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Zhu X, Griffiths H, Xiao Z, Ribeaud D, Eisner M, Yang Y, Murray AL. Trajectories of Screen Time across Adolescence and Their Associations with Adulthood Mental Health and Behavioral Outcomes. J Youth Adolesc 2023; 52:1433-1447. [PMID: 37148440 PMCID: PMC10175337 DOI: 10.1007/s10964-023-01782-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 04/18/2023] [Indexed: 05/08/2023]
Abstract
Excessive screen time among adolescents is discussed as a significant public health concern. Identifying adolescent longitudinal patterns of time spent on regularly-used media screens and understanding their young adulthood mental health and behavioral issue correlates may help inform strategies for improving these outcomes. This study aimed to characterize joint developmental patterns of time spent on videogames, surfing/chatting the Internet, and TV/DVDs during adolescence (at ages 11, 13, 15, 17) and their associations with mental health (i.e., depression, anxiety, suicidal ideation, and self-injury) and behavioral issues (i.e., substance use, delinquency, aggression) in early adulthood (at age 20). A parallel-process latent class growth analysis was used to model data from a diverse community-ascertained sample of youth in Zurich, Switzerland (n = 1521; 51.7% males). Results suggested that a five-class model best fitted the data: (1) low-screen use, 37.6%; (2) increasing chatting/surfing, 24.0%; (3) moderate-screen use, 18.6%; (4) early-adolescence screen use, 9.9%; and (5) increasing videogame and chatting/surfing, 9.9%. After adjusting for baseline levels of outcomes (primarily at age 11), the trajectory groups differed in their associations with adulthood outcomes of mental health and behavioral problems, indicating the importance of problematic screen usage patterns in predicting these outcomes. Future research to test the directionality of these associations will be important. These findings suggest which patterns of screen use may be a marker for later mental health and behavioral issues in different domains.
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Affiliation(s)
- Xinxin Zhu
- Department of Psychology, University of Edinburgh, Edinburgh, UK.
| | - Helen Griffiths
- Department of Clinical and Health Psychology, University of Edinburgh, Edinburgh, UK
| | - Zhuoni Xiao
- Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Denis Ribeaud
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
| | - Manuel Eisner
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
- Institute of Criminology, University of Cambridge, Cambridge, UK
| | - Yi Yang
- Department of Psychology, University of Edinburgh, Edinburgh, UK
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Gallegos C, Connor K, Zuba L. Addressing internet gaming disorder in children and adolescents. Nursing 2021; 51:34-38. [PMID: 34807860 DOI: 10.1097/01.nurse.0000800088.75612.0f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
ABSTRACT Internet gaming disorder (IGD) has been recognized as a potential behavioral addiction that warrants further research. This article discusses the signs, symptoms, and risk factors of this behavioral addiction as well as nursing interventions to support children and adolescents with IGD and their families.
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Affiliation(s)
- Cara Gallegos
- At Boise State University's School of Nursing, Cara Gallegos and Kelley Connor are associate professors, and Lauren Zuba is an undergraduate nursing student
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Chen C, Yang C, Nie Q. Social-Emotional Learning Competencies and Problematic Internet Use among Chinese Adolescents: A Structural Equation Modeling Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18063091. [PMID: 33802858 PMCID: PMC8002824 DOI: 10.3390/ijerph18063091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 03/15/2021] [Accepted: 03/15/2021] [Indexed: 11/24/2022]
Abstract
To advance the understanding about social-cognitive factors related to Chinese adolescents’ experience with problematic Internet use (PIU), we examined the associations between social-emotional learning (SEL) competencies (i.e., responsible decision-making, social awareness, self-management, self-awareness, and social relationship) and problematic Internet use (PIU) among 1141 11th grade high school students from Southwest China. Through comparing the latent means of PIU across students with different demographic background (i.e., gender, social-economic status, left-behind status), the study found that male students endorsed higher levels of overall PIU and more problematic time management with Internet use than female students. No latent PIU mean differences were observed across family income and students’ left-behind status. Using structural equation modeling (SEM) while controlling for demographic factors, overall SEL competencies were found to have a significantly negative association with PIU. Meanwhile, all five SEL domains were also negatively associated with students’ PIU. The findings imply the importance of fostering SEL competencies in preventing PIU among Chinese adolescents. The study provides important practical implications for informing school-based SEL competencies programs for PIU prevention among Chinese youths.
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Affiliation(s)
- Chun Chen
- Department of Counseling, Clinical, and School Psychology, University of California Santa Barbara, Santa Barbara, CA 93106, USA;
| | - Chunyan Yang
- Graduate School of Education, University of California Berkeley, Berkeley, CA 94720, USA
- Correspondence:
| | - Qian Nie
- Faculty of Psychology, Southwest University, Chongqing 400715, China;
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Yu S, Mao S, Wu AMS. The interplay among stress, frustration tolerance, mindfulness, and social support in Internet gaming disorder symptoms among Chinese working adults. Asia Pac Psychiatry 2018; 10:e12319. [PMID: 29797779 DOI: 10.1111/appy.12319] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 04/18/2018] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Internet gaming disorder (IGD) is a growing mental health threat across age groups, but existing literature regarding IGD mainly focuses on student populations. Empirical investigation of the risk and protective factors in adult populations is warranted. This study aimed to fill the research gap by examining whether stress and 3 positive psychology factors (ie, frustration tolerance, mindfulness, and social support) are associated with IGD symptoms in working adults. It was also the first attempt to test the buffering effects of these positive psychology factors on the relationship between stress and IGD vulnerability. METHOD This cross-sectional study was conducted in Shenzhen, China. We recruited 327 full-time working Chinese adults (mean age = 31.93 years), who had online gaming experience and voluntarily completed an anonymous questionnaire with DSM-5 criteria to measure their IGD symptoms. RESULTS Internet gaming disorder symptoms were positively correlated with stress and negatively correlated with the 3 positive psychology factors, among which mindfulness emerged as the most salient protective factor. Moreover, mindfulness, but not frustration tolerance and social support, was found to significantly alleviate the relationship between stress and IGD. DISCUSSION Our findings provide supportive evidence for the protective and moderating roles of positive psychology variables against IGD among Chinese working adults. Workplace-based prevention programs may take the identified factors into account to help promote individuals' personal resources to mitigate development of IGD.
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Affiliation(s)
- Shu Yu
- Department of Psychology, Faculty of Social Sciences, University of Macau, Macau, China
| | - Sijie Mao
- Department of Psychology, Faculty of Social Sciences, University of Macau, Macau, China
| | - Anise M S Wu
- Department of Psychology, Faculty of Social Sciences, University of Macau, Macau, China
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Zhou X, Zhen R, Wu X. Trajectories of Problematic Internet Use among adolescents over time since Wenchuan earthquake. COMPUTERS IN HUMAN BEHAVIOR 2018. [DOI: 10.1016/j.chb.2018.02.030] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Stavropoulos V, Gomez R, Steen E, Beard C, Liew L, Griffiths MD. The longitudinal association between anxiety and Internet addiction in adolescence: The moderating effect of classroom extraversion. J Behav Addict 2017; 6:237-247. [PMID: 28517956 PMCID: PMC5520123 DOI: 10.1556/2006.6.2017.026] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Background and aims The risk effect of anxiety on addictive behaviors, including Internet addiction (IA), has repeatedly been highlighted in the international literature. However, there is a lack of longitudinal studies examining this association in relation to proximal context effects, particularly in adolescence. Such findings would shed light on potential age- and proximal context-related variations in the anxiety-IA association that could better inform IA prevention and intervention initiatives. Methods In this study, 648 adolescents, embedded in 34 classrooms, were assessed at the age of 16 and again at the age of 18 to examine the effect of anxiety on IA behaviors in relation to the average level of classroom extraversion. IA was assessed with the Internet Addiction Test (Young, 1998), anxiety with the relevant subscale of the Symptom Checklist 90 - Revised (Derogatis & Savitz, 1999) and classroom extraversion with the synonymous subscale of the Five Factor Questionnaire (Asendorpf & van Aken, 2003). A three-level hierarchical linear model was calculated. Results The present findings demonstrated that: (a) higher levels of anxiety were significantly associated with higher IA behaviors, (b) the strength of this association did not vary over time (between 16 and 18 years old), and (c) however, it tended to weaken within classrooms higher in extraversion. Discussion This study indicated that the contribution of individual IA risk factors might differently unfold within different contexts.
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Affiliation(s)
- Vasileios Stavropoulos
- Department of Psychology, University of Athens, Athens, Greece,Department of Psychology, Federation University Australia, Ballarat, VIC, Australia,Corresponding author: Vasileios Stavropoulos; School of Health Sciences and Psychology, Faculty of Health, Federation University Australia, Office H206, Building H, Mt Helen Campus, PO Box 663, Ballarat, VIC 3353, Australia; Phone: +61 0450903687; Fax: +61 353279018; E-mail:
| | - Rapson Gomez
- Department of Psychology, Federation University Australia, Ballarat, VIC, Australia
| | - Eloisa Steen
- Department of Psychology, Flinders University, Adelaide, SA, Australia
| | - Charlotte Beard
- Department of Psychology, Palo Alto University, Palo Alto, CA, USA
| | - Lucas Liew
- Department of Psychology, Federation University Australia, Ballarat, VIC, Australia
| | - Mark D. Griffiths
- International Gaming Unit, Psychology Division, Nottingham Trent University, Nottingham, UK
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Liao GY, Huang HC, Teng CI. Who are likely to experience disconfirmation? Impact of temperament and character on disconfirmation. COMPUTERS IN HUMAN BEHAVIOR 2017. [DOI: 10.1016/j.chb.2016.12.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Stavropoulos V, Kuss DJ, Griffiths MD, Wilson P, Motti-Stefanidi F. MMORPG gaming and hostility predict Internet Addiction symptoms in adolescents: An empirical multilevel longitudinal study. Addict Behav 2017; 64:294-300. [PMID: 26410795 DOI: 10.1016/j.addbeh.2015.09.001] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2015] [Revised: 08/25/2015] [Accepted: 09/03/2015] [Indexed: 11/28/2022]
Affiliation(s)
- Vasilis Stavropoulos
- University of Athens, 304/218 High Street, Ashburton, Victoria P.C. 3147, Greece.
| | | | | | - Peter Wilson
- Australian Catholic University, 115 Victoria Pde., Melbourne VIC 3065, Australia.
| | - Frosso Motti-Stefanidi
- University of Athens, School of Philosophy, Panepistimiopolis, Ilissia, Athens, P.C. 157 84, Greece.
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Anderson EL, Steen E, Stavropoulos V. Internet use and Problematic Internet Use: a systematic review of longitudinal research trends in adolescence and emergent adulthood. INTERNATIONAL JOURNAL OF ADOLESCENCE AND YOUTH 2016. [DOI: 10.1080/02673843.2016.1227716] [Citation(s) in RCA: 121] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Affiliation(s)
- Emma Louise Anderson
- School of Health, Science and Psychology, Federation University Australia, Ballarat, Australia
| | - Eloisa Steen
- School of Psychology, Social Work and Social Policy, University of South Australia, Ballarat, Australia
| | - Vasileios Stavropoulos
- School of Health, Science and Psychology, Federation University Australia, Ballarat, Australia
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García-Oliva C, Piqueras JA. Experiential Avoidance and Technological Addictions in Adolescents. J Behav Addict 2016; 5:293-303. [PMID: 27363463 PMCID: PMC5387780 DOI: 10.1556/2006.5.2016.041] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Revised: 03/23/2016] [Accepted: 05/17/2016] [Indexed: 11/19/2022] Open
Abstract
Background and aims This study focuses on the use of popular information and communication technologies (ICTs) by adolescents: the Internet, mobile phones, and video games. The relationship of ICT use and experiential avoidance (EA), a construct that has emerged as underlying and transdiagnostic to a wide variety of psychological problems, including behavioral addictions, is examined. EA refers to a self-regulatory strategy involving efforts to control or escape from negative stimuli such as thoughts, feelings, or sensations that generate strong distress. This strategy, which may be adaptive in the short term, is problematic if it becomes an inflexible pattern. Thus, the aim of this study was to explore whether EA patterns were associated with addictive or problematic use of ICT in adolescents. Methods A total of 317 students of the Spanish southeast between 12 and 18 years old were recruited to complete a questionnaire that included questions about general use of each ICTs, an experiential avoidance questionnaire, a brief inventory of the Big Five personality traits, and specific questionnaires on problematic use of the Internet, mobile phones, and video games. Results Correlation analysis and linear regression showed that EA largely explained results regarding the addictive use of the Internet, mobile phones, and video games, but not in the same way. As regards gender, boys showed a more problematic use of video games than girls. Concerning personality factors, conscientiousness was related to all addictive behaviors. Discussion and conclusions We conclude that EA is an important construct that should be considered in future models that attempt to explain addictive behaviors.
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You S, Lim SA. Longitudinal predictors of cyberbullying perpetration: Evidence from Korean middle school students. PERSONALITY AND INDIVIDUAL DIFFERENCES 2016. [DOI: 10.1016/j.paid.2015.10.019] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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