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Lakatos D, Kovács B, Czigler I, Demetrovics Z, File D. Wanting and liking of Facebook functions and their correlation to problematic use. Sci Rep 2025; 15:3643. [PMID: 39880878 PMCID: PMC11779852 DOI: 10.1038/s41598-024-84514-w] [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: 07/12/2024] [Accepted: 12/24/2024] [Indexed: 01/31/2025] Open
Abstract
A key question about social media use is whether it constitutes an addiction. A possible frame of reference to investigate this question is the Incentive Sensitizations Theory (IST), as it provides a solid empirical background to understand the motivational and hedonic aspects of problematic behaviors. A central assumption of IST that addiction-related cues play a pivotal role in addictive behaviors has remained relatively understudied in the context of social media use. Given that social media platforms are multifaceted applications, the aim of this study was to explore motivational and hedonic responses associated with cues from different features of Facebook and their correlation with problematic use, analyzing survey data of 1436 respondents. The study primary focused on (1) the relationship between Facebook usage time/frequency, wanting and liking, and problematic use, and (2) the wanting and liking of 10 different Facebook notifications and their correlation to problematic use. Results aligned with predictions of IST, showing a positive correlation between wanting and usage time/frequency and problematic use, while marginal and inconsistent correlation was found with liking. Various Facebook functions contribute differently to its addictive potential, with social-communication features having the highest and general information features the lowest impact. In summary, the findings indicate that excessive Facebook use is primarily driven by compulsive tendencies rather than positive emotions. Although this study doesn't conclusively determine if Facebook use can turn into an addiction, it appears that there are strikingly similar dynamics to substance use within the self-reported reflection of the motivational and hedonic systems.
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Affiliation(s)
- Dorottya Lakatos
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Balázs Kovács
- Institute of Social and Communication Sciences, Karoli Gaspar University, Budapest, Hungary
| | - István Czigler
- Institute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar
- Institute for Mental Health and Wellbeing, College of Education, Psychology and Social Work, Flinders University, Adelaide, Australia
| | - Domonkos File
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary.
- Institute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
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Ning Y, Wang L, Chen X, Lu X, Gamble JH, Chen X, Jiang X, Chen IH, Lin P. The Association between Problematic Internet Use, Resilience, and Fatigue in First-Year Medical College Students in China: A Moderated Mediation Model. INTERNATIONAL JOURNAL OF MENTAL HEALTH PROMOTION 2025; 27:51-63. [DOI: 10.32604/ijmhp.2024.057750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 11/21/2024] [Indexed: 05/03/2025]
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Sánchez-Fernández M, Borda-Mas M, Horvath Z, Demetrovics Z. Similarities and differences in the psychological factors associated with generalised problematic internet use, problematic social media use, and problematic online gaming. Compr Psychiatry 2024; 134:152512. [PMID: 38955108 DOI: 10.1016/j.comppsych.2024.152512] [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: 02/01/2024] [Revised: 05/26/2024] [Accepted: 06/23/2024] [Indexed: 07/04/2024] Open
Abstract
Problematic online behaviours are a concern among university students. Although previous research has identified that psychological distress, cognitive distortions, conscientiousness and neuroticism traits, motor impulsivity, and emotion regulation strategies have a significant direct effect on generalised problematic Internet use (GPIU), problematic social media use (PSMU), and problematic online gaming (POG), it is still necessary to determine the extent to which these psychological factors, taken together, are associated with each of the problematic online behaviours. In a sample of 690 Spanish university students, the present study examined the relationship of these psychological factors with GPIU, PSMU, and POG. Correlation and regression analyses were performed. Results reported that (1) high psychological distress, low conscientiousness trait and high motor impulsivity were common associated factors of GPIU and PSMU, but not of POG; (2) high levels of cognitive distortions and cognitive reappraisal were common associated factors of GPIU, PSMU and POG; and (3) expressive suppression and neuroticism trait had no effect on any of the three problematic online behaviours. The findings will help to develop effective prevention and intervention strategies for each problematic online behaviour in the university context.
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Affiliation(s)
- Magdalena Sánchez-Fernández
- Department of Personality, Assessment and Psychological Treatment, Faculty of Psychology, University of Seville (Universidad de Sevilla), Seville, Spain.
| | - Mercedes Borda-Mas
- Department of Personality, Assessment and Psychological Treatment, Faculty of Psychology, University of Seville (Universidad de Sevilla), Seville, Spain.
| | - Zsolt Horvath
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar.
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar; College of Education, Psychology and Social Work, Flinders University, Adelaide, Australia.
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Zhang J, Liu M, Zhang Q, Li Y. Mother Phubbing and Child Problematic Media Use: The Role of Mother-Child Relationship and Paternal Coparenting. Psychol Res Behav Manag 2024; 17:3327-3339. [PMID: 39359419 PMCID: PMC11445611 DOI: 10.2147/prbm.s431065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 09/13/2024] [Indexed: 10/04/2024] Open
Abstract
Purpose This study investigates the relationship between mother phubbing and preschoolers' problematic media use, examining the mediating role of the mother-child relationship and the moderating effects of paternal coparenting. Drawing on the Interactive Theory of Childhood Problematic Media Use and family system theory, we aim to identify key family dynamics that influence early childhood media habits. The findings could provide insights into mitigating the negative impacts of parental phubbing on children's media habits and inform targeted interventions to promote healthier media use among young children. Methods The study examined 1008 mothers (Mage = 35.58 years, SD = 3.90) with preschool-aged children (Mage = 4.59 years, SD = 0.92) who completed self-report questionnaires. Path analysis with bootstrap sampling was executed to assess the moderated mediation model. Results Mother phubbing was positively associated with preschoolers' problematic media use, with this relationship mediated by the mother-child relationship. Paternal coparenting moderated both the direct and indirect pathways in this relationship. Specifically, paternal coparenting directly mitigated the impact of mother phubbing on child problematic media use. Additionally, it alleviated the negative influence of mother phubbing on the mother-child relationship, thereby indirectly reducing its adverse effect on preschoolers' problematic media use. Overall, paternal coparenting demonstrated a protective function against the negative consequences of mother phubbing. Conclusion The findings significantly contribute to our understanding of how mother phubbing might increase the risk of problematic media use among preschoolers and underscore the potential importance of reducing mother phubbing and increasing paternal coparenting as integral steps to prevent preschoolers' problematic media use.
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Affiliation(s)
- Jinghui Zhang
- Shanghai Institute of Early Childhood Education, Shanghai Normal University, Shanghai, People's Republic of China
| | - Mowei Liu
- Department of Psychology, Trent University, Peterborough, ON, Canada
| | - Qing Zhang
- Shanghai Institute of Early Childhood Education, Shanghai Normal University, Shanghai, People's Republic of China
| | - Yan Li
- Shanghai Institute of Early Childhood Education, Shanghai Normal University, Shanghai, People's Republic of China
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Jeong HS, Kim HMS, Kim KM. Network Structure and Clustering Analysis Relating to Individual Symptoms of Problematic Internet Use in a Community Adolescent Population. Eur Addict Res 2024; 30:181-193. [PMID: 38615663 DOI: 10.1159/000535677] [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: 04/13/2023] [Accepted: 12/01/2023] [Indexed: 04/16/2024]
Abstract
INTRODUCTION Problematic internet use (PIU) is a psychopathology that includes multiple symptoms and psychological constructs. Because no studies have considered both network structures and clusters among individual symptoms in the context of PIU in a Korean adolescent population, this study aimed to investigate network structures and clustering in relation to PIU symptoms in adolescents. METHODS Overall, 73,238 adolescents were included. PIU severity was assessed using a self-rating scale comprising 20 items and 6 subscales, namely, the Internet Addiction Proneness Scale for Youth-Short Form; KS scale. Network structures and clusters among symptoms were analyzed using a Gaussian graphical model and exploratory graph analysis, respectively. Centrality of strength, closeness, and betweenness scores was also calculated. RESULTS Our study identified four clusters: disturbance in adaptive functioning, virtual interpersonal relationships, withdrawal, and tolerance. The symptom of confidence served as a node bridging the cluster of virtual interpersonal relationships and other clusters of withdrawal and disturbances of adaptive function. The symptom of craving served as a bridge between the clusters of withdrawal and tolerance with high betweenness centrality. CONCLUSION This study identified network structures and clustering among PIU symptoms in adolescents and revealed that positive experiences derived from online interpersonal relationships were an important mechanism underlying PIU. These are novel insights concerning the interconnection among multiple symptoms and related clustering for the mechanism of adolescent PIU in terms of KS-scale PIU assessment.
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Affiliation(s)
- Hyu Seok Jeong
- Department of Psychiatry, Dankook University Hospital, Cheonan, Republic of Korea
- Department of Psychiatry, College of Medicine, Dankook University, Cheonan, Republic of Korea
- Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hillary Mi-Sung Kim
- Department of Child Psychology and Education, Sungkyunkwan Univeristy, Seoul, Republic of Korea
| | - Kyoung Min Kim
- Department of Psychiatry, Dankook University Hospital, Cheonan, Republic of Korea
- Department of Psychiatry, College of Medicine, Dankook University, Cheonan, Republic of Korea
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Wang D, Liu X, Chen K, Gu C, Zhao H, Zhang Y, Luo Y. Risks and protection: a qualitative study on the factors for internet addiction among elderly residents in Southwest China communities. BMC Public Health 2024; 24:531. [PMID: 38378524 PMCID: PMC10880227 DOI: 10.1186/s12889-024-17980-6] [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: 09/07/2023] [Accepted: 02/04/2024] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND In the global trend of actively promoting the participation of older adults in the digital age, the relevant negative issues featuring potential Internet Addiction (IA) among them has risen to be a new challenge facing the global public health. However, there is a severe lack of related research. This study aimed to gain a comprehensive understanding of the phenomenon and process of IA among the elderly. The purpose of this paper is to introduce factors that may influence IA in the demographic. METHODS This study employed qualitative descriptive research methods to investigate older adults' perceptions and experiences of IA. Semi-structured in-depth personal interviews were conducted between March and June 2023 with 36 senior citizens from urban communities in Chongqing, Southwest China. Data were analyzed via inductive content analysis methods. RESULTS Through data analysis, 2 main categories concerning IA in older adults were identified: risk factors and protective factors. The risk factor categories include 5 individual factors (e.g., Internet as the major avenue for pursuing personal hobbies and interests, etc.), 3 family factors (e.g., household WIFI increasing the risk of prolonged Internet use indoors, etc.), 2 peer factors (e.g., peer recommendation and guidance as catalysts for intensified Internet engagement, etc.), 2 socio-environmental factors (e.g., the widespread daily Internet use spurs offline intolerance, etc.), and 3 Internet platform factors (e.g., the plenitude of online content triggers endless viewing/browsing behaviors, etc.). The category of protective factors encompasses 2 individual factors (e.g., a higher level of perceived risk regarding internet health hazards, etc.) and 2 family factors (e.g., more family commitment, etc.). CONCLUSIONS Older adults' Internet addictive behaviors are shaped by multiple and complex internal and external factors. A higher level of online health risk perception is a key protective factor to effectively avoid the occurrence and deterioration of IA among the aged, a distinct finding from this study. It is believed that the "individual-family-peer-community" synergy strategy is expected to become an essential direction for IA intervention for older adults, in order to promote healthy Internet use among older adults.
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Affiliation(s)
- Dan Wang
- School of Nursing, Army Medical University, Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038, China
| | - Xinyi Liu
- School of Nursing, Army Medical University, Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038, China
| | - Kun Chen
- School of Nursing, Army Medical University, Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038, China
| | - Chunyan Gu
- Shuangbei Community Health Service Center, No.14 Shuangbei Street, Shapingba District, Chongqing, 400030, China
| | - Hongyan Zhao
- Xiaolongkan Community Health Service Center, No.4 Xiaolongkan Street, Shapingba District, Chongqing, 400030, China
| | - Yong Zhang
- Shuangbei Community Health Service Center, No.14 Shuangbei Street, Shapingba District, Chongqing, 400030, China
| | - Yu Luo
- School of Nursing, Army Medical University, Third Military Medical University, No. 30 Gaotanyan Street, Shapingba District, Chongqing, 400038, China.
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Hernández C, Ferrada M, Ciarrochi J, Quevedo S, Garcés JA, Hansen R, Sahdra B. The cycle of solitude and avoidance: a daily life evaluation of the relationship between internet addiction and symptoms of social anxiety. Front Psychol 2024; 15:1337834. [PMID: 38318083 PMCID: PMC10839000 DOI: 10.3389/fpsyg.2024.1337834] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 01/05/2024] [Indexed: 02/07/2024] Open
Abstract
A consistent association has been observed between internet addiction and symptoms of social anxiety. However, there is a lack of empirical research that delves into potential explanations for this relationship and its directionality, making it difficult to translate findings into development of interventions for social anxiety that account for technology-related behaviors. The present study aimed to evaluate the longitudinal dynamics between internet addiction, symptoms of social anxiety, avoidance of social interactions, and using the internet to cope with loneliness. By means of an ecological momentary assessment study, we evaluated a sample of 122 young adults from Chile using intensive self-report measurements five times a day, for a period of 10 days. Using mixed-effects models, we examined the directionality between internet addiction and symptoms of social anxiety, together with an explanation of their relationship. Results indicate that internet addiction antecedes symptoms of social anxiety; however, the reverse relationship was not observed. Furthermore, instances where individuals avoided social interactions or used the internet to cope with loneliness were predictive of later increases in levels of internet addiction, suggesting a vicious cycle. Significant heterogeneity was observed in these effects, highlighting the need for a more personalized approach when including technology-related behaviors in social anxiety interventions. Theoretical and clinical implications are discussed.
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Affiliation(s)
- Cristóbal Hernández
- Escuela de Psicología, Universidad Adolfo Ibáñez, Santiago, Chile
- Instituto Milenio para la Investigación en Depresión y Personalidad, MIDAP, Santiago, Chile
| | - Martín Ferrada
- Escuela de Psicología, Universidad Adolfo Ibáñez, Santiago, Chile
- Instituto Milenio para la Investigación en Depresión y Personalidad, MIDAP, Santiago, Chile
| | - Joseph Ciarrochi
- Institute for Positive Psychology and Education, Australian Catholic University, North Sydney, NSW, Australia
| | - Sergio Quevedo
- Escuela de Psicología, Universidad Adolfo Ibáñez, Santiago, Chile
- Instituto Milenio para la Investigación en Depresión y Personalidad, MIDAP, Santiago, Chile
| | - José Antonio Garcés
- Escuela de Psicología, Universidad Adolfo Ibáñez, Santiago, Chile
- Instituto Milenio para la Investigación en Depresión y Personalidad, MIDAP, Santiago, Chile
| | - Raimundo Hansen
- Escuela de Psicología, Universidad Adolfo Ibáñez, Santiago, Chile
- Instituto Milenio para la Investigación en Depresión y Personalidad, MIDAP, Santiago, Chile
| | - Baljinder Sahdra
- Institute for Positive Psychology and Education, Australian Catholic University, North Sydney, NSW, Australia
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Monteiro F, Simões M, Relva IC. Internet Addiction, Sleep Habits and Family Communication: The Perspectives of a Sample of Adolescents. Healthcare (Basel) 2023; 11:3194. [PMID: 38132084 PMCID: PMC10742625 DOI: 10.3390/healthcare11243194] [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: 11/15/2023] [Revised: 12/11/2023] [Accepted: 12/15/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND With the increase in communication technologies, the internet has become an indispensable tool in the life of the individual. Several studies report on the advantages of this resource; however, there is still a group of individuals who use the internet excessively. The aim of this study was to explore the relationships between internet addiction, daytime sleepiness, and family communication in adolescents. METHODS A total of 340 adolescents aged between 12 and 17 years participated in this study. All completed the sociodemographic questionnaire, the internet addiction test, the pediatric daytime sleepiness scale, and the family communication scale. RESULTS The results indicate that 64.1% of the adolescents had mild to moderate addiction to the internet. The main results suggest that internet addiction in adolescents is negatively associated with family communication and positively associated with excessive daytime sleepiness. It was also observed that gender had a significant effect on daytime sleepiness, with female participants having more excessive daytime sleepiness. Regarding age, the results indicate higher values of internet addiction among younger adolescents. CONCLUSIONS In view of the above, it is considered important to develop preventive actions with a view to healthy family communication, with the adoption of sleep hygiene habits and the promotion of healthy use of the internet.
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Affiliation(s)
- Francisca Monteiro
- Department of Education and Psychology, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal; (F.M.); (M.S.)
| | - Margarida Simões
- Department of Education and Psychology, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal; (F.M.); (M.S.)
- Centre for Research and Intervention in Education (CIIE), University of Porto, 4200-135 Porto, Portugal
| | - Inês Carvalho Relva
- Department of Education and Psychology, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal; (F.M.); (M.S.)
- Centre for Research and Intervention in Education (CIIE), University of Porto, 4200-135 Porto, Portugal
- Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), University of Trás-os-Montes and Alto Douro, 5001-801 Vila Real, Portugal
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Chen J, Xiong Y, Wang Q, Xu X, Qin X, Ren P. Peer victimization and Internet addiction among adolescents: The role of anger rumination and social dominance orientation. J Adolesc 2023; 95:1578-1589. [PMID: 37538030 DOI: 10.1002/jad.12227] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 07/17/2023] [Accepted: 07/18/2023] [Indexed: 08/05/2023]
Abstract
INTRODUCTION Internet addiction has garnered growing attention in recent years, and peer victimization plays a major contributor to adolescents' Internet addiction. However, little is known about the mediating and moderating mechanisms in the association between peer victimization and Internet addiction. Guided by cognitive behavioral model and worldview verification model, this study examined a moderated mediation model in which anger rumination at Time 1 (T1) mediated the association between peer victimization at T1 and Internet addiction at Time 2 (T2), and this mediation effect was moderated by T1 social dominance orientation (SDO). METHODS A short-term longitudinal design was adopted, incorporating two measurement occasions (with approximately 6-month intervals). Participants were 2597 adolescents (51.5% male, Mage = 13.9, SD = 0.60) from seven secondary schools in Zhengzhou City, China. All participants were invited to complete the self-reported questionnaires assessing peer victimization, anger rumination, SDO at T1 (December 2015) and Internet addiction at T2 (June 2016), respectively. A short-term longitudinal moderated mediation model was conducted to analyze the association between variables. RESULTS The results showed that T1 peer victimization was positively associated with T2 Internet addiction in which association was mediated by T1 anger rumination. T1 SDO moderated the associations between T1 peer victimization and T1 anger rumination and this effect was stronger with lower levels of SDO. In terms of gender differences, SDO moderated the associations between peer victimization and anger rumination only for boys. CONCLUSIONS Results highlight that anger rumination is a potential mechanism explaining how peer victimization is related to Internet addiction and that this relation may be moderated by SDO.
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Affiliation(s)
- Jiahui Chen
- Collaborative Innovation Center of Assessment Toward Basic Education Quality, Beijing Normal University, Beijing, China
| | - Yuke Xiong
- Collaborative Innovation Center of Assessment Toward Basic Education Quality, Beijing Normal University, Beijing, China
| | - Quanquan Wang
- Collaborative Innovation Center of Assessment Toward Basic Education Quality, Beijing Normal University, Beijing, China
| | - Xiaofeng Xu
- School of Psychology, Fujian Normal University, Fuzhou, People's Republic of China
| | - Xingna Qin
- Collaborative Innovation Center of Assessment Toward Basic Education Quality, Beijing Normal University, Beijing, China
- Department of Sociology, University of Groningen, TG Groningen, The Netherlands
| | - Ping Ren
- Collaborative Innovation Center of Assessment Toward Basic Education Quality, Beijing Normal University, Beijing, China
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Li Y, Yue P, Zhang M. Alexithymia and Internet Addiction in Children: Meaning in Life as Mediator and Reciprocal Filial Piety as Moderator. Psychol Res Behav Manag 2023; 16:3597-3606. [PMID: 37693333 PMCID: PMC10488795 DOI: 10.2147/prbm.s423200] [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: 06/16/2023] [Accepted: 08/23/2023] [Indexed: 09/12/2023] Open
Abstract
Purpose To explore the psychological mechanism between alexithymia and Internet addiction, the present study constructed a moderated mediation model based on the problem behavior theory. Methods A total of 899 middle school students (Mage=13.95, SD=1.10) were surveyed using the 20-item Toronto-alexithymia-scale, meaning in life questionnaire, dual filial piety scale, and Internet addiction disorder diagnostic scale. Results First, alexithymia was significantly negatively correlated with meaning in life and reciprocal filial piety, and positively correlated with Internet addiction; meaning in life was significantly positively correlated with reciprocal filial piety, and negatively correlated with Internet addiction; reciprocal filial piety was significantly positively correlated with authoritarian filial piety, and negatively correlated with Internet addiction. Second, alexithymia could not only directly predict Internet addiction, but also indirectly predict Internet addiction through meaning in life. Third, reciprocal filial piety played a moderating role between meaning in life and Internet addiction, while authoritarian filial piety did not. For middle school students with low reciprocal filial piety, meaning in life can negatively predict Internet addiction; for those with high reciprocal filial piety, there is no correlation between meaning in life and Internet addiction. Conclusion This study reveals the internal mechanism of the relationship between alexithymia and Internet addiction in middle school students, emphasizes the role of positive psychology and family environment, and provides specific evidence and theoretical guidance for preventing Internet addiction in middle school students.
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Affiliation(s)
- Yuanyuan Li
- College of Sports Medicine, Wuhan Sports University, Wuhan, Hubei, 430079, People’s Republic of China
| | - Pengfei Yue
- Institute of Education Sciences, Hubei Normal University, Huangshi, Hubei, 435002, People’s Republic of China
- Institute of Education Sciences, Xinyang Normal University, Xinyang, Henan, 464000, People’s Republic of China
| | - Min Zhang
- Institute of Education Sciences, Zhoukou Normal University, Zhoukou, Henan, 466001, People’s Republic of China
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Bernstein K, Zarski AC, Pekarek E, Schaub MP, Berking M, Baumeister H, Ebert DD. Case report for an internet- and mobile-based intervention for internet use disorder. Front Psychiatry 2023; 14:700520. [PMID: 37559920 PMCID: PMC10407126 DOI: 10.3389/fpsyt.2023.700520] [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] [Received: 05/10/2021] [Accepted: 06/19/2023] [Indexed: 08/11/2023] Open
Abstract
BACKGROUND AND AIMS Internet use disorder (IUD), characterized as the inability to control one's internet use, is associated with reduced quality of life and mental health comorbidities such as depression, substance abuse, or anxiety. Evidence-based treatment options are scarce due to the novelty of the diagnosis. Internet- and mobile-based interventions (IMI) may be an effective means to deliver psychological treatment to individuals with IUD as they address affected individuals in their online setting. This study presents a newly developed IMI for IUD disclosing treatment satisfaction and preliminary effects by exemplifying with a case report. METHODS The case of a female participant with IUD, characterized by an excessive use of social media, is analyzed. The case report follows the CARE guidelines and presents qualitative and quantitative outcomes regarding potential symptom reduction measured by the Internet Addiction Test (IAT) and Compulsive Internet Use Scale (CIUS), treatment satisfaction measured by the Client Satisfaction Questionnaire (CSQ) and feasibility by analyzing participant's written feedback during treatment. RESULTS The case report shows that internet- and mobile-based interventions may be feasible in supporting an individual in reducing symptoms of IUD as well as depressive symptoms, anxiety and procrastination behavior. Treatment satisfaction was reported as good. DISCUSSION AND CONCLUSIONS This case report illustrates that IMIs can have the potential to be an easily accessible and possibly effective treatment option for IUD. Case studies on IMIs may provide insights into important mechanisms for symptom change. Further studies are needed to expand our understanding of this diverse disorder to provide adequate treatment. CLINICAL TRIAL REGISTRATION https://clinicaltrials.gov/,DRKS00015314.
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Affiliation(s)
- Karina Bernstein
- Clinical Psychology and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Anna-Carlotta Zarski
- Clinical Psychology and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- eHealth in Clinical Psychology, Philipps-University of Marburg, Marburg, Germany
| | - Emilia Pekarek
- Clinical Psychology and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Michael Patrick Schaub
- Swiss Research Institute for Public Health and Addiction, Associated to the University of Zurich, Zürich, Switzerland
| | - Matthias Berking
- Clinical Psychology and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Harald Baumeister
- Clinical Psychology and Psychotherapy, University of Ulm, Ulm, Germany
| | - David Daniel Ebert
- Department of Clinical, Neuro, and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Nogueira-López A, Rial-Boubeta A, Guadix-García I, Villanueva-Blasco VJ, Billieux J. Prevalence of problematic Internet use and problematic gaming in Spanish adolescents. Psychiatry Res 2023; 326:115317. [PMID: 37352749 DOI: 10.1016/j.psychres.2023.115317] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 06/16/2023] [Accepted: 06/17/2023] [Indexed: 06/25/2023]
Abstract
Epidemiological studies on problematic Internet use and problematic gaming conducted so far have mainly been carried out with unrepresentative and self-selected convenience samples, resulting in unreliable prevalence rates. This study estimates the prevalence of problematic Internet use and problematic gaming in a large sample of Spanish adolescents (N = 41,507) and identifies risk and protective factors for these risky behaviours. Data were collected online using the Adolescent Problem Internet Use Scale and the Adolescent Gaming Addiction Scale. Using a cut-off approach with measurement instruments inspired by the DSM-5 framework, we found a prevalence of 33% for problematic Internet use and 3.1% for problematic gaming. With a more conservative approach inspired by the ICD-11 framework, prevalence rates decreased to 2.98% for problematic Internet use and 1.8% for problematic gaming. Female gender, higher parents' education, elevated Internet connection time, reporting being online after midnight and using the mobile phone in class predicted problematic Internet use; whereas male gender, "living situation" where families do not have a traditional structure or stable environment, elevated Internet connection time and reporting using the mobile phone in class predicted problematic gaming. A cut-off approach involving scales that recycle substance use criteria (as in the DSM-5) over-pathologize Internet use and gaming behaviours. In contrast, the ICD-11 approach seems to provide more realistic and reliable prevalence rates.
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Affiliation(s)
- Abel Nogueira-López
- University of León, León, Spain; Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Faculty of Psychology, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Antonio Rial-Boubeta
- Faculty of Psychology, University of Santiago de Compostela, Santiago de Compostela, Spain.
| | | | | | - Joël Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Centre for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland.
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13
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Hidalgo-Fuentes S, Martí-Vilar M, Ruiz-Ordoñez Y. Problematic Internet Use and Resilience: A Systematic Review and Meta-Analysis. NURSING REPORTS 2023; 13:337-350. [PMID: 36976684 PMCID: PMC10056218 DOI: 10.3390/nursrep13010032] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 02/20/2023] [Accepted: 02/23/2023] [Indexed: 03/03/2023] Open
Abstract
Problematic Internet use has become a major problem worldwide due to its numerous negative correlates in the field of health, both mental and physical, and its increasing prevalence, making it necessary to study both its risk and protective factors. Several studies have found a negative relationship between resilience and problematic Internet use, although the results are inconsistent. This meta-analysis assesses the relationship between problematic Internet use and resilience, and analyses its possible moderating variables. A systematic search was conducted in PsycInfo, Web of Science and Scopus. A total of 93,859 subjects from 19 studies were included in the analyses. The results show that there is a statistically-significant negative relationship (r = -0.27 (95% CI [-0.32, -0.22])), without evidence of publication bias. This meta-analysis presents strong evidence of the relationship between the two variables. Limitations and practical implications are discussed.
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Affiliation(s)
- Sergio Hidalgo-Fuentes
- Departamento de Psicología y Salud, Universidad a Distancia de Madrid (UDIMA), Crta. De la Coruña Km. 38,500, vía de Servicio Número 15, Collado Villalba, 28400 Madrid, Spain
- Departamento de Psicología Básica, Universitat de València, Avgda. Blasco Ibañez 21, 46010 Valencia, Spain
| | - Manuel Martí-Vilar
- Departamento de Psicología Básica, Universitat de València, Avgda. Blasco Ibañez 21, 46010 Valencia, Spain
| | - Yolanda Ruiz-Ordoñez
- Departamento de Psicología Básica, Neuropsicología y Social, Universidad Católica de Valencia, 46100 Burjassot, Spain
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14
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Razum J, Baumgartner B, Glavak-Tkalić R. Psychometric validity and the appropriateness of tolerance as a criterion for internet gaming disorder: A systematic review. Clin Psychol Rev 2023; 101:102256. [PMID: 36878146 DOI: 10.1016/j.cpr.2023.102256] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 12/16/2022] [Accepted: 02/16/2023] [Indexed: 02/26/2023]
Abstract
Tolerance is a controversial but still an omnipresent criterion in measuring problematic gaming and Internet Gaming Disorder (IGD). Despite criticisms, a systematic review of its suitability has not been conducted until now. The aim of this study was to assess the evidence of psychometric validity and the appropriateness of tolerance as a criterion for IGD. A total of 61 articles were included in the review, 47 quantitative, 7 qualitative studies,plus 7 studies that introduce potential item wordings for operationalizing tolerance. Results showed that the tolerance item tends to have acceptable to high factor loadings on the single IGD factor. While tolerance sometimes did not adequately differentiate the engaged gamers from those with a probable disorder, it was endorsed at medium to high levels of IGD severity and had a good performance in the interviews. It, however, showed weak relations with distress and well-being. In qualitative studies, tolerance as currently defined by DSM-5 and measured by questionnaires (i.e., increasing amounts of time spent on gaming) was almost unequivocally rejected by gamers. The solid performance of tolerance in psychometric studies was probably due to deficiencies of the IGD construct, which also contains other disputed criteria. Tolerance lacks relevance in measuring IGD and care should be taken when using and interpreting IGD measures with this criterion.
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Affiliation(s)
- Josip Razum
- Ivo Pilar Institute of Social Sciences, Marulićev trg 19/1, 10000 Zagreb, Croatia
| | - Benedict Baumgartner
- Klinik und Poliklinik für Psychiatrie und Psychotherapie, Technische Universität, Ismaningerstr. 22, 81675, München, Germany
| | - Renata Glavak-Tkalić
- Ivo Pilar Institute of Social Sciences, Marulićev trg 19/1, 10000 Zagreb, Croatia.
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15
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Network analysis of internet gaming disorder, problematic social media use, problematic smartphone use, psychological distress, and meaning in life among adolescents. Digit Health 2023. [DOI: 10.1177/20552076231158036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2023] Open
Abstract
Background Few studies have examined the connections between psychological distress, meaning in life, internet gaming disorder (IGD), problematic smartphone use (PSU), and problematic social media use (PSMU). Methods The central and bridging nodes of IGD, PSMU, and PSU symptoms were investigated using network analysis in China among 742 adolescents ( Mage = 15.39, SD = 1.68, range = 12–19; 53.23% female). The relationships between IGD, PSMU, and PSU and associated factors were investigated using a Directed Acyclic Graphs method. Results The results suggested that the central symptoms were withdrawal in IGD, mood modification in PSU, and tolerance in PSMU. Mood modification in IGD, mood modification in PSU, withdrawal in PSMU, and functional impairment in PSMU were the bridge symptoms. Males were more likely to experience symptoms of IGD than females, while females were more likely to need meaning than males. Stress is the root factor, while depression, meaning confusion, meaning anxiety, and meaning avoidance were closely associated with IGD, PSMU, and PSU. Conclusions The current research improved the understanding of IGD, PSMU, and PSU symptoms in teenagers and demonstrated the potential of dynamic systems perspectives on problematic use behaviors and stress/meaning-focused interventions.
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16
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Baggio S, Starcevic V, Billieux J, King DL, Gainsbury SM, Eslick GD, Berle D. Testing the spectrum hypothesis of problematic online behaviors: A network analysis approach. Addict Behav 2022; 135:107451. [PMID: 35939963 DOI: 10.1016/j.addbeh.2022.107451] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 07/22/2022] [Accepted: 07/26/2022] [Indexed: 12/24/2022]
Abstract
The validity of the constructs of problematic Internet or smartphone use and Internet or smartphone addiction has been extensively debated. The spectrum hypothesis posits that problematic online behaviors (POBs) may be conceptualized within a spectrum of related yet distinct entities. To date, the hypothesis has received preliminary support, and further robust empirical studies are still needed. The present study tested the spectrum hypothesis of POBs in an Australian community sample (n = 1,617) using a network analysis approach. Psychometrically validated self-report instruments were used to assess six types of POBs: problematic online gaming, cyberchondria, problematic cybersex, problematic online shopping, problematic use of social networking sites, and problematic online gambling. A tetrachoric correlation matrix was computed to explore relationships between online activities and a network analysis was used to analyze relationships between POBs. Correlations between online activities were positive and significant, but of small magnitude (0.051 ≤ r ≤ 0.236). The community detection analysis identified six distinct communities, corresponding to each POB, with strong relationships between items within each POB and weaker relationships between POBs. These findings provide further empirical support for the spectrum hypothesis, suggesting that POBs occur as distinct entities and with little overlap.
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Affiliation(s)
- Stéphanie Baggio
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland; Division of Prison Health, Geneva University Hospitals & University of Geneva, Geneva, Switzerland.
| | - Vladan Starcevic
- Faculty of Medicine and Health, Sydney Medical School, Nepean Clinical School, Specialty of Psychiatry, University of Sydney, Sydney, NSW, Australia; Nepean Hospital, Department of Psychiatry, Penrith, NSW, Australia
| | - Joël Billieux
- Institute of Psychology, University of Lausanne (UNIL), Lausanne, Switzerland; Centre for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - Daniel L King
- College of Education, Psychology and Social Work, Flinders University, Adelaide, SA, Australia
| | - Sally M Gainsbury
- Faculty of Science, School of Psychology, Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia
| | - Guy D Eslick
- NHMRC Centre for Research Excellence in Digestive Health, Hunter Medical Research Institute, University of Newcastle, Newcastle, NSW, Australia
| | - David Berle
- Discipline of Clinical Psychology, University of Technology Sydney, Sydney, NSW, Australia; School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
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Sánchez-Fernández M, Borda-Mas M. Problematic smartphone use and specific problematic Internet uses among university students and associated predictive factors: a systematic review. EDUCATION AND INFORMATION TECHNOLOGIES 2022; 28:7111-7204. [PMID: 36465425 PMCID: PMC9707285 DOI: 10.1007/s10639-022-11437-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 10/27/2022] [Indexed: 05/25/2023]
Abstract
University students are a high-risk population with problematic online behaviours that include generalized problematic Internet/smartphone use and specific problematic Internet uses (for example, social media or gaming). The study of their predictive factors is needed in order to develop preventative strategies. This systematic review aims to understand the current state of play by examining the terminology, assessment instruments, prevalence, and predictive factors associated with problematic smartphone use and specific problematic Internet uses in university students. A literature review was conducted according to the PRISMA guidelines using four major databases. A total of 117 studies were included, divided into four groups according to the domain of problem behaviour: problematic smartphone use (n = 67), problematic social media use (n = 39), Internet gaming disorder (n = 9), and problematic online pornography use (n = 2). Variability was found in terminology, assessment tools, and prevalence rates in the four groups. Ten predictors of problematic smartphone use, five predictors of problematic social media use, and one predictor of problematic online gaming were identified. Negative affectivity is found to be a common predictor for all three groups, while social media use, psychological well-being, and Fear of Missing Out are common to problematic smartphone and social media use. Our findings reaffirm the need to reach consistent diagnostic criteria in cyber addictions and allow us to make progress in the investigation of their predictive factors, thus allowing formulation of preventive strategies.
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Affiliation(s)
- Magdalena Sánchez-Fernández
- Department of Personality, Assessment and Psychological Treatment, University of Seville (Universidad de Sevilla), C. Camilo José Cela, S/N, 41018 Seville, Spain
| | - Mercedes Borda-Mas
- Department of Personality, Assessment and Psychological Treatment, University of Seville (Universidad de Sevilla), C. Camilo José Cela, S/N, 41018 Seville, Spain
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18
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Chen IH, Chen HP, Gamble JH, Liao XL, Chen XM, Yang YTC, Pakpour AH, Griffiths MD, Lin CY. Evaluating a cross-lagged panel model between problematic internet use and psychological distress and cross-level mediation of school administrator support on problematic internet use: The serial mediating role of psychological needs thwarting of online teaching and psychological distress. Front Public Health 2022; 10:987366. [PMID: 36407990 PMCID: PMC9667893 DOI: 10.3389/fpubh.2022.987366] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 10/14/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND To reduce the transmission of COVID-19, many teachers across the globe, including teachers in China, were required to teach online. This shift to online teaching can easily result in psychological need thwarting (PNT) of teachers' psychological basic needs (autonomy, competence, and relatedness), leaving them vulnerable to negative psychological outcomes. Resulting negative emotional state may lead to problematic internet use (PIU), which can lead to further psychological distress, forming a vicious cycle. METHODS The present study was conducted using a cross-lagged panel model (with longitudinal data) and hierarchical linear modeling (HLM) (with cross-sectional data). The aims were to investigate (i) the reciprocal relationships between two specific forms of PIU [problematic social media use (PSMU) and problematic gaming (PG)] and psychological distress among schoolteachers, and (ii) the influence of administrators' support on schoolteachers' PIU through a cross-level serial mediation model (PNT of online teaching was the first mediator and psychological distress was the second mediator affected by PNT of online teaching). Primary and secondary schoolteachers (N = 980; mean age = 34.76; 82.90% females) participated in two surveys (Time 1: mid-November 2021; Time 2: early-January 2022). RESULTS Results indicated that (i) high psychological distress at Time 1 was associated with increased levels of PSMU and PG at Time 2. Inversely, PG at Time 1 was associated with increased psychological distress at Time 2, although PSMU at Time 1 did not have a significant influence on psychological distress at Time 2; (ii) during Time 1, increased administrative support contributed to alleviating teachers' psychological needs thwarting of online teaching, thereby lowering their psychological distress which, in turn, resulted in a decrease in PG. CONCLUSION PG had a stronger negative influence on teachers' psychological distress than PSMU. To relieve teachers' PG, administrative support can alleviate teachers' psychological needs thwarting of online teaching and psychological distress. Based on this finding, school managers must consider effective ways to support teachers during mandatory online teaching.
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Affiliation(s)
- I-Hua Chen
- Chinese Academy of Education Big Data, Qufu Normal University, Qufu, China
| | - Hsin-Pao Chen
- Division of Colon and Rectal Surgery, Department of Surgery, E-Da Hospital, School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Jeffrey H. Gamble
- Department of English, National Changhua University of Education, Changhua, Taiwan
| | - Xiao ling Liao
- International College, Krirk University, Bangkok, Thailand
| | - Xiu-Mei Chen
- Faculty of Education, Qufu Normal University, Qufu, China
| | | | - Amir H. Pakpour
- Department of Nursing, School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Mark D. Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
| | - Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Biostatistics Consulting Center, National Cheng Kung University Hospital, 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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19
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Khazaal Y, El Abiddine FZ, Penzenstadler L, Berbiche D, Bteich G, Valizadeh-Haghi S, Rochat L, Achab S, Khan R, Chatton A. Evaluation of the Psychometric Properties of the Arab Compulsive Internet Use Scale (CIUS) by Item Response Theory Modeling (IRT). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12099. [PMID: 36231401 PMCID: PMC9566183 DOI: 10.3390/ijerph191912099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 09/14/2022] [Indexed: 06/16/2023]
Abstract
INTRODUCTION The psychometric properties of the Arab translation of the Compulsive Internet Use Scale (CIUS) have been previously studied by confirmatory factor analysis (CFA) with AMOS software using the asymptotically distribution-free (ADF) estimator. Unidimensionality has been achieved at the cost of correlating several item variance errors. However, several reviews of SEM software packages and estimation methods indicate that the option of robust standard errors is not present in the AMOS package and that ADF estimation may yield biased parameter estimates. We therefore explored a second analysis through item response theory (IRT) using the parametric graded response model (GRM) and the marginal maximum likelihood (MML) estimation method embedded in the LTM package of R software. Differential item functioning (DIF) or item bias across subpopulations was also explored within IRT framework as different samples were investigated. The objective of the current study is to (1) analyze the Arab CIUS scale with IRT, (2) investigate DIF in three samples, and (3) contribute to the ongoing debate on Internet-use-related addictive behaviors using the CIUS items as a proxy. METHODS We assessed three samples of people, one in Algeria and two in Lebanon, with a total of 1520 participants. RESULTS Almost three out of every five items were highly related to the latent construct. However, the unidimensionality hypothesis was not supported. Furthermore, besides being locally dependent, the scale may be weakened by DIF across geographic regions. Some of the CIUS items related to increasing priority, impaired control, continued use despite harm, and functional impairment as well as withdrawal and coping showed good discriminative capabilities. Those items were endorsed more frequently than other CIUS items in people with higher levels of addictive Internet use. CONCLUSIONS Contrary to earlier ADF estimation findings, unidimensionality of the CIUS scale was not supported by IRT parametric GRM in a large sample of Arab speaking participants. The results may be helpful for scale revision. By proxy, the study contributes to testing the validity of addiction criteria applied to Internet use related-addictive behaviors.
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Affiliation(s)
- Yasser Khazaal
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital and Lausanne University, 1015 Lausanne, Switzerland
- Department of Psychiatry and Addictology, Montréal University, Montréal, QC H3T 1J4, Canada
| | - Fares Zine El Abiddine
- Laboratory Psychological and Educational Research, Department of Psychology, University Djillali Liabes of Sidi Bel Abbes, Sidi Bel Abbes 22000, Algeria
| | - Louise Penzenstadler
- Addiction Unit, Department of Psychiatry, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Djamal Berbiche
- Charles-LeMoyne Hospital Research Centre, Sherbrooke University, Sherbrooke, QC J1K 2R1, Canada
| | - Ghada Bteich
- Faculty of Public Health, Lebanon University, Tripoli P.O. Box 6573/14, Lebanon
| | - Saeideh Valizadeh-Haghi
- Department of Medical Library and Information Sciences, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Lucien Rochat
- Addiction Unit, Department of Psychiatry, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Sophia Achab
- Addiction Unit, Department of Psychiatry, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Riaz Khan
- Department of Mental Health and Psychiatry, Frontier Medical College Affiliated to Bahria University Islamabad, Abbottabad 22010, Pakistan
| | - Anne Chatton
- Department of Psychiatry, Geneva University Hospitals, 1205 Geneva, Switzerland
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20
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Alhusban A, Mismar T, Al Husban A, Alzoubi KH. Problematic Social Media Use and Academic Performance among University Students: An Evaluation from The Middle East. Open Nurs J 2022. [DOI: 10.2174/18744346-v16-e2207050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Background:
The widespread use of social media applications generated a problematic behavior of excessive and inappropriate use that has been associated with mental health problems. Available data assessed this behavior using different surrogate markers in certain university majors. This study aims to assess the effect of this behavior on academic performance, using a validated tool, across different majors.
Methods:
A cross-sectional study that randomly recruited university students from three Middle Eastern countries. using an online survey. The study included 277 participants with an average age of 21.53±2.1 years. The problematic social media use (PSMU) was evaluated using the Bergen Social Media Addiction Scale (BSMAS) and academic performance was evaluated using the GPA. Data regarding the demographics and the characteristic of social media use were collected.
Results:
PMSU was identified as an independent predictor of academic performance. The low academic performance group was more likely to use social media applications during the night, which negatively affected the ability to wake up the next day and be ready for exams.
Conclusion:
There is a need for a more large-scale systematic evaluation of the extent of PSMU and its effect on academic performance among university students at both the regional and international levels. These analyses will help in building effective interventions to reduce the impact of PSMU on university students.
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21
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A review of the genetic basis of problematic Internet use. Curr Opin Behav Sci 2022. [DOI: 10.1016/j.cobeha.2022.101149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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22
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Burkauskas J, Gecaite-Stonciene J, Demetrovics Z, Griffiths MD, Király O. Prevalence of Problematic Internet Use during the COVID-19 Pandemic. Curr Opin Behav Sci 2022; 46:101179. [PMID: 35719702 PMCID: PMC9197820 DOI: 10.1016/j.cobeha.2022.101179] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The present paper reviews recent
studies on problematic Internet use (PIU) prevalence before and during
the coronavirus disease 2019 (COVID-19) pandemic. Several pre-pandemic
meta-analyses reported PIU prevalence estimates ranging from 6% to 9.7%.
Experts in the field of online addictions speculated that PIU would
increase during the pandemic because of increased time spent on the
Internet. However, it is still unclear if increased time on the Internet
resulted in higher PIU prevalence estimates during the pandemic.
Prevalence estimates differed greatly across studies during the COVID-19
pandemic. Possible inconsistencies are outlined together with future
directions for PIU prevalence studies.
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Affiliation(s)
- Julius Burkauskas
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Palanga, Lithuania
| | - Julija Gecaite-Stonciene
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Palanga, Lithuania
| | - Zsolt Demetrovics
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar.,Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
| | - Orsolya Király
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
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23
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Masaeli N, Billieux J. Is Problematic Internet and Smartphone Use Related to Poorer Quality of Life? A Systematic Review of Available Evidence and Assessment Strategies. CURRENT ADDICTION REPORTS 2022; 9:235-250. [PMID: 35729927 PMCID: PMC9187501 DOI: 10.1007/s40429-022-00415-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/10/2022] [Indexed: 12/19/2022]
Abstract
Purpose of Review Previous studies have explored the links between problematic Internet use (PIU) or problematic smartphone use (PSU) and quality of life (QOL). In this systematic review, we (i) describe the instruments used to assess QOL or health-related quality of life (HRQOL) in these studies, (ii) critically examine the content validity of the instruments used, and (iii) examine the relationships between PIU, PSU, QOL, and HRQOL. Recent Findings We identified 17 PIU and 11 PSU studies in a systematic search. Evidence suggests that PIU and PSU negatively correlate with either QOL or HQOL and most of their domains (especially mental and physical health). Multiple instruments were used to assess QOL or HRQOL in these studies. Our analysis showed an important heterogeneity in the domains covered by these instruments. Summary Because of the widespread prevalence of PIU and PSU, which tend to be linked with lower QOL or HRQOL, in particular poor mental and physical health, a more systematic public health campaign is required to target the healthy use of these communication devices. Prevention programs should also target vulnerable individuals, focusing on the most affected domains of QOL and HRQOL (i.e., physical and psychological health). Among the existing instruments, the World Health Organization Quality of Life for adults and the Pediatric Quality of Life Inventory for adolescents (aged 13-18 years) proved to be the most relevant, although new measurement instruments are needed to target domains that are specifically relevant in the context of PIU and PSU (e.g., physical and psychological health domains such as sleep, loneliness, and quality of familial relations).
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Affiliation(s)
- Nassim Masaeli
- South Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Joël Billieux
- Institute of Psychology, University of Lausanne (UNIL), Lausanne, Switzerland
- Centre for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
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How Do Adolescents Use Social Networks and What Are Their Potential Dangers? A Qualitative Study of Gender Differences. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095691. [PMID: 35565086 PMCID: PMC9099659 DOI: 10.3390/ijerph19095691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 05/02/2022] [Accepted: 05/05/2022] [Indexed: 11/17/2022]
Abstract
The rapid development of software applications and the increasing use of the Internet have raised many questions about the impact of this technology on the lives of adolescents, especially on “digital natives.” The advent of social networks (SNs) restructures their relationships in various ways, affecting both adolescents’ development and mental health. The present study aims to investigate uses and dangers of SNs according to a sample of 296 (166 female and 130 male) Italian middle and high schools adolescents (age range 13–18) and build a model of how SNs can turn out to be dangerous. To achieve this, twenty-four audio-recorded focus groups of Italian male and female adolescents were investigated by a Grounded Theory approach, abstracting from the transcripts the main uses and dangers of SNs and proposing a final model for the interpretation of the whole set of categories. The results highlighted two main dangers of SNs: (a) the desperate search for popularity, and (b) the exhibition of violent or offensive behavior facilitated by the sense of protection and anonymity derived from being hidden behind a virtual account. Finally, a psychological model of how SNs can turn out to be dangerous is presented. This study could be useful in developing prevention procedures against the risks of SNs (e.g., cyberbullying, internet addiction) without demonizing the use of social media as such.
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Chang CW, Huang RY, Strong C, Lin YC, Tsai MC, Chen IH, Lin CY, Pakpour AH, Griffiths MD. Reciprocal Relationships Between Problematic Social Media Use, Problematic Gaming, and Psychological Distress Among University Students: A 9-Month Longitudinal Study. Front Public Health 2022; 10:858482. [PMID: 35462841 PMCID: PMC9024175 DOI: 10.3389/fpubh.2022.858482] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 03/17/2022] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND The causal relationships between two specific types of problematic use in internet-related activities [i.e., problematic social media use (PSMU) and problematic gaming (PG)] and psychological distress remain controversial. The present study investigated the temporal relationships between PSMU, PG, and psychological distress (i.e., anxiety, depression) in university students. METHODS Hong Kong and Taiwan university students [N = 645; nmale = 266; mean = 20.95 years (SD = 5.63)] were recruited for a survey study, with follow-ups at 3, 6, and 9 months after baseline assessment. The Bergen Social Media Addiction Scale, Internet Gaming Disorder Scale-Short Form, and the Hospital Anxiety and Depression Scale were used to assess studied variables. Demographics including age, physical characteristics (i.e., height, weight, and body mass index), and cigarette use were compared between participants who completed all the follow-ups and those who dropped out. Random intercept cross-lagged models were constructed to understand the reciprocal relationships between PSMU, PG, and psychological distress. RESULTS No significant differences were found in age, physical characteristics, and cigarette use between participants who completed all the follow-ups and those who dropped out. Findings indicated that a high level of PSMU significantly increased the level of anxiety and a high level of anxiety significantly increased the level of PSMU. A high level of PSMU significantly increased the level of depression but the level of depression did not significantly affect the level of PSMU. A high level of PG significantly increased the level of anxiety, but the level of anxiety did not significantly affect the level of PG. A high level of depression significantly increased the level of PG, but the level of depression did not significantly affect the level of PG. CONCLUSION The patterns of the causal relationship between PIU and psychological distress variables differ. A reciprocal relationship was only found between the level of PSMU and the level of anxiety. Moreover, the longitudinal design found no differences in the waves in terms of gaming by the participants.
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Affiliation(s)
- Ching-Wen Chang
- Graduate Institute of Social Work, National Taiwan Normal University, Taipei, Taiwan
| | - Ru-Yi Huang
- Department of Family and Community Medicine, E-Da Hospital, Kaohsiung, Taiwan
- School of Medicine for International Students, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Carol Strong
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yi-Ching Lin
- Department of Early Childhood and Family Education, National Taipei University of Education, Taipei, Taiwan
| | - Meng-Che Tsai
- Department of Pediatrics, College of Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan
- Department of Medical Humanities and Social Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - I-Hua Chen
- Chinese Academy of Education Big Data, Qufu Normal University, Qufu, China
| | - Chung-Ying Lin
- College of Medicine, Institute of Allied Health Sciences, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan
- Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Biostatistics Consulting Center, College of Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Amir H. Pakpour
- Department of Nursing, School of Health and Welfare, Jönköping University, Jönköping, Sweden
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
| | - Mark D. Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
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Jo SJ, Yim HW, Jeong H, Lee HK. Moderating Effects of Depressive Symptoms and Self-Control Trait on the Association Between Problematic Internet Gaming and Time Spent. CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2022; 25:237-244. [PMID: 35363564 DOI: 10.1089/cyber.2021.0221] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
This study was performed to examine whether depressive symptoms (DPs) and low self-control (LSC) traits has modifying effects on the association of time spent on Internet gaming and problematic Internet game use (PIGU). Among 1,535 middle school students, 42.1 percent reported playing ≥1.5 hours of Internet games/day on average, and 10.0 percent were classified as PIGU. Stratified multiple logistic regression analysis showed gameplay of ≥1.5 hours/day led to more PIGU in the non-LSC traits group (higher DP group, p < 0.001; lower group, p = 0.019). In LSC trait group, in contrast, time spent on Internet gamine was not associated with PIGU regardless of the level of DP. Adolescents without LSC traits, to which most youths belong, might have higher possibility of PIGU if they do not limit their time spent on Internet gaming, regardless of whether they are depressed or not. In case of LSC trait, additional strategies would be needed. ClinicalTrials.gov identifier: NCT02415322.
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Affiliation(s)
- Sun-Jin Jo
- Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyeon Woo Yim
- Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyunsuk Jeong
- Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hae Kook Lee
- Department of Psychiatry, The Catholic University of Korea Uijongbu St. Mary's Hospital, Seoul, Republic of Korea
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Lyvers M, Salviani A, Costan S, Thorberg FA. Alexithymia, narcissism and social anxiety in relation to social media and internet addiction symptoms. INTERNATIONAL JOURNAL OF PSYCHOLOGY 2022; 57:606-612. [PMID: 35262189 DOI: 10.1002/ijop.12840] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 02/11/2022] [Indexed: 12/26/2022]
Abstract
There has been considerable interest in trait correlates of excessive or problematic use of the internet, known as internet addiction. However, the concept of internet addiction has been criticised as too broad. Specific forms of excessive internet use, for example, social media, may have different trait correlates compared to internet use in general. The present study compared levels of internet and social media addiction symptoms in relation to three traits previously linked to one or the other form of excessive behaviour: alexithymia, narcissism and social anxiety. There were 217 young adult social media- and internet-using participants aged 18-35 years recruited from two university campuses in southeast Queensland, Australia. They completed an online questionnaire battery that included a demographics questionnaire and widely used, validated measures of narcissism, alexithymia and social anxiety. Hierarchical regressions indicated that after controlling for demographic variables, internet addiction symptoms were predicted by social anxiety, narcissism and alexithymia, whereas social media addiction symptoms were predicted only by social anxiety and narcissism. Results suggest that the association of alexithymia with internet addiction symptoms does not encompass excessive use of social media, and support the contention that the concept of internet addiction may be too broad.
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Affiliation(s)
- Michael Lyvers
- School of Psychology, Bond University, Gold Coast, Qld, Australia
| | | | - Stephanie Costan
- School of Psychology, Bond University, Gold Coast, Qld, Australia
| | - Fred Arne Thorberg
- School of Psychology, University of Queensland, Brisbane, Qld, Australia
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Internet Addiction in Adolescents: A Rational Emotive and Cognitive Behavior Therapy Perspective. JOURNAL OF RATIONAL-EMOTIVE AND COGNITIVE-BEHAVIOR THERAPY 2022. [DOI: 10.1007/s10942-022-00445-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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29
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Altered dynamic interactions within frontostriatal circuits reflect disturbed craving processing in internet gaming disorder. CNS Spectr 2022; 27:109-117. [PMID: 32951628 DOI: 10.1017/s1092852920001832] [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: 12/21/2022]
Abstract
BACKGROUND Individuals with internet gaming disorder (IGD) are generally characterized by impaired executive control, persistent game-craving, and excessive reward-seeking behaviors. However, the causal interactions within the frontostriatal circuits underlying these problematic behaviors remain unclear. Here, spectral dynamic causal modeling (spDCM) was implemented to explore this issue. METHODS Resting-state functional magnetic resonance imaging data from 317 online game players (148 IGD subjects and 169 recreational game users (RGUs)) were collected. Using independent component analysis, we determined six region of interests within frontostriatal circuits for further spDCM analysis, and further statistical analyses based on the parametric empirical Bayes framework were performed. RESULTS Compared with RGUs, IGD subjects showed inhibitory effective connectivity from the right orbitofrontal cortex (OFC) to the right caudate and from the right dorsolateral prefrontal cortex to the left OFC; at the same time, excitatory effective connectivity was observed from the thalamus to the left OFC. Correlation analyses results showed that the directional connection from the right OFC to the right caudate was negatively associated with addiction severity. CONCLUSIONS These results suggest that the disrupted causal interactions between specific regions might contribute to dysfunctions within frontostriatal circuits in IGD, and the pathway from the right OFC to the right caudate could serve as a target for brain modulation in future IGD interventions.
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From Emotional (Dys)Regulation to Internet Addiction: A Mediation Model of Problematic Social Media Use among Italian Young Adults. J Clin Med 2021; 11:jcm11010188. [PMID: 35011929 PMCID: PMC8745641 DOI: 10.3390/jcm11010188] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 12/23/2021] [Accepted: 12/28/2021] [Indexed: 12/12/2022] Open
Abstract
Internet addiction (IA) has mostly been investigated with the fear of missing out and difficulties in emotional regulation. The present study examined the link between IA and variables related to problematic social media use (i.e., fear of missing out, social media addiction), together with emotional (dys)regulation and personality traits, providing new insights and an integrated assessment of IA. In total, 397 participants, aged 18-35 years (M = 22.00; SD = 3.83), were administered a set of questionnaires pertaining to IA, problematic social media use, emotional (dys)regulation, and personality traits. Pearson's correlations showed significant associations between IA and the investigated variables, and the tested mediation model highlighted the crucial role played by emotional (dys)regulation in the fear of missing out and problematic use of social networks. Overall, the findings provide support for a new integrated model for understanding the features, predictors, and risk factors of IA.
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Leo K, Kewitz S, Wartberg L, Lindenberg K. Depression and Social Anxiety Predict Internet Use Disorder Symptoms in Children and Adolescents at 12-Month Follow-Up: Results From a Longitudinal Study. Front Psychol 2021; 12:787162. [PMID: 34966336 PMCID: PMC8710475 DOI: 10.3389/fpsyg.2021.787162] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/18/2021] [Indexed: 11/13/2022] Open
Abstract
Trajectories of internalizing disorders and behavioral addictions are still largely unknown. Research shows that both disorders are highly comorbid. Previous longitudinal studies have focused on associations between internalizing disorders and behavioral addictions using screening instruments. Our aim was to develop and examine a theory-based model of trajectories, according to which internalizing disorders foster symptoms of Internet use disorders, mediated by a reward deprivation and maladaptive emotion regulation. We applied clinically relevant measures for depression and social anxiety in a prospective longitudinal study with a 12-month follow-up investigation. On the basis of an at-risk population of 476 students (mean age = 14.99 years, SD = 1.99), we investigated the predictive influence of clinically relevant depression and social anxiety at baseline (t1) on Internet use disorder symptoms at 12-month follow-up (t2) using multiple linear regression analyses. Our results showed that both clinically relevant depression and social anxiety significantly predicted symptom severity of Internet use disorders one year later after controlling for baseline symptoms of Internet use disorders, gender and age. These results remained robust after including both depression and social anxiety simultaneously in the model, indicating an independent influence of both predictors on Internet use disorder symptoms. The present study enhances knowledge going beyond a mere association between internalizing disorders and Internet use disorders. To our knowledge, this is the first study investigating clinically relevant depression and social anxiety to predict future Internet use disorder symptoms at 12-month follow-up. In line with our model of trajectories, a significant temporal relationship between clinically relevant internalizing disorders and Internet use disorder symptoms at 12-month follow-up was confirmed. Further studies should investigate the mediating role of reward deprivation and maladaptive emotion regulation, as postulated in our model. One implication of these findings is that clinicians should pay particular attention to the increased risk of developing behavioral addictions for adolescents with depression and social anxiety.
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Affiliation(s)
- Katharina Leo
- Department of Psychotherapy for Children and Adolescents, Institute for Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Sonja Kewitz
- Department of Psychotherapy for Children and Adolescents, Institute for Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Lutz Wartberg
- Department of Psychology, Faculty of Human Sciences, MSH Medical School Hamburg, Hamburg, Germany
| | - Katajun Lindenberg
- Department of Psychotherapy for Children and Adolescents, Institute for Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany
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32
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Šablatúrová N, Gottfried J, Blinka L, Ševčíková A, Husarova D. Eating disorders symptoms and excessive internet use in adolescents: the role of internalising and externalising problems. J Eat Disord 2021; 9:152. [PMID: 34802454 PMCID: PMC8607794 DOI: 10.1186/s40337-021-00506-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 11/02/2021] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Both eating disorders and excessive internet use represent significant health issues for contemporary adolescents. Yet, the link between them has seldom been investigated. We aim to study this association through their common underlying psychological factors: internalising problems and externalising problems. METHODS A representative sample of 7,083 adolescents (Mage = 13.48 years; SDage = 1.32; 50.3% girls) from Slovakia was obtained from the Health Behaviour in School-aged Children (HBSC) project in 2018. Study variables included the Excessive Internet Use Scale (EIU) and the Strength and Difficulties Questionnaire (SDQ). Eating disorders symptoms (EDS) were assessed by SCOFF and selected items from the Eating Disorder Screen for Primary Care (ESP). Data were analysed separately for boys and girls with Structural Equation Modelling. RESULTS There was a partial correlation between EDS and EIU (r = 0.36 for boys and r = 0.29 for girls) after controlling for the internalising and externalising of problems. Internalising and externalising problems were positively associated with EDS, while EIU was only associated with externalising problems. The results were comparable for both genders. CONCLUSION The study provides evidence that, during adolescence, EDS and EIU are related and have a tendency to occur together. Also, they are related even when controlled for their shared underlying psychological factors, namely the emotional and attentional/behavioural difficulties.
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Affiliation(s)
- Nika Šablatúrová
- Faculty of Social Studies, Masaryk University, Joštova 10, 60200, Brno, Czech Republic
| | - Jaroslav Gottfried
- Faculty of Social Studies, Masaryk University, Joštova 10, 60200, Brno, Czech Republic
| | - Lukas Blinka
- Faculty of Social Studies, Masaryk University, Joštova 10, 60200, Brno, Czech Republic.
| | - Anna Ševčíková
- Faculty of Social Studies, Masaryk University, Joštova 10, 60200, Brno, Czech Republic
| | - Daniela Husarova
- Department of Health Psychology and Methodology Research, Faculty of Medicine, P.J. Safarik University in Kosice, Košice, Slovakia
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33
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Pontes HM, Macur M. Problematic internet use profiles and psychosocial risk among adolescents. PLoS One 2021; 16:e0257329. [PMID: 34520489 PMCID: PMC8439481 DOI: 10.1371/journal.pone.0257329] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 08/27/2021] [Indexed: 12/24/2022] Open
Abstract
Objective Although Problematic Internet Use (PIU) is an emerging area of study in psychology, little is known about the unique features of specific subgroups of internet users and their psychosocial vulnerabilities within robust and nationwide populations. Methods The aim of this study was to identify distinct latent groups of internet users based on their PIU risk and to compare their psychosocial outcomes. To achieve this, a nationally representative sample of adolescents of the same grade (N = 1,066, Meanage = 13.46 years, range = 12–16) was recruited from several schools in Slovenia through stratified random sampling. Results A Latent Profile Analysis (LPA) revealed a two-class solution, with Class 1 (n = 853, 80%) featuring ‘low PIU risk’ participants and Class 2 (n = 213, 20%) including ‘high PIU risk’ participants. Behaviorally, the main feature of Class 1 denoted ‘time management difficulties’ while Class 2 was best characterized by ‘mood and time management issues’. Further frequentist and Bayesian analyses indicated that Class 2 presented greater psychosocial risk compared to Class 1 due to significantly higher levels of PIU (generalized and across specific PIU subfactors) coupled with lower levels of subjective well-being and self-control. Conclusions Contrary to what was initially envisaged, the two classes did not differ in terms of perceived quality in parent-child relationship. This study shows that PIU patterns and symptom-severity may be developmentally specific, further highlighting the need for clinically age-adjusted PIU screening practices within epidemiological and healthcare settings.
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Affiliation(s)
- Halley M. Pontes
- Department of Organizational Psychology, Birkbeck, University of London, London, United Kingdom
- * E-mail:
| | - Mirna Macur
- Angela Boškin Faculty of Health Care, Jesenice, Slovenia
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34
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Lyvers M, Senturk C, Thorberg FA. Alexithymia, impulsivity and negative mood in relation to internet addiction symptoms in female university students. AUSTRALIAN JOURNAL OF PSYCHOLOGY 2021. [DOI: 10.1080/00049530.2021.1942985] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Michael Lyvers
- School of Psychology, Bond University, Gold Coast, Australia
| | - Cagla Senturk
- School of Psychology, Bond University, Gold Coast, Australia
| | - Fred Arne Thorberg
- School of Psychology, University of Queensland, Saint Lucia, Australia
- School of Psychology and Counseling, Queensland University of Technology, Brisbane, Australia
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Smirni D, Garufo E, Di Falco L, Lavanco G. The Playing Brain. The Impact of Video Games on Cognition and Behavior in Pediatric Age at the Time of Lockdown: A Systematic Review. Pediatr Rep 2021; 13:401-415. [PMID: 34287345 PMCID: PMC8293336 DOI: 10.3390/pediatric13030047] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 07/07/2021] [Accepted: 07/12/2021] [Indexed: 11/16/2022] Open
Abstract
A growing number of children and adolescents play video games (VGs) for long amounts of time. The current outbreak of the Coronavirus pandemic has significantly reduced outdoor activities and direct interpersonal relationships. Therefore, a higher use of VGs can become the response to stress and fear of illness. VGs and their practical, academic, vocational and educational implications have become an issue of increasing interest for scholars, parents, teachers, pediatricians and youth public policy makers. The current systematic review aims to identify, in recent literature, the most relevant problems of the complex issue of playing VGs in children and adolescents in order to provide suggestions for the correct management of VG practice. The method used searches through standardized search operators using keywords related to video games and the link with cognition, cognitive control and behaviors adopted during the pandemic. Ninety-nine studies were reviewed and included, whereas twelve studies were excluded because they were educationally irrelevant. Any debate on the effectiveness of VGs cannot refer to a dichotomous approach, according to which VGs are rigidly 'good' or 'bad'. VGs should be approached in terms of complexity and differentiated by multiple dimensions interacting with each other.
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36
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Brito AB, Pinho LD, Brito MFSF, Messias RB, Brito KDP, Rodrigues CAO, Reis VMCP, Silveira MF. [Psychometric properties of the Internet Addiction Test in students in Montes Claros, Minas Gerais State, Brazil]. CAD SAUDE PUBLICA 2021; 37:e00212619. [PMID: 34008788 DOI: 10.1590/0102-311x00212619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 02/19/2021] [Indexed: 11/22/2022] Open
Abstract
The study aimed to assess the psychometric properties of the Brazilian Portuguese version of the Internet Addiction Test (IAT) in students. The methodological study population consisted of secondary and university students from Montes Claros, Minas Gerais State, Brazil. The following parameters were assessed: psychometric sensitivity, construct validity (factor, convergent, discriminant, and test of hypothesis), criterion validity (concurrent), and reliability (internal consistency and reproducibility). A total of 2,519 students participated, 29.6% of whom were secondary school enrollees. A three-factor measurement model was adjusted ("emotional and cognitive preoccupation with the Internet", "problems in managing time", and "performance problems"), which obtained satisfactory adequacy indices and stable structure in the independent subsamples. Convergent validity was close to the recommended level (mean extracted variation = 0.32, 0.41, and 0.45 and compound reliability values = 0.84, 0.81, and 0.71), and discriminant and concurrent validities were adequate. Internal consistency was adequate (alpha = 0.906), as was reproducibility (kappa = 0.73 and intraclass correlation coefficient = 0.90). The Portuguese-language version of the IAT presented satisfactory levels of validity, reliability, and stability in independent samples of students.
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Affiliation(s)
| | - Lucinéia de Pinho
- Programa de Pós-graduação em Cuidados Primários em Saúde, Universidade Estadual de Montes Claros, Montes Claros, Brasil
| | | | - Romerson Brito Messias
- Departamento de Saúde Mental e Coletiva, Universidade Estadual de Montes Claros, Montes Claros, Brasil
| | | | | | | | - Marise Fagundes Silveira
- Programa de Pós-graduação em Ciências da Saúde, Universidade Estadual de Montes Claros, Montes Claros, Brasil
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Tiego J, Lochner C, Ioannidis K, Brand M, Stein DJ, Yücel M, Grant JE, Chamberlain SR. Measurement of the problematic usage of the Internet unidimensional quasitrait continuum with item response theory. Psychol Assess 2021; 33:652-671. [PMID: 33829845 PMCID: PMC8215856 DOI: 10.1037/pas0000870] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Problematic usage of the internet (PUI) describes maladaptive use of online resources and is recognized as a growing worldwide issue. Here, we refined the Internet Addiction Test (IAT) for use as a screening tool to measure generalized internet use problems in normative samples. Analysis of response data with parametric unidimensional item response theory identified 10 items of the IAT that measured most of the PUI latent trait continuum with high precision in a subsample of 816 participants with meaningful variance in internet use problems. Selected items may characterize minor, or early stages of, PUI by measuring a preoccupation with the Internet, motivations to use online activities to escape aversive emotional experiences and regulate mood, as well as secrecy, defensiveness, and interpersonal conflict associated with internet use. Summed scores on these 10 items demonstrated a strong correlation with full-length IAT scores and comparable, or better, convergence with measures of impulsivity and compulsivity. Proposed cut-off scores differentiated between individuals potentially at risk of developing PUI from those with few self-reported internet use problems with good sensitivity and specificity. Differential item function testing revealed measurement equivalence between the sexes, Caucasians and non-Caucasians. However, evidence for differential test functioning between independent samples drawn from South Africa and the United States of America suggests that raw scores cannot be meaningfully compared between different geographic regions. These findings have implications for conceptualization and measurement of PUI in normative samples. We provide recommendations for measuring symptoms of problematic usage of the internet, which can be identified in a subset of the population using our refined version of the IAT and suggested cut-off scores. Relevant self-reported internet use problems include a preference for online over face-to-face social interactions, use of the internet to regulate emotions, excessive online engagement, interpersonal conflict, and emotional withdrawal following cessation of internet use.
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Affiliation(s)
| | | | | | | | - Dan J Stein
- SA MRC Unit on Risk and Resilience in Mental Disorders
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Problematic internet use: The effect of comorbid psychopathology on treatment outcomes. Psychiatry Res 2021; 298:113789. [PMID: 33639406 DOI: 10.1016/j.psychres.2021.113789] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 02/03/2021] [Indexed: 12/26/2022]
Abstract
Problematic Internet use (PIU) behaviours involve one's maladaptive Internet use and have been often described as secondary manifestations of pre-existing psychopathology. Furthermore, different profiles of PIU sufferers have been proposed. However, little is known of the impact these may be having on treatment responses. Thus, this study aims to investigate the psychopathological profiles of those who seek treatment for PIU within a specialised public outpatient unit and whether these influence treatment outcomes. This research utilised 203 treatment seekers of the Specialized Department of Problematic Internet Use (SD-PIU) of the Psychiatric Hospital of Attica, in Greece (mean age = 26.02; SD = 7.9). To assess psychopathology, the Symptom Checklist-90 Revised (SCL-90-R) was used. Treatment responses were reported either as completed, continued, or drop out. A Latent Class/Profiling-Analysis (LCA) was performed, guided by variations across the SCL-90-R psychopathologies. It indicated two naturally occurring profiles of comorbid psychological symptoms; 66% were classified as the "High Comorbidity" (HC) and 34% as the "Low Comorbidity" (LC) profile. Regarding treatment outcomes, LC patients presented with significantly lower dropout rates and higher levels of completion. The present study poses imperative clinical implications regarding the necessity of specialized treatment planning based on the different PIU treatment seekers psychopathological comorbidities.
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Gioia F, Fioravanti G, Casale S, Boursier V. The Effects of the Fear of Missing Out on People's Social Networking Sites Use During the COVID-19 Pandemic: The Mediating Role of Online Relational Closeness and Individuals' Online Communication Attitude. Front Psychiatry 2021; 12:620442. [PMID: 33679479 PMCID: PMC7930823 DOI: 10.3389/fpsyt.2021.620442] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 01/28/2021] [Indexed: 12/18/2022] Open
Abstract
Forced isolation induced by COVID-19 pandemic dramatically impacted individuals' well-being, reducing the opportunities for social encounters, consequently resulting in a greater use of social media in order to maintain social relationships. Although the range of friend-related activities appeared to be severely constrained during quarantine, the Fear of Missing Out (FoMO) needs to be carefully examined, especially in relation to problematic social networking site use (PSNSU). Indeed, FoMO might enhance individuals' need to stay connected and communicate with other people, leading to PSNSU, in order to face the fear of being invisible in the world of social media in circumstances of physical isolation. The present study sought to evaluate the predictive role of FoMO on PSNSU during the COVID-19 pandemic, testing the mediating effect of online relational closeness and online communication attitude. A total of 487 Italian adults (59.3% women), aged between 18 and 70 years (mean age = 29.85 years; SD = 9.76), responded to an online survey during the period of COVID-19 pandemic lockdown in Italy. The survey included self-report measures assessing perceived FoMO, online communication attitude, relational closeness with online friends, and PSNSU. Participants declared they spent significantly more time social networking during the pandemic, particularly women. The total model accounted for a significant amount of variance in participants' PSNSU [R 2 = 0.54; F (9, 447) = 58.285, p < 0.001). Despite the other people's social rewarding experiences had been drastically reduced by the lockdown, findings showed a direct effect of FoMO on PSNSU. Moreover, FoMO had an effect on online communication attitude and online relational closeness, although only online communication attitude predicted, in turn, PSNSU. Conversely, relational closeness on social networking sites did not predict PSNSU. The present study suggests that, during COVID-19 lockdown, FoMO levels may have strengthened attitudes toward online communication, which, in turn, may have put some individuals at risk of PSNSU.
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Affiliation(s)
- Francesca Gioia
- Department of Humanities, University of Naples Federico II, Naples, Italy
| | - Giulia Fioravanti
- Department of Health Sciences, School of Psychology, University of Florence, Florence, Italy
| | - Silvia Casale
- Department of Health Sciences, School of Psychology, University of Florence, Florence, Italy
| | - Valentina Boursier
- Department of Humanities, University of Naples Federico II, Naples, Italy
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Gioia F, Rega V, Boursier V. Problematic Internet Use and Emotional Dysregulation Among Young People: A Literature Review. CLINICAL NEUROPSYCHIATRY 2021; 18:41-54. [PMID: 34909019 PMCID: PMC8629046 DOI: 10.36131/cnfioritieditore20210104] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE In recent years scientific interest in Internet use disorders, especially among young people, has grown dramatically. Within this contemporary research field, difficulties in regulating emotions have been increasingly explored in association with problematic Internet use (PIU). Indeed, individuals who experience difficulties in emotion regulation might be more exposed to the risk of developing PIU. Therefore, the present study aimed to review the literature from the last ten years focused on the relationship between young people's emotional dysregulation and PIU, taking into account the main variables involved in this relationship and possible gender-related differences. METHOD This review included studies published between 2010 and 2020 that were indexed in major databases with the following keywords: emotion regulation, problematic Internet use, Internet addiction, social network addiction, and social media addiction. In the selection process of the studies, close attention was paid for the mean age of the involved samples that had to range between 13 and 25 years. RESULTS A total of 23 studies satisfied the initial inclusion criteria and were included in the present literature review. Several reviewed studies found a strong association between emotion dysregulation and both PIU and problematic social networking with controversial gender-based findings. Furthermore, the relationships among emotional dysregulation, PIU, attachment styles, and metacognitions were largely explored. CONCLUSIONS Overall, the present review showed that problematic Internet use might represent a coping strategy to compensate for emotional regulation deficits. The lack of social support and the lack of a good parent-adolescent relationship seem to negatively affect emotional regulation abilities, which in turn increase the risk of developing PIU. Moreover, good metacognitive abilities might represent a protective factor towards emotional dysregulation and PIU. Finally, males with emotional dysregulation are likely to be more problematically engaged in Internet use than females. These results might have important practical implications to implement health prevention/promotion programs, emotion regulation-based training programmes and therapies.
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Affiliation(s)
- Francesca Gioia
- Department of Humanities, University of Naples “Federico II” Via Porta di Massa, 1 - 80133 Naples, Italy
| | - Valeria Rega
- Department of Humanities, University of Naples “Federico II” Via Porta di Massa, 1 - 80133 Naples, Italy
| | - Valentina Boursier
- Department of Humanities, University of Naples “Federico II” Via Porta di Massa, 1 - 80133 Naples, Italy
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Abdoli N, Farnia V, Alikhani M, Sadeghi-Bahmani D, Dürsteler KM, Esmaeili M, Brühl A, Brand S. Validation and Psychometric Properties of the Persian Version of the 21-Item Game Addiction Scale With a Sample of Adolescents and Young Adults. Front Psychiatry 2021; 12:649276. [PMID: 34108895 PMCID: PMC8180588 DOI: 10.3389/fpsyt.2021.649276] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 04/13/2021] [Indexed: 01/07/2023] Open
Abstract
Background: Excessive gaming has become a psychological health issue for both gamers and their social environments. This observation holds true for western but also non-western countries such as Iran. The aim of the present study was to translate and validate a Persian version of the Game Addiction Scale 21 (GAS 21) using a sample of adolescents and adults. Methods: A total of 412 participants (mean age: 22.16 years; 55.3% females) took part in the study. They completed questionnaires covering sociodemographic information and gaming-related information, as well as the Persian version of the GAS 21, the GAS 7, the Internet Addiction Test, and the Generalized Self-Efficacy Scale. Results: Of the initial 21 items of the Persian version of the GAS 21, five proved redundant and were eliminated. Factors analyses yielded four factors explaining 66.35% of the variance: 1. Withdrawal; 2. Feelings of guilt and addiction; 3. Mood modification; 4. Issues of time budget. Cronbach's alphas were satisfactory (alphas > 0.87). To validate the results, scores on the translated version were compared with the well-established Young Internet Addiction test. Factors correlated positively (rs between 0.21 and 0.31) with overall score on this latter test but, against expectations, positively with the generalized self-efficacy scale. Conclusions: A Persian version of the Game Addiction Scale-21 proved to be a useful tool for assessing the risk of game addiction behavior. Further, the solution with 16 items loading on four factors appears respond to the ecological need of parsimony.
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Affiliation(s)
- Nasrin Abdoli
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Vahid Farnia
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Mostafa Alikhani
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Dena Sadeghi-Bahmani
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran.,Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran.,Center for Affective, Stress and Sleep Disorders Zentrum fär Affektive-, Stress- und Schlafstörungen (ZASS), University of Basel, Psychiatric Clinics Universitäre Psychiatrische Kliniken (UPK), Basel, Switzerland.,Departments of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Kenneth M Dürsteler
- Division of Substance Use Disorders Basel, University of Basel, Psychiatric Clinics, Basel, Switzerland
| | - Maryam Esmaeili
- Department of Psychology, Faculty of Education, University of Isfahan, Isfahan, Iran
| | - Annette Brühl
- Center for Affective, Stress and Sleep Disorders Zentrum fär Affektive-, Stress- und Schlafstörungen (ZASS), University of Basel, Psychiatric Clinics Universitäre Psychiatrische Kliniken (UPK), Basel, Switzerland
| | - Serge Brand
- Substance Abuse Prevention Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran.,Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran.,Center for Affective, Stress and Sleep Disorders Zentrum fär Affektive-, Stress- und Schlafstörungen (ZASS), University of Basel, Psychiatric Clinics Universitäre Psychiatrische Kliniken (UPK), Basel, Switzerland.,Division of Sport Science and Psychosocial Health, Department of Sport, Exercise, and Health, University of Basel, Basel, Switzerland.,School of Medicine, Tehran University of Medical Sciences (TUMS), Tehran, Iran
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Starcevic V, King DL, Delfabbro PH, Schimmenti A, Castro-Calvo J, Giardina A, Billieux J. "Diagnostic inflation" will not resolve taxonomical problems in the study of addictive online behaviours. •. J Behav Addict 2020; 9:915-919. [PMID: 33289693 PMCID: PMC8969725 DOI: 10.1556/2006.2020.00083] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 10/14/2020] [Accepted: 10/25/2020] [Indexed: 12/27/2022] Open
Abstract
This article suggests that the type of Internet-enabled device should not be prioritised when conceptualizing diagnostic categories of addictive online behaviours. The diagnostic distinction between "predominantly mobile" and "predominantly non-mobile" forms of Internet use disorders (IUD) is not empirically based, may not be clinically useful and may lead to "diagnostic inflation." Problems with the concepts of smartphone use disorder and IUD on which the proposed distinction is largely based call for their re-examination. Future proposals for the taxonomy of addictive behaviours may not need to be based on online/offline and mobile/non-mobile dichotomies.
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Affiliation(s)
- Vladan Starcevic
- Faculty of Medicine and Health, Sydney Medical School, Nepean Clinical School, Discipline of Psychiatry, University of Sydney, Sydney, Australia,Corresponding author. ; Tel.: +61 2 4734 2585; fax: +61 2 4734 3343
| | - Daniel L. King
- College of Education, Psychology, & Social Work, Flinders University, Adelaide, Australia
| | | | - Adriano Schimmenti
- Faculty of Human and Social Sciences, UKE – Kore University of Enna, Enna, Italy
| | - Jesús Castro-Calvo
- Department of Personality, Assessment and Psychological Treatments, Faculty of Psychology, University of Valencia, Valencia, Spain
| | | | - Joël Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland,Centre for Excessive Gambling, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
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Research Trend on the Use of IT in Digital Addiction: An Investigation Using a Systematic Literature Review. FUTURE INTERNET 2020. [DOI: 10.3390/fi12100174] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Despite the negative role of IT in digital addiction development, IT may have a positive role in dealing with digital addiction. The present study undertakes a systematic literature review to explore the state of play and the trend regarding the use of IT in digital addiction research. Using predefined keywords, the Scopus database was searched for relevant literature published from 2017 to 2020. The initial search found 1655 papers. Six stages of study selection were completed using a set of inclusion and exclusion criteria. The study selection and quality assessment process were applied, then 15 papers were selected for further review. The results show that addiction detection using IT is the most researched topic in digital addiction research. The most commonly used IT in the selected studies are AI methods and biosignal recording systems. Various approaches in detection, prevention, and intervention are suggested in the selected studies. The advantages and limitations of each approach are discussed. Based on these results, some future research directions are suggested.
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de Ávila GB, Dos Santos ÉN, Jansen K, Barros FC. Internet addiction in students from an educational institution in Southern Brazil: prevalence and associated factors. TRENDS IN PSYCHIATRY AND PSYCHOTHERAPY 2020; 42:302-310. [PMID: 32520170 PMCID: PMC7879091 DOI: 10.1590/2237-6089-2019-0098] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 02/27/2020] [Indexed: 01/03/2023]
Abstract
Objective To evaluate the prevalence of Internet addiction (IA) and its associated factors among students at an Educational Institution in Southern Brazil. Method This is a cross-sectional study, targeting a sample of students aged from 14 to 20 years. They were selected by random sampling to be representative of the 4038 students enrolled at the institute at the time. IA was assessed using the Internet Addiction Test (IAT). Screening for anxiety and/or depressive disorders was performed using the Well-Being Index (WHO-5). Results The prevalence of IA was 50.8% and the rate was higher among individuals who had screened positive for depressive or anxiety disorders than among those who had not (p = 0.003). There was an association between IA and access to certain types of content, such as gaming (p = 0.010), work and study related content (p = 0.030), and using the internet to access sexual content (p < 0.001). Conclusion Further studies are needed to confirm the high prevalence of IA and explore factors associated with it in samples with similar characteristics to ours. The associations between this dependency and positive screening for anxiety and/or depressive disorders and the types of content accessed are an alert to the existence of these important relationships and illustrate the importance of studying them further. Knowledge about these associations provides an opportunity to implement measures for prevention, such as psychoeducation, and to offer adequate treatment.
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Affiliation(s)
- Gisele Bartz de Ávila
- Programa de Pós-Graduação em Saúde e Comportamento, Universidade Católica de Pelotas, Pelotas, RS, Brazil.,Instituto Federal de Educação Tecnológica do Rio Grande do Sul, Pelotas, RS, Brazil
| | - Érico Nobre Dos Santos
- Programa de Pós-Graduação em Saúde e Comportamento, Universidade Católica de Pelotas, Pelotas, RS, Brazil
| | - Karen Jansen
- Programa de Pós-Graduação em Saúde e Comportamento, Universidade Católica de Pelotas, Pelotas, RS, Brazil
| | - Fernando Celso Barros
- Programa de Pós-Graduação em Saúde e Comportamento, Universidade Católica de Pelotas, Pelotas, RS, Brazil
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Sandoval-Obando EE. Caracterización del trastorno por videojuegos: ¿Una problemática emergente? PENSAMIENTO PSICOLÓGICO 2020. [DOI: 10.11144/javerianacali.ppsi18-1.ctvp] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
Objetivo. Sistematizar la literatura actual disponible en torno a la caracterización del trastorno por videojuegos (VDJ), aportando a la comprensión de este fenómeno en el contexto latinoamericano y su incidencia en la población infanto-juvenil. Método. Se utilizó una revisión sistemática de literatura, de corte analítico. Como eje de búsqueda se consideraron las categorías: (a) uso de las TIC, (b) videojuegos, (c) adicción y (d) trastorno por videojuegos, de acuerdo con estudios publicados en las bases de datos PubMed, ScienceDirect y Google Scholar, teniendo como referencia el DSM-V y CIE-11. Resultados. Las manifestaciones clínicas descritas para su uso adictivo son aún heterogéneas. También, se pudo observar que, cuanto más temprano se empieza, mayor será la frecuencia de su uso en edades posteriores, lo que aumenta las conductas de riesgo en el futuro y su incidencia en el tiempo de ocio y la recreación cotidiana. Conclusión. Los efectos que puede generar el uso problemático de dispositivos tecnológicos en el desarrollo de las personas, se contrapone al uso de los VDJ en el tratamiento de diversos trastornos como en el plano educativo. Adicionalmente, se reafirma el desafío de construir saberes e investigaciones multidisciplinares en torno al uso problemático de estos dispositivos.
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Tafur-Mendoza AA, Acosta-Prado JC, Zárate-Torres RA, Ramírez-Ospina DE. Assessing the Psychometric Properties of the Internet Addiction Test in Peruvian University Students. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17165782. [PMID: 32785063 PMCID: PMC7459878 DOI: 10.3390/ijerph17165782] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 07/09/2020] [Accepted: 07/24/2020] [Indexed: 01/02/2023]
Abstract
The use of the Internet has been gradually and unstoppably gaining ground in all areas of life, from recreational activities to how social relations are established. However, the existence of clinical cases indicates that the addictive use of the Internet is a problem that seriously affects some people. Among the instruments that measure this construct, the Internet Addiction Test (IAT) stands out. However, instrumental studies of this test are scarce in Latin America. The present study sought to analyze the psychometric properties of the IAT in a sample of 227 Peruvian undergraduate university students. Confirmatory factor analysis was used to provide validity evidence based on the internal structure, and evidence based on the relationship with other variables was also provided. Reliability was estimated through the ordinal alpha coefficient. The results indicated that the IAT adequately fits a bifactor model (with two specific factors, time/control and stress/compensate), obtaining good levels of reliability. Additionally, the IAT scores correlate significantly with the average number of hours per day on the internet and social skills. The results lead to the conclusion that the scores in the IAT have evidence of validity and reliability for its use.
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Affiliation(s)
| | - Julio César Acosta-Prado
- School of Business Science, Universidad del Pacífico, Lima 15072, Peru
- School of Accounting, Economic and Business Sciences, Universidad de Manizales, Manizales 170001, Colombia;
- Correspondence: ; Tel.: +511-219-0100 (ext. 2660)
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Marciano L, Camerini AL, Schulz PJ. Neuroticism in the digital age: A meta-analysis. COMPUTERS IN HUMAN BEHAVIOR REPORTS 2020. [DOI: 10.1016/j.chbr.2020.100026] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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Paschke K, Holtmann M, Melchers P, Klein M, Schimansky G, Krömer T, Reis O, Wartberg L, Thomasius R. [Media-associated disorders in childhood and adolescence: Evidence paper of the joint addiction commision of the German societies and professional associations of child and adolescent psychiatry and psychotherapy]. ZEITSCHRIFT FUR KINDER-UND JUGENDPSYCHIATRIE UND PSYCHOTHERAPIE 2020; 48:303-317. [PMID: 32614281 DOI: 10.1024/1422-4917/a000735] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Media-associated disorders in childhood and adolescence: Evidence paper of the joint addiction commision of the German societies and professional associations of child and adolescent psychiatry and psychotherapy Abstract. Media-associated disorders (MAD) describe the problematic use of the internet, certain electronic devices in general as well as digital applications. During childhood and adolescence, digital games and social media are the most commonly used applications. In May 2019, as first MAD "gaming disorder" was included as a clinical diagnosis in the ICD-11. The prevalence of MAD in German children and adolescents is estimated to lie between 3 % and 5 %. In most cases, MAD are accompanied by psychiatric comorbidities. MAD ensue because of dysfunctional learning processes in combination with general and specific risk factors. They are associated with neural changes like those of substance-associated addictions. Diagnostics can be based on validated questionnaires and clinical exploration, though a standardized diagnostic path is not yet common. Treatment depends on the level of severity and generally comprises outpatient, day-clinic, and inpatient therapy approaches with elements from cognitive-behavioral therapy and under parental involvement. Suitable treatments are not yet available in all German regions and have also not been sufficiently evaluated. Moreover, only a few studies exist on the efficacy of prevention measures addressing MAD in children and adolescents. Thus, further research is strongly required.
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Affiliation(s)
- Kerstin Paschke
- Deutsches Zentrum für Suchtfragen des Kindes- und Jugendalters (DZSKJ), Universitätsklinikum Hamburg-Eppendorf, Hamburg
| | - Martin Holtmann
- vLWL-Universitätsklinik Hamm der Ruhr-Universität Bochum, Klinik für Kinder- und Jugendpsychiatrie, Psychotherapie und Psychosomatik, Hamm
| | - Peter Melchers
- Klinik für Kinder- und Jugendpsychiatrie, Psychosomatik und Psychotherapie, Klinikum Oberberg, Kreiskrankenhaus Gummersbach und Klinik Marienheide, Gummersbach
| | | | | | - Thomas Krömer
- Gemeinschaftspraxis für Kinder- und Jugendpsychiatrie, Psychotherapie & Psychosomatik, Hamburg
| | - Olaf Reis
- Klinik für Psychiatrie, Neurologie, Psychosomatik und Psychotherapie im Kindes- und Jugendalter, Universität Rostock, Rostock
| | - Lutz Wartberg
- Fakultät für Humanwissenschaften, MSH Medical School Hamburg, Hamburg
| | - Rainer Thomasius
- Deutsches Zentrum für Suchtfragen des Kindes- und Jugendalters (DZSKJ), Universitätsklinikum Hamburg-Eppendorf, Hamburg
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Brakoulias V, Starcevic V, Albert U, Arumugham SS, Bailey BE, Belloch A, Borda T, Dell'Osso L, Elias JA, Falkenstein MJ, Ferrao YA, Fontenelle LF, Jelinek L, Kay B, Lochner C, Maina G, Marazziti D, Matsunaga H, Miguel EC, Morgado P, Pasquini M, Perez-Rivera R, Potluri S, Reddy JYC, Riemann BC, do Rosario MC, Shavitt RG, Stein DJ, Viswasam K, Fineberg NA. The rates of co-occurring behavioural addictions in treatment-seeking individuals with obsessive-compulsive disorder: a preliminary report. Int J Psychiatry Clin Pract 2020; 24:173-175. [PMID: 31916881 DOI: 10.1080/13651501.2019.1711424] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 11/06/2019] [Accepted: 12/23/2019] [Indexed: 10/25/2022]
Abstract
Objectives: To assess the rates of co-occurring putative 'behavioural addictions' in patients with obsessive-compulsive disorder (OCD).Methods: Twenty-three international centres specialising in the treatment of OCD were invited to participate in a survey of the rates of behavioural addictions and other relevant comorbidity within their samples.Results: Sixteen of 23 (69.6%) invited centres from 13 countries had sufficient data to participate in the survey. The use of validated diagnostic tools was discrepant, with most centres relying on a 'clinical diagnosis' to diagnose behavioural addictions. The final sample comprised of 6916 patients with a primary diagnosis of OCD. The reported rates of behavioural addictions were as follows: 8.7% for problematic internet use, 6.8% for compulsive sexual behaviour disorder, 6.4% for compulsive buying, 4.1% for gambling disorder and 3.4% for internet gaming disorder.Conclusions: Behavioural addictions should be better assessed for patients with OCD. The absence of diagnostic scales developed specifically for behavioural addictions and overlapping obsessive-compulsive phenomena such as compulsive checking of information on the internet may explain the relatively high rate of problematic internet use in this sample. The study encourages better efforts to assess and to conceptualise the relatedness of behavioural addictions to obsessive-compulsive 'spectrum' disorders.
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Affiliation(s)
- Vlasios Brakoulias
- Department of Psychiatry, Sydney Medical School - Nepean, The University of Sydney and Nepean Hospital, Sydney/Penrith, Australia
- School of Medicine, Blacktown Hospital, Western Sydney University, Sydney/Blacktown, Australia
| | - Vladan Starcevic
- Department of Psychiatry, Sydney Medical School - Nepean, The University of Sydney and Nepean Hospital, Sydney/Penrith, Australia
| | - Umberto Albert
- Department of Neuroscience, Rita Levi Montalcini, University of Turin, Torino, Italy
- Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Shyam S Arumugham
- Department of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, India
| | | | - Amparo Belloch
- Department of Personality Psychology, Research Unit for Obsessive-Compulsive and Related Disorders, I'TOC, Universidad de Valencia, Spain
| | - Tania Borda
- Bio-Behavioral Institute, Buenos Aires, Argentina
- Department of Psychology, Argentinian Catholic University (UCA), Buenos Aires, Argentina
| | - Liliana Dell'Osso
- Dipartimento di Medicina Clinica e Sperimentale, Section of Psychiatry, Univeristy of Pisa, Pisa, Italy
- Dipartmento di Farmacia, Univeristy of Pisa, Pisa, Italy
| | - Jason A Elias
- McLean Hospital/Harvard Medical School, Belmont, MA, USA
| | | | - Ygor A Ferrao
- Department of Psychiatry, Federal University of Health Sciences of Porto Alegre, Porto Alegre, Brazil
| | - Leonardo F Fontenelle
- Department of Psychiatry and Legal Medicine, D'Or Institute for Research and Education, Federal University of Rio de Janeiro
- Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Clayton, Australia
| | - Lena Jelinek
- Universitätsklinikum Hamburg-Eppendorf, Hamburg, Germany
| | - Brian Kay
- Rogers Memorial Hospital, Oconomowoc, WI, USA
| | - Christine Lochner
- Department of Psychiatry, MRC Unit on Anxiety Disorders, University of Stellenbosch, Cape Town, South Africa
| | - Giuseppe Maina
- Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Donatella Marazziti
- Dipartimento di Medicina Clinica e Sperimentale, Section of Psychiatry, Univeristy of Pisa, Pisa, Italy
| | - Hisato Matsunaga
- Department of Neuropsychiatry, Hyogo College of Medicine, Hyogo, Japan
| | - Euripedes C Miguel
- Department and Institute of Psychiatry, University of São Paulo, São Paulo, Brazil
| | - Pedro Morgado
- Life and Health Sciences Research Institute (ICVS), School of Health Sciences, University of Minho, Braga, Portugal
- ICVS-3Bs PT Government Associate Laboratory, Braga/Guimarães, Portugal
- Hospital de Braga, Braga, Portugal
| | - Massimo Pasquini
- Department of Human Neurosciences, University of Rome, Sapienza, Italy
| | | | | | - Janardhan Y C Reddy
- Department of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, India
| | | | - Maria C do Rosario
- Department of Psychiatry, Federal University of São Paulo, São Paulo, Brazil
| | - Roseli G Shavitt
- Department of Neuropsychiatry, Hyogo College of Medicine, Hyogo, Japan
| | - Dan J Stein
- Department of Psychiatry, MRC Unit on Anxiety Disorders, University of Stellenbosch, Cape Town, South Africa
| | - Kirupamani Viswasam
- Department of Psychiatry, Sydney Medical School - Nepean, The University of Sydney and Nepean Hospital, Sydney/Penrith, Australia
| | - Naomi A Fineberg
- Hertfordshire Partnership University NHS Foundation Trust, University of Hertfordshire, Hatfield, UK
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