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Huang S, Ma Z, Fan F. Unraveling the core symptoms across distinct trajectories of problematic Internet use among 27,577 adolescents: Cross-lagged panel network analyses. Addict Behav 2025; 167:108356. [PMID: 40203462 DOI: 10.1016/j.addbeh.2025.108356] [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: 12/11/2024] [Revised: 02/24/2025] [Accepted: 04/03/2025] [Indexed: 04/11/2025]
Abstract
Problematic Internet Use (PIU) often begins in adolescence and develops along diverse trajectories. Understanding the interaction between PIU symptoms and identifying the core PIU symptoms that drive distinct trajectories among adolescents are crucial. We employed cross-lagged panel network analyses to examine temporal relationships of PIU symptoms among Chinese adolescents across four developmental trajectories over two time points. A total of 27,577 adolescents (Mean age = 13.8, SD = 1.5) participated in this study. Demographic variables and PIU symptoms were collected from December 17 to 26, 2021 (T1) and from May 17 to June 5, 2022 (T2). The symptom "Reluctant to stop" in the resilient group and "Uncontrollable checking" in the alleviating group at T1 were most predictive of remission of other symptoms at T2, while "Empty life" in the deteriorating group and "Feeling of missing" in the persistent dysfunction group were most strongly associated with worsening of other PIU symptoms. Improving self-control is likely to promote healthy and beneficial Internet use among adolescents, while enhancing social connection and fostering exercise habits may help mitigate negative emotions and reduce the emergence of additional PIU symptoms among adolescents who have developed PIU.
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Affiliation(s)
- Shuiqing Huang
- Department of Pedagogy and Educational Science, Faculty of Behavioural and Social Sciences, University of Groningen, Netherlands
| | - Zijuan Ma
- School of Psychology, South China Normal University, Guangzhou, China
| | - Fang Fan
- School of Psychology, South China Normal University, Guangzhou, China.
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Halkett A, Hinshaw SP. Problematic social Internet use and associations with ADHD symptoms in girls: a longitudinal observational study. BMC Public Health 2024; 24:2850. [PMID: 39415128 PMCID: PMC11484235 DOI: 10.1186/s12889-024-20381-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Accepted: 10/11/2024] [Indexed: 10/18/2024] Open
Abstract
BACKGROUND Problematic Internet use (i.e., Internet use that disrupts functioning in other important domains; PIU) is increasingly prevalent worldwide, particularly among youth. One form of PIU relates specifically to interpersonal interaction and communication, deemed social PIU. Social PIU has been linked to various forms of psychopathology, including attention-deficit/hyperactivity disorder (ADHD). Yet with limited longitudinal research, the direction of this association remains unclear. Moreover, little research investigates whether social PIU is linked to one or both symptom dimensions of ADHD (inattention vs. hyperactivity/impulsivity). METHODS The present study utilized data from the largest extant longitudinal study of girls with childhood-diagnosed ADHD (N = 228). Linear regression and structural equation models were used to analyze social PIU as both a prospective predictor and outcome of ADHD symptoms. RESULTS Inattentive ADHD symptoms were positively associated with concurrent social PIU in initial regression models but were non-significant in path analyses. Social PIU was only marginally significant in predicting subsequent inattention six years later. Symptoms of hyperactivity/impulsivity were unrelated to social PIU among girls at either time point. CONCLUSIONS Inattentive ADHD symptoms were initially positively linked to concurrent problems with social Internet use, but bidirectional associations were non-significant in path analyses. Relations between PIU and ADHD in girls may be less robust than previously thought, although further longitudinal research with clinical samples is needed to clarify which groups of adolescents are particularly vulnerable to social PIU and its long-term effects.
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Affiliation(s)
- Ashley Halkett
- Department of Psychology, University of California, 2121 Berkeley Way West, Berkeley, CA, 94704, USA.
| | - Stephen P Hinshaw
- Department of Psychology, University of California, 2121 Berkeley Way West, Berkeley, CA, 94704, USA
- Department of Psychiatry and Behavioral Sciences, UCSF Weill Institute for Neurosciences, University of California, San Francisco, CA, 94143, USA
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Kappi AA, El-Etreby RR, Badawy GG, Ebrahem G, Hamed WES. Effects of memory and attention on the association between video game addiction and cognitive/learning skills in children: mediational analysis. BMC Psychol 2024; 12:364. [PMID: 38915089 PMCID: PMC11197193 DOI: 10.1186/s40359-024-01849-9] [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: 04/16/2024] [Accepted: 06/10/2024] [Indexed: 06/26/2024] Open
Abstract
BACKGROUND Video games have become a prevalent source of entertainment, especially among children. Furthermore, the amount of time spent playing video games has grown dramatically. The purpose of this research was to examine the mediation effects of attention and child memory on the relationship between video games addiction and cognitive and learning abilities in Egyptian children. METHODS A cross-sectional research design was used in the current study in two schools affiliated with Dakahlia District, Egypt. The study included 169 children aged 9 to 13 who met the inclusion criteria, and their mothers provided the questionnaire responses. The data collection methods were performed over approximately four months from February to May. Data were collected using different tools: Socio-demographic Interview, Game Addiction Scale for Children (GASC), Children's Memory Questionnaire (CMQ), Clinical Attention Problems Scale, Learning, Executive, and Attention Functioning (LEAF) Scale. RESULTS There was a significant indirect effect of video game addiction on cognitive and learning skills through attention, but not child memory. Video game addiction has a significant impact on children's attention and memory. Both attention and memory have a significant impact on a child's cognitive and learning skills. CONCLUSIONS These results revealed the significant effect of video game addiction on cognitive and learning abilities in the presence of mediators. It also suggested that attention-focused therapies might play an important role in minimizing the harmful effects of video game addiction on cognitive and learning abilities.
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Affiliation(s)
- Amani Ali Kappi
- Department of Nursing, College of Nursing, Jazan University, Jazan, Kingdom of Saudi Arabia
| | - Rania Rabie El-Etreby
- Psychiatric and Mental Health Nursing Department, College of Nursing, Mansoura University, Mansoura, Egypt
| | - Ghada Gamal Badawy
- Pediatric Nursing Department, College of Nursing, Mansoura University, Mansoura, Egypt
| | - Gawhara Ebrahem
- Pediatric Nursing Department, College of Nursing, Mansoura University, Mansoura, Egypt
| | - Warda El Shahat Hamed
- Psychiatric and Mental Health Nursing Department, College of Nursing, Mansoura University, Mansoura, Egypt.
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Messena M, Everri M. Unpacking the relation between children's use of digital technologies and children's well-being: A scoping review. Clin Child Psychol Psychiatry 2023; 28:161-198. [PMID: 36138339 PMCID: PMC9902989 DOI: 10.1177/13591045221127886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Over the last decade, a substantial number of studies have addressed children's use of technologies and their impact on well-being. Nonetheless, there is still a lack of clarity on the operationalisation of technology use, well-being, and the relation between the two. This scoping review intended to shed lights on Digital Technologies Use, its operationalisation, and the relation between Digital Technologies Negative Use (DTNU) and children's well-being. For the scope of the special issue we focused on negative use. Results showed two conceptualisations of DTNU: compulsive/addictive use of devices and the Internet (e.g., Internet addiction) and negative online experiences/risky behaviours (e.g., cyberbullying). Well-being in relation to DTNU was mainly studied in terms of psycho/social dimensions (e.g., depression), and a gap in cognitive well-being studies was identified. Study designs were largely quantitative, and, in most studies, well-being was considered as a predictor of DTNU. Also, research with children under 12 years was lacking. Future research on DTNU should look at: how dimensions of addiction and negative online experiences relate; provide more evidence on cognitive well-being; explore the interplay of well-being multiple components relying on integrative conceptual frameworks. The recent notion of digital well-being should also be explored considering the results of this review.
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Podrigalo LV, Iermakov SS, Jagiello W. Metabolic and Endocrine Changes Determined in Saliva of Adolescents Engaged in Computer Gaming. BIOMED RESEARCH INTERNATIONAL 2020; 2020:1649759. [PMID: 33381543 PMCID: PMC7762648 DOI: 10.1155/2020/1649759] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 11/06/2020] [Accepted: 12/10/2020] [Indexed: 12/19/2022]
Abstract
Passion for computer games negatively affects the health level of schoolchildren. Among the approaches to monitoring the functional state of such schoolchildren, the most informative and painless is the study of the saliva. The study involved 45 children, aged 14.00 ± 0.21 years, and divided according to the contact's intensity with computer games. The following indicators of lipid peroxidation (LPO) were determined in the saliva: indicators of the antioxidant (AO) system, concentration of immunoglobulin A, and hormonal indicators. The significant increases in the catecholamine (adrenaline) level for 2.3 times and biogenic amine-serotonin for 35.5% and increase in the LPO-DC product concentration in gamers for 75.8% were revealed. The study of the schoolchildren's homeostasis peculiarities confirmed the adequacy of the use of biochemical techniques to assess the condition of children gamers. They have a prenosological condition. This is reflected in the increase in LPO intensity, failure of the protective AO system, imbalance of hormonal state, and immunity deterioration. Information on the evaluation of the LPO activity processes and the AO system condition and the degree of the balance's shift between prooxidants and antioxidants in biological substrates can be considered objective and very sensitive indicators of the general condition, activity, and improvement of the regulation and maintenance of homeostasis.
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Affiliation(s)
| | | | - Wladyslaw Jagiello
- Department of Sport, Gdansk University of Physical Education and Sport, Gdansk, Poland
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Farchakh Y, Haddad C, Sacre H, Obeid S, Salameh P, Hallit S. Video gaming addiction and its association with memory, attention and learning skills in Lebanese children. Child Adolesc Psychiatry Ment Health 2020; 14:46. [PMID: 33308272 PMCID: PMC7733285 DOI: 10.1186/s13034-020-00353-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 12/04/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Examining whether any association exists between addiction to video games and cognitive abilities in children could inform ongoing prevention and management of any possible harm. The objective of this study was to investigate the associations between addiction to video games, and memory, attention and learning abilities among a sample of Lebanese school children. METHODS This cross-sectional study, conducted between January and May 2019, enrolled 566 school children aged between 9 and 13 years. Three private schools were chosen conveniently for this study. Students were randomly chosen from the list given by the school administration. The students' parents are those who responded to the questionnaire. RESULTS The results showed that higher addiction to video gaming salience was significantly associated with worse episodic memory, problem solving, basic reading skills, written expression skills and worse clinical attention. Higher addiction to video gaming tolerance were significantly associated with worse novel problem solving and worse attention. Higher addiction to video gaming withdrawal were significantly associated with worse attention, factual memory, attention, processing speed, visual spatial organization, sustained sequential processing, working memory, novel problem solving and worse written expression skills. CONCLUSION The results suggest a correlation between addiction to video games and worse memory, attention, as well as cognitive and academic abilities among school children. Those findings indicate the need for more extensive research, and serve to highlight vital next steps needed in future papers, such as identifying predicting factors that could aid in early detection of video gaming addiction in children.
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Affiliation(s)
- Youssef Farchakh
- grid.444434.70000 0001 2106 3658Faculty of Medicine and Medical Sciences, Holy Spirit University of Kaslik (USEK), Jounieh, Lebanon
| | - Chadia Haddad
- Research and Psychology Departments, Psychiatric Hospital of the Cross, P.O. Box 60096, Jal Eddib, Lebanon ,grid.9966.00000 0001 2165 4861INSERM, Univ. Limoges, CH Esquirol, IRD, U1094 Tropical Neuroepidemiology, Institute of Epidemiology and Tropical Neurology, GEIST, Limoges, France
| | - Hala Sacre
- INSPECT-LB: Institut National de Santé Publique, Epidémiologie Clinique Et Toxicologie-Liban, Beirut, Lebanon
| | - Sahar Obeid
- Research and Psychology Departments, Psychiatric Hospital of the Cross, P.O. Box 60096, Jal Eddib, Lebanon. .,INSPECT-LB: Institut National de Santé Publique, Epidémiologie Clinique Et Toxicologie-Liban, Beirut, Lebanon. .,Faculty of Arts and Sciences, Holy Spirit University of Kaslik (USEK), Jounieh, Lebanon.
| | - Pascale Salameh
- INSPECT-LB: Institut National de Santé Publique, Epidémiologie Clinique Et Toxicologie-Liban, Beirut, Lebanon ,grid.411324.10000 0001 2324 3572Faculty of Pharmacy, Lebanese University, Beirut, Lebanon ,grid.413056.50000 0004 0383 4764Faculty of Medicine, University of Nicosia, Nicosia, Cyprus
| | - Souheil Hallit
- Faculty of Medicine and Medical Sciences, Holy Spirit University of Kaslik (USEK), Jounieh, Lebanon. .,INSPECT-LB: Institut National de Santé Publique, Epidémiologie Clinique Et Toxicologie-Liban, Beirut, Lebanon.
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Marin MG, Nuñez X, de Almeida RMM. Internet Addiction and Attention in Adolescents: A Systematic Review. CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING 2020; 24:237-249. [PMID: 33121255 DOI: 10.1089/cyber.2019.0698] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Internet addiction (IA) has been explored worldwide and involves some features that might harm social, psychological, and functional aspects. The vulnerability of adolescents might result in some addictive behaviors, and the Internet is one of them. The aim of this systematic review was to identify empirical studies that have been done to explore instruments that have been used to assess IA and to verify what variables and comorbidities are related to IA in adolescents, including executive functions, such as attention. To accomplish our aim, a systematic search was conducted in the following databases: PubMed, Web of Science, and PsycINFO. Some inclusion and exclusion criteria were used to select the studies and 44 in total were analyzed independently. The results showed that the most used instrument to assess IA is the Young's Internet Addiction Test. A few studies have been developed in the Western world, and most of them have analyzed attention bias in attention-deficit/hyperactivity disorder (ADHD) and non-ADHD groups. Furthermore, other variables have been widely explored in the studies, such as depression, sleeping patterns, body weight, aggressiveness, and other addictive substances.
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Affiliation(s)
- Maísa Gelain Marin
- Programa de Pós-Graduação em Psicologia, Instituto de Psicologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,Laboratório de Psicologia Experimental, Neurociências e Comportamento (LPNeC), UFRGS, Porto Alegre, Brazil
| | - Xiomara Nuñez
- Programa de Pós-Graduação em Psicologia, Instituto de Psicologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,Laboratório de Psicologia Experimental, Neurociências e Comportamento (LPNeC), UFRGS, Porto Alegre, Brazil
| | - Rosa Maria Martins de Almeida
- Programa de Pós-Graduação em Psicologia, Instituto de Psicologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,Laboratório de Psicologia Experimental, Neurociências e Comportamento (LPNeC), UFRGS, Porto Alegre, Brazil
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Sarmiento A, Zych I, Herrera-López M, Delgado Sánchez U, Oksanen A. Psychometric Properties of the Compulsive Internet Use Scale in Spain, Colombia, and Mexico. CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING 2020; 24:108-116. [PMID: 33047977 DOI: 10.1089/cyber.2020.0046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Information and communication technologies provide a new context for interpersonal relationships, learning and professional activities. Nevertheless, there are several risks related to technology use, including compulsive Internet use. Even though compulsive Internet use has been identified as an important problem behavior in young people, there are still gaps in knowledge regarding its measurement in Spanish-speaking countries. Thus, the objective of this study was to validate the Compulsive Internet Use Scale (CIUS) in Spain, Colombia, and Mexico using a sample of 2,090 15-30 year olds. Results showed that the questionnaire has excellent psychometric properties and confirmed its original unidimensional factor structure. Inter-item polychoric correlations showed optimum values that indicated consistency and high quality of the construct. A confirmatory factor analysis showed an excellent model fit for all the subsamples, including Spain, Colombia, and Mexico. A multigroup analysis showed measurement invariance across the studied countries. Given that the CIUS is one of the most popular instruments used to measure excessive Internet use around the world, it can now be used in crossnational comparative studies, including Spain, Colombia, and Mexico, together with other countries. It can also be used to evaluate intervention programs in the studied countries.
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Affiliation(s)
| | - Izabela Zych
- Department of Psychology, University of Cordoba, Cordoba, Spain
| | - Mauricio Herrera-López
- Department of Psychology, Faculty of Humanity Sciences, Universidad de Nariño, Pasto, Colombia
| | | | - Atte Oksanen
- Faculty of Social Sciences, Tampere University, Tampere, Finland
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Cataldo I, Lepri B, Neoh MJY, Esposito G. Social Media Usage and Development of Psychiatric Disorders in Childhood and Adolescence: A Review. Front Psychiatry 2020; 11:508595. [PMID: 33519535 PMCID: PMC7838524 DOI: 10.3389/fpsyt.2020.508595] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 11/02/2020] [Indexed: 12/15/2022] Open
Abstract
Social media platforms, such as Facebook, Twitter, and Instagram, are now part of almost everyone's social life, especially for the newer generations. Children and teenagers grew up together with these Internet-based services, which have become an integral part of their personal and social life. However, as reported in various studies, psychological and psychiatric problems are sometimes associated with problematic usage of social media. The primary purpose of this review is to provide an overview of the cognitive, psychological, and social outcomes correlated with a problematic use of social media sites during the developmental stages, from age 10 to 19 years. With a specific focus on depression, anxiety, eating, and neurodevelopmental disorders, the review also discusses evidence related to genetic and neurobiological issues, together with the implications in clinical work and future directions under a multidisciplinary perspective. While the scientific community has made significant progress in enhancing our understanding of the impact of social media on teenagers' lives, more research integrating biological and environmental factors is required to fully elucidate the development of these disorders.
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Affiliation(s)
- Ilaria Cataldo
- Affiliative Behavior and Physiology Lab, Department of Psychology and Cognitive Science, University of Trento, Trento, Italy.,Mobile and Social Computing Lab, Bruno Kessler Foundation, Trento, Italy
| | - Bruno Lepri
- Mobile and Social Computing Lab, Bruno Kessler Foundation, Trento, Italy
| | - Michelle Jin Yee Neoh
- Social and Affective Neuroscience Lab, Psychology Program, School of Social Sciences, Nanyang Technological University, Singapore, Singapore
| | - Gianluca Esposito
- Affiliative Behavior and Physiology Lab, Department of Psychology and Cognitive Science, University of Trento, Trento, Italy.,Social and Affective Neuroscience Lab, Psychology Program, School of Social Sciences, Nanyang Technological University, Singapore, Singapore.,Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
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