Psychometric Evaluation of the Problem Gambling Severity Index-Chinese Version (PGSI-C)

The purpose of this study was to examine the psychometric properties of the Chinese 9-item Problem Gambling Severity Index (PGSI) derived from the 31-item Canadian Problem Gambling Index (CPGI) originally developed by Ferris and Wynne (2001). Exploratory factor analysis (EFA; n = 386; Group A data) and confirmatory factor analysis (CFA; n = 387; Group B data) on the Chinese student and community data (Mean age = 25.36 years) showed that a unifactorial model fitted the data with good reliability score (Cronbach’s alpha = 0.77). The concurrent validity of the PGSI-C was good in terms of the Chinese data matching the expected correlation between PGSI-C and other variables or scales such as SOGS, gambling frequency, gambling urge, gambling cognitions, depression, anxiety, and stress. The scale also reported good discriminant and predictive validity. In sum, the PGSI-C has good psychometric properties and can be used among Chinese communities to identify at-risk problem gamblers. Implications and suggestions for future research are discussed.     

Validation of the Chinese Version of the Gambling Related Cognitions Scale (GRCS-C)

Gambling cognitions have constantly been associated with the development and maintenance of problem gambling. Despite researchers reporting high rates of gambling and problem gambling among the Chinese, little is known about the role of gambling cognitions among Chinese individuals (Raylu & Oei, 2004a). This is partly because there is a lack of validated instruments to assess gambling cognitions in this population. Thus, the purpose of the present study was to examine and validate the Gambling Related Cognitions Scale-Chinese version (GRCS-C), which was based on the 23-item Gambling Related Cognitions Scale (GRCS; Raylu & Oei, 2004b). Confirmatory Factory Analysis (CFA) using 422 Chinese participants (166 Male, 256 Female; Mean age = 32.28 years) from the general community (221 living in Australia and 201 living in Taiwan) confirmed that a five-factor model was a good fit for the data. The Cronbach’s alpha coefficient for the overall scale was .95, and ranged from .83 to .89 for the five factors. Concurrent, discriminant, and predictive validities of the GRCS (Chinese version) were also good suggesting that the GRCS-C is a valid and reliable instrument for assessing gambling cognitions among non-clinical Chinese samples.     

Gambling Related Cognitions Mediate the Association Between Thinking Style and Problem Gambling Severity

This study examined the associations among thinking style (rational versus experiential), gambling related cognitions, and problem gambling severity. The participants were 70 female and 41 male regular gamblers who completed the Gambling Related Cognitions Scale (Raylu and Oei, Addiction 99:757–769, 2004), the Rational-Experiential Inventory (Pacini and Epstien, J Pers Soc Psychol 76(6):972–987, 1999), and the Problem Gambling Severity Index (Ferris and Wynne, The Canadian problem and gambling index: final report. Canadian Centre on Substance Abuse, Ottawa, 2001). Rational thinking was negatively related to problem gambling severity. Gambling related biases increased with problem gambling severity but the strength of those biases was dampened by rational thought. The patterns by which gambling related cognition mediated the association between thinking style and gambling severity suggest that therapeutic interventions may benefit from a consideration of a gambler’s thinking style.     

Instant Ticket Purchasing by Ontario Baby Boomers: Increasing Risk for Problem Gamblers

Instant ticket purchase gambling (ITPG) is pervasive in Ontario and has features that mimic slot machine play. Previous researchers have reported that ITPG is one preferred activity for at-risk/problem gamblers. In the general Canadian population, rate of participation in ITPG is second only to lottery ticket gambling. Both are particularly favored by youth and seniors. The next cohort of seniors will be Canada’s baby boomers, one-third of whom live in Ontario. Secondary analysis of Statistics Canada data revealed that adults in this cohort who buy instant gambling tickets (N = 1781) are significantly different from the complete group of their age peers (N = 4266) in number of activities pursued and frequency of involvement. At-risk/problem gambling prevalence was 10.2% amongst Ontario baby boomers who participate in instant ticket gambling, significantly higher than the 6.7% found amongst the total group of baby boom gamblers. For those who reported experiencing one or more of the Canadian Problem Gambling Index indicators for problem gambling (N = 237), 73% were buying instant tickets. Future research should consider cohort effects and explore combinations of preferred gambling activities that may increase risk for problem gambling. Social policy recommendations include the use of all ITPG venues as key locations for promoting awareness of problem gambling treatment services. This work was funded by Ontario Problem Gambling Research Centre.     

Electronic Gaming Machine Gambling: Measuring Motivation

Electronic gambling machines (EGMs) are known to be a particularly risky form of gambling (Petry. Addiction 98(5):645–655, 2003). It is vital that researchers and clinicians are aware of factors which could lead to people having problems with this form. Gambling motivation is one such factor. This study developed a measure of EGM gambling motivations based on the results of qualitative research conducted with EGM problem gamblers and experienced counsellors (Thomas et al. Int J Mental Health Addiction 7:97–107, 2009). A community based sample of 232 females (M = 29.60 years of age, SD = 15.41 years) and 123 males (M = 29.64 years of age, SD = 12.29 years) participated. Exploratory factor analysis extracted three motivational factors indicating people gambled on EGMs to escape, for its accessibility and for the social environment. Gambling to escape and for its accessibility had substantial positive correlations with frequency of EGM gambling and gambling problems. Social environment correlated less well with these indicators of excessive gambling. Correlations between factors suggested the accessible, social experience offered by EGM venues increases their appeal as a means of escape. The new subscales were internally consistent and demonstrated good evidence of validity. This new measure will facilitate future investigations into the relationships between gambling motivations, other aetiological factors and EGM problem gambling.     

Validation of the Consumption Screen for Problem Gambling (CSPG)

A 3 item screen for problem gambling was developed based on a conceptual analogue of the Alcohol Use Disorders Identification Test—Consumption (Bush et al. in Arch Intern Med 158:1789–1795, 1998); a brief screen that measures consumption rather than harm. Data were collected from an email panel survey of 588 men and 810 women (n = 1,398) across all states in Australia. Respondents indicated their consumption of gambling products using the 3 items of the new Consumption Screen for Problem Gambling (CSPG). Receiver Operating Characteristics curve analysis was used to analyze the performance of the new items relative to the Problem Gambling Severity Index (Ferris and Wynne in The Canadian problem gambling index: Final report, 2001). Results show a 98% probability that the CSPG score for a randomly chosen positive case of problem gambling will exceed the score for a randomly chosen negative case. In addition, a score of 4+ on the CSPG identified all 14 cases of Problem Gambling correctly, while only 7.3% of non-problem gamblers had scores of 4+ (sensitivity = 100%; specificity = 92.7%). Lastly, only 3.0% of respondents without any gambling problems had CSPG scores of 4+. The current study suggests that the CSPG, a brief consumption-based measure for gambling products, can quickly and accurately identify people who are likely to be experiencing gambling problems.     

A Canadian Population Level Analysis of the Roles of Irrational Gambling Cognitions and Risky Gambling Practices as Correlates of Gambling Intensity and Pathological Gambling

Using population data (N = 11,562) drawn from five Canadian gambling prevalence surveys conducted between 2000 and 2005, the current study investigated the relationship between irrational gambling cognitions and risky gambling practices upon (a) gambling intensity, as measured by percent of income spent on gambling and (b) tolerance, a diagnostic indicator of pathological gambling. First, we found irrational gambling cognitions and risky gambling practices to be positively related. Second, irrational gambling cognitions moderated the relationship between risky gambling practices and gambling intensity. Specifically, people engaging in risky practices, spent less of their income on gambling when they had fewer irrational gambling cognitions compared to those with more irrational cognitions. Third, irrational gambling cognitions moderated the relationship between risky gambling practices and tolerance. Of the people engaging in risky practices, those with no irrational cognitions reported lower levels of tolerance than those with at least one irrational cognition. Interactions with gender are reported and discussed. These findings demonstrate the importance of both gambling cognitions and gambling practices upon the intensity of gambling and pathological gambling.

Evaluating the Problem Gambling Severity Index

A large, integrated survey data set provided by the Ontario Problem Gambling Centre was used to investigate psychometric properties of the Problem Gambling Severity Index (PGSI). This nine-item self-report instrument was designed to measure a single, problem gambling construct. Unlike its nearest competitor—the South Oaks Gambling Screen (SOGS)—the PGSI was designed specifically for use with a general population rather than in a clinical context. The present analyses demonstrated that the PGSI does assess a single, underlying, factor, but that this is complicated by different, multiple factor structures for respondents with differing levels of problem gambling severity. The PGSI also demonstrated small to moderate correlations with measures of gambling frequency and faulty cognitions. Overall, the PGSI presents a viable alternative to the SOGS for assessing degrees of problem gambling severity in a non-clinical context.

The Temporal Relationship Between Faulty Gambling Cognitions and Gambling Severity in Young Adults

Disordered gambling in young adults is hypothesized as being related to mistaken gambling-related cognitions. Few studies have examined the temporal order of this relationship using longitudinal data. The purpose of this study is to understand the directionality of the relationship between gambling cognitions and gambling severity in a longitudinal sample of young adults. Young adults (N = 578), initially aged 18–21 years, completed the Manitoba Longitudinal Survey of Young Adults at two time points approximately 2–3 years apart. Measures of beliefs about randomness related to gambling and gambling severity, as measured by the Problem Gambling Severity Index, were utilized. A cross-sectional relationship between gambling severity and gambling-related cognitions was observed with greater gambling severity being associated with increased endorsement of mistaken cognitions. Evidence for a bidirectional longitudinal relationship was observed with faulty gambling cognitions leading to later problematic gambling behaviors and vice versa when examining a total beliefs scale. When examining specific beliefs about randomness, initial gambling group membership predicted later endorsement of certain beliefs about randomness while initial belief ratings did not impact later gambling group membership. The results of this study suggest a bidirectional relationship between gambling severity and erroneous gambling-related cognitions. However, when examining specific beliefs about randomness, evidence was found for problem gambling behaviors leading to erroneous gambling beliefs. These findings suggest that prevention efforts targeting cognitions may not be as effective in impacting those not yet demonstrating disordered gambling behaviors.     

Differences in Cognitive Distortions Between Pathological and Non-Pathological Gamblers with Preferences for Chance or Skill Games

Cognitive distortions have been thought to play an important role in the development and maintenance of pathological gambling. The present study investigated whether severity of gambling problems and gamblers’ preference for chance or skill games were related to two sub-factors of cognitive distortions as measured by the Gamblers Belief Questionnaire: Luck/Perseverance, which reflects an individual’s perception that chance is favorable to him/her, and Illusion of Control, which reflects an individual’s perception that his/her behavior influences chance occurrences. Participants (N = 166) were recruited from a race track (n = 79), off-course betting facilities (n = 50) and from an online treatment program for problem gamblers (n = 49). Gambling severity was measured by the South Oaks Gambling Screen, and 73 were classified as pathological gamblers whereas 93 were classified as non-pathological gamblers. The present study supports previous proposals that cognitive distortions are core processes related to gambling behavior as pathological gamblers reported more cognitive distortions than did non-pathological gamblers. A preference for skill games was also associated with greater Illusion of Control compared to a preference for chance games. For gamblers preferring skill games there were no differences in Luck/Perseverance or Illusion of Control between pathological and non-pathological gamblers.     

Predictors of Relapse in Problem Gambling: A Prospective Cohort Study

To explore the variation of predictors of relapse in treatment and support seeking gamblers. A prospective cohort study with 158 treatment and support seeking problem gamblers in South Australia. Key measures were selected using a consensus process with international experts in problem gambling and related addictions. The outcome measures were Victorian Gambling Screen (VGS) and behaviours related to gambling. Potential predictors were gambling related cognitions and urge, emotional disturbance, social support, sensation seeking traits, and levels of work and social functioning. Mean age of participants was 44 years (SD = 12.92 years) and 85 (54 %) were male. Median time for participants enrolment in the study was 8.38 months (IQR = 2.57 months). Patterns of completed measures for points in time included 116 (73.4 %) with at least a 3 month follow-up. Using generalised mixed-effects regression models we found gambling related urge was significantly associated with relapse in problem gambling as measured by VGS (OR 1.29; 95 % CI 1.12–1.49) and gambling behaviours (OR 1.16; 95 % CI 1.06–1.27). Gambling related cognitions were also significantly associated with VGS (OR 1.06; 95 % CI 1.01–1.12). There is consistent association between urge to gamble and relapse in problem gambling but estimates for other potential predictors may have been attenuated because of methodological limitations. This study also highlighted the challenges presented from a cohort study of treatment and support seeking problem gamblers.     

Impulsiveness,Locus of Control,Motivation and Problem Gambling

A questionnaire consisting of demographic items, questions about gambling behavior, the South Oaks Gambling Screen (SOGS), a depression inventory, the Eysenck Impulsiveness Questionnaire, Levensons Internality, Powerful Others and Chance Scales of locus of control and the Gambling Motivation Scale, was completed by a non-random sample of 147 New Zealand university students who gambled for money, median age 24 years. Approximately 17 of the sample was classified as problem gamblers, the rest as non-problem gamblers. Multivariate analysis of variance showed that there were significant differences between problem and non-problem gamblers on gambling frequency, number of activities, parents gambling, depression, impulsiveness and motivation, but not on locus of control. Amotivation (apathy) and motivation towards stimulation correlated with powerful others and chance locus of control, and motivation to impress others with powerful others locus of control. Hierarchical regression analysis showed that: (1) beyond gambling frequency, number of activities and parents gambling, motivation explained a substantial proportion of variance in SOGS scores, with impulsiveness accounting for a lesser amount, and (2) predictors of problem gambling included impulsiveness, amotivation and the motivations for accomplishment and tension release. It was concluded that gambling motivation is a more useful construct than locus of control in explaining problem gambling. Suggestions were made for future research, and aspects of gambling motivation were discussed in terms of a treatment program with groups of problem gamblers.     

The Impact of Social Desirability Biases on Self-Report Among College Student and Problem Gamblers

The impacts of two types of social desirability bias, self-deceptive enhancement (SDE) and impression management (IM), were examined on self-reports of gambling problems, measured by the South Oaks Gambling Screen (SOGS), and recent gambling behavior, as measured by the Timeline Followback (TLFB) method, in a sample of college students (N = 191), and a sample of treatment-seeking problem gamblers (N = 49). Consistent with our expectations, IM was negatively associated with SOGS scores in both samples. IM was most highly correlated with SOGS scores among treatment-seeking participants (r = −.44, p < .01). Substantial numbers of participants in both samples had high enough IM scores as to call into question the validity of their self-report gambling data, according to published interpretive guidelines. With respect to SDE, we had predicted that it would be positively related to gambling behaviors and gambling-related problems, but found that SDE was inversely related to SOGS scores in both samples. Very little evidence was found for social desirability effects on TLFB scores. Thus, preliminary evidence was obtained that self-report data on gambling problems, but not on gambling behavior (frequency of gambling and amount of time and money spent), may be susceptible to the effects of impression management in both college students and treatment-seeking gamblers.     

Dimensions of Problem Gambling Behavior Associated with Purchasing Sports Lottery

The purpose of this study was to identify and examine the dimensions of problem gambling behaviors associated with purchasing sports lottery in China. This was accomplished through the development and validation of the Scale of Assessing Problem Gambling (SAPG). The SAPG was initially developed through a comprehensive qualitative research process. Research participants (N = 4,982) were Chinese residents who had purchased sports lottery tickets, who responded to a survey packet, representing a response rate of 91.4%. Data were split into two halves, one for conducting an EFA and the other for a CFA. A five-factor model with 19 items (Social Consequence, Financial Consequence, Harmful Behavior, Compulsive Disorder, and Depression Sign) showed good measurement properties to assess problem gambling of sports lottery consumers in China, including good fit to the data (RMSEA = 0.050, TLI = 0.978, and CFI = 0.922), convergent and discriminate validity, and reliability. Regression analyses revealed that except for Depression Sign, the SAPG factors were significantly (P < 0.05) predictive of purchase behaviors of sports lottery. This study represents an initial effort to understand the dimensions of problem gambling associated with Chinese sports lottery. The developed scale may be adopted by researchers and practitioners to examine problem gambling behaviors and develop effective prevention and intervention procedures based on tangible evidence.     

The Desire to Gamble: The Influence of Outcomes on the Priming Effects of a Gambling Episode

The influence of gambling outcomes on the efficacy of a short gambling episode to prime motivation to continue gambling was determined in two experiments in which desire to gamble was evaluated while participants played a slot machine located in a virtual reality casino. In experiment 1, 38 high-risk [>3 Problem Gambling Severity Index (PGSI)] [Ferris and Wynne (The Canadian problem gambling index: final report, 2001)] and 36 non-problem gamblers (0 PGSI) either won or lost a modest amount. Among high-risk gamblers, winning resulted in a greater increase in the desire to continue gambling than did losing. In experiment 2, 39 high-risk, 33 low-risk (0 < PGSI < 3), and 31 non-problem gamblers experienced either a single large win or a series of small wins (equivalent monetary gain). Participants were permitted to continue playing as long as they wanted (all subsequent spins being losses) thus permitting evaluation of persistence (resistance to extinction). Throughout, desire to gamble was assessed using a single item measure. High-risk gamblers who experienced a large win reported significantly greater desire to gamble upon voluntary cessation than those who experienced a series of small wins. It seems that the priming effects of a short gambling episode are contingent on the pattern of outcomes experienced by the gambler. The data were related to motivational factors associated with gambling, gambling persistence, and chasing losses.     

The Gambling Cognitions Inventory: scale development and psychometric validation with problem and pathological gamblers

Cognitive distortions are typically identified as an important etiological factor in pathological gambling. The Gambling Cognitions Inventory (GCI) developed by Holub (2003) is examined in this study using a sample of 710 pathological gamblers collected in four Canadian studies. Confirmatory factor analysis did not support the initial 40-item scale and suggested a 33-item scale. The sample was split into two groups to conduct exploratory and confirmatory factor analyses. Scree plots and parallel analysis suggested a two-factor scale. The scale developed by exploratory factor analysis on the first sample was supported by confirmatory factor analysis on the second sample (CFI>0.95; RMSEA < 0.05). The two factors indicated a Skill and Attitude subscale and a Luck and Chance subscale. Analysis conducted within each of the four studies showed good internal reliability for the scale (range of α = 0.91–0.95) and subscales (α = 0.77–0.92). The scale and subscales correlated with gambling severity measures as well as other measures of gambling cognitions including the Gambling Attitudes and Beliefs Scale and the Gambling Beliefs Questionnaire. The results of the study indicate that the GCI is a psychometrically strong scale and may be beneficial in directing cognitive therapy to the most problematic cognitions.     

Problem and Probable Pathological Gambling Among Older Adults Assessed by the SOGS-R

This study had three main objectives: to examine the prevalence of gambling and problem gambling among older adults, to examine the socio-demographic and gambling patterns of people with various South Oaks Gambling Screen Revised (SOGS-R) scores, and to examine endorsement of the SOGS-R items. The data were drawn from telephone interviews conducted with a sample of 1000 older adults, 60 years and older, throughout the province of Manitoba. Problem gambling was determined from scores on the SOGS-R (Lesieur, H., & Blume, S. (1987). American Journal of Psychiatry, 144, 1184–1188; Lesieur, H., & Blume, S. (1993). Journal of Gambling Studies, 9, 213–219). The results showed gambling to be a fairly common activity among older adults, with 74.7% of participants having gambled in the year prior to the study. Of the total sample, 1.6% were gambling at problem levels, and a further 1.2% were gambling at probable pathological levels in the past year. Inspection of gambling patterns by SOGS-R score failed to reveal a clear and consistent distinction between problem gambling and probable pathological gambling. Finally, examination of item distribution revealed consistent trends of both over and under endorsement of certain items. These results suggest the need for either refinement of the SOGS-R for use with older adults, or the development of a new measure specific to older adults.     

Validation of the Chinese Version of the Gambling Motivation Scale (C-GMS)

The French items of the Gambling Motivation Scale (GMS) were first developed and validated by Chantal and colleagues in 1994. The scale then became one of the most widely used motivational scales in the gambling literature of the West. The present study recruited 932 Chinese university students in order to validate the Chinese version of the Gambling Motivation Scale (C-GMS). The results of a confirmatory factor analysis of the Chinese data supported the 7-factor model as proposed by Chantal et al. (Soc Leis 17:189–212, 1994). This study also found a second-order model with three major factors, which corresponded to three types of gambling motivation including self-determined motivation (for knowledge, for accomplishment, for stimulation, and due to identified regulation), non self-determined motivation (due to introjected regulation and external regulation), and amotivation. All subscales demonstrated satisfactory internal consistency, and showed significant correlations with gambling correlates such as problem gambling symptoms and gambling intention. In sum, the C-GMS showed adequate psychometric properties and can be extended for use with Chinese populations.     

Aboriginal card gamblers and non-card gamblers: do they differ?

Many Indigenous populations engage in traditional gambling games, but little is known about their contemporary usage or the characteristics of people who participate. This paper presents the first quantitative study of traditional Indigenous Australian card gambling. The aim of this research was to compare Indigenous Australian card gamblers with non-card gamblers in terms of socio-demographic characteristics, gambling behaviour and motivations, gambling cognitions, gambling consequences, substance use while gambling and problem gambling severity. A gambling survey was conducted at Indigenous festivals, in several communities and online. Within a sample of 1001 gamblers, 414 people had gambled on traditional card games in the previous 12 months. Many card gamblers commenced gambling while young, were highly involved in both cards and commercial gambling and gambled because most of their family and friends also gamble. An important difference revealed here is that card gamblers gamble on more forms of commercial gambling than non-card gamblers. Gambling appears as a deep-seated habit in some participants' lives and although the proportion classified as problem gamblers is high in this sample the card gamblers held more realistic cognitions about chances of winning than did the non-card gamblers.     

Predictors of adverse gambling related consequences among adolescent boys

Although gambling is illegal for minors, adolescents do gamble and even higher proportions of adolescents than adults are at risk to become problem gamblers. Moreover, many adolescents suffer from a wide range of gambling related harms, and this study sought to examine what predicts different adverse consequences of adolescent gambling. Our aim was to test whether various cognitive, motivational and behavioural factors were associated with psychosocial consequences and loss of control, and with interpersonal and financial consequences of gambling, as measured by the Canadian Adolescent Gambling Inventory, the only instrument developed specifically for use on adolescents. The data was collected on a convenience sample of 1330 male Croatian students (Mage = 16.58, SDage = 1.16) from all three types of secondary education in Croatia. Results show that a high proportion of adolescents gamble, and that almost half of them are either at risk or can already be considered problem gamblers. Sport betting, VLT machines and betting on virtual horse races were the most frequent gambling activities for Croatian high-school boys. Hierarchical regression models showed that psychosocial consequences and loss of control can be predicted by higher frequency of gambling, previous experience with winning money and a specific motivation to earn money gambling, to become a better gambler and with having a drive to continue gambling after winning. On the other hand, interpersonal and financial consequences were predicted again by a higher frequency of gambling, the motive to be a better gambler and the drive to continue gambling after winning, but also by specific motivation to relax and feel better. Having more cognitive distortions, specifically having poorer understanding of chance and probabilities and more superstitious beliefs, as well as engagement in general risky and antisocial behaviour also predicted more interpersonal and financial consequences. Findings are discussed in the context of practical implications for prevention programs of adolescent gambling.