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Bäcklund C, Sörman DE, Gavelin HM, Király O, Demetrovics Z, Ljungberg JK. Comparing psychopathological symptoms, life satisfaction, and personality traits between the WHO and APA frameworks of gaming disorder symptoms: A psychometric investigation. Scand J Psychol 2024; 65:665-682. [PMID: 38475668 DOI: 10.1111/sjop.13010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 12/07/2023] [Accepted: 01/27/2024] [Indexed: 03/14/2024]
Abstract
INTRODUCTION The inclusion of Internet Gaming Disorder (IGD) in the fifth revision of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) by the American Psychiatric Association and Gaming Disorder in the 11th revision of the International Classification of Diseases (ICD-11) by the World Health Organization requires consistent psychological measures for reliable estimates. The current study aimed to investigate the psychometric properties of the Gaming Disorder Test (GDT), the Ten-Item Internet Gaming Disorder Test (IGDT-10), and the Five-Item Gaming Disorder Test (GDT-5) and to compare the WHO and the APA frameworks of gaming disorder symptoms in terms of psychopathological symptoms, life satisfaction, and personality traits. METHODS A sample of 723 Swedish gamers was recruited (29.8% women, 68.3% men, 1.9% other, Mage = 29.50 years, SD = 8.91). RESULTS The results indicated notable differences regarding the estimated possible risk groups between the two frameworks. However, the association between gaming disorder symptoms and personality traits, life satisfaction, and psychopathological symptoms appeared consistent across the two frameworks. The results showed excellent psychometric properties in support of the one-factor model of the GDT, IGDT-10, and GDT-5, including good reliability estimates (McDonald's omega) and evidence of construct validity. Additionally, the results demonstrated full gender and age measurement invariance of the GDT, IGDT-10, and GDT-5, indicating that gaming disorder symptoms are measured equally across the subgroups. CONCLUSION These findings demonstrate that the IGDT-10, GDT-5, and GDT are appropriate measures for assessing gaming disorder symptoms and facilitating future research in Sweden.
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Affiliation(s)
- Christian Bäcklund
- Department of Health, Education and Technology, Luleå University of Technology, Luleå, Sweden
| | - Daniel Eriksson Sörman
- Department of Health, Education and Technology, Luleå University of Technology, Luleå, Sweden
| | | | - Orsolya Király
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar
| | - Jessica K Ljungberg
- Department of Health, Education and Technology, Luleå University of Technology, Luleå, Sweden
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Mzumara T. Excessive internet use as a risk factor for suicide ideation among university students in Malawi: A cross-sectional study. Health Sci Rep 2024; 7:e2194. [PMID: 38895549 PMCID: PMC11183923 DOI: 10.1002/hsr2.2194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 05/09/2024] [Accepted: 05/30/2024] [Indexed: 06/21/2024] Open
Abstract
Background Covid 19 has fast-paced the use of technological innovations, mainly the internet. However, Internet use can lead to several behavioral and psychological conditions, such as cyberbullying and distorted relationships, which could lead to suicide ideation. Suicide is the second leading cause of death among young adults. Aim To assess the association between Internet addiction and suicide ideation among university students in Malawi. Furthermore, to assess the factors associated with suicidal thoughts among Malawian college students who surf the World Wide Web. Methods This cross-sectional study utilized secondary research and used data available from https://data.mendeley.com/drafts/xbfbcy5bhv. Internet addiction was measured using the Internet Addiction Test. The dependent variable includes suicide ideation. Binary logistic regression was used to analyze the relationship between the dependent and independent variables. The value of p < 0.05 was considered statistically significant. Results Out of the 620 participants, 514 (82.2%) were aged between 15 and 24. The majority were males 401 (64.7%). The mean IAT score was 46.08 (SD = 14.60). The IAT score was 44.81 (SD = 13.85) among males and 48.40 (SD = 15.65) among females (p = 0.003). About 341 (55%) of students use the internet excessively. Suicide ideation was prevalent among 101 (16.3%) of the students. Suicide ideation was significantly associated with internet addiction. (p < 0.001). The odds of developing suicidal thoughts increased about 3 times among excessive internet users compared to average users (OR = 2.91, 95% CI = 1.213-7.018). However, age, gender, discipline, and year of study were not associated with suicide ideation. Conclusion The study suggests that internet addiction affects suicide ideation mainly through distorting social relationships. School settings should increase awareness regarding the safe use of the internet to ensure a balance between online and real-life interactions and curb suicide.
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Affiliation(s)
- Thokozani Mzumara
- Department of OphthalmologyMzuzu Urban Health Centre, Mzimba North District HospitalMzuzuMalawi
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Shoshani A, Kor A, Farbstein-Yavin S, Gvion Y. Risk and protective factors for substance use and media addictive behaviors in adolescents during the COVID-19 pandemic. J Adolesc 2024; 96:746-759. [PMID: 38284471 DOI: 10.1002/jad.12295] [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: 08/08/2023] [Revised: 01/01/2024] [Accepted: 01/08/2024] [Indexed: 01/30/2024]
Abstract
OBJECTIVE This study examined the long-term effects of the COVID-19 pandemic on adolescents' substance use, digital media use, and symptoms of internet, gaming, and social media addiction. METHOD A nationally representative longitudinal cohort of 1665 Israeli teens and preteens, aged 9-16, completed questionnaires assessing substance use prevalence, daily screen time, symptoms of media addiction, and potential risk and protective factors. Data were collected before the pandemic (October 2019), after the second wave lockdown (November 2020), and after the fifth wave (April 2022) in Israel. RESULTS The analysis documented significant increases in substance use, daily screen time, and social media addiction indices over time. Gratitude, life satisfaction, positive emotions, future orientation, grit, and secure attachment emerged as significant protective factors. Sensation-seeking, negative emotions, and mental health symptoms were identified as risk factors. CONCLUSIONS These findings highlight the importance of educational and public mental health services in addressing the pandemic's long-term impact on the mental health and addictive behaviors of adolescents. They also emphasize the significance of enhancing protective factors and reducing risk factors to effectively mitigate substance and digital media abuse among adolescents.
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Affiliation(s)
- Anat Shoshani
- Baruch Ivcher School of Psychology, Reichman University (IDC Herzliya), Herzliya, Israel
| | - Ariel Kor
- Baruch Ivcher School of Psychology, Reichman University (IDC Herzliya), Herzliya, Israel
- School of Medicine, Yale University, New Haven, Connecticut, USA
| | | | - Yari Gvion
- Department of Psychology, Bar Ilan University, Ramat Gan, Israel
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Zhou R, Morita N, Ogai Y, Saito T, Zhang X, Yang W, Yang F. Meta-Analysis of Internet Gaming Disorder Prevalence: Assessing the Impacts of DSM-5 and ICD-11 Diagnostic Criteria. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:700. [PMID: 38928946 PMCID: PMC11203952 DOI: 10.3390/ijerph21060700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 05/24/2024] [Accepted: 05/27/2024] [Indexed: 06/28/2024]
Abstract
With the inclusion of Internet gaming disorder (IGD) in both the DSM-5 and ICD-11, understanding the prevalence and diagnostic discrepancies is crucial for developing appropriate interventions. This study presents a meta-analysis of the prevalence of IGD based on two diagnostic criteria. We systematically searched the PubMed and Web of Science databases. A total of 22 studies were included in the final analysis. The analysis incorporated studies employing the DSM-5 and ICD-11 criteria and focused on the impact of various factors, including study location, sample characteristics, sample size, and quality score, on the reported prevalence rates using a random-effects model. The pooled prevalence of IGD is 6.7% (95% CI: 5.7-7.7%). The subgroup analysis indicated significant differences in the prevalence rates of IGD (DSM-5 criteria) and GD (ICD-11 criteria) (Q b = 38.46, p < 0.01). There were also significant differences in IGD prevalence rates between different scales (Q b = 54.23, p < 0.001). Our findings indicate that different diagnostic criteria and different assessment scales have a significant impact on the prevalence of IGD. This underscores the importance of adopting standardized methodologies to guide public health interventions. However, given the limited research based on ICD-11 diagnostic criteria, further investigation is necessary to determine the variations in prevalence rates of IGD under different diagnostic standards.
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Affiliation(s)
- Ruoyu Zhou
- Doctoral Program in Human Care Science, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba 305-8577, Japan;
| | - Nobuaki Morita
- Department of Social Psychiatry and Mental Health, School of Medicine and Medical Sciences, University of Tsukuba, Tsukuba 305-8577, Japan; (N.M.); (Y.O.); (T.S.)
| | - Yasukazu Ogai
- Department of Social Psychiatry and Mental Health, School of Medicine and Medical Sciences, University of Tsukuba, Tsukuba 305-8577, Japan; (N.M.); (Y.O.); (T.S.)
| | - Tamaki Saito
- Department of Social Psychiatry and Mental Health, School of Medicine and Medical Sciences, University of Tsukuba, Tsukuba 305-8577, Japan; (N.M.); (Y.O.); (T.S.)
| | - Xinyue Zhang
- Public Health Degree Program, Faculty of Comprehensive Human Sciences, University of Tsukuba, Tsukuba 305-8577, Japan;
| | - Wenjie Yang
- The Mental Health Center, Yunnan University, Kunming 650091, China
| | - Fan Yang
- Graduate School of Letters, Arts and Sciences, Waseda University, Tokyo 162-8644, Japan;
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Siřínková D, Blinka L, Montag C. Gaming disorder test: Assessing psychometric properties, prevalence, temporal stability, and invariance using a Czech two-time-point longitudinal sample. J Psychiatr Res 2024; 175:192-199. [PMID: 38739952 DOI: 10.1016/j.jpsychires.2024.05.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 04/09/2024] [Accepted: 05/08/2024] [Indexed: 05/16/2024]
Abstract
In 2019, Gaming Disorder (GD) was acknowledged as an official diagnosis by the World Health Organization. The Gaming Disorder Test (GDT) is the most widely used tool to measure GD; however, due to its novelty, various measurement properties are still unexplored, and the number of validated language variants is still limited. The present study is the first to assess the psychometric properties of the Czech version of the GDT. Further, it focuses on its temporal prevalence and stability, gaming genre invariance, and criterion validity. A large-scale sample of adult Czech gamers collected at two points within nine months was analysed - T1 N = 5356; T2 N = 6077; longitudinal sample N = 1430. Confirmatory factor analysis (CFA), structural equation modelling (SEM), and multigroup CFA were employed to assess the measurement invariance. The study confirmed the one-factor structure of the GDT and showed that it is invariant across preferred gaming genres and the time of data collection. It showed a negative relationship with life satisfaction and a positive relationship with anxiety, even when controlling for their mutual relationships. The prevalence in the longitudinal sample was equal to or below 1.9% in each wave, but only 0.5% in the longitudinal sample (hence n = 7 participants fulfilled in both waves the criteria for GD). The study suggests that the Czech version of the GDT has good psychometric properties, including temporal stability and invariance across gaming genres, so it is suitable for the survey type and epidemiological investigation of the ICD-11's Gaming Disorder.
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Affiliation(s)
- Dita Siřínková
- Psychology Research Institute, Faculty of Social Studies, Masaryk University, Brno, Czech Republic
| | - Lukas Blinka
- Psychology Research Institute, Faculty of Social Studies, Masaryk University, Brno, Czech Republic.
| | - Christian Montag
- Department of Molecular Psychology, Institute of Psychology and Education, Ulm, Ulm University, Germany
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Ghazi FR, Gan WY, Tung SEH, Chen IH, Poon WC, Siaw YL, Ruckwongpatr K, Chen JS, Huang SW, Griffiths MD, Lin CY. Problematic Gaming in Malaysian University Students: Translation and Psychometric Evaluation of the Malay Language Versions of Gaming Disorder Test and Gaming Disorder Scale for Young Adults. Eval Health Prof 2024; 47:93-104. [PMID: 37365830 DOI: 10.1177/01632787231185845] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2023]
Abstract
As research on gaming disorder (GD) is growing globally, the need for a valid and reliable instrument to assess GD has become crucial. Therefore, the present cross-sectional study translated and evaluated the psychometric properties of Gaming Disorder Test (GDT) and Gaming Disorder Scale for Young Adults (GADIS-YA) into Malay language versions. The sample comprised 624 university students (females = 75.6%; mean age = 22.27 years) recruited via an online survey from May to August 2022, using a convenience sampling method. Participants completed both GDT and GADIS-YA scales and other relevant measures including Bergen Social Media Addiction Scale (BSMAS), Internet Gaming Disorder Scale-Short Form (IGDS9-SF), and time spent on social media and gaming. Results showed that both instruments reported satisfactory internal consistency, and confirmatory factor analysis supported the one-factor structure for GDT and two-factor structure for GADIS-YA. Both scales were strongly correlated with each other and with the IGDS9-SF, BSMAS, and time spent on social media and gaming, supporting concurrent validity. Measurement invariance of both scales was confirmed across gender and gaming time. These findings suggest that the Malay versions of GDT and GADIS-YA are reliable and valid measures of problematic gaming among Malaysian university students.
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Affiliation(s)
- Farah Raihana Ghazi
- Department of Nutrition, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Selangor, Malaysia
| | - Wan Ying Gan
- Department of Nutrition, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Selangor, Malaysia
| | - Serene En Hui Tung
- Division of Nutrition and Dietetics, School of Health Sciences, International Medical University, Kuala Lumpur, Malaysia
| | - I-Hua Chen
- Chinese Academy of Education Big Data, Qufu Normal University, Qufu, China
| | - Wai Chuen Poon
- Sunway Business School, Sunway University, Selangor, Malaysia
| | - Yan-Li Siaw
- Faculty of Education, Universiti Malaya, Malaysia
| | - Kamolthip Ruckwongpatr
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Jung-Sheng Chen
- Department of Medical Research, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Shih-Wei Huang
- Institute of Environmental Toxin and Emerging Contaminant, Cheng Shiu University, Kaohsiung, Taiwan
- Center for Environmental Toxin and Emerging-contaminant Research, Cheng Shiu University, Kaohsiung, Taiwan
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
| | - Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, Tainan, Taiwan
- Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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Coșa IM, Dobrean A, Balazsi R. Measurement Invariance of the Lemmens Internet Gaming Disorder Scale-9 Across Age, Gender, and Respondents. Psychiatr Q 2024; 95:137-155. [PMID: 38294619 DOI: 10.1007/s11126-024-10066-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/21/2024] [Indexed: 02/01/2024]
Abstract
Although Internet gaming disorder (IGD) has gained increased attention in scientific, clinical, and community contexts, there is still a lack of consensus regarding the best assessment tools (i.e., self-report or other reports) for assessing its symptoms. The present study aimed to investigate the reliability, validity, and measurement invariance of both versions (youth and parent) of The Lemmens Internet Gaming Disorder Scale-9. To achieve this goal, we recruited between June and October 2019 from five Romanian highschools a total of 697 adolescents (11-19 years old) and one of their parents (N = 391). The internal consistency was good in both versions of the instrument (α = 0.772 for the youth version and α = 0.781 for the parent version). Construct validity assessed through confirmatory factor analysis showed support for the one factor structure of the scales, while multigroup confirmatory factor analysis endorsed the invariance across age, gender, and respondents (i.e., parent vs. youth report). The current research identifies both IGD scales to be reliable and valid, arguing for their utility for assessing IGD symptomatology among adolescents. Implications for theory, assessment, and future directions are discussed.
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Affiliation(s)
- Iulia Maria Coșa
- International Institute for The Advanced Studies of Psychotherapy and Applied Mental Health, Babeș-Bolyai University, Republicii Street 37, Cluj-Napoca, 400015, Romania
- Evidence Based Psychological Assessment and Interventions Doctoral School, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Anca Dobrean
- International Institute for The Advanced Studies of Psychotherapy and Applied Mental Health, Babeș-Bolyai University, Republicii Street 37, Cluj-Napoca, 400015, Romania.
- Department of Clinical Psychology and Psychotherapy, Babeş-Bolyai University, Republicii Street 37, Cluj-Napoca, 400015, Romania.
| | - Robert Balazsi
- Department of Psychology, Babeș-Bolyai University, No. 37, Republicii Street, Cluj-Napoca, 40015, Romania
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Chang CW, Chen JS, Huang SW, Potenza MN, Su JA, Chang KC, Pakpour AH, Lin CY. Problematic smartphone use and two types of problematic use of the internet and self-stigma among people with substance use disorders. Addict Behav 2023; 147:107807. [PMID: 37542974 DOI: 10.1016/j.addbeh.2023.107807] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 06/20/2023] [Accepted: 07/14/2023] [Indexed: 08/07/2023]
Abstract
BACKGROUND AND AIMS Guided by the Interaction of Person-Affect-Cognition-Execution (I-PACE) model and a self-stigma framework, this study aimed to investigate relationships between cognitive and affective self-stigma and behavioral self-stigma, problematic use of internet (PUI), and problematic smartphone use (PSU) among people with substance use disorders (SUDs). It also examined mediating roles for affective self-stigma in the relationships between cognitive self-stigma and behavioral self-stigma/PUI/PSU. METHODS Using a cross-sectional design, 530 participants diagnosed with SUDs in Taiwan were recruited from a psychiatric center in Taiwan. Mediation models were investigated using the Hayes' Process Macro Model 4. RESULTS Mediation analyses indicated that cognitive self-stigma was directly associated with behavioral self-stigma (p < 0.001), but not with either types of PUI or PSU (p-values ranging from 0.41 to 0.76). Affective self-stigma was directly related to behavioral self-stigma (p < 0.001), two types of PUI, and PSU (β = 0.24-0.30; all p < 0.001); cognitive self-stigma was indirectly associated with behavioral self-stigma (β = 0.53; 95 % bootstrapping CI = 0.46, 0.60), two types of PUI, and PSU (β = 0.20-0.25; 95 % bootstrapping CI = 0.08-0.14, 0.31-0.37) via a mediating effect of affective self-stigma. DISCUSSION AND CONCLUSION Findings support the I-PACE model in a self-stigma context. The findings also suggest that addressing affective self-stigma may help prevent or reduce behavioral self-stigma, PUI, and PSU among people with SUDs. Longitudinal studies are warranted to investigate over time relationships between self-stigma and PUI/PSU in people with SUDs.
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Affiliation(s)
- Ching-Wen Chang
- Graduate Institute of Social Work, National Taiwan Normal University, No. 162, Sec. 1, He-Ping East Rd., Daan Dist., Taipei 106209 Taiwan.
| | - Jung-Sheng Chen
- Department of Medical Research, E-Da Hospital, I-Shou University, No.1, Yida Rd., Yanchao Dist., Kaohsiung 824005, Taiwan.
| | - Shih-Wei Huang
- Institute of Environmental Toxin and Emerging Contaminant, Cheng Shiu University, Kaohsiung 83347, Taiwan; Center for Environmental Toxin and Emerging-contaminant Research, Cheng Shiu University, Kaohsiung 83347, Taiwan.
| | - Marc N Potenza
- Department of Psychiatry, Yale School of Medicine, 1 Church Street, Room 726, New Haven, CT 06510, USA; Connecticut Mental Health Center, 34 Park St., New Haven, CT 06519, USA; Connecticut Council on Problem Gambling, 100 Great Meadow Rd., Suite 704, Wethersfield, CT 06109, USA; Child Study Center, Yale School of Medicine, 350 George St., New Haven, CT 06511, USA; Department of Neuroscience, Yale University, New Haven, CT, USA; Wu Tsai Institute, Yale University, 200 South Frontage Rd., SHM C-303, New Haven, CT 06510, USA.
| | - Jian-An Su
- Department of Psychiatry, Chiayi Chang Gung Memorial Hospital, Chiayi, Taiwan; School of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Nursing, Chang Gung Institute of Technology, Taoyuan, Taiwan.
| | - Kun-Chia Chang
- Department of General Psychiatry, Jianan Psychiatric Center, Ministry of Health and Welfare, No. 539, Yuzhong Rd., Rende Dist., Tainan 717204, Taiwan; Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No. 1., University Rd., East Dist., Tainan 701401, Taiwan.
| | - Amir H Pakpour
- Department of Nursing, School of Health and Welfare, Jönköping University, Sweden.
| | - Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, No. 1., University Rd., East Dist., Tainan 701401, Taiwan; Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No. 1., University Rd., East Dist., Tainan 701401, Taiwan; Department of Public Health, College of Medicine, National Cheng Kung University, No. 1., University Rd., East Dist., Tainan 701401, Taiwan; Department of Occupational Therapy, College of Medicine, National Cheng Kung University, No. 1., University Rd., East Dist., Tainan 701401, Taiwan.
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Wartberg L, Spindler C, Berber S, Potzel K, Kammerl R. A Four-Item Questionnaire to Measure Problematic Social Media Use: The Social Media Disorder Test. Behav Sci (Basel) 2023; 13:980. [PMID: 38131836 PMCID: PMC10741071 DOI: 10.3390/bs13120980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 11/13/2023] [Accepted: 11/16/2023] [Indexed: 12/23/2023] Open
Abstract
While the use of video games and social media is an enjoyable recreational activity for most users, a minority develop problematic patterns of use. In the ICD-11, for the first time, there is a category of "disorders due to addictive behaviors" (including gaming disorder). The scientific literature also suggests a potential for the problematic use of social media. Economic screening tools for this are still needed. A very economical questionnaire to record gaming disorder is the ICD-11-based Gaming Disorder Test (GDT). The purpose of the present survey was to investigate the psychometric properties of an adapted questionnaire (Social Media Disorder Test, SMDT) to assess problematic social media use (PSMU). Therefore, 443 youths (mean age: 20.11 years) were examined with the SMDT and other measures regarding PSMU, self-control, and psychopathology. A confirmatory factor analysis (CFA) and reliability and correlation analyses were conducted. For the SMDT, we observed very good fit indices in the CFA, suggesting a one-factor structure; the reliability coefficient was 0.90, and we found the first indications for criterion validity. If the results can be confirmed, the SMDT, with its four questions, would be a very economical instrument to measure PSMU based on the ICD-11 criteria for behavioral addictions.
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Affiliation(s)
- Lutz Wartberg
- Department of Psychology, Faculty of Human Sciences, MSH Medical School Hamburg, 20457 Hamburg, Germany
| | - Carolin Spindler
- Department of Psychology, Faculty of Human Sciences, MSH Medical School Hamburg, 20457 Hamburg, Germany
| | - Sophia Berber
- Department of Education, Chair for Pedagogy with a Focus on Media Education, Friedrich-Alexander-University Erlangen-Nuremberg, 90478 Nuremberg, Germany
| | - Katrin Potzel
- Department of Education, Chair for Pedagogy with a Focus on Media Education, Friedrich-Alexander-University Erlangen-Nuremberg, 90478 Nuremberg, Germany
| | - Rudolf Kammerl
- Department of Education, Chair for Pedagogy with a Focus on Media Education, Friedrich-Alexander-University Erlangen-Nuremberg, 90478 Nuremberg, Germany
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Yang YN, Su JA, Pimsen A, Chen JS, Potenza MN, Pakpour AH, Chen JK, Poon WC, Nurmala I, Ruckwongpatr K, Lin CY. Validation of the Thai Assessment of Criteria for Specific Internet-use Disorders (ACSID-11) among young adults. BMC Psychiatry 2023; 23:819. [PMID: 37940885 PMCID: PMC10633967 DOI: 10.1186/s12888-023-05210-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 09/21/2023] [Indexed: 11/10/2023] Open
Abstract
BACKGROUND The Assessment of Criteria for Specific Internet-use Disorders (ACSID-11) is a consistent and comprehensive instrument to assess symptoms of specific internet-use disorders including those related to gaming, shopping, pornography use disorder, social networks use and gambling considering criteria in the eleventh revision of the International Classification of Diseases (ICD-11). However, to date, there is little evidence supporting instruments assessing major types of specific internet use disorders in Thailand. The aim of this present study was to assess the psychometric properties of the ACSID-11 among Thai young adults. METHODS A total of 612 participants were recruited. A confirmatory factor analysis (CFA) examined construct validity of the ACSID-11. Cronbach's α and McDonald's ω were used to assess reliability of the ACSID-11. Pearson correlations examined relationships between ACSID-11 domains and Internet Gaming Disorder Scale-Short Form (IGDS9-SF) scores. RESULTS The CFA supported validity of the Thai version of the ACSID-11 and a four-factor structure. Specific domains of the Thai ACSID-11, particularly gaming, were positively and significantly correlated with IGDS9-SF scores. CONCLUSIONS Data indicate that the Thai version of the ACSID-11 is a valid and reliable instrument to assess major types of specific internet use disorders. Additional studies are needed to further examine the validity and reliability of the Thai ACSID-11.
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Affiliation(s)
- Yung-Ning Yang
- Department of Pediatrics, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
- School of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Jian-An Su
- Department of Psychiatry, Chiayi Chang Gung Memorial Hospital, Chiayi, Taiwan
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Nursing, Chang Gung Institute of Technology, Taoyuan, Taiwan
| | - Apiradee Pimsen
- Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Faculty of Nursing, Mahidol University, Bangkok, Thailand
| | - Jung-Sheng Chen
- Department of Medical Research, E-Da Hospital, I-Shou University, Kaohsiung, 824005, Taiwan
| | - Marc N Potenza
- Department of Psychiatry, Yale School of Medicine, 300 George St., Suite 901, New Haven, CT, 06511, USA
- Connecticut Mental Health Center, 34 Park St, New Haven, CT, 06519, USA
- Connecticut Council On Problem Gambling, 100 Great Meadow Rd., Suite 704, Wethersfield, CT, 06109, USA
- Child Study Center, Yale School of Medicine, 350 George St, New Haven, CT, 06511, USA
- Department of Neuroscience, Yale University, New Haven, CT, USA
- Wu Tsai Institute, Yale University, 200 South Frontage Rd., SHM C-303, New Haven, CT, 06510, USA
| | - Amir H Pakpour
- Department of Nursing, School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Ji-Kang Chen
- Department of Social Work, Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
| | - Wai Chuen Poon
- Sunway Business School, Sunway University, Selangor, Malaysia
| | - Ira Nurmala
- Department of Epidemiology, Faculty of Public Health, Biostatistics, Population Studies and Health Promotion, Universitas Airlangga, Surabaya, Indonesia
| | - Kamolthip Ruckwongpatr
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
| | - Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
- University of Religions and Denominations, Qom, Iran.
- Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan, 701401, Taiwan.
- Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, 701401, Taiwan.
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11
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Lin CY, Mamun MA, Mamun FA, Ullah I, Hosen I, Malik NI, Fatima A, Poorebrahim A, Pourgholami M, Potenza MN, Pakpour AH. A phubbing scale tested in Bangladesh, Iran, and Pakistan: confirmatory factor, network, and Rasch analyses. BMC Psychiatry 2023; 23:763. [PMID: 37853354 PMCID: PMC10583412 DOI: 10.1186/s12888-023-05251-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 10/04/2023] [Indexed: 10/20/2023] Open
Abstract
BACKGROUND Phubbing, a phenomenon of ignoring others in face-to-face conversations due to mobile phone use, can be assessed using a Phubbing Scale (PS). Recently, the PS has been shortened into an eight-item version, the PS-8. However, psychometric properties of the PS-8 among Iranian, Bangladeshi and Pakistani individuals remain understudied, especially using advanced psychometric testing, such as Rasch and network analyses. METHODS Participants residing in Iran, Bangladesh, and Pakistan (n = 1902; 50.4% females; mean age = 26.3 years) completed the PS-8 and the Internet Disorder Scale-Short Form (IDS9-SF) via an online survey. Network analysis was used to examine if PS-8 items were differentiated from IDS9-SF items; confirmatory factor analysis (CFA) was used to examine the factor structure and measurement invariance of the PS-8; Rasch modeling was used to examine the dimensionality of the PS-8 and differential item functioning (DIF). RESULTS Network analysis showed that PS-8 items were clustered together with a distance to the IDS9-SF items. The CFA results supported a two-factor structure of the PS-8, and the two-factor structure was found to be invariant across countries and women and men. Rasch model results indicated that the two PS-8 subscales were both unidimensional and did not display DIF across countries and gender/sex. CONCLUSION The PS-8 is a feasible and robust instrument for healthcare providers, especially mental health professionals, to quickly assess and evaluate individuals' phubbing behaviors.
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Affiliation(s)
- Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, 701, Taiwan
- Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, 701, Taiwan
- Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan, 701, Taiwan
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, 701, Taiwan
| | - Mohammed A Mamun
- Department of Public Health and Informatics, CHINTA Research Bangladesh, Jahangirnagar University, Savar, Dhaka, Savar, Dhaka, Bangladesh
| | - Firoj Al Mamun
- Department of Public Health and Informatics, CHINTA Research Bangladesh, Jahangirnagar University, Savar, Dhaka, Savar, Dhaka, Bangladesh
| | - Irfan Ullah
- Kabir Medical College, Gandhara University, Peshawar, Pakistan
| | - Ismail Hosen
- Department of Public Health and Informatics, CHINTA Research Bangladesh, Jahangirnagar University, Savar, Dhaka, Savar, Dhaka, Bangladesh
| | - Najma Iqbal Malik
- Department of Psychology, University of Sargodha, Sargodha, Pakistan
| | - Abiha Fatima
- Karachi Medical and Dental College, Karachi, Pakistan
| | - Ali Poorebrahim
- Guilan University of Medical Sciences, Rasht, Islamic Republic of Iran
| | | | - Marc N Potenza
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Amir H Pakpour
- Social Determinants of Health Research Center, Research Institute for Prevention of Non- Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran.
- Department of Nursing, School of Health and Welfare, Jönköping University, Barnarpsgatan 39, Jönköping, 55111, Sweden.
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12
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Lin CY, Potenza MN, Pontes HM, Pakpour AH. Psychometric properties of the Persian Gaming Disorder Test and relationships with psychological distress and insomnia in adolescents. BMC Psychol 2023; 11:326. [PMID: 37817223 PMCID: PMC10566088 DOI: 10.1186/s40359-023-01368-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 09/30/2023] [Indexed: 10/12/2023] Open
Abstract
BACKGROUND Gaming Disorder (GD) was recently included by the World Health Organization (WHO) as a psychiatric condition in the eleventh revision of the International Classification of Diseases (ICD-11) and is a concern worldwide, including in Iran. Thus, based on the ICD-11 criteria, a Persian version of the Gaming Disorder Test (GDT) was developed to facilitate assessment of GD. METHODS The present study used classical test theory and Rasch analysis to examine the psychometric properties of the Persian GDT. Iranian adolescents (n = 3837; 2171 [56.6%] males; mean [SD] age = 16.02 [1.4] years) completed the GDT and other instruments assessing disordered gaming, psychological distress, and insomnia. RESULTS Overall, the psychometric properties of the Persian GDT were satisfactory based on classical test theory (i.e., confirmatory factor analysis corroborated the unidimensional structure of GDT) and Rasch analysis (i.e., fit statistics suggested that all items were embedded in the concept of GD). Moreover, the Persian GDT was found to be sex-invariant, displaying no items with substantial differential item functioning across sexes. Additionally, it was found that GD mediated associations between time spent gaming and measures of psychological distress and insomnia. CONCLUSION The Persian GDT is a convenient and short instrument for assessing GD among Iranian adolescents. The mediating roles of GD in the associations between time spent gaming and psychological distress and between time spent gaming and insomnia suggest that targeting features of GD may reduce psychological distress and improve sleep for Iranian adolescents.
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Affiliation(s)
- Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, 701, Taiwan
- Biostatistics Consulting Center, College of Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, 701, Taiwan
| | - Marc N Potenza
- Departments of Psychiatry and Neuroscience and the Child Study Center, School of Medicine, Yale University, New Haven, CT, 06510, USA
- Connecticut Council on Problem Gambling, Wethersfield, CT, 06109, USA
- Connecticut Mental Health Center, New Haven, CT, 06519, USA
- Wu Tsai Institute, Yale University, New Haven, CT, 06510, USA
| | - Halley M Pontes
- School of Psychological Sciences, Birkbeck, University of London, London, UK
| | - Amir H Pakpour
- Social Determinants of Health Research Center, Research Institute for Prevention of Non- Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, 3419759811, Iran.
- Department of Nursing, School of Health and Welfare, Jönköping University, Gjuterigatan 5, Jönköping, 553 18, Sweden.
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