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Vigna-Taglianti FD, Martorana M, Viola E, Renna M, Vadrucci S, Sciutto A, Andrà C, Mehanović E, Ginechesi M, Vullo C, Ceccano A, Casella P, Faggiano F. Evaluation of Effectiveness of the Unplugged Program on Gambling Behaviours among Adolescents: Study Protocol of the Experimental Controlled Study "GAPUnplugged". JOURNAL OF PREVENTION (2022) 2024; 45:405-429. [PMID: 38416313 DOI: 10.1007/s10935-024-00772-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/31/2024] [Indexed: 02/29/2024]
Abstract
Gambling risk behaviour is an emerging problem among adolescents. "Unplugged" is an effective Social Influence curriculum for preventing substance use among students. This study aims to develop and test a new component focused on gambling added to the Unplugged program. Schools of Piedmont region and Rome city were invited to participate in the study. A self-completed anonymous questionnaire including questions on socio-demographic characteristics, addictive behaviours, beliefs, attitudes and risk perceptions about gambling, normative perceptions, parental practices, school climate, refusal skills, impulsiveness, self-esteem, antisocial behaviours and sensation seeking was prepared for baseline and follow-up surveys. The protocol of the study was submitted and approved by the Novara Ethical Committee and registered in ClinicalTrials.gov (NCT05630157, Protocol ID: 080.742, 11/17/2022). Twenty-nine schools accepted to participate in the study. Sixty-three classes (1325 students) satisfied the eligibility criteria for intervention and were allocated to the intervention arm, and the other 61 (1269 students) were allocated to the control arm. Because of drop-out, absentees, refusals, and invalid questionnaires, data on 1874 students (998 in the intervention and 876 in the control arm), were available for the analysis at baseline. Data management of follow-up questionnaires is in progress. Results of the present study will be useful to clarify the effectiveness of prevention interventions in reducing gambling behaviours among adolescents. Moreover, this will be the first experience of evaluating a new component focused on a different risk behaviour, added to a curriculum previously shown as effective on other risk behaviours.
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Affiliation(s)
- Federica D Vigna-Taglianti
- Department of Translational Medicine, University of Eastern Piedmont, via Solaroli 17, 28100, Novara, Italy.
| | - Marco Martorana
- Epidemiology Unit, ASL Vercelli, Vercelli, Italy
- Department of Sustainable Development and Ecological Transition, University of Eastern Piedmont, Vercelli, Italy
- Department of Statistics, Computer Science, and Applications "Giuseppe Parenti" (DiSIA), University of Florence, Firenze, Italy
| | - Erica Viola
- Department of Sustainable Development and Ecological Transition, University of Eastern Piedmont, Vercelli, Italy
| | - Mariaelisa Renna
- Department of Translational Medicine, University of Eastern Piedmont, via Solaroli 17, 28100, Novara, Italy
| | - Serena Vadrucci
- Department of Prevention, Hygiene and Public Health Unit, ASL Città di Torino, Torino, Italy
| | - Alberto Sciutto
- Department of Sustainable Development and Ecological Transition, University of Eastern Piedmont, Vercelli, Italy
| | - Chiara Andrà
- Department of Sustainable Development and Ecological Transition, University of Eastern Piedmont, Vercelli, Italy
| | - Emina Mehanović
- Department of Translational Medicine, University of Eastern Piedmont, via Solaroli 17, 28100, Novara, Italy
| | - Maria Ginechesi
- Department of Mental Health, Addiction Unit, ASL Roma1, Roma, Italy
| | - Claudia Vullo
- Department of Mental Health, Addiction Unit, ASL Roma1, Roma, Italy
| | - Adalgisa Ceccano
- Department of Mental Health, Addiction Unit, ASL Roma1, Roma, Italy
| | - Pietro Casella
- Department of Mental Health, Addiction Unit, ASL Roma1, Roma, Italy
| | - Fabrizio Faggiano
- Epidemiology Unit, ASL Vercelli, Vercelli, Italy
- Department of Sustainable Development and Ecological Transition, University of Eastern Piedmont, Vercelli, Italy
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Freund M, Noble N, Hill D, White V, Evans T, Oldmeadow C, Guerin N, Sanson-Fisher R. The Prevalence and Correlates of Gambling in Australian Secondary School Students. J Gambl Stud 2022; 38:1173-1194. [PMID: 35059933 PMCID: PMC9653348 DOI: 10.1007/s10899-021-10098-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/10/2021] [Indexed: 12/05/2022]
Abstract
Youth gambling is associated with a range of harms. This study aimed to examine, among Australian adolescents, the prevalence of gambling (ever, in the last month, at-risk and problem), the most frequent gambling types and modalities, and to explore the student characteristics associated with gambling in the last month and with at-risk or problem gambling. Students aged 12-17 years from Victoria and Queensland answered gambling questions as part of the Australian Secondary School Alcohol and Drug (ASSAD) Survey in 2017. The ASSAD also included a series of questions about smoking, alcohol and other drug use, and mental health. A total of 6377 students from 93 schools were included in analysis. The prevalence of ever gambling and gambling in the last month was 31% and 6% respectively. Of students who had gambled in the last month, 34% were classified as at-risk and 15% were classified as problem gamblers. The most frequent types of gambling in the last month were horse or dog race and sports betting. Students who gambled in the last month did so most frequently via a parent or guardian purchasing or playing for them, at home or at a friends' house, and online or using an app. Regression analysis indicated that male gender, having money available to spend on self, alcohol consumption in the last seven days, the number of types of advertisements seen in the last month, and the number of peer or family members who gambled in the last month, were significantly associated with the likelihood of students gambling in the last month. Male gender, some age categories, and exposure to more types of gambling advertising were also significant predictors of being classified as an at-risk or problem gambler. This large study of youth gambling provides data on gambling behaviours and related variables from a large sample of Australian secondary school students. Student characteristics, including male gender and exposure to more types of gambling advertising, were associated with an increased likelihood of gambling in the last month and of being classified as an at-risk or problem gambler. Further implications of the study findings are discussed.
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Affiliation(s)
- Megan Freund
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW, 2308, Australia.
- Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW, 2308, Australia.
- Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia.
| | - Natasha Noble
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - David Hill
- School of Medicine and Public Health, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, VIC, 3004, Australia
- School of Psychological Sciences and School of Population and Global Health, University of Melbourne, Parkville, VIC, 3010, Australia
| | - Victoria White
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, VIC, 3004, Australia
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia
| | - Tiffany Evans
- Clinical Research Design, Information and Statistical Support, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
- Centre for Clinical Epidemiology and Biostatistics, School of Medicine and Public Health, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW, 2308, Australia
| | - Christopher Oldmeadow
- Clinical Research Design, Information and Statistical Support, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
- Centre for Clinical Epidemiology and Biostatistics, School of Medicine and Public Health, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW, 2308, Australia
| | - Nicola Guerin
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, VIC, 3004, Australia
| | - Robert Sanson-Fisher
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
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Buja A, Sperotto M, Genetti B, Vian P, Vittadello F, Simeoni E, Zampieri C, Baldo V. Adolescent gambling behavior: a gender oriented prevention strategy is required? Ital J Pediatr 2022; 48:113. [PMID: 35841061 PMCID: PMC9287984 DOI: 10.1186/s13052-022-01309-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 06/24/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Studies published on gender-related differences in the gambling behavior of adolescents have focused mainly on psychological and social factors. The aim of this study was to develop separate risk factor models for male and female adolescents, considering the environmental, psychological, behavioral and socio-economic factors related to their gambling. METHODS A survey was conducted through a questionnaire developed on a dedicated web site in 2014 on a representative sample of the Italian 15-19-years-old population, including 34,922 students attending 438 secondary schools. The SOGS-RA questionnaire was used to measure gambling behavior. To verify the risk factors associated with gambling a logistic regression stratified by gender was performed. RESULTS In our representative sample of Italian adolescents nationwide, the prevalence of each level of gambling was higher in males than in females. The logistic regression stratified by gender found that for both genders, gambling was positively associated with internet surfing, playing sports, getting into a fight, having unprotected sex, pulling stunts, drinking alcohol at least once in the previous month, having not a satisfactory relationship with teachers, receiving pocket money from parents, spending each week much money and having someone in the family (father, sister/brother, other relatives) who gambles. On the other hand, having poor or average school marks, going to ED in the previous year, smoking at least once in the previous month, having dissatisfied with relationships with father and having a lower family income than their friends was only associated with gambling in boys. Having an accident or injury in the previous year and having a mother who gambled was associated only in girls with higher odd of at risk or problem gambling behavior. A low psychological distress is protective only in girls for risk of gambling. CONCLUSIONS Understanding the gender-related differences, and how they emerge in younger people at the start of their gambling careers, can suggest how best to educate individuals, families and the community on the topic of gambling. Programs to prevent substance use and abuse should be multifaceted, and include efforts to prevent gambling with a gender perspective approach.
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Affiliation(s)
- Alessandra Buja
- Department of Cardiological, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy
| | - Milena Sperotto
- Department of Cardiological, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy
| | - Bruno Genetti
- Explora Center of Research and Statistical Analysis, Vigodarzere, PD, Italy
| | - Paolo Vian
- Explora Center of Research and Statistical Analysis, Vigodarzere, PD, Italy
| | - Fabio Vittadello
- Explora Center of Research and Statistical Analysis, Vigodarzere, PD, Italy
| | - Elisabetta Simeoni
- Technical Scientific and General Affairs Section, Department for Anti-Drug Policies, Prime Minister's Office, Rome, Italy
| | - Chiara Zampieri
- Department of Cardiological, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy.
| | - Vincenzo Baldo
- Department of Cardiological, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy
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Loot box engagement: A scoping review of primary studies on prevalence and association with problematic gaming and gambling. PLoS One 2022; 17:e0263177. [PMID: 35085370 PMCID: PMC8794181 DOI: 10.1371/journal.pone.0263177] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 01/13/2022] [Indexed: 12/15/2022] Open
Abstract
Background Loot boxes are an increasingly common type of random microtransaction in videogames. There is some concern about their expansion and entailed risks, especially among adolescents. The actual prevalence of engagement with loot boxes among child and adult population is uncertain, and there is still controversy over the nature of their relationship with problematic gaming and gambling. Objectives The aims of this scoping review are to summarize the characteristics and findings of published primary empirical studies about the prevalence of engagement with loot boxes and/or their relationship with problematic gaming and gambling, taking in account the type of sample, time frame and measured variables. Methods This study follows the Joanna Briggs Institute’s “Guidance for conducting systematic scoping reviews” and the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR). Three academic databases provided 299 articles. Results Sixteen primary empirical studies met the inclusion criteria for this review. All studies used cross-sectional designs, and most used convenience samples. Twelve study samples were comprised exclusively of gamers, and two were comprised of gamers and/or gamblers. Only six studies included adolescents. The annual prevalence rate of loot box purchases was higher for adult gamers than for adolescents (22.7%–44.2% and 20%–33.9%, respectively), but in studies with general population samples, the opposite was true (24.9% for players aged 13–14 versus 7.8% for adults). In general, the studies suggested a significant positive relationship between engagement with loot boxes and problematic gaming and gambling, but this may be related to the type of engagement (open/purchase/sell), and the characteristics of the study participants (male/female, adolescents/adults, gamers/gamers-gamblers/general population). Conclusions This scoping review summarizes the results of recent empirical studies on engagement with loot boxes and discusses how methodological issues may affect their results and interpretation. Recommendations for future research are also provided.
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Zhai ZW, Hoff RA, Howell JC, Wampler J, Krishnan-Sarin S, Potenza MN. Lottery-Purchasing Adolescents: Gambling Perceptions, Problems, and Characteristics. J Gambl Stud 2021; 37:1177-1195. [PMID: 33528742 PMCID: PMC8326295 DOI: 10.1007/s10899-021-10004-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/12/2021] [Indexed: 02/07/2023]
Abstract
Gambling on the lottery is a prevalent behavior, and lottery products are increasingly available in online and electronic formats. As lottery-purchasing is prevalent in adolescents, this study systematically examined relationships between lottery-purchasing and problem-gambling severity and gambling perceptions and attitudes, as well as differences in the relationships between problem-gambling severity and measures of health/functioning and gambling characteristics among lottery-purchasing groups. Participants were 1517 Connecticut high-school adolescents with past-year gambling. Chi-square and logistic regression models were conducted, and interactions between problem-gambling severity and lottery-purchasing status on multiple outcomes were determined. Lottery-purchasing, compared to non-lottery-purchasing, adolescents had greater problem-gambling severity and reported more permissive gambling attitudes and greater parental approval of gambling. Significant between-group differences were observed, with at-risk/problem-gambling more strongly associated with having friends and adult gambling partners among non-lottery-purchasing adolescents, and machine and online gambling, and gambling alone more strongly associated among lottery-purchasing adolescents. Greater problem-gambling severity, permissive gambling attitudes, and parental approval of gambling in lottery-purchasing adolescents suggest that parenting contexts are important considerations in prevention efforts targeting problem gambling in youths. Between-group differences in associations between problem-gambling severity and gambling types and partners may identify high-risk groups associated with more solitary gambling behaviors for whom targeted interventions may be adapted.
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Affiliation(s)
- Zu Wei Zhai
- Program in Neuroscience, Middlebury College, Middlebury, VT, 05753, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, 06510, USA
| | - Rani A Hoff
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, 06510, USA
| | - Jordan C Howell
- Program in Neuroscience, Middlebury College, Middlebury, VT, 05753, USA
| | | | | | - Marc N Potenza
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, 06510, USA.
- The Connecticut Council On Problem Gambling, Wethersfield, CT, 06109, USA.
- The Connecticut Mental Health Center, New Haven, CT, 06519, USA.
- Department of Neuroscience and Child Study Center, Yale School of Medicine, 34 Park Street, New Haven, CT, 06510, USA.
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Martínez-Pastor E, Vizcaíno-Laorga R, Atauri-Mezquida D. Health-related food advertising on kid YouTuber vlogger channels. Heliyon 2021; 7:e08178. [PMID: 34746464 PMCID: PMC8551517 DOI: 10.1016/j.heliyon.2021.e08178] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 06/03/2021] [Accepted: 10/11/2021] [Indexed: 12/03/2022] Open
Abstract
This article seeks to identify the presence of food products on channels featuring kid YouTuber vloggers (or 'kidfluencers') aged under 14 years old in Spain, the United States and the United Kingdom, to determine if they are encouraging a healthy diet. Content analysis was performed on a sample of 450 videos (6750 min) posted within a three-year time span. The results show that, with regard to the foods present in the videos, those most commonly present (71%) are non-essential and unhealthy foods and the United States is the country with the highest percentage of non-essential and unhealthy foods, followed by the United Kingdom and Spain. The channels in Spain show a higher number of healthy foods compared to the rest (N = 11). The results suggest a relationship between consumer habits and what kid vloggers reflect in their channels.
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The role of online group norms and social identity in youth problem gambling. COMPUTERS IN HUMAN BEHAVIOR 2021. [DOI: 10.1016/j.chb.2021.106828] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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Marinaci T, Venuleo C, Ferrante L, Della Bona S. What game we are playing: the psychosocial context of problem gambling, problem gaming and poor well-being among Italian high school students. Heliyon 2021; 7:e07872. [PMID: 34485746 PMCID: PMC8403540 DOI: 10.1016/j.heliyon.2021.e07872] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 07/26/2021] [Accepted: 08/23/2021] [Indexed: 12/24/2022] Open
Abstract
Gambling and gaming are not infrequent among adolescents and preventing low-risk youth from becoming at-risk appears to be a priority of public health strategies. Greater scrutiny of the risk and protective factors in the relationships and community of young people appears crucial in steering prevention initiatives adequately. This study aimed to explore the role of the qualities of relational networks (i.e. family functioning, perceived social and class support), family and peer approval and view of the social environment in predicting problem gambling, problem gaming and overall well-being among adolescents. High-school students aged 14-18 years (N: 595; female: 68,7%) completed a survey including the target variables. A multivariate multiple regression analysis was performed to examine the role of socio-demographic characteristics and psychosocial predictors on gaming, gambling, and well-being. Multivariate multiple regressions identify a common core underpinning problem gambling, gaming and poor well-being but also the distinct roles of psychosocial variables: being male, with low parental monitoring, and an anomic view of the social environment all predict problem gambling and gaming, which were also found to be associated. Low social support predicts problem gambling but not problem gaming; poor family functioning predicts problem gaming but not problem gambling. All the target psychosocial variables, except approval of gambling, predict poor well-being. On the whole the findings suggest the need to look more closely at the way adolescents, their system of activity and their culture participate in constructing the meaning of gambling and gaming activities and their impact on adolescents' well-being, so that future studies and strategies can more effectively examine the relational dynamics in which problem gambling and gaming develop.
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Affiliation(s)
- Tiziana Marinaci
- Laboratory of Applied Psychology and Intervention, Department of History, Society and Human Studies, University of Salento, Laboratory of Applied Psychology and Intervention, Department of History, Society and Human Studies, Italy
| | - Claudia Venuleo
- Laboratory of Applied Psychology and Intervention, Department of History, Society and Human Studies, University of Salento, Laboratory of Applied Psychology and Intervention, Department of History, Society and Human Studies, Italy
| | - Lucrezia Ferrante
- Laboratory of Applied Psychology and Intervention, Department of History, Society and Human Studies, University of Salento, Laboratory of Applied Psychology and Intervention, Department of History, Society and Human Studies, Italy
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Donati MA, Derevensky JL, Cipollini B, Leonardo LD, Sareri GI, Primi C. Measuring Gambling Outcome Expectancies in Adolescents: Testing the Psychometric Properties of a Modified Version of the Gambling Expectancy Questionnaire. J Gambl Stud 2021; 38:31-52. [PMID: 34232431 PMCID: PMC8866277 DOI: 10.1007/s10899-021-10053-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/20/2021] [Indexed: 11/25/2022]
Abstract
The Gambling Expectancy Questionnaire (GEQ; Gillespie et al. 2007a) is a 23-item scale assessing three positive outcome expectancies (Enjoyment/Arousal, Money, Self-Enhancement) and two negative outcome expectancies (Over-Involvement, Emotional Impact) related to gambling. It is the most used instrument to assess gambling outcome expectancies in adolescents and it has good psychometric properties. To allow a greater and more useful application of the scale, the present study aimed to modify the GEQ to make it usable with all adolescents, regardless of their gambling behaviour and to verify its psychometric properties. To that aim, the items were modified and the response scale was reduced from a seven-point to a five-point Likert scale. To verify the adequacy of the modified scale, two studies were conducted among Italian adolescents. In the first study (n = 501, 75% males, Mage = 16.74, SD = .88), after having removed four items and relocating another through explorative factor analysis, the original five-factor structure of the scale was confirmed by applying a confirmatory factor analysis. Reliability and validity evidence were also provided. The second study (n = 1894, 61% males, Mage = 15.68, SD = .71) attested its invariance across gambling behaviour status and gender. The modified version of the GEQ (GEQ - MOD) can be profitably used for research and preventive purposes with youth.
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Affiliation(s)
- Maria Anna Donati
- Department of Neuroscience, Psychology, Drug and Child's Health, Section of Psychology, University of Florence, via di San Salvi 12- Padiglione 26, 50135, Florence, Italy.
| | - Jeffrey L Derevensky
- Department of Education and Counselling Psychology, McGill University, Montreal, Canada
| | - Beatrice Cipollini
- Department of Neuroscience, Psychology, Drug and Child's Health, Section of Psychology, University of Florence, via di San Salvi 12- Padiglione 26, 50135, Florence, Italy
| | - Laura Di Leonardo
- Department of Neuroscience, Psychology, Drug and Child's Health, Section of Psychology, University of Florence, via di San Salvi 12- Padiglione 26, 50135, Florence, Italy
| | - Giuseppe Iraci Sareri
- Gruppo Incontro, Pistoia and CEART (Coordinamento Enti Ausiliari Regione Toscana), Pistoia, Italy
| | - Caterina Primi
- Department of Neuroscience, Psychology, Drug and Child's Health, Section of Psychology, University of Florence, via di San Salvi 12- Padiglione 26, 50135, Florence, Italy
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Raybould JN, Larkin M, Tunney RJ. Is there a health inequality in gambling related harms? A systematic review. BMC Public Health 2021; 21:305. [PMID: 33549082 PMCID: PMC7866763 DOI: 10.1186/s12889-021-10337-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 01/26/2021] [Indexed: 12/12/2022] Open
Abstract
Background Here we present a systematic review of the existing research into gambling harms, in order to determine whether there are differences in the presentation of these across demographic groups such as age, gender, culture, and socioeconomic status, or gambling behaviour categories such as risk severity and participation frequency. Primary and secondary outcome measures Inclusion criteria were: 1) focus on gambling harms; 2) focus on harms to the gambler rather than affected others; 3) discussion of specific listed harms and not just harms in general terms. Exclusion criteria were: 1) research of non-human subjects; 2) not written in English; 3) not an empirical study; 4) not available as a full article. Methods We conducted a systematic search using the Web of Science and Scopus databases in August 2020. Assessment of quality took place using Standard Quality Assessment Criteria. Results A total of 59 studies published between 1994 and 2020 met the inclusion criteria. These were categorised into thematic groups for comparison and discussion. There were replicated differences found in groups defined by age, socioeconomic status, education level, ethnicity and culture, risk severity, and gambling behaviours. Conclusion Harms appear to be dependent on specific social, demographic and environmental conditions that suggests there is a health inequality in gambling related harms. Further investigation is required to develop standardised measurement tools and to understand confounding variables and co-morbidities. With a robust understanding of harms distribution in the population, Primary Care Workers will be better equipped to identify those who are at risk, or who are showing signs of Gambling Disorder, and to target prevention and intervention programmes appropriately. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-021-10337-3.
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Affiliation(s)
| | - Michael Larkin
- School of Psychology, Aston University, Birmingham, B7 4ET, UK
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11
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Donati MA, Weller J, Primi C. Using the Risk-Return Model to Explain Gambling Disorder Symptoms in Youth: An Empirical Investigation with Italian Adolescents. J Gambl Stud 2021; 37:779-794. [PMID: 33389431 DOI: 10.1007/s10899-020-09992-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/24/2020] [Indexed: 11/30/2022]
Abstract
Historically, individual differences research has sought to explain problem-gambling severity in adolescence by means of unitary "risk-taking" traits, such as sensation seeking and impulsivity, implying that these personality traits account for risk-taking tendencies across different types of behaviors and situations. However, increasing empirical evidence suggests that risk taking seems to be better conceptualized as a domain-specific construct. In the current study, we adopted a psychological risk-return framework, which posits that perceptions of perceived risks and benefits predict gambling risk attitudes, which in turn, account for variance in Gambling Disorder (GD) symptoms in adolescents. The study involved 296 Italian adolescents (68% boys, Mage = 17.76, SD = 1.17). Participants completed the risk-taking, risk perception, and expected benefits scales from the Adolescent Domain Specific Risk Taking (DOSPERT) scale (Barkley-Levenson et al. in Dev Cognitive Neurosci 3: 72-83, 2013), as well as the Gambling Behavior Scale for Adolescents (GBS-A; as reported (Primi et al. in Gambling Behavior Scale for Adolescents in, Hogrefe, Florence, 2015) were administered. Consistent with predictions, risk-taking scores for the Gambling domain predicted adolescent gambling outcomes, relative to the other DOSPERT risk-domains (Ethical, Health/Safety, Recreational, Social). Additionally, we found that greater Gambling risk perceptions were associated with lower risk-taking scores, whereas greater perceived expected benefits were associated with higher risk-taking scores. Moreover, we found significant indirect effects between perceived risks and benefits and problem-gambling severity, mediated via Gambling risk-taking scores, though expected benefits demonstrated a stronger indirect effect. These results have important implications for practice as they emphasize that specific interventions aimed at preventing problem gambling in adolescents should address their perceptions about gambling benefits.
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Affiliation(s)
- Maria Anna Donati
- Department of Neuroscience, Psychology, Drug, and Child's Health, Section of Psychology, University of Florence, Via di San Salvi, 12, Padiglione 26, Florence, Italy.
| | - Joshua Weller
- Department of Developmental Psychology, Tilburg University, Tilburg, The Netherlands.,Centre for Decision Research, University of Leeds Business School, Leeds, UK
| | - Caterina Primi
- Department of Neuroscience, Psychology, Drug, and Child's Health, Section of Psychology, University of Florence, Via di San Salvi, 12, Padiglione 26, Florence, Italy
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Raisamo S, Kinnunen JM, Pere L, Lindfors P, Rimpelä A. Adolescent Gambling, Gambling Expenditure and Gambling-Related Harms in Finland, 2011-2017. J Gambl Stud 2020; 36:597-610. [PMID: 31520272 PMCID: PMC7214496 DOI: 10.1007/s10899-019-09892-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Existing literature on recent trends in adolescent gambling is scarce. The rapidly changing landscape of gambling, together with the generally applied legal age limits, calls for the continuous monitoring of gambling also among the adolescent population. In Finland, the legal gambling age is 18. We examined changes in adolescents’ gambling, gambling expenditure and gambling–related harms from 2011 to 2017. Comparable cross-sectional biennial survey data were collected in 2011, 2013, 2015 and 2017 among 12–18-year-olds (N = 18,857). The main measures were self-reported six-month gambling, average weekly gambling expenditure (€) and harms due to gambling. Data were analyzed using cross-tabulations, χ2-tests and linear regression analysis. A significant decline in gambling among minors (aged 12–16-year-olds) was found (β = − 0.253), while no significant changes were observed among 18-year-olds (who are not targeted by the law). The mean gambling expenditure also declined from 2011 to 2017. Adolescent gamblers experienced significantly less (p = .003) gambling–related harms in 2017 (7.4%) compared to 2011 (13.5%). Adolescent gambling and its related negative consequences have become less prevalent in Finland between 2011 and 2017. Further monitoring is necessary to ascertain whether the positive direction will continue. Also, empirical analyses providing evidence of reasons for the observed trend are warranted.
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Affiliation(s)
- Susanna Raisamo
- Department of Public Health Solutions, Alcohol, Drugs and Addictions Unit, National Institute for Health and Welfare, P.O. Box 30, 00271 Helsinki, Finland
| | - Jaana M. Kinnunen
- Faculty of Social Sciences, Health Sciences, University of Tampere, Tampere, Finland
| | - Lasse Pere
- Faculty of Social Sciences, Health Sciences, University of Tampere, Tampere, Finland
| | - Pirjo Lindfors
- Faculty of Social Sciences, Health Sciences, University of Tampere, Tampere, Finland
- PERLA – Tampere Centre for Childhood, Youth and Family Research, University of Tampere, Tampere, Finland
| | - Arja Rimpelä
- Faculty of Social Sciences, Health Sciences, University of Tampere, Tampere, Finland
- PERLA – Tampere Centre for Childhood, Youth and Family Research, University of Tampere, Tampere, Finland
- Department of Adolescent Psychiatry, Pitkäniemi Hospital, Nokia, Tampere University Hospital, Tampere, Finland
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13
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Abstract
Gambling is a popular leisure activity but also a significant public health issue in Australia. The severity of gambling in Australia is characterised by unprecedented gambling expenditures and losses representing the highest gambling rates in the world, which has led to renewed interests in understanding the factors influencing gambling behaviours. We contribute to the debate on the determinants of gambling by providing the first study that examines the impact of ethnic diversity on gambling. Using data from the Household, Income and Labour Dynamics in Australia survey, we find that ethnic diversity is positively associated with gambling. This result is robust to alternative estimation approaches, alternative ways of measuring ethnic diversity and irrespective of whether gambling is measured using the Problem Gambling Severity Index, gambling expenditures or number of gambling activities. Our results also suggest stronger effects of ethnic diversity for problem gamblers compared to gamblers in other risk categories. These results support the need for policies that promote social capital in diverse communities to reduce the risks of social isolation, which is an important motivator of gambling behaviour.
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Affiliation(s)
- Sefa Awaworyi Churchill
- School of Economics, Finance and Marketing, RMIT University, Melbourne, VIC, 3000, Australia.
| | - Lisa Farrell
- School of Economics, Finance and Marketing, RMIT University, Melbourne, VIC, 3000, Australia
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14
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Donati MA, Primi C, Mazzarese M, Sanson F, Leone L. Immigrant status and problem-gambling severity in adolescents: Evidence for moderation by sensation seeking. Addict Behav 2020; 107:106395. [PMID: 32199193 DOI: 10.1016/j.addbeh.2020.106395] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 03/01/2020] [Accepted: 03/12/2020] [Indexed: 11/28/2022]
Abstract
Despite the multidimensional/ecological integrative perspective that suggests that the risk for problem gambling in adolescents can be determined by an interactive effect of different risk factors, few studies have investigated how different individual factors may affect the risk for problem gambling in a multiplicative way. This study aimed at exploring the interaction between immigrant status (IS) and sensation seeking (SS) on adolescent problem-gambling severity. The study involved 994 Italian adolescents (64% boys, Mage = 16.57, SD = 1.62). Participants' IS, SS and problem-gambling severity were individually assessed through, respectively, a socio-demographic questionnaire, the Brief Sensation Seeking Scale (BSSS) and the South Oaks Gambling Screen - Revised for Adolescents (SOGS-RA). Results showed that, among immigrant adolescents, there were higher levels of problem-gambling severity and a higher distribution of at-risk and problem gamblers with respect to non-immigrant adolescents. Both IS and SS had significant direct effects on problem-gambling severity, with IS and higher levels of SS being predictors of greater severity. A moderation analysis - controlling for gender and age - showed that adolescents with high scores of SS were more prone to experience gambling problems if they were also immigrant. These results have important implications for practice as they emphasize that specific interventions aimed at preventing problem gambling would be required for adolescents from immigrant families. In particular, it would be important to consider the role of SS in this specific youth target.
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15
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Calado F, Alexandre J, Griffiths MD. Gambling Among Adolescents and Emerging Adults: A Cross-Cultural Study Between Portuguese and English Youth. Int J Ment Health Addict 2020. [DOI: 10.1007/s11469-018-9980-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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16
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King DL, Russell A, Hing N. Adolescent Land-Based and Internet Gambling: Australian and International Prevalence Rates and Measurement Issues. CURRENT ADDICTION REPORTS 2020. [DOI: 10.1007/s40429-020-00311-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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17
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Factors associated with youth gambling: longitudinal study among high school students. Public Health 2020; 184:33-40. [PMID: 32620298 DOI: 10.1016/j.puhe.2020.03.017] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 03/10/2020] [Accepted: 03/30/2020] [Indexed: 11/21/2022]
Abstract
OBJECTIVES Non-substance addictive behaviours such as problem gambling among the youth have been a growing public health concern. However, the knowledge on risk and protective factors associated with this relatively new problem is still limited. It inhibits the development of informed preventive programs and interventions. The study was aimed at identifying psychosocial and behavioural factors associated with gambling involvement among 16- to 18-year-old adolescents. STUDY DESIGN Longitudinal study. METHODS The sample includes 511 adolescents (57.5% of men), who participated in a longitudinal study. Classrooms were randomly selected from public/non-public general, technical high schools and basic vocational schools from Warsaw. The self-administered anonymous questionnaire was completed during school lessons. Data reported in this study were from wave 1 (10th grade) and wave 2 (12th grade) with a response rate of about 65%. Gambling involvement was measured by combining a measure of six types of gambling behaviours and gambling-related problems in the last year. Gambling-related problems were measured by the Polish adaptation of the South Oaks Gambling Screen Revised for Adolescents. Both protective and risk factors measured in the study were selected from four broad domains representing (1) individual characteristic, (2) peer, (3) parental/familial and (4) school influences. RESULTS About 50% of students were involved in some form of gambling at least once in their lifetime. The most prevalent forms of gambling among study participants included lottery games, scratch cards, card games and participation in sports betting. Approximately 3-4% of adolescents have had symptoms of increased gambling involvement. Generalised linear model analysis showed that male gender, wave 1 gambling, sensation seeking, delinquency and cyberbullying were the risk factors. Positive relationships with parents and meaningful activities were found as protective factors against gambling involvement. CONCLUSION The results of our study indicate that prevention programs/interventions based on positive parent-child relation building and meaningful activities allowing satisfaction of the need to take risks in a socially acceptable manner can be effective in counteracting increased gambling involvement among youth.
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18
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González-Cabrera J, Machimbarrena JM, Beranuy M, Pérez-Rodríguez P, Fernández-González L, Calvete E. Design and Measurement Properties of the Online Gambling Disorder Questionnaire (OGD-Q) in Spanish Adolescents. J Clin Med 2020; 9:E120. [PMID: 31906512 PMCID: PMC7020023 DOI: 10.3390/jcm9010120] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Accepted: 12/31/2019] [Indexed: 12/17/2022] Open
Abstract
Gambling disorder is of great clinical and social relevance since it seriously affects people who suffer from it. More recently, the Internet has exacerbated the problem with online casinos, poker, and sports betting. However, there is little evidence of this problem, and we know of no diagnostic questionnaire. The main objectives of this study were to develop the Online Gambling Disorder Questionnaire (OGD-Q) for adolescents, evaluate its main psychometric properties, and establish diagnostic criteria to differentiate pathological from non-pathological online gamblers. We conducted a study in 16 schools across seven regions of Spain, sampling 2691 adolescents, 883 of whom had reported some online gambling experience. Of those, 602 were boys (68.2%) and 281 were girls (31.8%) Sampling was non-probabilistic and incidental. Mean age and standard deviation were 14.25 ± 1.55 (11-19 years). Confirmatory factor analysis yielded a one-dimensional model with a good fit. The reliability indicators were satisfactory (>0.94). The scores on the OGD-Q were related to other constructs, such as Internet gaming disorder, problematic Internet use, and nomophobia. Participants classified as having problems or being at risk of online gambling disorder presented significantly more stress, anxiety, and depression. Participants categorized as having online gambling disorder comprised 0.89% (n = 24) of the total sample and 2.71% of those who have gambled at some time. We discuss these findings and their practical implications in this article and propose future lines of research.
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Affiliation(s)
- Joaquín González-Cabrera
- Faculty of Education, Universidad Internacional de la Rioja (UNIR), Avenida de la Paz, 137, 26006 Logroño, Spain
| | - Juan M. Machimbarrena
- Faculty of Psychology, Universidad del País Vasco (UPV/EHU), Avenida de Tolosa, 70, 20018 Donostia, Spain
| | - Marta Beranuy
- Faculty of Education, Universidad Internacional de la Rioja (UNIR), Avenida de la Paz, 137, 26006 Logroño, Spain
| | - Priscila Pérez-Rodríguez
- Faculty of Education, Universidad Internacional de la Rioja (UNIR), Avenida de la Paz, 137, 26006 Logroño, Spain
| | - Liria Fernández-González
- Faculty of Psychology and Education, University of Deusto, Avenida de las Universidades 24, 48007 Bilbao, Spain
| | - Esther Calvete
- Faculty of Psychology and Education, University of Deusto, Avenida de las Universidades 24, 48007 Bilbao, Spain
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19
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Khasmohammadi M, Ghazizadeh Ehsaei S, Vanderplasschen W, Dortaj F, Farahbakhsh K, Keshavarz Afshar H, Jahanbakhshi Z, Mohsenzadeh F, Mohd Noah S, Sulaiman T, Brady C, Hormozi AK. The Impact of Addictive Behaviors on Adolescents Psychological Well-Being: The Mediating Effect of Perceived Peer Support. The Journal of Genetic Psychology 2019; 181:39-53. [PMID: 31886741 DOI: 10.1080/00221325.2019.1700896] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Studies exploring excessive Internet use and gambling are rapidly expanding concerns regarding its impact on mental health, especially in young people due to the increased prevalence of Internet and gambling addictions. Research suggests that perceived peer support plays a significant role in adolescents' psychological well-being. However, no empirical study has dealt with the mediating effect of perceived peer support on the relationship between Internet and gambling addictions and psychological well-being. Thus, the present study aimed to examine whether perceived peer support mediates the relation between Internet and gambling addictions and psychological well-being of adolescents. A sample of 347 Iranian adolescents aged 14 to 18 (Mean age 16.14, 50.4% male) who were studying in Kuala Lumpur, Malaysia participated in this study. Subjective Vitality Scale (SVS), Compulsive Internet Use Scale (CIUS), Six-item Social Support Questionnaire (SSQ6), and The South Oaks Gambling Screen (SOGS) were used to collect data. Mediation analyses showed a significant indirect effect of compulsive Internet use and problem gambling on psychological well-being through perceived peer support. The total effects of compulsive Internet use and problem gambling on psychological well-being were negative. This study implies the significance of strengthening the knowledge about the impact of peer relationships among adolescents.
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Affiliation(s)
| | | | | | - Fariborz Dortaj
- Department of Educational Psychology, Allameh Tabataba'i University, Tehran, Iran
| | | | | | - Zahra Jahanbakhshi
- Department of Applied Psychology, Shahid Beheshti University, Tehran, Iran
| | | | - Sidek Mohd Noah
- Department of Counselor Education and Counseling Psychology, Universiti Putra Malaysia, Serdang, Malaysia
| | - Tajularipin Sulaiman
- Department of Foundations of Education, Universiti Putra Malaysia, Serdang, Malaysia
| | - Carol Brady
- Department of Clinical Psychology, Walden University, Minneapolis, Minnesota, USA
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20
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Sharman S, Butler K, Roberts A. Psychosocial risk factors in disordered gambling: A descriptive systematic overview of vulnerable populations. Addict Behav 2019; 99:106071. [PMID: 31473572 DOI: 10.1016/j.addbeh.2019.106071] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 07/29/2019] [Accepted: 07/31/2019] [Indexed: 01/23/2023]
Abstract
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.
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Affiliation(s)
- Steve Sharman
- University of East London School of Psychology, University of East London, Water Lane, Stratford, London E15 4LZ, United Kingdom.
| | - Kevin Butler
- School of Psychology, University of Lincoln, Brayford Pool, Lincoln LN6 7TS, United Kingdom.
| | - Amanda Roberts
- School of Psychology, University of Lincoln, Brayford Pool, Lincoln LN6 7TS, United Kingdom.
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21
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Keen B, Anjoul F, Blaszczynski A. How learning misconceptions can improve outcomes and youth engagement with gambling education programs. J Behav Addict 2019; 8:372-383. [PMID: 31553237 PMCID: PMC7044616 DOI: 10.1556/2006.8.2019.56] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND AND AIMS Gambling education programs typically focus on promoting gambling as a high-risk activity with harmful effects; however, these programs demonstrate limited effects on the prevention of gambling problems. This paper proposes a clear theoretical framework to inform the content and delivery of gambling education initiatives and draws on psychological and pedagogical research to address some of the practical issues associated with its implementation. METHODS Literature was reviewed across fields of psychology, public health, and pedagogy to provide key recommendations to improve the outcomes of gambling education. RESULTS Four key recommendations were made for the development of future gambling education programs centering on theoretical approach, specialized content, and delivery. DISCUSSION AND CONCLUSIONS Recommended advancements are as follows: (a) evidence suggests shifting away from messages about gambling harms and instead applying a cognitive-developmental framework of problem gambling that may improve youth engagement by increasing personal relevance. (b) The cognitive model of problem gambling suggests that misconceptions about the profitability of gambling games (e.g., the gambler's fallacy) play an important role in the development of problems and should be a key target for education. However, exposing such misconceptions requires the challenge of teaching the mathematical principles that underpin them. (c) The pedagogical field provides valuable insights into teaching complex concepts. Research that applies the conceptual change model to science education suggests misconceptions also facilitate learning new complex information, such as gambling-related mathematical concepts (i.e., randomness and statistics). (d) In addition, improvements in computer-assisted teaching methods provide opportunities to use simulations and visualizations to help teach abstract concepts and correct such misconceptions.
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Affiliation(s)
- Brittany Keen
- School of Psychology, Faculty of Science, Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia,Corresponding author: Brittany Keen; School of Psychology, Faculty of Science, Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Camperdown 2050, NSW, Australia; Phone: +61 2 9114 4373; Fax: +61 2 9036 5223; E-mail:
| | - Fadi Anjoul
- School of Psychology, Faculty of Science, Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - Alex Blaszczynski
- School of Psychology, Faculty of Science, Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
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22
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Sanscartier MD, Edgerton JD, Keough MT. Attitudes towards gambling in a Canadian university sample of young adults. INTERNATIONAL GAMBLING STUDIES 2019. [DOI: 10.1080/14459795.2019.1649448] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
| | - Jason D. Edgerton
- Department of Sociology and Criminology, University of Manitoba, Winnipeg, Manitoba, Canada
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23
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Savolainen I, Sirola A, Kaakinen M, Oksanen A. Peer Group Identification as Determinant of Youth Behavior and the Role of Perceived Social Support in Problem Gambling. J Gambl Stud 2019; 35:15-30. [PMID: 30465150 PMCID: PMC6474853 DOI: 10.1007/s10899-018-9813-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Gambling opportunities have increased rapidly during recent years. Previous research shows that gambling is a popular activity among youth, which may contribute to problem gambling. This study examined how social identification with online and offline peer groups associates with youth problem gambling behavior and if perceived social support buffers this relationship. Data were gathered with an online survey with 1212 American and 1200 Finnish participants between 15 and 25 years of age. Measures included the South Oaks Gambling Screen for problem gambling, and items for peer group identification and perceived social support. It was found that youth who identify strongly with offline peer groups were less likely to engage in problem gambling, while strong identification with online peer groups had the opposite effect. We also found that the associations between social identification and problem gambling behavior were moderated by perceived social support. Online peer groups may be a determinant in youth problem gambling. Focusing on offline peer groups and increasing social support can hold significant potential in youth gambling prevention.
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Affiliation(s)
- Iina Savolainen
- Faculty of Social Sciences, University of Tampere, 33100, Tampere, Finland.
| | - Anu Sirola
- Faculty of Social Sciences, University of Tampere, 33100, Tampere, Finland
| | - Markus Kaakinen
- Faculty of Social Sciences, University of Tampere, 33100, Tampere, Finland
| | - Atte Oksanen
- Faculty of Social Sciences, University of Tampere, 33100, Tampere, Finland
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24
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Vegni N, Melchiori FM, D'Ardia C, Prestano C, Canu M, Piergiovanni G, Di Filippo G. Gambling Behavior and Risk Factors in Preadolescent Students: A Cross Sectional Study. Front Psychol 2019; 10:1287. [PMID: 31293468 PMCID: PMC6598732 DOI: 10.3389/fpsyg.2019.01287] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Accepted: 05/16/2019] [Indexed: 11/13/2022] Open
Abstract
Although gambling was initially characterized as a specific phenomenon of adulthood, the progressive lowering of the age of onset, combined with earlier and increased access to the game, led researchers to study the younger population as well. According to the literature, those who develop a gambling addiction in adulthood begin to play significantly before than those who play without developing a real disorder. In this perspective, the main hypothesis of the study was that the phenomenon of gambling behavior in this younger population is already associated with specific characteristics that could lead to identify risk factors. In this paper, are reported the results of an exploratory survey on an Italian sample of 2,734 preadolescents, aged between 11 and 14 years, who replied to a self-report structured questionnaire developed ad hoc. Firstly, data analysis highlighted an association between the gambling behavior and individual or ecological factors, as well as a statistically significant difference in the perception of gambling between preadolescent, who play games of chance, and the others. Similarly, the binomial logistic regression performed to ascertain the effects of seven key variables on the likelihood that participants gambled with money showed a statistically significant effect for six of them. The relevant findings of this first study address a literature gap and suggest the need to investigate the preadolescent as a cohort in which it identifies predictive factors of gambling behavior in order to design effective and structured preventive interventions.
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Affiliation(s)
- Nicoletta Vegni
- Department of Psychology, Niccolò Cusano University, Rome, Italy
| | | | - Caterina D'Ardia
- Department of Psychology, Niccolò Cusano University, Rome, Italy
| | - Claudia Prestano
- Department of Psychology, Niccolò Cusano University, Rome, Italy
| | - Massimo Canu
- Department of Psychology, Niccolò Cusano University, Rome, Italy
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25
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Youth Gambling in Hong Kong: Prevalence, Psychosocial Correlates, and Prevention. J Adolesc Health 2019; 64:S44-S51. [PMID: 31122548 DOI: 10.1016/j.jadohealth.2018.09.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 08/15/2018] [Accepted: 09/06/2018] [Indexed: 11/24/2022]
Abstract
PURPOSE Youth gambling has long been considered a risk behavior and public health concern. Compared to Western literature, empirical studies on youth gambling in Hong Kong are scarce. The present review paper aims to provide an overall picture about the prevalence rates and psychosocial correlates of Hong Kong young people's gambling behaviors, as well as existing prevention/intervention measures. METHODS We searched literature in four major databases (PubMed, Sociological Abstracts, PsycINFO, and Web of Science), government documents and commissioned research reports. A total of 28 published papers on youth gambling in Hong Kong were identified and reviewed. RESULTS The results showed that a high percentage of Hong Kong youth involved in gambling activities and the prevalence rate of problem/pathological gambling was comparable to the global findings. Risk factors at individual, family and peer, and environmental levels were identified which provide useful information for the development of prevention strategies targeting youth gambling. While intervention and prevention services are available in Hong Kong, programmes specifically designed for young people are limited. CONCLUSIONS The findings suggest that there is a need to conduct longitudinal studies based a more representative sample of adolescents in Hong Kong with consistent measures and cut-off criterion.
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26
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Zendle D, Meyer R, Over H. Adolescents and loot boxes: links with problem gambling and motivations for purchase. ROYAL SOCIETY OPEN SCIENCE 2019; 6:190049. [PMID: 31312481 PMCID: PMC6599795 DOI: 10.1098/rsos.190049] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Accepted: 05/10/2019] [Indexed: 05/10/2023]
Abstract
Loot boxes are items in video games that can be paid for with real-world money but contain randomized contents. Many games that feature loot boxes are played by adolescents. Similarities between loot boxes and gambling have led to concern that they are linked to the development of problem gambling in adolescents. Previous research has shown links between loot boxes and problem gambling in adult populations. However, thus far, there is no empirical evidence of either the size or existence of a link between loot box spending and problem gambling in adolescents. A large-scale survey of 16- to 18-year-olds (n = 1155) found evidence for such a link (η 2 = 0.120). The link between loot box spending and problem gambling among these older adolescents was of moderate to large magnitude. It was stronger than relationships previously observed in adults. Qualitative analysis of text data showed that gamers bought loot boxes for a variety of reasons. Several of these motivations were similar to common reasons for engaging in gambling. Overall, these results suggest that loot boxes either cause problem gambling among older adolescents, allow game companies to profit from adolescents with gambling problems for massive monetary rewards, or both of the above. Possible strategies for regulation and restriction are given.
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Affiliation(s)
- David Zendle
- Department of Computer Science, York St John University, 44 Lord Mayor's Walk, York, UK
| | - Rachel Meyer
- Department of Computer Science, York St John University, 44 Lord Mayor's Walk, York, UK
| | - Harriet Over
- Department of Psychology, University of York, York, UK
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27
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van der Maas M, Shi J, Elton-Marshall T, Hodgins DC, Sanchez S, Lobo DS, Hagopian S, Turner NE. Internet-Based Interventions for Problem Gambling: Scoping Review. JMIR Ment Health 2019; 6:e65. [PMID: 30617046 PMCID: PMC6329421 DOI: 10.2196/mental.9419] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Revised: 07/31/2018] [Accepted: 10/23/2018] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND This study seeks to give an overview of academic research on internet-based interventions that are used to address problem gambling. The rate of treatment seeking has been demonstrated to be low across several research environments. This is in part because of the systemic barriers that treatment seekers face to accessing traditional face-to-face treatment. Making treatment resources for problem gambling available through the internet is one way to reduce the impact of those systemic barriers. The use of internet-based resources to address problem gambling has been growing, and a field of research evaluating it has developed as well. However, little has been done to summarize this collection of research. OBJECTIVE This study aimed to provide a scoping review of the use of internet-based interventions for problem gambling treatment and prevention to provide an understanding of the current state of the field. METHODS A scoping review was performed for 6 peer-reviewed research databases (Web of Science, PsycINFO, Cumulative Index to Nursing and Allied Health Literature, MEDLINE, Social Science Abstracts, and Scopus) and 3 gray literature databases (MedEdPortal, Proquest: Dissertations, and OpenGrey). Article inclusion criteria were as follows: published over the 10-year period of 2007 to 2017, including an intervention for problem gambling, and involving the use of internet to deliver that intervention. RESULTS A total of 27 articles were found that met the review criteria. Studies were found from several different areas, with particularly strong representation for Australia, New Zealand, and Scandinavia. Cognitive behavioral therapy was the most common form of internet-based intervention. Internet-based interventions were generally shown to be effective in reducing problem gambling scores and gambling behaviors. A wide range of interventions that made use of internet resources included text-based interactions with counselors and peers, automated personalized and normative feedback on gambling behaviors, and interactive cognitive behavioral therapies. A lack of diversity in samples, little comparison with face-to-face interventions, and issues of changes in the treatment dynamic are identified as areas that require further investigation. CONCLUSIONS Internet-based interventions are a promising direction for treatment and prevention of problem gambling, particularly in reducing barriers to accessing professional help. The state of the current literature is sparse, and more research is needed for directly comparing internet-based interventions and their traditional counterparts.
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Affiliation(s)
- Mark van der Maas
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Jing Shi
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
| | - Tara Elton-Marshall
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Department of Epidemiology and Biostatistics, Western University, London, ON, Canada.,School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - David C Hodgins
- Department of Psychology, University of Calgary, Calgary, ON, Canada
| | - Sherald Sanchez
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Daniela Ss Lobo
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Sylvia Hagopian
- Problem Gambling Institute of Ontario, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Nigel E Turner
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
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Abstract
The Internet provides an accessible context for online gambling and gambling-related online communities, such as discussion forums for gamblers. These communities may be particularly attractive to young gamblers who are active Internet users. The aim of this study was to examine the use of gambling-related online communities and their relevance to excessive gambling among 15-25-year-old Finnish Internet users (N = 1200). Excessive gambling was assessed by using the South Oaks Gambling Screen. Respondents were asked in a survey about their use of various kinds of gambling-related online communities, and sociodemographic and behavioral factors were adjusted. The results of the study revealed that over half (54.33%) of respondents who had visited gambling-related online communities were either at-risk gamblers or probable pathological gamblers. Discussion in these communities was mainly based on sharing gambling tips and experiences, and very few respondents said that they related to gambling problems and recovery. In three different regression models, visiting gambling-related online communities was a significant predictor for excessive gambling (with 95% confidence level) even after adjusting confounding factors. The association of visiting such sites was even stronger among probable pathological gamblers than among at-risk gamblers. Health professionals working with young people should be aware of the role of online communities in terms of development and persistence of excessive gambling. Monitoring the use of online gambling communities as well as utilizing recovery-oriented support both offline and online would be important in preventing further problems. Gambling platforms should also include warnings about excessive gambling and provide links to helpful sources.
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Sanscartier MD, Edgerton JD, Roberts LW. A Latent Class Analysis of Gambling Activity Patterns in a Canadian University Sample of Emerging Adults: Socio-demographic, Motivational, and Mental Health Correlates. J Gambl Stud 2018; 34:863-880. [PMID: 29197954 DOI: 10.1007/s10899-017-9734-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
This analysis of gambling habits of Canadian university students (ages 18-25) dovetails two recent developments in the field of gambling studies. First, the popularity of latent class analysis to identify heterogeneous classes of gambling patterns in different populations; second, the validation of the Gambling Motives Questionnaire (with financial motives) among university students-specifically to understand both how and why emerging adults gamble. Our results support a four-class model of gambling activity patterns, consisting of female-preponderant casual and chance-based gambling groups, and male-preponderant skill-based and extensive gambling groups. Each class shows a specific combination of motives, underscoring the necessity for nuanced responses to problem gambling among emerging adults. More specifically, gambling for the skill-based group appears primarily to be a source of thrill and a way to cope; for the chance-based group, gambling appears but one symptom of a set of wider issues involving depression, anxiety, substance use, and low self-esteem; while extensive gamblers seem to seek excitement, sociality, and coping, in that order. Only the chance-based group was significantly more likely than casual gamblers to be motivated by financial reasons. Situating our analysis in the literature, we suggest that interventions for the predominantly male subtypes should address gambling directly (e.g. re-focusing excitement seeking into other activities, instilling more productive coping mechanisms) while interventions for predominantly female subtypes should address low self-esteem in conjunction with depression, substance abuse, and problematic levels of gambling. We conclude future research should focus on links between self-esteem, depression, substance abuse, and financial motives for gambling among female emerging adults.
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Affiliation(s)
| | - Jason D Edgerton
- Department of Sociology, University of Manitoba, 323 Isbister Building, Winnipeg, MB, R3T 2N2, Canada.
| | - Lance W Roberts
- Department of Sociology, University of Manitoba, Winnipeg, MB, Canada
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30
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Oksanen A, Savolainen I, Sirola A, Kaakinen M. Problem gambling and psychological distress: a cross-national perspective on the mediating effect of consumer debt and debt problems among emerging adults. Harm Reduct J 2018; 15:45. [PMID: 30176935 PMCID: PMC6122437 DOI: 10.1186/s12954-018-0251-9] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 08/23/2018] [Indexed: 01/10/2023] Open
Abstract
Background Severe economic difficulties are common among younger generations who currently have an easy access to consumer credit and payday loans in many Western countries. These accessible yet expensive short-term loans may lead to more severe financial difficulties, including default and debt enforcement, both which are defined as debt problems within this study. This study hypothesized that consumer debt and debt problems mediate the relationship between problematic gambling and psychological distress. Excessive gambling can be funded with consumer debt, which in turn leads to the accumulation of financial stressors and, eventually, psychological distress. Methods Three studies were conducted to examine the hypotheses. Study 1 used a demographically balanced sample of Finnish participants aged 18 to 25 years (n = 985, 50.76% female). Study 2 used a sample collected from Finnish discussion forums and social networking sites, with participants ranging from 18 to 29 years of age (n = 205, 54.63% female). Study 3 used a demographically balanced sample of American youths aged 18 to 25 years (n = 883, 50.17% female). Analyses were based on generalized structural equation models examining the role of problem gambling, consumer debt, and debt problems (i.e., default and debt enforcement) on psychological distress. Additional mediation analysis was run with treating both instant loans and debt problems as mediators. Results All three studies showed that problem gambling was associated with consumer debt, which was further associated with debt problems. Both consumer debt (studies 1 and 2) and debt problems (study 3) were associated with psychological distress. Problem gambling was also directly associated with psychological distress in studies 1 and 3, but not in study 2. In Finland, consumer debt mediated the relationship between problem gambling and psychological distress (studies 1 and 2), while study 3 underlined the mediating role of debt problems in the USA, where consumer debt itself was not positively associated with psychological distress. Conclusions The results of the three studies indicate that problem gambling-related psychological distress is partly explained by consumer debt. Consumer credit and payday loans may provide resources for gamblers that enable them to keep up with the habit. This may eventually lead to debt problems and psychological distress. Cross-national differences exist, but in both Nordic and American models, similar mechanisms prevail. The results imply that limiting consumer debt among emerging adults could cushion the financial and psychological costs of problem gambling.
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Affiliation(s)
- Atte Oksanen
- Faculty of Social Sciences, University of Tampere, 33014, Tampere, Finland.
| | - Iina Savolainen
- Faculty of Social Sciences, University of Tampere, 33014, Tampere, Finland
| | - Anu Sirola
- Faculty of Social Sciences, University of Tampere, 33014, Tampere, Finland
| | - Markus Kaakinen
- Faculty of Social Sciences, University of Tampere, 33014, Tampere, Finland
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31
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Patterns of Gambling Activities and Gambling Problems Among Italian High School Students: Results from a Latent Class Analysis. J Gambl Stud 2018; 34:339-359. [PMID: 28434054 DOI: 10.1007/s10899-017-9694-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
This study aims to provide an estimate of the prevalence of gambling among Italian adolescents and a description of their patterns of gambling activities (PGAs) using a latent class analysis on 13 different types of games. A nationwide sample of 10,959 Italian high school students was recruited in 2013. We assessed problem gambling using the South Oaks Gambling Screen: Revisited for Adolescent (SOGS-RA) scale. Approximately half (50.6%) of students reported gambling at least once in the previous year; 5.0% of them were problem gamblers and 9.1% were at-risk gamblers according to their SOGS-RA scores. Eight PGAs were identified, among which heavy players (1.7% of students) could be classified as problem gamblers and broad skill players (2.0%) and lotteries & sports players (2.4%) as "at-risk" players. These high-risk classes were consistently associated with risky behaviours in terms of substance use, school performance, money spent on gambling and family environment; the other five classes identified low-risk players associated with safe behaviours. To the best of our knowledge, this is the first study to identify PGAs among Italian adolescents. Problem gamblers are not a homogeneous group in terms of patterns of gambling activities and are associated with different risk factors, among which environmental factors, such as parents' gambling attitude and behaviour, deserve special attention. The acknowledgment of such patterns and risk factors could be useful in developing sensible public policies addressing prevention strategies and regulatory instruments.
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32
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Richard J, Potenza MN, Ivoska W, Derevensky J. The Stimulating Nature of Gambling Behaviors: Relationships Between Stimulant Use and Gambling Among Adolescents. J Gambl Stud 2018; 35:47-62. [DOI: 10.1007/s10899-018-9778-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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33
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Parnell A, Edmunds M, Pierce H, Stoneham MJ. The volume and type of unhealthy bus shelter advertising around schools in Perth, Western Australia: Results from an explorative study. Health Promot J Austr 2018; 30:88-93. [PMID: 29577507 DOI: 10.1002/hpja.55] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 02/25/2018] [Indexed: 11/11/2022] Open
Abstract
ISSUE ADDRESSED Exposure to advertising for unhealthy food, alcohol and gambling has been shown to influence children and adolescents' behaviours and attitudes. This exploratory study aimed to assess the volume and type of unhealthy bus shelter advertisements near schools in five local government areas in Perth, Western Australia and to monitor whether the volume of unhealthy advertisements varied seasonally. METHODS The 29 local governments in the Perth metropolitan region were contacted seeking information regarding the locations of bus shelters featuring advertisements in their local government area. Five local governments provided sufficient information for an audit of the bus shelter advertisements in their area to be conducted. Every bus shelter within 500 m of a school was photographed and the type of advertisement recorded. The advertisements in the food, non-alcoholic beverage, alcohol, or gambling categories were then classified as being healthy, moderate, or unhealthy. This process was carried out in June, September, December 2016, and March 2017 to ascertain whether the type of advertisements displayed changed depending on the season. RESULTS Of the 293 advertisements recorded over the four audits, 31% featured unhealthy products, 3% moderate, and <1% healthy. Only two of the 293 advertisements were classified as being healthy. Seasonal variation in the volume of unhealthy advertisements was not identified. SO WHAT?: Western Australian school students are regularly exposed to unhealthy bus shelter advertisements. Stricter regulation of outdoor advertising is needed to ensure that young people are protected from the influence of unhealthy industries.
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Affiliation(s)
| | - Melinda Edmunds
- Public Health Advocacy Institute of Western Australia, Curtin University, Perth, WA, Australia
| | - Hannah Pierce
- McCusker Centre for Action on Alcohol and Youth, Curtin University, Perth, WA, Australia
| | - Melissa J Stoneham
- Public Health Advocacy Institute of Western Australia, Curtin University, Perth, WA, Australia
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34
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Savolainen I, Kaakinen M, Sirola A, Oksanen A. Addictive behaviors and psychological distress among adolescents and emerging adults: A mediating role of peer group identification. Addict Behav Rep 2018; 7:75-81. [PMID: 29892700 PMCID: PMC5993892 DOI: 10.1016/j.abrep.2018.03.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 03/07/2018] [Accepted: 03/09/2018] [Indexed: 01/12/2023] Open
Abstract
Objective Research suggests the sense of belonging to primary groups functions as an important social resource for youth well-being, but it can be compromised among those dealing with addiction. The current study examined how adolescents' and emerging adults' identification with a primary peer group consisting of friends, mediates the relationship between addictive behaviors and psychological distress. Method The study utilized demographically balanced survey data on 1200 Finnish participants aged 15 to 25 (mean age 21.29, 50% female). Measures were included for psychological distress, excessive drinking, excessive drug use, excessive gambling, excessive Internet use, and peer group identification. Results All forms of addictive behaviors had a significant direct relationship with higher psychological distress. Excessive drug use, gambling and Internet use were associated with a weaker identification with a peer group, which predicted higher psychological distress. Contrary to the above findings, excessive drinking was linked to stronger peer group identification, mediating psychological distress downwards. Conclusions These findings support past research and provide a mediation model explanation onto how weaker social relations add to negative well-being consequences in different addictive behaviors, thus underlining the importance of expanding our understanding of social group outcomes among young individuals. Data from a demographically balanced sample (N = 1200) of Finnish youths aged 15 to 25. Four different types of addictive behaviors were associated with higher psychological distress. Psychological distress was significantly mediated by social identification to a primary peer group. The mediating role of social identification varied among different addictions.
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Affiliation(s)
- Iina Savolainen
- Faculty of Social Sciences, University of Tampere, Tampere, Finland
| | - Markus Kaakinen
- Faculty of Social Sciences, University of Tampere, Tampere, Finland
| | - Anu Sirola
- Faculty of Social Sciences, University of Tampere, Tampere, Finland
| | - Atte Oksanen
- Faculty of Social Sciences, University of Tampere, Tampere, Finland
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35
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Armstrong T, Rockloff M, Browne M, Li E. An Exploration of How Simulated Gambling Games May Promote Gambling with Money. J Gambl Stud 2018; 34:1165-1184. [DOI: 10.1007/s10899-018-9742-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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36
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Donati MA, Chiesi F, Iozzi A, Manfredi A, Fagni F, Primi C. Gambling-Related Distortions and Problem Gambling in Adolescents: A Model to Explain Mechanisms and Develop Interventions. Front Psychol 2018; 8:2243. [PMID: 29354081 PMCID: PMC5760557 DOI: 10.3389/fpsyg.2017.02243] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Accepted: 12/11/2017] [Indexed: 11/21/2022] Open
Abstract
Although a number of gambling preventive initiatives have been realized with adolescents, many of them have been developed in absence of a clear and explicitly described theoretical model. The present work was aimed to analyze the adequacy of a model to explain gambling behavior referring to gambling-related cognitive distortions (Study 1), and to verify the effectiveness of a preventive intervention developed on the basis of this model (Study 2). Following dual-process theories on cognitive functioning, in Study 1 we tested a model in which mindware gap, i.e., susceptibility to the gambler's fallacy, and contaminated mindware, i.e., superstitious thinking, were the antecedents of gambling-related cognitive distortions that, in turn, affect gambling frequency and problem gambling. Participants were 306 male adolescents (Mage = 17.2 years). A path analysis indicated that cognitive distortions have a mediating role in the relationship that links probabilistic reasoning fallacy and superstitious thinking with problem gambling. Following these findings, in Study 2 we developed a school-based intervention aimed to reduce gambling-related cognitive distortions acting on the above cited mindware problems. A pre- and post-test design - with a 6 months follow-up - was performed with 34 male adolescents (Mage = 16.8), randomly assigned to two groups (Training and No Training), and their baseline equivalence was verified. A Mixed 2 × 2 ANOVA attested a significant Time X Group interaction, indicating a significant reduction of the cognitive distortions from pre-test to post-test only in the Training group. The follow-up attested to the stability of the training effects and the reduction of gambling frequency over time. These findings suggest that prevention strategies should address mindware problems, which can be considered as predictors of gambling-related cognitive distortions.
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Affiliation(s)
| | - Francesca Chiesi
- Department of Neurofarba, University of Florence, Florence, Italy
| | - Adriana Iozzi
- UFC SerD Zona 1 Firenze, Azienda USL Toscana Centro, Florence, Italy
| | | | - Fabrizio Fagni
- UFC SerD Pistoia-Valdinievole, Azienda USL Toscana Centro, Florence, Italy
| | - Caterina Primi
- Department of Neurofarba, University of Florence, Florence, Italy
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Shannon K, Anjoul F, Blaszczynski A. Mapping the proportional distribution of gambling-related harms in a clinical and community sample. INTERNATIONAL GAMBLING STUDIES 2017. [DOI: 10.1080/14459795.2017.1333131] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- K. Shannon
- School of Psychology (M02), University of Sydney, Sydney, Australia
| | - F. Anjoul
- School of Psychology (M02), University of Sydney, Sydney, Australia
| | - A. Blaszczynski
- School of Psychology (M02), University of Sydney, Sydney, Australia
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38
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Donati MA, Chiesi F, Izzo VA, Primi C. Gender Invariance of the Gambling Behavior Scale for Adolescents (GBS-A): An Analysis of Differential Item Functioning Using Item Response Theory. Front Psychol 2017; 8:940. [PMID: 28634462 PMCID: PMC5459912 DOI: 10.3389/fpsyg.2017.00940] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 05/22/2017] [Indexed: 11/13/2022] Open
Abstract
As there is a lack of evidence attesting the equivalent item functioning across genders for the most employed instruments used to measure pathological gambling in adolescence, the present study was aimed to test the gender invariance of the Gambling Behavior Scale for Adolescents (GBS-A), a new measurement tool to assess the severity of Gambling Disorder (GD) in adolescents. The equivalence of the items across genders was assessed by analyzing Differential Item Functioning within an Item Response Theory framework. The GBS-A was administered to 1,723 adolescents, and the graded response model was employed. The results attested the measurement equivalence of the GBS-A when administered to male and female adolescent gamblers. Overall, findings provided evidence that the GBS-A is an effective measurement tool of the severity of GD in male and female adolescents and that the scale was unbiased and able to relieve truly gender differences. As such, the GBS-A can be profitably used in educational interventions and clinical treatments with young people.
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Affiliation(s)
- Maria Anna Donati
- Dipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of FlorenceFlorence, Italy
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Keen B, Blaszczynski A, Anjoul F. Systematic Review of Empirically Evaluated School-Based Gambling Education Programs. J Gambl Stud 2017; 33:301-325. [PMID: 27566689 DOI: 10.1007/s10899-016-9641-7] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Adolescent problem gambling prevalence rates are reportedly five times higher than in the adult population. Several school-based gambling education programs have been developed in an attempt to reduce problem gambling among adolescents; however few have been empirically evaluated. The aim of this review was to report the outcome of studies empirically evaluating gambling education programs across international jurisdictions. A systematic review following guidelines outlined in the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) Statement searching five academic databases: PubMed, Scopus, Medline, PsycINFO, and ERIC, was conducted. A total of 20 papers and 19 studies were included after screening and exclusion criteria were applied. All studies reported intervention effects on cognitive outcomes such as knowledge, perceptions, and beliefs. Only nine of the studies attempted to measure intervention effects on behavioural outcomes, and only five of those reported significant changes in gambling behaviour. Of these five, methodological inadequacies were commonly found including brief follow-up periods, lack of control comparison in post hoc analyses, and inconsistencies and misclassifications in the measurement of gambling behaviour, including problem gambling. Based on this review, recommendations are offered for the future development and evaluation of school-based gambling education programs relating to both methodological and content design and delivery considerations.
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Affiliation(s)
- Brittany Keen
- Responsible Gambling Research Group, Brain and Mind Centre, Sydney University, 94 Mallett St, Camperdown, NSW, 2050, Australia.
| | - Alex Blaszczynski
- Responsible Gambling Research Group, Brain and Mind Centre, Sydney University, 94 Mallett St, Camperdown, NSW, 2050, Australia
| | - Fadi Anjoul
- Responsible Gambling Research Group, Brain and Mind Centre, Sydney University, 94 Mallett St, Camperdown, NSW, 2050, Australia
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40
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Räsänen T, Lintonen T, Raisamo S, Rimpelä A, Konu A. Gambling, violent behaviour and attitudes towards violence among adolescent gamblers in Finland. NORDIC STUDIES ON ALCOHOL AND DRUGS 2017. [DOI: 10.1515/nsad-2015-0046] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Aims The purpose of this population-based study was to explore the relationship between gambling and violent behaviour and attitudes towards violence among 14- and 16-year-old adolescents. Design A national survey was conducted in Finland in 2011. The main measures in our study were gambling frequency and number of reported gambling-related harms. Their associations with violent behaviours and attitudes towards violence were studied using multinomial logistic regression and negative binomial regression. Results 47.1% of adolescents had gambled during the past six months and 13.2% of them had experienced gambling-related harms. Both gambling frequency and the number of gambling-related harms were linked to violent behaviour as well as to positive attitudes towards violence. Adolescents who engaged in gambling on a daily basis and/or experienced gambling harms had the highest risk. Conclusions Health promotion efforts among gamblers should take into account their increased risk for violent behaviour.
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Affiliation(s)
- Tiina Räsänen
- School of Health Sciences University of Tampere; Department of Adolescent Psychiatry Tampere University Hospital
| | | | | | - Arja Rimpelä
- School of Health Sciences University of Tampere; Department of Adolescent Psychiatry Tampere University Hospital
| | - Anne Konu
- School of Health Sciences University of Tampere
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41
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Edgren R, Castrén S, Jokela M, Salonen AH. At-Risk and Problem Gambling among Finnish Youth: The Examination of Risky Alcohol Consumption, Tobacco Smoking, Mental Health and Loneliness as Gender-Specific Correlates. NORDIC STUDIES ON ALCOHOL AND DRUGS 2017. [DOI: 10.1515/nsad-2016-0005] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Aims The aims were to compare past-year at-risk and problem gambling (ARPG) and other at-risk behaviours (computer gaming, risky alcohol consumption, tobacco smoking) by age and gender, and to explore how ARPG is associated with risky alcohol consumption, tobacco smoking, poor mental health and loneliness in males and females. Design Data from respondents aged 15–28 (n = 822) were derived from a cross-sectional random sample of population-based data (n = 4484). The data were collected in 2011–2012 by telephone interviews. The Problem Gambling Severity Index (PGSI, score≥2) was used to evaluate ARPG. Prevalence rates for risk behaviours were compared for within gender-specific age groups. Regression models were gender-specific. Results The proportion of at-risk and problem gamblers was higher among males than females in all age groups except among 18–21-year-olds, while frequent computer gaming was higher among males in all age groups. The odds ratio (95% CI) of being a male ARPGer was 2.57 (1.40–4.74) for risky alcohol consumption; 1.95 (1.07–3.56) for tobacco smoking; 2.63 (0.96–7.26) for poor mental health; and 4.41 (1.20–16.23) for feeling lonely. Likewise, the odds ratio (95% CI) of being a female ARPGer was 1.19 (0.45–3.12) for risky alcohol consumption; 4.01 (1.43–11.24) for tobacco smoking; 0.99 (0.18–5.39) for poor mental health; and 6.46 (1.42–29.34) for feeling lonely. All 95% CIs of ARPG correlates overlapped among males and females. Conclusions Overall, past-year at-risk and problem gambling and computer gaming seem to be more common among males than females; however, for risky alcohol consumption similar gender differences were evident only for the older half of the sample. No clear gender differences were seen in correlates associated with ARPG.
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Affiliation(s)
- Robert Edgren
- Tobacco, Gambling and Addiction Unit National Institute for Health and Welfare, Finland Institute of Clinical Medicine University of Helsinki, Finland
| | - Sari Castrén
- Institute of Behavioural Sciences University of Helsinki, Finland
| | - Markus Jokela
- Tobacco, Gambling and Addiction Unit National Institute for Health and Welfare, Finland
| | - Anne H. Salonen
- Institute of Clinical Medicine University of Helsinki, Finland
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Rossen FV, Lucassen MFG, Fleming TM, Sheridan J, Denny SJ. Adolescent gambling behaviour, a single latent construct and indicators of risk: findings from a national survey of New Zealand high school students. ASIAN JOURNAL OF GAMBLING ISSUES AND PUBLIC HEALTH 2016; 6:7. [PMID: 27630814 PMCID: PMC4998168 DOI: 10.1186/s40405-016-0017-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Accepted: 07/25/2016] [Indexed: 11/10/2022]
Abstract
This study explores underlying latent construct/s of gambling behaviour, and identifies indicators of "unhealthy gambling". Data were collected from Youth'07 a nationally representative sample of New Zealand secondary school students (N = 9107). Exploratory factor analyses, item-response theory analyses, multiple indicators-multiple causes, and differential item functioning analyses were used to assess dimensionality of gambling behaviour, underlying factors, and indicators of unhealthy gambling. A single underlying continuum of gambling behaviour was identified. Gambling frequency and 'gambling because I can't stop' were most strongly associated with unhealthy gambling. Gambling to 'feel better about myself' and to 'forget about things' provided the most precise discriminants of unhealthy gambling. Multivariable analyses found that school connectedness was associated with lower levels of unhealthy gambling.
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Affiliation(s)
- Fiona V. Rossen
- Social and Community Health, School of Population Health, Faculty of Medical and Health Sciences, University of Auckland, Private Bag 92019, Auckland, 1142 New Zealand
| | - Mathijs F. G. Lucassen
- Department of Health and Social Care, The Open University, Milton Keynes, UK
- Department of Psychological Medicine, University of Auckland, Auckland, New Zealand
| | - Theresa M. Fleming
- Department of Psychological Medicine, University of Auckland, Auckland, New Zealand
- Department of Paediatrics: Child and Youth Health, University of Auckland, Auckland, New Zealand
| | - Janie Sheridan
- School of Pharmacy, University of Auckland, Auckland, New Zealand
| | - Simon J. Denny
- Department of Paediatrics: Child and Youth Health, University of Auckland, Auckland, New Zealand
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43
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St-Pierre R, Derevensky JL. Youth Gambling Behavior: Novel Approaches to Prevention and Intervention. CURRENT ADDICTION REPORTS 2016. [DOI: 10.1007/s40429-016-0104-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
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44
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Relationship Between Gambling Severity and Attitudes in Adolescents: Findings from a Population-Based Study. J Gambl Stud 2016; 31:717-40. [PMID: 25063468 DOI: 10.1007/s10899-014-9481-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
This study used a nationally representative sample of 14,910 high school adolescents, aged 15-19 years. The large sample size presents a unique opportunity to evaluate firstly the geographical distribution of gambling prevalence, secondly, on a subsample of 5,920 adolescents, we studied the association of "no-problem-gambling", "at-risk gambling" and a relatively rare condition, "problem gambling", with demographic, environmental and behavioral variables. It differs from other studies due to the broad sample, thus enabling the combined analysis of the above variables that typically have only been studied separately. This integrated analysis, involving multiple variables, individual and environmental, allows the control of important covariates. Multivariate analysis showed that at-risk/problem gamblers were more likely to be engaged in behaviors contrary to social rules/law including heavy episodic drinking, tranquillizer/sedatives use as well as to approve gambling and have friends who gamble. It's important to emphasize that risk-perception is not related to gambling. Furthermore, the great geographical variability of at-risk and problem-gambling rates suggest that social aspects have to be considered. Currently universal prevention specifically targeting gambling is lacking, thus an associative model such as social analysis have been implemented in this study, in order to construct the basis for the design of a future prevention program based on scientific results and thus having important implications for implementation within community based activities. Prevention is fundamental: 53.5% of underage individuals have engaged in gambling even though legislation attempts to restrict access.
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Ručević S. Gambling among Croatian young people: an exploratory study of the relationship between psychopathic traits, risk-taking tendencies and gambling-related problems. INTERNATIONAL GAMBLING STUDIES 2016. [DOI: 10.1080/14459795.2016.1158305] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Cosenza M, Nigro G. Wagering the future: Cognitive distortions, impulsivity, delay discounting, and time perspective in adolescent gambling. J Adolesc 2015; 45:56-66. [DOI: 10.1016/j.adolescence.2015.08.015] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Revised: 07/17/2015] [Accepted: 08/20/2015] [Indexed: 01/05/2023]
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Räsänen T, Lintonen T, Konu A. Gambling and Problem Behavior Among 14- to 16-Year-Old Boys and Girls in Finland. JOURNAL OF GAMBLING ISSUES 2015. [DOI: 10.4309/jgi.2015.31.1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The aim of this study is to examine the associations between problem behavior and gambling frequency among eighth- and ninth-grade boys and girls (N = 101,167). Data were obtained from the cross-sectional School Health Promotion Study. Outcome measures were adolescents' truancy, bullying, delinquency, and substance use. Polychotomous logistic regression analyses were used to study the relationship between gambling frequency and risk behaviors in a total sample, as well as separately for boys and girls. In 2010, 62% of the adolescents had gambled during the previous year, and in 2011, 61% of the adolescents had done so. Engaging in different levels of truancy, bullying, delinquency, and substance abuse were associated with higher risks for frequent gambling. Similar patterns of associations were found among boys and girls. Adolescents who engaged in gambling on a daily or weekly basis were the most vulnerable group for problem behavior. However, even infrequent gambling was associated with different problem behaviors.
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Adolescent online gambling in Cyprus: associated school performance and psychopathology. J Gambl Stud 2015; 31:367-84. [PMID: 24293015 DOI: 10.1007/s10899-013-9424-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
This paper presents results from the study of gambling behaviors in a representative sample of Cypriot high-school students. The aim of the study was to ascertain epidemiology of adolescent online gambling in Cyprus and possible correlates. The sample consisted of 2,684 students (48.5% boys, 51.5% girls) from the first grades of junior (Gymnasium) and senior (Lyceum) high school. Our results indicate that gamblers presented with lower school achievement and related expectations while scoring consistently higher on measures of Internet addiction, parental bonding and psychopathology. Discriminant analysis revealed two profiles which explained the most variance in gambling behavior; the first profile that corresponded to more explained variance was the student with higher psychopathology, less prosocial behavior, higher Internet addiction score with higher frequencies of online activities and moderate levels of truancy and lower expectation of school achievement. The second profile was that of a student who reported less psychopathology, more prosocial behavior, less involvement with the Internet in general but skipped classes more and his prospects on finishing high school were even slimmer. These results will be utilized in the design of a comprehensive prevention program in an effort to combat online addictive behaviors.
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Unhealthy Gambling Amongst New Zealand Secondary School Students: An Exploration of Risk and Protective Factors. Int J Ment Health Addict 2015; 14:95-110. [PMID: 26798329 PMCID: PMC4710644 DOI: 10.1007/s11469-015-9562-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
This study sought to determine the prevalence of gambling and unhealthy gambling behaviour and describe risk and protective factors associated with these behaviours amongst a nationally representative sample of New Zealand secondary school students (n = 8,500). Factor analysis and item response theory were used to develop a model to provide a measure of ‘unhealthy gambling’. Logistic regressions and multiple logistic regression models were used to investigate associations between unhealthy gambling behaviour and selected outcomes. Approximately one-quarter (24.2 %) of students had gambled in the last year, and 4.8 % had two or more indicators of unhealthy gambling. Multivariate analyses found that unhealthy gambling was associated with four main factors: more accepting attitudes towards gambling (p < 0.0001); gambling via gambling machines/casinos/track betting (p = 0.0061); being worried about and/or trying to cut down on gambling (p < 0.0001); and, having attempted suicide (p = 0.0009). Unhealthy gambling is a significant health issue for young people in New Zealand. Ethnic and social inequalities were apparent and these disparities need to be addressed.
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Weinberger AH, Franco CA, Hoff RA, Pilver CE, Steinberg MA, Rugle L, Wampler J, Cavallo DA, Krishnan-Sarin S, Potenza MN. Gambling behaviors and attitudes in adolescent high-school students: Relationships with problem-gambling severity and smoking status. J Psychiatr Res 2015; 65:131-8. [PMID: 25959617 PMCID: PMC4439395 DOI: 10.1016/j.jpsychires.2015.04.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Revised: 03/10/2015] [Accepted: 04/09/2015] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND AIMS Smoking is associated with more severe/extensive gambling in adults. The purpose of this study was to examine relationships between smoking and gambling in adolescents. METHODS Analyses utilized survey data from 1591 Connecticut high-school students. Adolescents were classified by gambling (Low-Risk Gambling [LRG], At Risk/Problem Gambling [ARPG]) and smoking (current smoker, non-smoker). The main effects of smoking and the smoking-by-gambling interactions were examined for gambling behaviors (e.g., type, location), and gambling attitudes. Data were analyzed using chi-square and logistic regression; the latter controlled for gender, race/ethnicity, grade, and family structure. RESULTS For APRG adolescents, smoking was associated with greater online, school, and casino gambling; gambling due to anxiety and pressure; greater time spent gambling; early gambling onset; perceived parental approval of gambling; and decreased importance of measures to prevent teen gambling. For LRG adolescents, smoking was associated with non-strategic gambling (e.g., lottery gambling); school gambling; gambling in response to anxiety; gambling for financial reasons; greater time spent gambling; and decreased importance of measures to prevent teen gambling. Stronger relationships were found between smoking and casino gambling, gambling due to pressure, earlier onset of gambling, and parental perceptions of gambling for ARPG versus LRG adolescents. DISCUSSION Smoking is associated with more extensive gambling for both low- and high-risk adolescent gamblers. CONCLUSION Smoking may be a marker of more severe gambling behaviors in adolescents and important to consider in gambling prevention and intervention efforts with youth.
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Affiliation(s)
- Andrea H. Weinberger
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519 USA,Cancer Prevention and Control Research Program, Yale Cancer Center, New Haven, CT 06520 USA,Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY 10461 USA
| | - Christine A. Franco
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519 USA
| | - Rani A. Hoff
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519 USA,Department of Public Health, Yale University School of Medicine, New Haven, CT 06520 USA,National Center for PTSD, Evaluation Division; VA CT Healthcare Center, West Haven, CT 06516 USA
| | - Corey E. Pilver
- Department of Biostatistics, Yale University School of Public Health, New Haven, CT 06520 USA
| | | | - Loreen Rugle
- Connecticut Department of Mental Health and Addiction Services Problem Gambling Services, Middletown, CT 06457, USA.
| | - Jeremy Wampler
- Connecticut Department of Mental Health and Addiction Services Problem Gambling Services, Middletown, CT 06457, USA.
| | - Dana A. Cavallo
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519 USA
| | | | - Marc N. Potenza
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519 USA,Child Study Center, Yale University School of Medicine, New Haven, CT 06519 USA,Department of Neurobiology, Yale University School of Medicine, New Haven, CT 06519 USA
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