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Șipoș R, Văidean T, Răpciuc AM, Poetar CR, Predescu E. Analysing Digital Engagement Patterns: A Machine Learning Investigation into Social Anxiety Among Adolescents with ADHD. J Clin Med 2024; 13:7461. [PMID: 39685919 DOI: 10.3390/jcm13237461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Revised: 11/28/2024] [Accepted: 12/05/2024] [Indexed: 12/18/2024] Open
Abstract
Background: The relationship between screen time and mental health among adolescents, particularly those identified as "digital natives", has become increasingly pertinent, especially in the context of heightened digital engagement during the COVID-19 pandemic. This study aims to examine the associations between digital engagement patterns, ADHD severity, and anxiety symptoms in adolescents aged 11-18. Methods: A cross-sectional observational study was conducted with a sample of 97 adolescents diagnosed with ADHD. Participants completed validated questionnaires assessing daily digital activities and anxiety symptoms while caregivers provided additional contextual information. Data were analyzed using Random Forest regression to identify relationships between screen time, ADHD severity, and anxiety symptoms. Results: The findings indicate an average screen time of 6.6 h on weekdays and 8.1 h on weekends, with social media emerging as the primary activity, particularly among female participants. Notable gender differences were identified, with family dynamics influencing digital engagement; family disputes had a more significant impact on girls than boys. Furthermore, specific anxiety traits, i.e., physical symptoms and harm avoidance, significantly predicted time spent on social media across all genders considered in the study, while others, namely social anxiety and separation anxiety, were less valuable. Conclusions: This study highlights the complex interplay between screen time, ADHD, and anxiety symptoms in adolescents. These findings underscore the importance of tailored interventions that address the nuanced relationships between digital engagement and mental health in this population, warranting further research to develop effective management strategies.
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Affiliation(s)
- Roxana Șipoș
- Department of Neuroscience, Psychiatry and Pediatric Psychiatry, "Iuliu Hatieganu" University of Medicine and Pharmacy, 57 Republicii Street, 400489 Cluj-Napoca, Romania
| | - Tudor Văidean
- Department of Neuroscience, Psychiatry and Pediatric Psychiatry, "Iuliu Hatieganu" University of Medicine and Pharmacy, 57 Republicii Street, 400489 Cluj-Napoca, Romania
- Department of Clinical Psychology and Psychotherapy, Faculty of Psychology and Educational Sciences, Babeş-Bolyai University, 37 Republicii Street, 400015 Cluj-Napoca, Romania
| | - Andreea-Marlena Răpciuc
- Clinical Department of Nephrology, County Emergency Clinical Hospital Cluj, 3-5 Clinicilor Street, 400006 Cluj-Napoca, Romania
| | - Costina-Ruxandra Poetar
- Department of Clinical Psychology and Psychotherapy, Faculty of Psychology and Educational Sciences, Babeş-Bolyai University, 37 Republicii Street, 400015 Cluj-Napoca, Romania
| | - Elena Predescu
- Department of Neuroscience, Psychiatry and Pediatric Psychiatry, "Iuliu Hatieganu" University of Medicine and Pharmacy, 57 Republicii Street, 400489 Cluj-Napoca, Romania
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Borumandnia N, Alvani MS, Fattahi P, Gohari MR, Kheirolahkhani Y, Alavimajd H. Global Trends in Childhood Sexual Abuse and Bullying Victimization in 204 Countries: A Comprehensive Analysis From 1990 to 2019. J Prev Med Public Health 2024; 57:530-539. [PMID: 39164110 PMCID: PMC11626108 DOI: 10.3961/jpmph.24.007] [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: 01/01/2024] [Revised: 06/10/2024] [Accepted: 06/18/2024] [Indexed: 08/22/2024] Open
Abstract
OBJECTIVES No comprehensive analysis has yet been published regarding global trends in childhood sexual abuse (CSA) and bullying victimization (BV). The present study offers a longitudinal perspective on their prevalence worldwide. METHODS CSA and BV rates were extracted from the Global Burden of Disease study, spanning the years 1990 to 2019 across 204 countries. Trends by gender, region, and human development index (HDI) were examined. RESULTS For both boys and girls, and in both high-HDI and low-HDI countries, CSA rates did not significantly change from 1990 to 2019 (p>0.05). However, BV rates increased significantly in high-HDI and low-HDI countries for both genders (p<0.001). Subsequently, we analyzed trends separately by gender across all countries, without considering development level. In this analysis, CSA rates among girls decreased from 1990 to 2000, followed by an increasing tendency after 2000; overall, an upward trend was evident between 1990 and 2019 (p=0.029). In contrast, no significant pattern was observed for boys. Notably, BV demonstrated an increasing trend across all regions when HDI was not considered (p<0.05), with African populations experiencing the most pronounced rise (p<0.001). Globally, boys consistently exhibited higher BV rates than girls. CONCLUSIONS Our research indicates that, on a global scale, rates of CSA among girls have been rising. Additionally, BV rates have increased in all regions for both boys and girls. Notably, this trend in BV rates is occurring irrespective of HDI. These findings underscore the necessity for targeted interventions in areas with high rates of CSA and BV.
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Affiliation(s)
- Nasrin Borumandnia
- Urology and Nephrology Research Centre, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Epidemiology and Biostatistics, Tehran Medical Sciences Branch, Islamic Azad University, Tehran, Iran
| | | | - Payam Fattahi
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mahmood Reza Gohari
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | | | - Hamid Alavimajd
- Department of Biostatistics, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Liu Y, Tan D, Wang P, Xiao T, Wang X, Zhang T. Physical activity moderated the mediating effect of self-control between bullying victimization and mobile phone addiction among college students. Sci Rep 2024; 14:20855. [PMID: 39242798 PMCID: PMC11379861 DOI: 10.1038/s41598-024-71797-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Accepted: 08/30/2024] [Indexed: 09/09/2024] Open
Abstract
This study aims to investigate the relationship between bullying victimization and mobile phone addiction (MPA) among college students, taking into consideration the mediating role of self-control and the moderating role of physical activity. A self-report survey was administered to college students from 4 universities in Guangxi, Liaoning, and Hunan provinces in China. Participants were asked to report their experiences of bullying victimization, level of MPA, self-control, and physical activity. Descriptive statistics, correlation analysis, and regression analysis were conducted to analyze the data. Mediation and moderation models were subsequently established to examine the relationships between variables. The results indicated a positive correlation between bullying victimization and MPA among college students. Additionally, bullying victimization was negatively correlated with self-control. Bullying victimization significantly predicted MPA, and self-control partially mediated this relationship. Furthermore, physical activity moderated the association between bullying victimization and self-control among college students. The findings suggest that self-control plays a partial mediating role in the relationship between bullying victimization and MPA among college students. Moreover, physical activity weakens the association between bullying victimization and self-control. Therefore, promoting physical activity to reduce MPA among college students who have experienced bullying victimization is highly recommended.
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Affiliation(s)
- Yang Liu
- School of Sports Science, Jishou University, Jishou, China.
| | - Dan Tan
- School of Sports Science, Jishou University, Jishou, China
| | - Pengfei Wang
- School of Kinesiology and Health Promotion, Dalian University of Technology, Dalian, China
| | - Ting Xiao
- School of Sports Science, Jishou University, Jishou, China
| | - Xubo Wang
- School of Sports Science, Jishou University, Jishou, China
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Liu Y, Tan D, Wang P, Xiao T, Wang X, Zhang T. Physical activity moderated the mediating effect of self-control between bullying victimization and mobile phone addiction among college students. Sci Rep 2024; 14:20855. [DOI: 6 liu, y., tan, d., wang, p.et al.physical activity moderated the mediating effect of self-control between bullying victimization and mobile phone addiction among college students.sci rep 14, 20855 (2024).https:/doi.org/10.1038/s41598-024-71797-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Accepted: 08/30/2024] [Indexed: 03/28/2025] Open
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Sepas A, Bangash AH, Nielsen RE, Yang W, El-Hussuna A. The Association between Problematic Instagram Use, Psychological Distress, and Well-Being: A Systematic Review and Meta-Analysis. CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2024; 27:641-650. [PMID: 39016530 DOI: 10.1089/cyber.2023.0222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/18/2024]
Abstract
Recent studies have indicated the potential detrimental psychological effects of Instagram use (IU) and problematic Instagram use (PIU). PIU and IU have been associated with depression, anxiety, and negative general well-being. This study aimed to investigate that correlation through a systematic review and meta-analysis. Seven databases, including PubMed/MEDLINE, were explored in February of 2023. Studies that assessed the association between IU and/or PIU with depression, anxiety, other psychological distresses, and/or general well-being were deemed eligible. The Hunter-Schmidt random effects model and multilevel meta-analysis were applied to assess the outcomes of interest. A total of 1,927 hits were identified with 37 studies included in the quantitative analysis after removal of duplicates and screening of abstracts and full texts, with the total number of participants at 14,305. The obtained correlations between PIU and depression, anxiety, and well-being with 95% confidence interval were found to be r = 0.35, [0.25, 0.44], r = 0.31, [0.22, 0.40], r = -0.17, [-0.24, -0.10], respectively. Similarly, for IU and depression r = 0.11, [0.06, 0.16], p < 0.05 for all of the aforementioned results. The association between IU and anxiety was found to be r = 0.12, [0.04, 0.21], p < 0.05. The present meta-analysis found significant conceptual heterogeneity across the studies included due to different study designs and population heterogeneity. The results show a positive association of PIU and IU with depression, anxiety, and other psychological distress(es). There is a need for robust designed longitudinal research to explore this association.
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Affiliation(s)
- Ali Sepas
- Open Source Research Collaboration, Aalborg, Denmark
- Department of Materials and Production, Aalborg University, Aalborg, Denmark
- Department of Mathematical Sciences, Aalborg University, Aalborg, Denmark
- Department of Pharmacometrics, Research and Development, Novo Nordisk, Aalborg, Denmark
| | - Ali Haider Bangash
- Open Source Research Collaboration, Aalborg, Denmark
- Department of Neuropsychiatry, Hhaider5 Research Group, Rawalpindi, Pakistan
| | - René Ernst Nielsen
- Research and Treatment Program for Bipolar Disorder, Aalborg University Hospital, Aalborg, Denmark
- Department of Psychiatry, Aalborg University Hospital, Aalborg, Denmark
| | - Wah Yang
- Open Source Research Collaboration, Aalborg, Denmark
- Department of Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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Stueck M, Kaloeti DVS, Kankeh H, Farrokhi M, Bidzan M. Editorial: Biocentric development: studies on the consequences of COVID-19 towards human growth and sustainability. Front Psychol 2023; 14:1176314. [PMID: 37546478 PMCID: PMC10400281 DOI: 10.3389/fpsyg.2023.1176314] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 07/05/2023] [Indexed: 08/08/2023] Open
Affiliation(s)
- Marcus Stueck
- International Biocentric Research Academy (IBRA), Leipzig, Germany
| | | | - Hamidrezah Kankeh
- Health in Emergency and Disaster Research Center, Social Health Research Institute, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Mehrdad Farrokhi
- Health in Emergency and Disaster Research Center, Social Health Research Institute, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Mariola Bidzan
- Division of Clinical and Health Psychology, Institute of Psychology, University of Gdansk, Gdańsk, Poland
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Participation in Bullying and Associated Health Characteristics, Risk Factors and Leisure Activities: A Profile of School-Age Children in Serbia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19159159. [PMID: 35954513 PMCID: PMC9367782 DOI: 10.3390/ijerph19159159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 07/22/2022] [Accepted: 07/25/2022] [Indexed: 12/04/2022]
Abstract
The aim of this study was to examine the prevalence and association of school-age children’s participation in bullying, focusing on their health characteristics, risk factors, and leisure activities. We performed a secondary analysis of the original data of the 2017 HBSC study to examine participation in bullying once and multiple times among school-age children in Serbia. For this purpose, a nationally representative sample of 3267 children from 64 primary and high schools in the Republic of Serbia was evaluated. The outcome variable of interest in our study was participation in bullying. Further groups of individual variables such as health characteristics, risk factors, and leisure activities were assessed. Multivariate regression analysis indicated that children who felt everyday stomach pain, irritability or bad mood, and nervousness were more likely to participate in bullying at least once compared with those who rarely or never had such symptoms by 1.46, 1.58, and 1.58 times, respectively. School-age children who reported being drunk two to three times, and four or more times in life were more likely to participate in bullying than those who reported never being drunk by 1.53 and 1.74 times, respectively. Children who reported to watch TV or other media for five or more hours per day were 2.34 times more likely to be involved in bullying at least once. Multiple regression analysis showed that students with daily stomach pain, back pain, nervousness, and dizziness were more likely to be involved in multiple bullying by 1.16, 1.62, 1.82, and 1.70 times, respectively. Students who had nightly meetings or reported being drunk four or more times in the last 30 days were more likely to be involved in multiple bullying by 2.54 and 3.47, respectively. Students who reported playing games five or more times per day were 2.70 times more likely to be involved in this multiple bullying. This study highlights the importance of professional and family education programmes for early identification of specific health symptoms in the pediatric population, as well as integration with interventions aimed at reducing alcohol abuse among school-age children.
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