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Poulus DR, Sargeant J, Zarate D, Griffiths MD, Stavropoulos V. Burnout profiles among esports players: Associations with mental toughness and resilience. J Sports Sci 2024; 42:1685-1694. [PMID: 39306706 DOI: 10.1080/02640414.2024.2405794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 09/11/2024] [Indexed: 10/19/2024]
Abstract
The present study investigated burnout among esports players and its association with mental toughness and resilience. Esports players (N = 453; Mage = 23.0, SD = 4.18; in the top 40% of in-game rank) from seven team-based esports completed the Athlete Burnout Scale (ABO-S), Mental Toughness Questionnaire 18 (MTQ-18), and the Connor-Davidson Resilience Scale (CD-RISC-10). Latent profile analysis identified three distinct burnout profiles: "low burnout risk" (LBR; 33.8%), "medium burnout risk" (MBR; 28.0%), and "high burnout risk" (HBR; 38.3%). Low burnout profiles were associated with higher mental toughness and resilience. The LBR profile was characterized by low levels of reduced accomplishment (RA), physical exhaustion (PE), and negative feelings (NF), while [MBR and HBR reported similar PE and NF scores but] differed in RA, with HBR showing the highest RA and total burnout. This study is the first to show distinct burnout profiles among esports players, indicating a significant prevalence of burnout symptoms. This should be monitored by both players and support staff (e.g. club managers, programme managers, and high-performance support staff). Additionally, mental toughness and resilience appear to play a protective role against burnout.
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Affiliation(s)
- Dylan R Poulus
- Physical Activity, Sport, and Exercise Research Theme, Faculty of Health, Southern Cross University, Gold Coast, Australia
- Manna Institute, Southern Cross University, Australia
| | - Jack Sargeant
- Physical Activity, Sport, and Exercise Research Theme, Faculty of Health, Southern Cross University, Gold Coast, Australia
| | - Daniel Zarate
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
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Footitt T, Christofi N, Poulus DR, Colder Carras M, Stavropoulos V. Gaming Disorder: The role of a gamers flow profile. Addict Behav Rep 2024; 19:100555. [PMID: 38952851 PMCID: PMC11215001 DOI: 10.1016/j.abrep.2024.100555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 04/30/2024] [Accepted: 05/28/2024] [Indexed: 07/03/2024] Open
Abstract
Digital games are widely popular and integral to contemporary entertainment. Nevertheless, a proportion of users present with disordered/excessive gaming behaviours, provisionally classified as Internet Gaming Disorder (IGD). Previous literature suggests examining the contribution of an individual's profile of immersive engagement with their gaming activity, known as online flow, for disordered gaming behaviours. Therefore, the main goals of this study were (1) to categorise gamers into distinct profiles based on their online flow experiences and (2) to investigate the differences in disordered gaming among these different flow profiles. A sample of 565 gamers (12-68 years, Mage = 29.3 years) was assessed twice over six months with the Online Flow Questionnaire (OFQ), the Internet Gaming Disorder Scale-Short-Form (IGDS9-SF), and the Gaming Disorder Test (GDT). Latent profile analysis (LPA) identified five distinct profiles encompassing 'High-Flow with High Loss of Control' (HF-HLOC; 14.0 %), 'Low Flow with Low Enjoyment' (LF-LE; 11.9 %), 'Average Flow with Low Enjoyment' (AF-LE; 17.5 %), 'Low Flow with High Enjoyment' (LF-HE; 20.2 %), and 'High Loss of Sense of Time with Low Loss of Control' groups (HLOT-LLOC; 36.5 %). As hypothesised, individuals across varying profiles evidenced differences in their concurrent and longitudinal disordered gaming behaviours. Overall, findings suggest that 'loss of sense of time' may be the most pivotal factor in differentiating flow states and profiles during gaming, advocating its consideration in disordered gaming assessment and treatment.
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Affiliation(s)
- Trent Footitt
- Department of Psychology, Applied Health, School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia
| | - Natasha Christofi
- Department of Psychology, Applied Health, School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia
| | - Dylan R Poulus
- Physical Activity, Sport, and Exercise Research Theme, Faculty of Health, Southern Cross University, Australia
| | | | - Vasileios Stavropoulos
- Department of Psychology, Applied Health, School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia
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Zarate D, Ball M, Prokofieva M, Kostakos V, Stavropoulos V. Identifying self-disclosed anxiety on Twitter: A natural language processing approach. Psychiatry Res 2023; 330:115579. [PMID: 37956589 DOI: 10.1016/j.psychres.2023.115579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 09/13/2023] [Accepted: 10/27/2023] [Indexed: 11/15/2023]
Abstract
BACKGROUND Text analyses of social media posts are a promising source of mental health information. This study used natural language processing to explore distinct language patterns on Twitter related to self-reported anxiety diagnosis. METHODS A total of 233.000 tweets made by 605 users (300 reporting anxiety diagnosis and 305 not) over six months were comparatively analysed, considering user behavior, Linguistic Inquiry Word Count (LIWC), and sentiment analysis. Twitter users with a self-disclosed diagnosis of anxiety were classified as 'anxious' to facilitate group comparisons. RESULTS Supervised machine learning models showed a high prediction accuracy (Naïve Bayes 81.1 %, Random Forests 79.8 %, and LASSO-regression 79.4 %) in identifying Twitter users' self-disclosed diagnosis of anxiety. Additionally, a Latent Profile Analysis (LPA) identified four profiles characterized by high sentiment (31 % anxious participants), low sentiment (68 % anxious), self-immersed (80 % anxious), and normative behavior (38 % anxious). CONCLUSION The digital footprint of self-disclosed anxiety on Twitter posts presented a high frequency of words conveying either negative sentiment, a low frequency of positive sentiment, a reduced frequency of posting, and lengthier texts. These distinct patterns enabled highly accurate prediction of anxiety diagnosis. On this basis, appropriately resourced, awareness raising, online mental health campaigns are advocated.
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Affiliation(s)
- Daniel Zarate
- College of Health and Biomedicine, Royal Melbourne Institute of Technology (RMIT), Australia.
| | - Michelle Ball
- Institute for Health and Sport, Victoria University, Melbourne, Australia
| | - Maria Prokofieva
- Institute for Health and Sport, Victoria University, Melbourne, Australia
| | | | - Vasileios Stavropoulos
- College of Health and Biomedicine, Royal Melbourne Institute of Technology (RMIT), Australia; Department of Psychology, University of Athens, Athens, Greece
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Chen S, Zhu S. Unravelling the intricacies between gaming motivations and internet gaming disorder symptoms in adolescents: a network analysis of 2-year healthy and deteriorating transition profiles. Child Adolesc Psychiatry Ment Health 2023; 17:122. [PMID: 37865769 PMCID: PMC10590022 DOI: 10.1186/s13034-023-00671-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/10/2023] [Indexed: 10/23/2023] Open
Abstract
BACKGROUND The increasing prevalence of internet gaming disorder (IGD) among adolescents has become a global concern, while gaming plays a large role in many adolescents' lives. While prior research emphasised the significance of investigating IGD through an etiological lens, the interconnections between diverse gaming motivations and IGD symptoms in adolescents remain inadequately understood. This study explored the associations between distinct gaming motivations and IGD symptoms by conducting network analysis in adolescents. METHODS Data from a two-year longitudinal school-based survey (N = 2148) was utilized. LPA was used to offer a straightforward and interpretable solution for identifying adolescents with two-year healthy and deteriorating transitions of IGD profiles. Subsequently, we conducted a network analysis to explore and compare the associations between gaming motivations and IGD symptoms in adolescents with two-year healthy transition profiles and deteriorating transition profiles. RESULTS Three profiles were delineated: 'low IGD' (T1: n = 808, 37.62%; T2: n = 731; 34.03%), 'middle IGD' (T1: n = 1063, 49.49%; T2: n = 1103, 51.35%), and 'severe IGD' (T1: n = 277, 12.89%; T2: n = 314, 14.62%), classifying adolescents with healthy transitions and those with deteriorating transitions. Three gaming motivations (i.e., 'Daily entertainment', 'I am good at it', and 'Improvement of ability and mindset') were identified as protective motivations. Two others, 'Enjoy being in the gaming world' and 'Preoccupation', were identified as bridge nodes in adolescents with deteriorating transitions. Three core nodes (i.e., 'Sense of victory', 'Enjoy being in the gaming world', and 'Sense of achievement') were identified in both adolescents with healthy profile transitions and deteriorating transitions. CONCLUSION Findings suggest that not all gaming motivations contribute to the development of IGD in adolescents. Adolescents with deteriorating transitions showed specific gaming motivation and IGD symptom that is closely connected. Future interventions should consider corresponding gaming motivation when addressing IGD among adolescents.
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Affiliation(s)
- Shiyun Chen
- Department of Applied Social Sciences, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, Hong Kong SAR, China
| | - Shimin Zhu
- Department of Applied Social Sciences, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, Hong Kong SAR, China.
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Chang RS, Lee M, Im JJ, Choi KH, Kim J, Chey J, Shin SH, Ahn WY. Biopsychosocial factors of gaming disorder: a systematic review employing screening tools with well-defined psychometric properties. Front Psychiatry 2023; 14:1200230. [PMID: 37533885 PMCID: PMC10390702 DOI: 10.3389/fpsyt.2023.1200230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 06/21/2023] [Indexed: 08/04/2023] Open
Abstract
Background and aims Considering the growing number of gamers worldwide and increasing public concerns regarding the negative consequences of problematic gaming, the aim of the present systematic review was to provide a comprehensive overview of gaming disorder (GD) by identifying empirical studies that investigate biological, psychological, and social factors of GD using screening tools with well-defined psychometric properties. Materials and methods A systematic literature search was conducted through PsycINFO, PubMed, RISS, and KISS, and papers published up to January 2022 were included. Studies were screened based on the GD diagnostic tool usage, and only five scales with well-established psychometric properties were included. A total of 93 studies were included in the synthesis, and the results were classified into three groups based on biological, psychological, and social factors. Results Biological factors (n = 8) included reward, self-concept, brain structure, and functional connectivity. Psychological factors (n = 67) included psychiatric symptoms, psychological health, emotion regulation, personality traits, and other dimensions. Social factors (n = 29) included family, social interaction, culture, school, and social support. Discussion When the excess amount of assessment tools with varying psychometric properties were controlled for, mixed results were observed with regards to impulsivity, social relations, and family-related factors, and some domains suffered from a lack of study results to confirm any relevant patterns. Conclusion More longitudinal and neurobiological studies, consensus on a diagnostic tool with well-defined psychometric properties, and an in-depth understanding of gaming-related factors should be established to settle the debate regarding psychometric weaknesses of the current diagnostic system and for GD to gain greater legitimacy in the field of behavioral addiction.
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Affiliation(s)
- Rose Seoyoung Chang
- Department of Psychology, Seoul National University, Seoul, Republic of Korea
| | - Minju Lee
- Department of Psychology, Seoul National University, Seoul, Republic of Korea
| | - Jooyeon Jamie Im
- Department of Psychology, Seoul National University, Seoul, Republic of Korea
| | - Kee-Hong Choi
- School of Psychology, Korea University, Seoul, Republic of Korea
| | - Jueun Kim
- Department of Psychology, Chungnam National University, Daejeon, Republic of Korea
| | - Jeanyung Chey
- Department of Psychology, Seoul National University, Seoul, Republic of Korea
| | - Suk-Ho Shin
- Department of Child and Adolescent Psychiatry, Dr. Shin’s Neuropsychiatric Clinic, Seoul, Republic of Korea
| | - Woo-Young Ahn
- Department of Psychology, Seoul National University, Seoul, Republic of Korea
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Fraser R, Slattery J, Yakovenko I. Escaping through video games: Using your avatar to find meaning in life. COMPUTERS IN HUMAN BEHAVIOR 2023. [DOI: 10.1016/j.chb.2023.107756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
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Burleigh TL, Griffiths MD, Sumich A, Wang GY, Stavropoulos V, Kannis-Dymand L, Kuss DJ. Co-Occurrence of Gaming Disorder and Other Potentially Addictive Behaviours between Australia, New Zealand, and the United Kingdom. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph192316078. [PMID: 36498151 PMCID: PMC9741165 DOI: 10.3390/ijerph192316078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 11/25/2022] [Accepted: 11/27/2022] [Indexed: 05/27/2023]
Abstract
Background: Evidence suggests that gamers can have varying experiences of disordered gaming behaviours due to coping mechanisms and how they can act as risk or protective factor in the development and/or maintenance of disordered behaviours. A particular area of interest is how this may manifest across different countries. Understanding the interplay of these potential risk and protective factors within different countries will aid identifying and preventing disordered behaviours. Methods: Three cohorts were recruited from Australia, New Zealand, and the United Kingdom. Each cohort was required to complete a battery of psychometric scales exploring problematic behaviours, problematic substance use, co-occurrence, coping styles, and personality. A latent profile analysis was conducted to examine the differences between cohorts and further investigated with additional analyses. Results: The findings suggested that a minority of gamers were affected by gaming disorder, and there appeared an at-risk cohort who utilise gaming as a maladaptive coping strategy. Other accompanying potentially addictive behaviour or substance use may be exacerbated as a result, the manifestation of which can be influenced by cultural elements. Conclusions: When considering gamers from countries which hold similar views, it is important to be cognisant of the variations found in the manifestations of disordered gaming and accompanying potentially addictive behaviours. This will allow for a more precise identification of at-risk behaviours, which will result in more favourable treatment outcomes for those who are considered at-risk or high-risk individuals.
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Affiliation(s)
- Tyrone L. Burleigh
- International Gaming Research Unit and Cyberpsychology Research Group, Nottingham Trent University, Nottingham NG1 4FQ, UK
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar GX11 1AA, UK
| | - Mark D. Griffiths
- International Gaming Research Unit and Cyberpsychology Research Group, Nottingham Trent University, Nottingham NG1 4FQ, UK
| | - Alexander Sumich
- NTU Psychology, Nottingham Trent University, Nottingham NG1 4FQ, UK
| | - Grace Y. Wang
- School of Psychology and Wellbeing, University of Southern Queensland, Darling Heights, QLD 4350, Australia
- Centre for Health Research, University of Southern Queensland, Darling Heights, QLD 4350, Australia
| | - Vasileios Stavropoulos
- College of Health and Biomedicine & Institute for Health and Sport, Victoria University, Footscray, VIC 3011, Australia
| | - Lee Kannis-Dymand
- School of Health, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia
| | - Daria J. Kuss
- International Gaming Research Unit and Cyberpsychology Research Group, Nottingham Trent University, Nottingham NG1 4FQ, UK
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Adolescent Popularity: Distinct Profiles and Associations with Excessive Internet Usage and Interpersonal Sensitivity. Child Psychiatry Hum Dev 2022; 53:1097-1109. [PMID: 34032957 DOI: 10.1007/s10578-021-01194-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/18/2021] [Indexed: 12/31/2022]
Abstract
Peer popularity constitutes a pivotal developmental task to adolescents' current and future adaptation. This study identified distinct adolescent popularity profiles and explored their links with excessive Internet usage and interpersonal sensitivity. The sample included 2090 students attending Greek high schools (Mage = 16.16, SD = 0.91). Their popularity was measured via self-report and peer sociometric means. They also responded to the Internet Addiction Test (IAT) and the Interpersonal Sensitivity subscale of the Symptom Checklist-90-Revised (SCL-90-R). A sequence of latent profile analysis, ANOVAs and linear regression models were performed. Three distinct popularity profiles were revealed: the "Average Confident" (68.4%), the "Socially Vulnerable" (26.8%), and the "Insecure Bi-Strategic" (4.8%). These profiles did not significantly vary regarding their Internet usage and interpersonal sensitivity behaviours. Interestingly, lower self-perceived popularity predicted higher interpersonal sensitivity, whereas higher actual popularity predicted excessive Internet use. Findings have important implications for student-tailored mental health prevention and intervention practices.
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Hernández-Vásquez A, Vargas-Fernández R, Visconti-Lopez FJ, Comandé D, Bendezu-Quispe G. Prevalence and Factors Associated with Gaming Disorder in Latin America and the Caribbean: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:10036. [PMID: 36011671 PMCID: PMC9408645 DOI: 10.3390/ijerph191610036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 07/30/2022] [Accepted: 08/01/2022] [Indexed: 06/15/2023]
Abstract
We aimed to determine the prevalence and factors associated with gaming disorder (GD) in the population of Latin America and the Caribbean (LAC). A systematic review was performed (PROSPERO protocol registration: CRD42021230565). We included studies that identified participants with GD and/or factors associated with this condition, reported the prevalence of GD, or contained data that assisted in its estimation, were published after 2013 (the year of inclusion of GD in the Fifth Edition of the Diagnostic and Statistical Manual of Mental Disorders) and were carried out in a population residing in an LAC country. Evaluation of the quality of the studies was carried out using the Joanna Briggs Institute Critical appraisal checklist tool. A qualitative synthesis of the data was performed. Of the total of 1567 records identified, 25 passed the full-text review phase, and 6 met the selection criteria. These studies were published between 2018 and 2021 and had a cross-sectional design (three in Brazil, one in Ecuador, Mexico, and the other was multi-country, including a LAC country [Peru]). The prevalence of GD ranged from 1.1% to 38.2%. The three studies in Brazil had the highest figures of GD prevalence (20.4-38.2%). Four studies evaluated factors associated with GD. Characteristics regarding the game (type), pattern of use (hours played), as well as gender (higher in men), tobacco and alcohol consumption, poor interpersonal relationships, and the presence of mental disorders were found to be associated with GD in LAC. Evidence on the prevalence and factors associated with GD in LAC is limited. Studies on GD in LAC evaluate different population subgroups, describing a wide prevalence of this condition (present in up to 38 out of 100 evaluated). Characteristics such as the type and hours of use of the games, sociodemographic data, lifestyles, interpersonal relationships, and the presence of mental disorders increase the probability of presenting GD.
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Affiliation(s)
- Akram Hernández-Vásquez
- Centro de Excelencia en Investigaciones Económicas y Sociales en Salud, Vicerrectorado de Investigación, Universidad San Ignacio de Loyola, Lima 15024, Peru
| | | | | | - Daniel Comandé
- Instituto de Efectividad Clínica y Sanitaria (IECS-CONICET), Buenos Aires C1414CPV, Argentina
| | - Guido Bendezu-Quispe
- Centro de Investigación Epidemiológica en Salud Global, Universidad Privada Norbert Wiener, Lima 15046, Peru
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Sprong ME, Chamarro A, Polonsky M, Pechek AA, Pilcher C, Griffiths MD, Buono FD. The Spanish Version of the Video Game Functional Assessment-Revised. CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2022; 25:458-464. [PMID: 35594309 DOI: 10.1089/cyber.2021.0325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
It is estimated that 16.8 million in Spain (41% female) are involved in gaming, and approximately 8.3% of Spanish gamers are problematic gamers (i.e., endorsing five or more of the nine criteria for Internet Gaming Disorder [IGD]). Given the high prevalence of IGD in Spain, this study evaluated construct validity and concurrent validity of the Spanish Version of the Video Game Functional Assessment-Revised (SP-VGFA-R), by examining the correlational coefficients with the nine-item Internet Gaming Disorder Scale-Short-Form (IGDS9-SF). A total of 434 adults 18 years of age or older participated in the study (15.1% female). Results showed that the SP-VGFA-R was positively and significantly associated with the IGDS9-SF (bivariate coefficients ranging from 0.411 to 0.610). Four distinct factors in the SP-VGFA-R were identified in confirmatory factor analysis, including (a) social attention, (b) tangible/intangible rewards, (c) escape/avoidance of demands or pain, and (d) sensory stimulation. Other findings showed that IGDS9-SF scores increased as (a) the escape/avoidance of demands or pain function increased and (b) two or more function scores increased. The SP-VGFA-R can be used in combination with the IGDS9-SF to assess Spanish gamers with IGD internationally, and to develop evidence-based behavioral interventions.
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Affiliation(s)
- Matthew E Sprong
- Clinical Mental Health Counseling, Lock Haven University, Lock Haven, Pennsylvania, USA
| | - Andres Chamarro
- Department of Psychology, Autonomous University of Barcelona, Barcelona, Spain
| | - Maxim Polonsky
- Clinical and Community Research, Yale School of Medicine, New Haven, Connecticut, USA
| | - Ashley A Pechek
- Clinical Mental Health Counseling, Lock Haven University, Lock Haven, Pennsylvania, USA
| | - Cindy Pilcher
- Clinical Mental Health Counseling, Lock Haven University, Lock Haven, Pennsylvania, USA
| | - Mark D Griffiths
- Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
| | - Frank D Buono
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
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Stavropoulos V, Ratan R, Lee KM. Editorial: User-Avatar Bond: Risk and Opportunities in Gaming and Beyond. Front Psychol 2022; 13:923146. [PMID: 35677117 PMCID: PMC9169888 DOI: 10.3389/fpsyg.2022.923146] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 04/27/2022] [Indexed: 11/29/2022] Open
Affiliation(s)
| | - Rabindra Ratan
- Department of Media and Information, Michigan State University, East Lansing, MI, United States
| | - Kwan Min Lee
- User-Experience Lab, Nanyang Technological University, Singapore, Singapore
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Casale S, Musicò A, Gualtieri N, Fioravanti G. Developing an intense player-avatar relationship and feeling disconnected by the physical body: A pathway towards internet gaming disorder for people reporting empty feelings? CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-03186-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
AbstractThe literature suggests that alexithymia and emptiness could be risk factors for various addictive behaviors. The present study developed and tested a model that proposes a pathway leading from emptiness and difficulties in identifying emotions to Internet Gaming Disorder (IGD) symptoms via an intense gamer-avatar relationship and bodily dissociative experiences. A sample of 285 (64.2% M; mean age = 30.38 ± 7.53) online gamers using avatar-based videogames was recruited from gaming communities, and they were asked to complete a survey that included the Toronto Alexithymia Scale, the Subjective Emptiness scale, the Scale of Body Connection, the Self-Presence Questionnaire, and the Internet Gaming Disorder Scale-Short Form. The structural model evaluated produced a good fit to the data [χ2 = 175.14, df = 55, p < .001; RMSEA = 0.08 (90% C.I. =0.07–0.09), CFI = 0.96, SRMR = 0.08] explaining 28% of the total variance. Alexithymia was indirectly associated with IGD through the serial mediation of the gamer-avatar relationship and body dissociation. Emptiness was associated with IGD symptoms at the bivariate level, but did not predict IGD directly or indirectly. The current study identifies a potential pathway toward IGD by integrating different lines of research, showing the importance of considering aspects such as the difficulty in recognising and expressing one’s emotions, the gamer- avatar relationship, and the mind-body connection in the context of IGD.
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13
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Montag C, Schivinski B, Pontes HM. Is the proposed distinction of gaming disorder into a predominantly online vs. offline form meaningful? Empirical evidence from a large German speaking gamer sample. Addict Behav Rep 2021; 14:100391. [PMID: 34938849 PMCID: PMC8664876 DOI: 10.1016/j.abrep.2021.100391] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 10/22/2021] [Accepted: 10/28/2021] [Indexed: 01/30/2023] Open
Abstract
Disordered gaming is distinguished by predominantly online, offline, and unspecific gaming. Online gamers showed the highest tendencies towards disordered gaming. Gaming via desktop computers was linked with the highest disordered gaming levels.
In the eleventh revision of the International Classification of Diseases (ICD-11), Gaming Disorder (GD) is distinguished between disordered gaming occurring predominantly online, offline, and unspecified. Currently, no study has investigated whether such a distinction is meaningful in diagnosing disordered gaming. Therefore, a large group of gamers with varied tendencies towards disordered gaming was recruited to examine this issue. A large sample (N = 2,768) was recruited and data were collected on disordered gaming, along with information on their preferred gaming mode and device used to play. The present study shows that the distinction between online and offline gaming mode proposed by the WHO is meaningful because online gamers presented with the highest disordered gaming scores followed by mixed gamers (those stating to equally prefer online and offline gaming), and offline gamers. Finally, it was also observed that the type of device for gaming used associated with disordered gaming levels. Specifically, those reporting mostly to use their desktop computer for gaming showed the highest disordered gaming scores. The present study lends empirical support for the consideration of both gaming mode and gaming device in the study of disordered gaming.
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Affiliation(s)
- Christian Montag
- Department of Molecular Psychology, Institute of Psychology and Education, Ulm University, Ulm, Germany
| | - Bruno Schivinski
- School of Media and Communication, RMIT University, VIC 3000 Melbourne, Australia
| | - Halley M Pontes
- Department of Organizational Psychology, Birkbeck, University of London, London, United Kingdom
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Green R, Delfabbro PH, King DL. Player-avatar interactions in habitual and problematic gaming: A qualitative investigation. J Behav Addict 2021; 10:223-233. [PMID: 34280128 PMCID: PMC8996798 DOI: 10.1556/2006.2021.00038] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 02/25/2021] [Accepted: 05/26/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND AND AIMS Previous studies have reported that stronger avatar identification and negative self-concept are associated with gaming disorder (GD). This study aimed to examine the value and significance of avatars based on firsthand accounts from regular and problematic gamers, and to identify any potential links between avatar-related experiences and excessive gaming. METHODS An online survey of 993 adult gamers yielded 3,972 text responses. Qualitative analysis of 59,059 words extracted 10 categories of avatar-related perspectives. RESULTS Some problem and non-problem gamers employed sentimental language (e.g., 'dear friend', 'like a child', 'part of my soul') to refer to their avatar. However, most participants perceived avatars as a means of achieving in-game goals and enabling greater interactivity (e.g., socializing). When asked to reflect on hypothetically losing their avatar, participants generally anticipated feeling temporary frustration or annoyance due to lost time and effort invested into the avatar. Although some participants reported that their avatar 'mattered', avatars were often considered as superficial ('just pixels') and peripheral to the primary reinforcement of achieving in-game rewards and objectives. Some broader psychological and identity issues such as gender dysphoria, rather than 'addiction', were cited as motivating persistent avatar-related interactions and attachment. DISCUSSION AND CONCLUSIONS Participants reported diverse views on the psychological value and function of avatars, but the relationship between avatars and problematic gaming or GD was largely unclear or inconsistent, and refuted by some participants. Future research with clinical samples may lead to a better understanding of player-avatar processes, including whether avatar-stimuli facilitate the development of maladaptive gaming habits, particularly among psychologically vulnerable players. Future investigations should be mindful of 'overpathologizing' avatar-related phenomena and recognize their important role in socializing, storytelling, and creative expression among gamers.
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Affiliation(s)
- Raquel Green
- School of Psychology, The University of Adelaide, Australia
| | | | - Daniel L. King
- School of Psychology, The University of Adelaide, Australia,College of Education, Psychology and Social Work, Flinders University, Australia,Corresponding author. E-mail:
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15
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Raith L, Bignill J, Stavropoulos V, Millear P, Allen A, Stallman HM, Mason J, De Regt T, Wood A, Kannis-Dymand L. Massively Multiplayer Online Games and Well-Being: A Systematic Literature Review. Front Psychol 2021; 12:698799. [PMID: 34276523 PMCID: PMC8277937 DOI: 10.3389/fpsyg.2021.698799] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 05/25/2021] [Indexed: 12/15/2022] Open
Abstract
Background: Massively multiplayer online games (MMOs) evolve online, whilst engaging large numbers of participants who play concurrently. Their online socialization component is a primary reason for their high popularity. Interestingly, the adverse effects of MMOs have attracted significant attention compared to their potential benefits. Methods: To address this deficit, employing PRISMA guidelines, this systematic review aimed to summarize empirical evidence regarding a range of interpersonal and intrapersonal MMO well-being outcomes for those older than 13. Results: Three databases identified 18 relevant English language studies, 13 quantitative, 4 qualitative and 1 mixed method published between January 2012 and August 2020. A narrative synthesis methodology was employed, whilst validated tools appraised risk of bias and study quality. Conclusions: A significant positive relationship between playing MMOs and social well-being was concluded, irrespective of one's age and/or their casual or immersed gaming patterns. This finding should be considered in the light of the limited: (a) game platforms investigated; (b) well-being constructs identified; and (c) research quality (i.e., modest). Nonetheless, conclusions are of relevance for game developers and health professionals, who should be cognizant of the significant MMOs-well-being association(s). Future research should focus on broadening the well-being constructs investigated, whilst enhancing the applied methodologies.
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Affiliation(s)
- Lisa Raith
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Maroochydore, QLD, Australia
| | - Julie Bignill
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Maroochydore, QLD, Australia
| | - Vasileios Stavropoulos
- Institute of Health and Sports, Victoria University, Melbourne, VIC, Australia.,School of Psychology, National and Kapodistrian University of Athens, Athens, Greece
| | - Prudence Millear
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Maroochydore, QLD, Australia
| | - Andrew Allen
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Maroochydore, QLD, Australia
| | - Helen M Stallman
- Thompson Institute, University of the Sunshine Coast, Maroochydore, QLD, Australia
| | - Jonathan Mason
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Maroochydore, QLD, Australia
| | - Tamara De Regt
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Maroochydore, QLD, Australia
| | - Andrew Wood
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Maroochydore, QLD, Australia
| | - Lee Kannis-Dymand
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Maroochydore, QLD, Australia
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16
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Tullett-Prado D, Stavropoulos V, Mueller K, Sharples J, Footitt TA. Internet Gaming Disorder profiles and their associations with social engagement behaviours. J Psychiatr Res 2021; 138:393-403. [PMID: 33962126 DOI: 10.1016/j.jpsychires.2021.04.037] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 03/21/2021] [Accepted: 04/25/2021] [Indexed: 12/22/2022]
Abstract
UNLABELLED Internet Gaming Disorder (IGD), describes the abuse of Internet games with detrimental impact to the real-life social engagement of some gamers. Indeed, evidence suggests that gamers differ on the severity and way in which they express IGD symptoms, as well as their social engagement behaviours. The present study aimed to: a) profile gamers regarding their experience of IGD symptoms and; b) examine how different IGD profiles varied on social engagement behaviours. METHODS A sample consisting of 1032 gamers (18-72 years, Mage = 24) was assessed with the Internet Gaming Disorder Scale 9 Items Short Form (IGDS9-SF) and social engagement questions regarding their participation in employment, education, romantic relationships and living status. RESULTS Latent class analyses (LCA) resulted in 4 distinct IGD classes. These entailed 'IGD aversive' (11.5%), 'Normative' (47.9%), 'Moderate IGD risk' (31.2%) and 'High IGD risk' (9.4%) gamers. The high IGD risk profile linked with higher unemployment, lower level of education and tended to live with divorced parents, friends and/or had transient accommodation. CONCLUSION Findings suggest that there are different IGD profiles driven by symptom severity, whilst gamers higher on IGD risk present with lower social engagement signs. Thus, social engagement and participation should be particularly targeted by IGD immunization and treatment protocols.
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17
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Stavropoulos V, Frost TMJ, Brown T, Gill P, Footitt TA, Kannis-Dymand L. Internet gaming disorder behaviours: a preliminary exploration of individualism and collectivism profiles. BMC Psychiatry 2021; 21:262. [PMID: 34016087 PMCID: PMC8139060 DOI: 10.1186/s12888-021-03245-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 04/28/2021] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Internet Gaming Disorder (IGD) behaviours involve excessive use of Internet games to the extent that one's everyday life is compromised. It has been suggested that IGD symptoms are dependent on whether one is more individualistic or collectivistic. However, the range of potential individualism-collectivismeffects on IGD presentations remains largely unknown. The current study aims to further understanding of the role of individualistic and collectivistic tendencies in IGD, allowing us to develop more gamer centredIGD prevention and intervention strategies. METHODS One thousand and thirty-twocommunity participants withinternet gaming experience were measured online for IGD symptom's severity using the Internet Gaming Disorder Scale - Short Form (IGDS9-SF) andindividualism-collectivism behavioursvia the Individualism & Collectivism Scale (ICS). Latent Class Analysis (LCA) and T-Tests were performed in relation to their responses. RESULTS Upon inspection of the LCA output, two profiles of internet gamers were identified. These includedthe Collectivism Aversivegamers (CA; 11%) and the Collectivism Neutral gamers (CN; 89%). The CA gamers displayed significantly higher IGD behaviours overall, and, were higher inpreoccupation, withdrawal symptoms, tolerance, relapse, deception, escapism/mood modification, and functional impairment compared to CN gamers. There were no differences between CA and CN gamers in loss of interest and conflicts with others. CONCLUSIONS The findings suggest that one's individualism-collectivism orientation can influence the presentation of IGD. Specifically, those who are less collectivistic or are less influenced by social groups willdisplay greater IGD symptoms and present a profile that requires a different intervention from gamers who are more collectivistic. Researchers and clinicians should emphasize the value of belonging in a collective and experiencing equality with others in relation to mental health and gaming patterns.
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Affiliation(s)
| | | | - Taylor Brown
- Institute for Health and Sprot, Victoria University, Melbourne, Australia
| | - Peter Gill
- Institute for Health and Sprot, Victoria University, Melbourne, Australia
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18
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Ortiz de Gortari AB, Gackenbach J. Game Transfer Phenomena and Problematic Interactive Media Use: Dispositional and Media Habit Factors. Front Psychol 2021; 12:585547. [PMID: 33967879 PMCID: PMC8100040 DOI: 10.3389/fpsyg.2021.585547] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 03/15/2021] [Indexed: 11/17/2022] Open
Abstract
The study of the effects of interactive media has mainly focused on dysregulated behaviors, the conceptualization of which is supported by the paradigms of addiction. Research into Game Transfer Phenomena (GTP) examines the interplay between video game features, events while playing, and the manipulation of hardware, which can lead to sensory-perceptual and cognitive intrusions (e.g., hallucinations and recurrent thoughts) and self-agency transient changes (e.g., automatic behaviors) related to video games. GTP can influence the interpretation of stimuli and everyday interactions and, in contrast to gaming disorder, are relatively common and not necessarily negative. However, some players have reported feeling distress due to their GTP. This study focuses on how dispositional and interactive media habit factors are related to GTP and two forms of problematic interactive media [problematic video game playing (PVG) and problematic social media use (PSMU)]. A sample of 343 university students who played video games completed an online survey (58.7% male, 19–25 years old). Not all who had experienced GTP were identified as exhibiting PVG or PSMU, but all of those in the PVG group had experienced GTP. Overall, the profiles of the groups, including GTP (91.4%), PVG (28.5%), and PSMU (24.8%), were in accordance with previous findings. Those in the GTP and the PVG groups were characterized by being male, being highly engaged in the game (either while playing or via game-related activities), and showed preferences for game-related activities. However, while those in the GTP group were significantly more likely to be fantasy-prone, those with PVG were the ones who played most per day. Those in the PSMU group were characterized by being female and/or extroverted, frequently using social/sharing platforms, and seldom playing video games. A hierarchical binary logistic regression revealed that males were more likely to experience GTP. Increases in PVG, fantasy proneness, and neuroticism increased the odds of GTP. Future work can benefit from considering the role of GTP in gaming disorder, since intrusive thoughts, cognitive biases, and poor impulse control are pivotal in the initiation and maintenance of dysfunctional playing behaviors.
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Affiliation(s)
| | - Jayne Gackenbach
- Department of Psychology, MacEwan University, Edmonton, AB, Canada
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19
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Symptoms of Internet Gaming Disorder, Inattention, and Impulsivity: a Cross-Sectional Study Conducted in the United Arab Emirates. Psychiatr Q 2021; 92:301-310. [PMID: 32642820 DOI: 10.1007/s11126-020-09799-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
The addictive use of internet video games is now recognized as a valid diagnostic construct by both the World Health Organization and the American Psychiatric Association. A burgeoning body of preliminary evidence points to a relationship between attention deficit and hyperactivity disorder (ADHD) symptoms as being a risk factor for behaviors indicative of internet gaming disorder (IGD), however, studies have rarely examined ADHD's two diagnostic constructs, inattention and impulsivity, separately. Moreover, IGD research is non-existent in Middle Eastern contexts. Therefore, this study examined, separately, the association of IGD with inattention and impulsivity in a sample of gamers from the United Arab Emirates. A cross-sectional survey was completed by 214 participants aged 18-33 years (mage = 20.64, SD = 4.34) who completed measures of IGD and ADHD, and self-reported daily duration of gameplay as well as a number of demographic characteristics. The pair of hierarchical linear regressions indicated that both the examined constructs, increased symptoms of inattention and impulsivity, were separately associated with elevated risk for engagement in IGD behaviors. However, these associations were not moderated by gender. These results confirm that symptoms of ADHD are indeed associated with IGD and is the first to confirm the presence of this relationship in a Middle Eastern sample.
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20
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Green R, Delfabbro PH, King DL. Avatar identification and problematic gaming: The role of self-concept clarity. Addict Behav 2021; 113:106694. [PMID: 33099249 PMCID: PMC7539898 DOI: 10.1016/j.addbeh.2020.106694] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 09/28/2020] [Accepted: 10/02/2020] [Indexed: 01/04/2023]
Abstract
Some video-gaming activities feature customizable avatars that enable users to fulfil self-identity needs. Research evidence (e.g., fMRI and survey studies) has suggested that poorer self-concept and stronger avatar identification are associated with problematic gaming. Player-avatar relationships have thus been proposed to require attention in gaming disorder assessment and interventions. To examine the interplay of player-avatar interactions in problematic gaming, this study investigated whether avatar identification differed according to avatar characteristics and game types, and whether the association between avatar identification and problem gaming was mediated by self-concept clarity. A total of 993 adult respondents completed an online survey that assessed problematic gaming, avatar identification, and self-concept clarity. The results indicated that avatar identification scores were generally unrelated to avatar characteristics (e.g., human resemblance, degree of customizability, and in-game perspective). Avatar identification was significantly positively related to problematic gaming and significantly negatively related to self-concept clarity. There was a significant indirect relationship between avatar identification on problem gaming mediated through self-concept clarity. These findings suggest that poorer self-concept clarity may be one mechanism by which avatar identification affects problem gaming. Future research with clinical samples may help to gain a better understanding of avatar-related processes and psychological vulnerabilities related to problematic gaming.
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Affiliation(s)
- Raquel Green
- School of Psychology, The University of Adelaide, Australia
| | | | - Daniel L King
- School of Psychology, The University of Adelaide, Australia; College of Education, Psychology and Social Work, Flinders University, Australia.
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21
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Green R, Delfabbro PH, King DL. Avatar- and self-related processes and problematic gaming: A systematic review. Addict Behav 2020; 108:106461. [PMID: 32480244 DOI: 10.1016/j.addbeh.2020.106461] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 04/30/2020] [Accepted: 04/30/2020] [Indexed: 12/24/2022]
Abstract
The concept of self has become increasingly relevant to understanding the psychological mechanisms of problematic online gaming. Many gaming activities feature in-game avatars that enable the adoption of, and experimentation with, different roles and identities. Avatars enable players to compensate for perceived deficiencies in their real-world self (e.g., lack of physical strength, beauty, or social status). Currently, how avatar- and self-related processes may develop and maintain problematic gaming, including gaming disorder (GD), is unclear. This systematic review examined 18 quantitative studies of avatar- and self-related concepts and problematic gaming, including 13 survey-based and 5 neuroimaging studies. Despite variability in the conceptualization and measurement of avatar/self-related concepts, survey-based studies have consistently reported that negative self-concept, avatar identification, and large self-avatar discrepancies are significantly associated with problematic gaming. Poor self-concept appears to be a risk factor for GD, particularly for games that facilitate role-playing and identity formation. Further research and clinical evidence are needed to explain how avatar- and self-related processes may relate to the addictive mechanisms of GD (e.g., cognitive distortions, reward-seeking, inhibitory control, self-regulation systems), amid calls for problem gaming-related assessment and interventions to incorporate a focus on avatar identification.
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22
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Pontes HM, Stavropoulos V, Griffiths MD. Emerging insights on internet gaming disorder: Conceptual and measurement issues. Addict Behav Rep 2020; 11:100242. [PMID: 32467831 PMCID: PMC7244902 DOI: 10.1016/j.abrep.2019.100242] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Affiliation(s)
- Halley M Pontes
- Division of Psychology, School of Medicine, University of Tasmania, Launceston, Australia
- The International Cyberpsychology and Addictions Research Laboratory (iCARL), University of Tasmania, Launceston, Australia
| | - Vasileios Stavropoulos
- School of Psychology, College of Health and Biomedicine, Victoria University, Melbourne, Australia
| | - Mark D Griffiths
- Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
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Abstract
AbstractThe dearth of evidence related to cultural and gender variations of established associations between Internet Gaming Disorder (IGD) and other psychopathologies has been highlighted. Accordingly, the present study examined the association between depression and disordered gaming behaviors, while considering cultural perspectives of vertical individualism (independence and hierarchy) and gender as potentially variating factors. To achieve this, an ethnically diverse online sample of internet gamers from multicultural societies (N = 1032; Australia = 738; 71.5%; USA = 222; 21.5%; other multicultural countries = 72; 13.3%; Mage = 24 years; males = 503 [48.7%], females = 529 [51.3%]) completed the Internet Gaming Disorder Scale–Short-Form (IGDS9-SF); the Depression, Anxiety and Stress Scale (DASS-21) and the Individualism and Collectivism Scale (ICS). Regression, moderation and moderated moderation analyses were conducted. Results demonstrated that gamers presenting concurrently with symptoms of depression and vertically individualistic inclinations reported higher levels of disordered gaming behaviors, with no significant gender differences. The findings obtained imply that practitioners globally, and especially in multicultural societies (e.g., Australia, USA), should consider cultural differences when developing prevention and intervention strategies for disordered gaming.
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