitutes a public health concern associated with psychopathological comorbidity, substance use, and financial difficulties. Most individuals with gambling problems avoid counseling services due to perceived stigma and their preference for self-reliance. Treatment accessibility could be improved through web-based interventions. We recruited 360 individuals with gambling problems and randomized them to a web-based intervention (n = 185) or an active control group consisting of a self-help manual for problem gambling (n = 175). The primary outcome was the number of days of gambling in the last 30 days. Secondary outcomes included money spent in the last 30 days, time gambling in the last 7 days, gambling-related problems, consumption of alcohol and cigarettes, and psychopathological comorbidity measured at posttreatment and 6-month follow-up. The primary outcome decreased significantly for both groups, with no significant difference between the groups. There were significant group × time interactions according to theGambling Symptom Assessment Scale (F = 8.83, p <0 .001), the Problem Gambling Severity Index (F = 3.54, p = 0.030), for cigarettes smoked in the last 7 days (F = 26.68, p < 0.001), the Patient Health Questionnaire-9 (F = 19.41, p <0 .001), and the Generalized Anxiety Disorder-7 (F = 41.09, p <0 .001) favoring the intervention group. We experienced an overall high dropout rate (76%). Win Back Control seems to be an effective low-threshold treatment option for individuals with gambling problems that might otherwise be unapproachable for outpatient treatment services. Nevertheless, the high dropout rate should be considered when interpreting the study results, as they may have introduceda degree of variability.

Impulsivity, Gambling-Related Cognitions, Cognitive Reappraisal and Gambling Behaviour in a Malaysian Sample

The relationships between cognitive reappraisal and problem gambling have been widely studied in different contexts. However, previous research findings remain inconsistent. This discrepancy might be attributed to the effects of interactions between cognitive reappraisal and other risk factors for problem gambling. Using moderation models, this study examined the association between impulsivity, gambling-related cognitive distortions, cognitive reappraisal and problem gambling in a sample of Malaysian gamblers. A total of 149 community gamblers (103 males, 46 females; mean age = 32.18) completed an online questionnaire. Problem gambling was measured with the South Oaks Gambling Screen (SOGS); cognitive reappraisal was measured using the Emotion Regulation Questionnaire-Cognitive Reappraisal Subscale (ERQ-CR); impulsivity was measured with the Short-UPPS-P Impulsive Behaviour Scale (SUPPS-P); and gambling-related cognitive distortions were measured using the Gambling Related Cognitions Scale (GRCS). The results revealed impulsivity and gambling-related cognitive distortions as significant predictors of problem gambling. At high levels, impulsivity and cognitive distortions are significant moderator variables that strengthen the association between cognitive reappraisal and problem gambling. These findings demonstrate that reappraisal skills could exacerbate problem gambling severity amongst impulsive or self-deceptive gamblers. Future research with larger and more representative samples is needed to validate and generalise these findings.

The effects of casino proximity and time on poverty levels in New York City

The effect of casino proximity and time on poverty levels in New York City examines levels of poverty over a 5-year duration for urban casino communities under the theoretical dimensions of exposure and adaption. Links between casino proximity and problem gambling or other gambling-related problems that could adversely impact individuals in disadvantaged communities were reported before the influx of urban casinos in major metro areas. This analysis uses Public Use Microdata Samples (PUMS) from the American Community Survey (ACS) estimates. A two-way factorial ANOVA measured poverty-level outcomes at high and low casino proximity in year 1 and year 5 after an urban casino had been opened. No significant interaction was found between casino proximity and year for poverty-level outcomes. The hypothesis that levels of poverty defined as PUMS score in urban casino communities and two levels of casino proximity in the New York metro area for the first and fifth year after the casino had been opened would not report statistically significant changes was supported. Higher poverty-level outcome scores were reported at closer distances measured as high casino proximity with approximately the same reported scores for year 1 and year 5, suggesting that closer distances to a casino despite the lifespan of the casino could influence poverty levels and other potential socio-economic factors. Contextualizing the findings in the exposure and adaptation theory frameworks suggests that exposure to a casino can have adverse consequences based on the increase in poverty-level outcome scores. Conversely, adaptation, which could occur over time, typically at the 5-year mark of operation, was not indicated due to the negligibility of poverty-level scores between year 1 and year 5; thus, refuting adaptation theory. This research expands the literature on urban casino proximity in the context of exposure and adaptation theory. Implication of these results provide the broader community of legislators, community workers, scholar-practitioners, preventionists, and industry with a better understanding of the phenomenon, and any potential adverse consequences to host and neighboring communities so that policy, intervention, prevention, and treatment can be implemented well before a casino opens.

Online Gambling Practices and Related Problems in Five European Countries: Findings from the Electronic Gam(bl)ing Multinational EmpiricalSurvey(E-GAMES) Project.

Online gambling has demonstrated a significant and growing impact on overall gambling involvement. To examine online gambling practices and associated problems, we conducted surveys with national samples of Internet users in several European countries. The objective of this paper is to provide a portrait of online gambling practices and problems in five European countries (i.e., France, Italy, Germany, Switzerland, and Poland) with different online gambling regulatory systems. This paper is the first presenting national comparisons of online gambling practices. Participants reported on their gameplay patterns, demographic characteristics, gambling-related problems, gambling frequency, average spending on different online gambling activities, and offline gambling participation over the past 12months. The Problem Gambling Severity Index was used to assess the severity of gambling problems in relation to online gambling (Ferris & Wynne, 2001 in The Canadian Problem Gambling Index: Final report, Canadian Centre on Substance Abuse, 2001). Pairwise logistic regressions examined the association between problem gambling and sociodemographic variables as well as gambling patterns and problem gambling. In all countries except Italy, the most popular online gambling activity was lotteries with nearly three quarters of participants reporting participation. The prevalence of at-risk and problem gambling was high in all countries with Poland reporting the highest prevalence and Switzerland the lowest. Gamblers who participated in gambling activities other than lottery were more likely to experience gambling-related problems. The rates in the present study are well above the levels usually found in surveys. High online gambling frequency, high spending, and participation in multiple online gambling activities were significantly associated with experiencing gambling-related problems.

What explains the link between romantic conflict with gambling problems? Testing a serial mediational model.

While individuals have many motives to gamble, one particularly risky motive for gambling is to cope with negative affect. Conflict with one's romantic partner is a strong predictor of negative affect, which may elicit coping motives for gambling and, in turn, gambling-related problems. Support for this mediational model was demonstrated in relation to drinking-related problems. We extended this model to gambling. Using a cross-sectional design, we examined links between romantic conflict (Partner-Specific Rejecting Behaviors Scale), negative affect (Depression, Anxiety, and Stress Scales-21), coping gambling motives (Gambling Motives Questionnaire, coping subscale), and gambling-related problems [Problem Gambling Severity Index (PGSI)] in 206 regular gamblers (64% men; mean age = 44.7 years; mean PGSI = 8.7) who were in a romantic relationship and recruited through Qualtrics Panels in July 2021. Results supported our hypothesis that the association between romantic conflict and gambling-related problems would be sequentially mediated through negative affect and coping gambling motives, β = 0.38, 95% CI [0.27, 0.39], and also showed a strong single mediation pathway through negative affect alone, β = 0.27, 95% CI [0.17, 0.38]. Negative affect and coping gambling motives partially explain the link between romantic conflict and gambling-related problems. Interventions should target both negative affect and coping gambling motives in response to romantic conflict to reduce gambling-related problems in partnered gamblers.

Motivating factors and barriers to help-seeking for casino gamblers: results from a survey in Swiss casinos.

Gambling can have serious consequences for many aspects of a person's life. Yet relatively few people with gambling problems seek help. This study examines the extent to which exclusion from casino venues among other factors may act as a motivator for further help-seeking among casino gamblers (both landbased and remote) with at-risk or disordered gambling behavior. In addition, the barriers that prevent gamblers from accepting help are examined. Gamblers from Swiss casinos completed a written questionnaire twice, at 6-month intervals. The questions included whether they had sought help in the past 6 months. For those with a SOGS-R rating of 1 or over (n = 173) at the second survey point, a difference in help-seeking was found between the excluded and non-excluded gamblers (p < .001), suggesting that exclusion may be a motivator for help-seeking. Reported differences in levels of debt (p = .006), recognition of gambling problems (p = .010) and severity of gambling-related problems (p = .004) can be taken to suggest that other motivating factors may also influence help-seeking behavior. With regard to the support sought, the most frequently used forms of support were specialized addiction counseling centers (39.5%), followed by self-help groups (21.1%) and remote counseling centers (10.5%). In terms of barriers, reasons relating to attitude, such as denial, appear to pose greater barriers than treatment-related concerns. From a public health perspective, an overarching strategy is required to increase the share of help-seekers among casino gamblers through targeted measures.

Etiology of problem gambling in Canada.

To conduct a large-scale national cohort study to identify the current etiological risk factors for problem gambling in Canada. A cohort of 10,119 Canadian gamblers completed a comprehensive self-administered online questionnaire in 2018 and were reassessed in 2019. At baseline, the sample contained 1,388 at-risk gamblers, 1,346 problem gamblers, and 2,710 with a major DSM-5 mental health disorder. A total of 108 independent variables (IVs) were available for analysis, as well as the self-report of perceived causes of gambling-related problems for 1,261 individuals. The strongest multivariate predictors of current and future problem gambling were "gambling-related" variables (i.e., current and past problem gambling, intensive gambling involvement, playing electronic gambling machines (EGMs), gambling fallacies, socializing with other people having gambling-related problems, and family history of having gambling-related problems). Beyond gambling-related variables, greater impulsivity and lower household income were robustly predictive. Thirteen additional variables were either concurrently or prospectively predictive, but not both. In contrast to the many different quantitative predictors, self-reported causes tended to be singular and psychologically oriented (i.e., desire to win money, boredom, stress, poor self-control). The predictors of problematic gambling in the present study are very similar to the predictors identified in prior international longitudinal and cross-sectional research. This implies core cross-cultural risk factors, with gambling-related variables and impulsivity being most important, and comorbidities and demographic variables having more modest contributions. The additional value of the present results is that they comprehensively identify the relative importance of all known etiologically relevant variables within a current Canadian context. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

A systematic review of adolescents sports gambling

The objective of this study is to explore the topic of sports gambling among adolescents, as this activity has become increasingly prevalent among this demographic. A scoping review was conducted using the PRISMA approach, which involved the selection of 42 relevant studies from the Scopus database spanning the period from 2007 to 2021. The review findings revealed that there is limited research specifically focused on understanding the motivations and intentions behind adolescent sports gambling. However, the majority of the studies indicated that young males exhibit a greater inclination towards engaging in gambling activities. This suggests a growing interest in and awareness of this issue, providing numerous opportunities for future research to investigate the motivations and intentions of Generation Z adults in relation to sports gambling. Given the significant growth of gambling, it is important to note the lack of literature examining the satisfaction of needs and frustration of needs among adolescents with regard to sports gambling. Initiatives that address this gap in research would be valuable in expanding our understanding of the motivations and intentions underlying teenage sports gambling, ultimately leading to the implementation of effective measures aimed at reducing gambling-related problems among adolescents.

Development of Gambling Behaviour and Its Relationship with Perceived Social Support: A Longitudinal Study of Young Adult Male Gamblers

Young adult men who gamble frequently face an elevated risk of developing gambling-related problems. So far, little is known about how changing levels of perceived social support interact with the course of gambling behaviour and gambling-related problems in this population. Using data from a prospective single-arm cohort study (Munich Leisure Time Study), we applied hierarchical linear models to investigate the longitudinal association of changes in perceived emotional and social support (hereafter PESS; operationalized as ENRICHD Social Support Instrument score) with gambling intensity, gambling frequency, and fulfilled criteria for gambling disorder. Pooling data from three time points (baseline, 12-month and 24-month follow-ups) to assess two 1-year intervals, these models disentangle the associations of (a) “level of PESS” (cross-sectional, between participants) and (b) “changes in individual PESS” (longitudinally, within-participants). Among the 169 study participants, higher levels of PESS were associated with fewer gambling-related problems (− 0.12 criteria met; p = 0.014). Furthermore, increasing individual PESS was associated with lower gambling frequency (− 0.25 gambling days; p = 0.060) and intensity (− 0.11 gambling hours; p = 0.006), and fewer gambling-related problems (− 0.19 problems; p < 0.001). The results suggest a mitigating influence of PESS on gambling behaviour and gambling-related problems. Increasing individual PESS appears more decisive for this pathway than high initial levels of PESS. Treatment and prevention strategies that activate and reinforce beneficial social resources in people with gambling-related problems are recommended and promising.

Trauma and Gambling

Both gambling-related problems and trauma have long been associated with substantial costs for individuals, their families, and society. Existing reviews of research on the relationship between trauma and gambling have thus far been limited to quantitative work. A scoping review of published peer-reviewed qualitative research was conducted to synthesize existing research concerning the relationship between trauma and gambling. Relevant articles were identified through database searches in Ovid MEDLINE, APA PsycNET, PubMed, Scopus, PTSDpubs, and through hand sorting methods. English and French articles that comprised original qualitative research with results exploring the relationship between trauma and gambling were included. A total of 22 articles published between 2007 and 2022 were included in this review. Four major themes emerged during the narrative and thematic synthesis of the articles: (1) gambling as a consequence of trauma, (2) trauma as a consequence of gambling behavior, (3) cyclical relationship of trauma and gambling, and (4) healing from trauma and gambling-related harms. Future research would benefit from the use of qualitative methods in exploring the complex relationships between trauma and gambling.

Childhood use of coin pusher and crane grab machines, and adult gambling: A conceptual replication of Newall etal. (2021).

Youth gambling research mainly focuses on the illegal use of age-restricted machines, but coin pusher and crane grab machines are gambling machines that can be used by people of any age in the UK, and are also in use internationally. Previous cross-sectional evidence has associated recollected childhood usage of these machines with adult gambling participation and levels of problem gambling amongst adult gamblers. We attempted to conceptually replicate the findings of one of these studies (Newall etal., 2021), while addressing some limitations of that study. A cross-sectional survey of 2,000 UK-based and -born participants aged 19-24 years. The measures were participants' recollected usage of coin pusher and crane grab machines as a child, whether they had gambled in the past 12-months or not, and the PGSI for past 12-month gamblers. Overall, 5 of 7 tested associations were significant and in the hypothesized direction. Logistic regression models showed that adult gamblers were more likely to recollect using, and used at higher levels of frequency, coin pusher and crane grab machines, than non-gamblers. Then, negative binomial regression analysis showed that adults who recollected using crane grab machines at higher levels of frequency showed more gambling-related problems. These results suggest that childhood usage of coin pusher and crane grab machines may act as an underappreciated risk factor for the development of gambling-related harm across the lifespan. This information may be considered for further youth gambling research and policy.

The associative learning roots of affect-driven impulsivity and its role in problem gambling: Areplication attempt and extension of Quintero etal. (2020).

Negative/positive urgency (NU/PU) refers to the proneness to act rashly under negative/positive emotions. These traits are proxies to generalized emotion dysregulation, and are well-established predictors of gambling-related problems. We aimed to replicate a previous work (Quintero etal., 2020) showing NU to be related to faulty extinction of conditioned stimuli in an emotional conditioning task, to extend these findings to PU, and to clarify the role of urgency in the development of gambling-related craving and problems. 81 gamblers performed an acquisition-extinction task in which neutral, disgusting, erotic and gambling-related images were used as unconditioned stimuli (US), and color patches as conditioned stimuli (CS). Trial-by-trial predictive responses were analyzed using generalized linear mixed-effects models (GLME). PU was more strongly related than NU to craving and severity of gambling problems. PU did not influence acquisition in the associative task, whereas NU slightly slowed it. Extinction was hampered in individuals with high PU, and a follow-up analysis showed this effect to depend on relative preference for skill-based and casino games. Results suggest that resistance to extinction of emotionally conditioned cues is a sign of malfunctioning emotion regulation in problematic gambling. In our work, the key effect was driven by PU (instead of NU), and gambling craving and symptoms were also more closely predicted by it. Future research should compare the involvement of PU and NU in emotion regulation and gambling problems, for gamblers with preference for different gambling modalities (e.g., pure chance vs skill games).