Age-related physical and psychological vulnerability as pathways to problem gambling in older adults

Gambling in Older Adulthood: Longitudinal Associations Between Stressful Life Events, Individual, and Social Factors

Older adults are receiving increased attention in gambling research, in part because gambling and related problems appear to be increasing in this population. To date, little or no research has examined the complexities of gambling and later-life circumstances, including life events, and individual and social factors. This study utilized longitudinal data (5 waves) from older adults (60 + ; N = 670) in the Quinte Longitudinal Study (Williams et al., in: The Quinte longitudinal study of gambling and problem gambling 2006-2011, Bay of Quinte region, Ontario, 2014). Longitudinal multilevel models examined between- and within-person effects of stressful life events on gambling frequency and Problem Gambling Severity Index (PGSI) scores, and the possible moderating role of individual (age, gender, mental health, physical health) and social variables (marital status, social support) on this relationship. Results of the final model showed significant effects (p < .01) for linear time (PGSI scores declined across waves; β = - .06); gender (women's mean PGSI greater than men's; γ = .26); social support (less support associated with greater PGSI; γ = .05); and an interaction between age and stressful life events (effect of stressful events on PGSI is lesser with greater age; γ = - .02). Simple slopes (at mean age of 66 at wave 1, and ± 1SD) showed that at 61 (γ = .35) and 66 years (γ = .23), mean PGSI scores were greater with each additional stressful life event; there was no significant effect for stressful events at age 71. These findings suggest women, those with less social support, and greater stressful life events may be at greater risk of problem gambling, while greater age weakens the effect of stressful events and problem gambling.

Trajectory changes and temporal priorities between depressive symptoms and social participation: A longitudinal study

BACKGROUND

Depressive symptoms and social participation are important factors influencing the health of older persons. Further research is needed to understand the interaction between these two variables.

METHOD

The Center for Epidemiological Studies Depression Scale (CES-D) and the Social Participation Questionnaire were employed to assess depressive symptoms and social participation. A latent growth model (LGM) was used to investigate changes in the trajectories of variables. The parallel process latent growth model (PP-LGM) and autoregressive cross-lagged model (ARCL) determined whether correlations existed.

RESULT

Older persons' depressive symptoms worsened while their level of social participation decreased. The intercept of depressive symptoms was negatively correlated with the slope of social participation(r=-0.133, p = 0.011). The slope of depressive symptoms and social participation were positively correlated(r = 0.444, p < 0.001). Depressive symptoms at earlier time points predicted later social participation(β1=-0.025, p1=0.032, β2=-0.040, p2=0.001).

CONCLUSION

There are dynamic changes and correlations between depressive symptoms and social participation in older persons.

From Clicks to Bets: How Social Media Engagement Influences Gambling Severity-Cross-Sectional Research

The evolving gambling environment, marked by increased accessibility and innovative promotions, has led to rising expenditures globally. Despite this, the relationship between social media use and problem gambling in the Czech Republic remains underexplored. To investigate the association between social media use and problem gambling severity among Czech adults using the Problem Gambling Severity Index (PGSI). Is there a difference in gambling severity based on demographic characteristics? (1); Is there a relationship between social media news consumption and gambling severity? (2); Is there a connection between negative motives for social media use and problematic usage? (3); Is there a link between problematic social media use and gambling severity? (4). Primary research, designed as a cross-sectional study, was conducted in the Czech Republic in November 2024 on a sample of 3093 respondents (48.4% male). All participants were aged 16 years or older. The sample was selected using quota sampling based on multiple identifying quota variables, with minimal differences in the proportions of quota indicators compared to the general population. Non-parametric tests and ordinal logistic regression analyzed relationships between demographics, social media use, and PGSI scores. Higher PGSI scores were found among males, younger participants, those with lower education, and the unemployed or students. Greater social media news consumption correlated with increased gambling severity. Disruptive social media behaviors, such as waking up to check notifications and interrupting activities, were significantly associated with higher PGSI scores. Problematic social media use involving deceit and family conflict substantially heightened the risk of severe gambling problems. These findings highlight the need for targeted prevention initiatives, regulatory policies, and enhanced digital literacy to safeguard vulnerable groups from the risks posed by digital gambling platforms. Addressing both gambling behaviors and problematic social media use is crucial in mitigating potential harms.

The impacts of stress and loneliness on gambling and gaming problems: A nationwide longitudinal study

BACKGROUND

Problems related to gambling and digital gaming have been a topic of concern for years. Less attention has been paid to the probable psychosocial factors behind these problems. While previous studies have established links between stress, loneliness, and addiction, there is a lack of longitudinal research investigating how stress and loneliness affect addictive behaviors, including problem gambling and gaming.

AIMS

This study uses multilevel mixed-effects generalized linear models to analyze the between- and within-person effects of stress and loneliness on gambling and gaming problems. The interaction between stress and loneliness was also investigated.

METHODS

A representative sample of Finns (N = 1,530) answered a survey in 6-month intervals between spring 2021 and autumn 2023; 49.22% of the sample took part at all six time points. The Problem Gambling Severity Index and the Internet Gaming Disorder Test were used to measure gambling and gaming problems. The three-item UCLA Loneliness Scale was used to assess loneliness, and the Perceived Stress Scale was used to evaluate stress.

RESULTS

After controlling for gender and age, loneliness was found to increase only gaming problems at both the between- and within-person levels, but not gambling. In contrast, stress enhanced both gambling and gaming problems at the between- and within-person levels. Additionally, loneliness and stress were found to have negative interaction suggesting that their combined effect was lower than their separate effects.

CONCLUSION

The findings provide longitudinal insight into the psychosocial vulnerabilities behind problem gambling and gaming, which can be helpful in designing targeted interventions.

The Dual Burden of Emerging Adulthood: Assessing Gambling Severity, Gambling-Related Harm, and Mental Health Challenges

Growing concerns over gambling problems across age groups have sparked research in public health and psychology. During emerging adulthood, individuals are more susceptible to mental health problems and more likely to develop gambling problems than in other age groups. This study explored the potential differences between emerging adults and adults aged 30+ in terms of problem gambling severity (PGS), gambling-related harm (GRH), depression and anxiety, and the mediating role of depression and anxiety in the association between age, PGS, and GRH. A representative online sample of 3244 Israelis aged 18 and over was divided into two groups: 740 emerging adults aged 18-29 and 2504 adults aged 30+. Gambling behaviors, the Problem Gambling Severity Index, the Short Gambling Harm Screen, and the Patient Health Questionnaire-4 assessing depression and anxiety were administered. Emerging adults had significantly higher levels of GRH, PGS, and depression-anxiety than their older counterparts, above and beyond gender and education. Depression-anxiety fully mediated the associations between age and gambling-related outcomes. These findings underscore the importance of considering psychological well-being in efforts to address problem gambling and gambling-related harms, especially in emerging adults.

Gambling and Aging: An Overview of a Risky Behavior

Gambling is a field of study that has grown since the 2000s. Much research has focused on adolescents and youth as a vulnerable population. The rate of aging gamblers is increasing; however, evidence-based knowledge of this population is still too sparse. After introducing the issue (1), this article provides a narrative review of older adults' gambling through three sections: (2) older adult gamblers (age, characteristics, and motivations), (3) gambling as a risky decision-making situation, and (4) gambling disorder related to older adults. By drawing on the existing literature from a problematization perspective, this type of review can highlight complex and original research topics and provoke thought and controversy to generate avenues for future research. This narrative review provides an overview of the existing literature on gambling among older adults and offers perspectives on how aging can affect decision-making and thus gambling for this population. Older adults are a specific population, not only in terms of the consequences of gambling disorders but also in terms of the motivations and cognitions underlying gambling behaviors. Studies on behavioral science focusing on decision-making in older adults could help in the development of public policy in terms of targeted prevention.

A scoping review of the individual, socio-cultural, environmental and commercial determinants of gambling for older adults: implications for public health research and harm prevention

Gambling is a global public health issue that can cause harm to individuals, families, and communities. Older adults are vulnerable to gambling harm due to life-stage experiences. This study aimed to examine current research relating to individual, socio-cultural, environmental, and commercial determinants of gambling among older adults. A scoping review was conducted (PubMed, PsycInfo, SocIndex, CINAHL Complete, Web of Science, Social Science and Sociology databases available in ProQuest, Google Scholar, citation searching), with peer reviewed studies included that were published between 1 December 1999 and 28 September 2022. Included studies were published in English in peer-reviewed journals that examined the determinants of gambling in adults aged 55 and over. Records were excluded if they were experimental studies, prevalence studies or had a population wider than the required age group. Methodological quality was assessed using JBI critical appraisal tools. Data was extracted using a determinants of health framework and common themes were identified. Forty-four were included. Most literature examined individual and socio-cultural determinants including reasons for gambling, risk management strategies, and social motivations for gambling. Few studies investigated environmental or commercial determinants, and those that did focused on accessibility of venues or promotions as pathways to gambling. Further research is needed to understand the impact of gambling environments and industry, and effective public health responses for older adults.

Latent Classes for the Treatment Outcomes in Women with Gambling Disorder and Buying/Shopping Disorder

BACKGROUND

The risk for behavioral addictions is rising among women within the general population and in clinical settings. However, few studies have assessed treatment effectiveness in females. The aim of this work was to explore latent empirical classes of women with gambling disorder (GD) and buying/shopping disorder (BSD) based on the treatment outcome, as well as to identify predictors of the different empirical groups considering the sociodemographic and clinical profiles at baseline.

METHOD

A clinical sample of n = 318 women seeking treatment for GD (n = 221) or BSD (n = 97) participated. Age was between 21 to 77 years.

RESULTS

The four latent-classes solution was the optimal classification in the study. Latent class 1 (LT1, good progression to recovery) grouped patients with the best CBT outcomes (lowest risk of dropout and relapses), and it was characterized by the healthiest psychological state at baseline, the lowest scores in harm avoidance and self-transcendence, and the highest scores in reward dependence, persistence, self-directedness and cooperativeness. Latent classes 3 (LT3, bad progression to drop-out) and 4 (LT4, bad progression to relapse) grouped women with the youngest mean age, earliest onset of the addictive behaviors, and worst psychological functioning.

CONCLUSIONS

GD and BSD are complex conditions with multiple interactive causes and impacts, which need wide and flexible treatment plans. Specific interventions should be designed according to the specific profiles of women for achieving early inclusion, retention and well-maintained long-term effects.

Reviewing the Consequences of Electronic Gaming Machine Misuse in Australian Older Adults: Implications for Addiction Nurses

ABSTRACT

This review explores contemporary literature exploring electronic gaming machine (EGM) use in the Australian context. EGMs, colloquially known in Australia as pokies (poker machines), lead statistics on gambling losses in Australia and are a substantially different form of gambling when compared with other means, such as sports or casino wagering. This article focuses on Australian literature on EGMs, with comparisons made with international trends. Searches of the Scopus, CINAHL, and Medline electronic journal databases were performed to find literature examining problem gambling through EGM use in older adults. The results of the search found that little literature exists regarding problematic EGM use in older adults; however of the studies that do exist, problem EGM use in the older adult cohort is frequently related to mental ill health as well as alcohol, tobacco, and other substance use. Addiction nurses are in a unique position to assess and detect problematic EGM gambling in older adults; however, few screening tools are used in clinical practice. Given the ease of access and increasing sophistication of EGMs, it is foreseeable that problematic EGM use will be an issue addiction nurses encounter in their future practice and one they should be aware of.

Vulnerability and Relationship Satisfaction

The present study aimed to investigate the mediating role of smartphone addiction in the association between vulnerability and relationship satisfaction among younger adults living in Turkey. The relationship assessment scale, the smartphone addiction scale-short version, the psychological vulnerability scale, and the social vulnerability scale were applied to 326 university students. Structural equation modelling showed that vulnerability has a significantly direct effect on relationship satisfaction, and smartphone addiction can partially mediate the impact of vulnerability on relationship satisfaction. The bootstrapping techniques confirmed that smartphone addiction had a partial mediation effect between vulnerability and relationship satisfaction. These data may help clinicians and researchers to better understand the consequences of vulnerability and underlying the processes of smartphone addiction and relationship satisfaction.

A Longitudinal Study of Gambling Behaviors During the COVID-19 Pandemic in Sweden

This study aimed to investigate changes in gambling behaviors during the first and second waves of the COVID-19 pandemic in Sweden. Participants who had gambled within the past year were recruited from social media and the Swedish National Helpline (n = 325, mean age 39.8 years, 64.8% males, 31.3% with problem gambling) and completed an online survey measuring gambling behaviors, consequences of the pandemic in general and worries related to the pandemic. A sub-sample (n = 139) completed a follow-up survey, during the second wave. The results showed no significant associations between COVID-19 consequences (financial or increased isolation) and increased monthly gambling behavior. No major migrations were observed between game types. However, gambling on a high-risk game (OR = 7.44, p < 0.001) and worrying about mental health due to the pandemic (OR = 2.85, p < 0.001) were significantly associated with past year gambling problems and increased monthly gambling problems from the first to the second wave. More longitudinal research is needed in vulnerable populations, to fully understand the long-term consequences of the pandemic.

Gambling and ageing: less illusion but more risk

Seniors are a population of concern due to exposure to both increasing gambling venues and powerful age-specific risk factors. There has been only limited research on this population so far, but studies conducted among younger adults suggest that the illusion of control is a key factor, leading players to develop strategies that increase their risk-taking in gambling. Time perspective (TP) is a good indicator of risky behaviours in a number of different areas, including health and the environment. In the present study, we sought to identify the age-specific cognitive mechanisms underlying gambling behaviour in normal ageing. We asked 115 emerging adults (mean age = 20.86 years), 86 young adults (mean age = 30.59), 82 middle-aged adults (mean age = 44.57) and 108 seniors (mean age = 65.19) to play an online game. We rated their illusion of control, risk-taking and TP. Analysis revealed that seniors took more risks and had less illusion of control than younger adults. The fatalistic-present TP positively influenced the illusion of control, such that perceiving the present as being determined by uncontrollable forces increased the perceived level of control. Finally, we found an influence of age on TP. These results suggest that seniors constitute a specific population in terms of gambling-related cognitions and behaviours. Including TP in risky behaviour assessments would allow the development of tailor-made preventive measures.

Gambling activity in the old-age general population

Old 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.

Contribution of stressful life events to gambling activity in older age

Older subjects are susceptible to develop gambling problems, and researchers have attempted to assess the mechanisms underlying the gambling profile in later life. The objective of this study was to identify the main stressful life events (SLE) across the lifespan which have discriminative capacity for detecting the presence of gambling disorder (GD) in older adults. Data from two independent samples of individuals aged 50+ were analysed: N = 47 patients seeking treatment at a Pathological Gambling Outpatient Unit and N = 361 participants recruited from the general population. Sexual problems (p < 0.001), exposure to domestic violent behaviour (p < 0.001), severe financial problems (p = 0.002), alcohol or drug-related problems (p = 0.004) and extramarital sex (p < 0.001) were related to a higher risk of GD, while getting married (p = 0.005), moving to a new home (p = 0.003) and moving to a new city (p = 0.006) decreased the likelihood of disordered gambling. The accumulated number of SLE was not a predictor of the presence of GD (p = 0.732), but patients who met clinical criteria for GD reported higher concurrence of SLE in time than control individuals (p < 0.001). Empirical research highlights the need to include older age groups in evidence-based policies for gambling prevention, because these individuals are at high risk of onset and/or progression of behavioural addiction-related problems such as GD. The results of this study may be useful for developing reliable screening/diagnostic tools and for planning effective early intervention programmes aimed to reduce the harm related to the onset and evolution of problem gambling in older adults.

Older Men With Living Spouses Versus Men Without Spouses: An Example From the Arab World-Kuwait

This research is concentrated on elderly Kuwait men and the effect that losing wife, a major determinant of social support, has on their general health. A sample of 472 older male adults aged 60 years and older have been included in this study. A questionnaire was the major tool of the study. The questionnaire included sociocultural information and social support scales (Degree of Religiosity, Social Support Scale, Frequency of Contact, and Strength of Relation scales). Health measurements also were used: two, one-item self-reported health scales in the current year and last year and a Somatic Symptoms Inventory (SSI) were used. Systolic and diastolic blood pressure and glucose levels were taken. Statistical Package for Social Sciences (SPSS, version 21) was used for data entry and analysis. t-test and regression were the major statistical procedures. Data show that there are differences between elderly men with a living wife compared to those without a living wife. Having a living wife was positively associated with better social support and health in Kuwaiti elderly men. Data show that a living wife is an important factor of men's health and well-being in general and that a wife is one of the major social support elements of elderly men.

Baby boomers as gamblers: recognizing and preventing gambling harm with intersectional approach

OBJECTIVES

This study aims to discuss and analyse the gambling habits and perceptions towards gambling cultures and problems among the large 'baby boomer' generation in Finland from an intersectional approach. These people born between 1945 and 1955 in their retirement or approaching retirement may face new risks regarding gambling. The results of this study support the designing of harm prevention among this ageing generation.

STUDY DESIGN

Twenty-five people were interviewed in six focus groups. Participants' gambling experience varied from non-gambling to having experienced some problems. Three of the focus groups had participants with second degree education the highest, and three of the groups had participants with second degree education the lowest. Four interviews were conducted in the capital area and two in rural environments.

METHODS

The group interview data were analysed with thematic content analysis. After initial coding in accordance with the research questions, subthemes and final themes were formed. Results are discussed through the final themes.

RESULTS

The main results concern the gambling habits on the participants' life course: from shared, cultural experiences in their childhood to mostly minor gambling on the edge of retirement; the mutual understanding of the enormous growth in gambling supply during their lifetime, but emphasizing the importance of gambling monopoly for the society; and framing gambling problems as an individual tendency.

CONCLUSIONS

The prevention of gambling harm within this generation needs to take into account the historical changes they have lived: from few, harmless gambling products framed as an instrument to support 'good causes' to the current world of commercial gambling. The deterministic understanding of gambling problems as an individual flaw may prevent recognizing problem gambling and seeking help to tackle the problems. Risks for gambling harm relate more to the gambling structures and cultures this ageing generation lives in, and the deterministic, individual understanding of gambling harm they share, than to marginalized positions they may have through gender or education.

The influence of chronological age on cognitive biases and impulsivity levels in male patients with gambling disorder

BACKGROUND AND AIMS

Due to the contribution of age to the etiology of gambling disorder (GD), there is a need to assess the moderator effect of the aging process with other features that are highly related with the clinical profile. The objective of this study is to examine the role of the chronological age into the relationships between cognitive biases, impulsivity levels and gambling preference with the GD profile during adulthood.

METHODS

Sample included n = 209 patients aged 18-77 years-old recruited from a Pathological Gambling Outpatients Unit. Orthogonal contrasts explored polynomial patterns in data, and path analysis implemented through structural equation modeling assessed the underlying mechanisms between the study variables.

RESULTS

Compared to middle-age patients, younger and older age groups reported more impairing irrational beliefs (P = 0.005 for interpretative control and P = 0.043 for interpretative bias). A linear trend showed that as people get older sensation seeking (P = 0.006) and inability to stop gambling (P = 0.018) increase. Path analysis showed a direct effect between the cognitive bias and measures of gambling severity (standardized effects [SE] between 0.12 and 0.17) and a direct effect between impulsivity levels and cumulated debts due to gambling (SE = 0.22).

CONCLUSION

Screening tools and intervention plans should consider the aging process. Specific programs should be developed for younger and older age groups, since these are highly vulnerable to the consequences of gambling activities and impairment levels of impulsivity and cognitive biases.

Cold pressor pain and gambling disorder: implications for the opioid system

OBJECTIVE

Gambling disorder (GD) is a common, disabling condition that often is exacerbated by stressful life events. Under stress, the sympathetic nervous system and the hypothalamic-pituitary-adrenal axis are activated. The question, therefore, arises as to whether an abnormal sympathetic response can be found in individuals with GD.

METHOD

Adult individuals with GD and no current co-occurring mental disorders were enrolled. Participants completed impulsivity and gambling-related questionnaires and underwent cold pressor evaluation. GD participants were compared with controls on measures of heart rate, blood pressure, and pain.

RESULTS

Fifteen people with GD and 18 controls completed the study. Kaplan-Meier analysis indicated that the GD group withdrew their hand from the painful stimulus more rapidly than controls (Wilcoxon chi-square = 3.87, p = 0.049), suggestive of lesser pain tolerance. Subjective pain ratings and cardiovascular measurements did not significantly differ between groups.

CONCLUSIONS

Individuals with GD manifested a relative intolerance to pain on the cold pressor paradigm, even though they physiologically did not seem to experience greater pain. Given the role of the opioid system in pain processing, it would be valuable in future work to examine whether cold pressor measures can predict response to treatments in GD, including with opioid antagonists.

Presence of problematic and disordered gambling in older age and validation of the South Oaks Gambling Scale

The use of instruments originally developed for measuring gambling activity in younger populations may not be appropriate in older age individuals. The aim of this study was to examine the presence of problematic and disordered gambling in seniors aged 50 or over, and study the reliability and validity properties of the SOGS (a screening measure to identify gambling related problems). Two independent samples were recruited: a clinical group of n = 47 patients seeking treatment at a Pathological Gambling Outpatient Unit, and a population-based group of n = 361 participants recruited from the same geographical area. Confirmatory factor analysis verified the bifactor structure for the SOGS with two correlated underlying dimensions [measuring the impact of gambling on the self primarily (Cronbach's alpha α = 0.87) or on both the self and others also (α = 0.82)], and a global dimension of gambling severity (also with excellent internal consistency, α = 0.90). The SOG obtained excellent accuracy/validity for identifying gambling severity based on the DSM-5 criteria (area under the ROC curve AUC = 0.97 for discriminating disordered gambling and AUC = 0.91 for discriminating problem gambling), and good convergent validity with external measures of gambling (Pearson's correlation R = 0.91 with the total number of DSM-5 criteria for gambling disorder, and R = 0.55 with the debts accumulated due to gambling) and psychopathology (R = 0.50, 0.43 and 0.44 with the SCL-90R depression, anxiety and GSI scales). The optimal cutoff point for identifying gambling disorder was 4 (sensitivity Se = 92.3% and specificity Sp = 98.6%) and 2 for identifying problem gambling (Se = 78.8% and Sp = 96.7%). This study provides empirical support for the reliability and validity of the SOGS for assessing problem gambling in elders, and identifies two specific factors that could help both research and clinical decision-making, based on the severity and consequences of the gambling activity.

Dimensions of Impulsivity in Gambling Disorder

Impulsivity is a multidimensional construct. Although gambling disorder (GD) has been associated with high impulsivity, impulsivity across multiple domains has not been thoroughly investigated in this population. We first aimed to examine whether associations between three facets of impulsivity (response impulsivity, choice impulsivity and impulsive tendency) varied between GD patients and healthy controls (HC). We next aimed to evaluate relationships between these three types of impulsivity, as proposed by theoretical models of impulsivity, and their associations with GD severity. The sample included 97 treatment-seeking adult men with GD, diagnosed according to DSM-5 criteria, and 32 male HCs recruited from the general population. Greater impulsivity in all three domains was found in men with GD in comparison to men without GD. Associations between impulsivity facets were found in both groups, with response impulsivity being the only domain associated with GD severity. Our findings confirm that multiple domains of impulsivity are relevant in GD. Future studies should examine the extent to which treatments aimed at targeting specific aspects of impulsivity improve outcomes.

Gambling Phenotypes in Older Adults

Participation in gambling is rising in older adults. Indeed, in the coming years, engagement in gambling as a social activity is expected to increase more sharply in the elderly than in any other age group. Due to their exposure to powerful age-specific risk factors such as isolation, inactivity and failing health, older people are highly vulnerable to gambling-related problems. This study aimed to explore the existence of empirical clusters related to gambling habits in a sample of elderly participants from the general population. The sample included n = 361 participants, age range 50-90 years (mean 73.8, SD 8.4). Empirical clusters were identified through a two-step clustering analysis based on a broad set of indicators, including sociodemographic features, psychopathological state, substance use, life events, gambling preferences and scores on screening measures of gambling severity. The prevalence of GD in the study was 1.4%. Two clusters were identified: (a) cluster 1 (labeled as "low risk of gambling problems", n = 265, 73.4%), which included the higher proportion of non-gamblers or individuals who engage only in non-strategic gambling, women, widowed, and lower levels of education (no individual into this group met criteria for GD); and (b) cluster 2 (labeled as "higher risk of gambling problems", n = 96, 26.6%), which included the higher proportion of men, who reported both non-strategic and strategic gambling preferences (all participants diagnosed of GD were grouped into this cluster), older age, longer history of gambling, higher gambling severity, higher use of substances and worse psychopathological state. The elderly constitute a heterogeneous group with regard to gambling phenotypes. The results of this study may prove particularly useful for developing reliable screening tools able to identify older patients at a high risk of gambling problems, and for designing effective prevention and intervention programs.

Psychosocial risk factors in disordered gambling: A descriptive systematic overview of vulnerable populations

BACKGROUND

Gambling is a behaviour engaged in by millions of people worldwide; for some, gambling can become a severely maladaptive behaviour, and previous research has identified a wide range of psychosocial risk factors that can be considered important for the development and maintenance of disordered gambling. Although risk factors have been identified, the homogeneity of risk factors across specific groups thought to be vulnerable to disordered gambling is to date, unexplored.

METHODS

To address this, the current review sought to conduct a systematic overview of literature relating to seven vulnerable groups: young people and adolescents, older adults, women, veterans, indigenous peoples, prisoners, and low socio-economic/income groups.

RESULTS

Multiple risk factors associated with disordered gambling were identified; some appeared consistently across most groups, including being male, co-morbid mental and physical health conditions, substance use disorders, accessibility and availability of gambling, form and mode of gambling, and experience of trauma. Further risk factors were identified that were specific to each vulnerable group.

CONCLUSION

Within the general population, certain groups are more vulnerable to disordered gambling. Although some risk factors are consistent across groups, some risk factors appear to be group specific. It is clear that there is no homogenous pathway in to disordered gambling, and that social, developmental, environmental and demographic characteristics can all interact to influence an individual's relationship with gambling.

The Winners and the Losers: Tax Incidence of Gambling in Finland

Gambling markets have grown rapidly for the last few decades. As a result, gambling is also a very important and common source of tax income for many governments these days. This raises a question about the overall fairness of the gambling taxation systems. In this paper, we aim to study the tax incidence of gambling in Finland. First, we analyse who are the expected payers of the gambling taxes and second, who are expected to be the receivers of the gambling-tax based contributions. In the first part of the study, we analyse the demographic incidence of gambling taxation by using the Finnish gambling 2015 population survey combined with registry based variables. Our data contains 3776 individuals. In the second part of the study, we use data of county level gambling-taxation based contributions to different organisations to analyse how the gambling expenditures are distributed back to citizens in a form of public spending. This study shows that different socio-demographic factors have diverse association with the decisions whether or how much to gamble. The results also suggest that more disadvantaged, i.e. lower income, less educated and rural area living, individuals are expected to be the “losers” of the Finnish gambling taxation system. In other words, the Finnish gambling system is found to be regressive by nature.

Determinants of Gambling Disorders in Elderly People-A Systematic Review

Background: Despite the growth in the number of studies on gambling disorders (GDs) and the potentially severe harm it may cause, problem gambling in older adults is rarely apparent in literature. Driven by the need to overcome this limitation, a broad systematic review is essential to cover the studies that have already assessed the determinants of GD in the elderly. Objectives: The aim of this systematic review is to understand the determinants related to GDs in elderly people. Methods: A total of 51 studies met the inclusion criteria, and data were synthesized. Results: Three major types of determinants were identified in this review: individual, socio-financial and environmental. Conclusions: This review explored the determinants influencing GDs in older people. The findings are relevant to academics, policymakers, patients, and practitioners interested in the identification and prevention of GD in older people.

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.