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Orsolini L, Longo G, Volpe U. The Mediatory Role of the Boredom and Loneliness Dimensions in the Development of Problematic Internet Use. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4446. [PMID: 36901452 PMCID: PMC10001960 DOI: 10.3390/ijerph20054446] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Revised: 02/27/2023] [Accepted: 02/28/2023] [Indexed: 06/18/2023]
Abstract
In recent years, there has been a gradual digitalization of our society, resulting in intensified technology use for daily life activities, including the emergence of problematic Internet use (PIU). Few studies specifically addressed the boredom and loneliness dimensions in mediating the association between depression, anxiety, and stress levels and the onset of PIU. A nationwide population-based cross-sectional case-control study was carried out by recruiting a sample of Italian young people (aged 18-35). Only 1643 participants were selected for the analyses based on the age and the presence versus absence of PIU. Participants were mainly females (68.7%), with a mean age of 21.8 (SD = 1.7). Non-PIU individuals had significantly stable relationships (p = 0.012), siblings (p = 0.044) and lived with their family (p = 0.010), compared to PIU. PIU individuals displayed significantly higher depression, anxiety, and stress, as well as higher loneliness and boredom levels (all p < 0.001), compared to non-PIU. Depressive symptomatology predicted PIU and that their interaction is positively double mediated by boredom and loneliness (ß = 0.3829 (0.0245), 95%CI = 0.3349-0.4309). Our findings suggested that boredom and loneliness dimensions could act as mediators in the association between depressive symptomatology and the likelihood of PIU onset and maintenance.
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Sánchez-Fernández M, Borda-Mas M, Mora-Merchán J. Problematic internet use by university students and associated predictive factors: A systematic review. COMPUTERS IN HUMAN BEHAVIOR 2023. [DOI: 10.1016/j.chb.2022.107532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Orsolini L, Yılmaz-Karaman IG, Longo G, Bellagamba S, Kato TA, Volpe U. Sex-differences in hikikomori traits as predictors of problematic internet use in Italian university students. J Psychiatr Res 2022; 155:211-218. [PMID: 36075117 DOI: 10.1016/j.jpsychires.2022.08.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Revised: 07/21/2022] [Accepted: 08/16/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Despite a confirmed association between Problematic Internet use (PIU) and hikikomori-like social withdrawal, few studies investigated differences between sexes. Hence, the main objective was identifying psychopathological predictors (including hikikomori-like traits) associated with PIU (vs. non-PIU) across both sexes. METHODS A total of 1141 Italian university students were assessed with the Hikikomori Questionnaire-11 (HQ-11), Toronto Alexithymia Scale (TAS-20), Internet Addiction Test (IAT) and Depression Anxiety Stress Scale-21 (DASS-21). Student's T-test, bivariate Person's correlations, linear regression and a stepwise binary logistic regression analysis were post-hoc run. CHERRIES guidelines were followed for data reporting. RESULTS PIU university students, independently of sex, had greater psychological problems (p < 0.001) and greater hikikomori traits, compared to non-PIU (respectively, p = 0.010 and p < 0.001). PIU females had a better social quality of life (p = 0.007), and higher anxiety (p = 0.013) and stress (p = 0.051) levels, compared to PIU males. Linear regression analysis showed that depressive (p = 0.001) and stress levels (p = 0.003) as well as Hikikomori traits (p < 0.001) significantly predicted IAT total score in females (p < 0.001). Sex-specific binary logistic analyses showed that hikikomori, psychological distress, alexithymia, and compromised social quality of life predicted PIU in females. In males, PIU is predicted by family annual income, psychopathological distress, alexithymia, and compromised social quality of life, but not by Hikikomori traits. CONCLUSION Main psychopathological predictors of PIU in Italian university students showed differences across sexes, as hikikomori-like traits are predictors of the emergence of a PIU only in the female sample. Further research studies should better investigate whether female Hikikomori-like young people may display better functioning compared to their male counterparts.
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Affiliation(s)
- Laura Orsolini
- Unit of Clinical Psychiatry, Department of Clinical Neurosciences/DIMSC, Polytechnic University of Marche, Ancona, 60126, Italy
| | | | - Giulio Longo
- Unit of Clinical Psychiatry, Department of Clinical Neurosciences/DIMSC, Polytechnic University of Marche, Ancona, 60126, Italy
| | - Silvia Bellagamba
- Unit of Clinical Psychiatry, Department of Clinical Neurosciences/DIMSC, Polytechnic University of Marche, Ancona, 60126, Italy
| | - Takahiro A Kato
- Department of Neuropsychiatry, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Umberto Volpe
- Unit of Clinical Psychiatry, Department of Clinical Neurosciences/DIMSC, Polytechnic University of Marche, Ancona, 60126, Italy.
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Luo H, Gong X, Chen X, Hu J, Wang X, Sun Y, Li J, Lv S, Zhang X. Exploring the links between alexithymia and cognitive emotion regulation strategies in internet addiction: A network analysis model. Front Psychol 2022; 13:938116. [PMID: 35978791 PMCID: PMC9376254 DOI: 10.3389/fpsyg.2022.938116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 07/14/2022] [Indexed: 12/24/2022] Open
Abstract
Alexithymia and emotion regulation are closely related to internet addiction. However, no research has examined how the different components of alexithymia are associated with cognitive emotion regulation in the context of multi-strategy use in internet addiction. The current study aimed to investigate the relation between alexithymia and cognitive emotion regulation in individuals with internet addiction via network analysis. Participants included 560 students with Young’s Internet Addiction Test scores greater than 50 points; they were also asked to complete the Toronto Alexithymia Scale (TAS-20) and the Cognitive Emotion Regulation Questionnaire (CERQ). The results revealed two bridge nodes emerging within the combined alexithymia and cognitive emotion regulation network model: “catastrophizing” and “externally oriented thoughts.” These findings indicate a more specific relation between alexithymia and cognitive emotion regulation and provide empirical evidence for targeted prevention and targeted interventions for internet addiction.
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Affiliation(s)
- Hongge Luo
- School of Public Health, North China University of Science and Technology, Tangshan, China
- College of Psychology, North China University of Science and Technology, Tangshan, China
| | - Xun Gong
- College of Psychology, North China University of Science and Technology, Tangshan, China
| | - Xiaomei Chen
- The Department of Marxist Teaching, North China University of Science and Technology, Tangshan, China
| | - Jianing Hu
- College of Psychology, North China University of Science and Technology, Tangshan, China
| | - Xiaoyi Wang
- College of Psychology, North China University of Science and Technology, Tangshan, China
| | - Yekun Sun
- College of Psychology, North China University of Science and Technology, Tangshan, China
| | - Jiating Li
- College of Psychology, North China University of Science and Technology, Tangshan, China
| | - Shaobo Lv
- College of Psychology, North China University of Science and Technology, Tangshan, China
| | - Xiujun Zhang
- School of Public Health, North China University of Science and Technology, Tangshan, China
- *Correspondence: Xiujun Zhang,
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Internet Addiction, Phubbing, Psychological Variables and Self-Perception of Mathematical Competence in College Students. MATHEMATICS 2022. [DOI: 10.3390/math10152631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Internet Addiction (IA) and phubbing are prevalent, disruptive behaviours among university students. The aim of this study was to explore the relationship between IA and Phubbing with psychological variables (impulsiveness, self-esteem, and psychological distress), academic performance and self-perception of mathematical competence (SMC), as well as possible gender differences. Results showed (n = 715; Mean Age = 21.7) gender differences in lack of planning, emotional investment and somatisation and IA correlated positively with app addiction, mobile addiction, and psychopathology. A total of 26.3% of IA can be explained by a lack of self-control, time and performance management, mobile phone addiction, anxiety and psychological distress. Finally, 71% of students believe that the use of new technologies has worsened their SMC and this is correlated with impaired communication, obsession with mobile phones, IA (Total Phubbing Scale) and impulsiveness. Our results indicate the importance of taking into account psychological variables that affect the development of IA, phubbing, and SMC in the university population.
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Prevalence of Internet Addiction during the COVID-19 Outbreak and Its Risk Factors among Junior High School Students in Taiwan. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17228547. [PMID: 33218018 PMCID: PMC7698622 DOI: 10.3390/ijerph17228547] [Citation(s) in RCA: 90] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 11/01/2020] [Accepted: 11/13/2020] [Indexed: 12/21/2022]
Abstract
The coronavirus disease 2019 (COVID-19) outbreak has significantly disrupted normal activities globally. During this epidemic, people around the world were expected to encounter several mental health challenges. In particular, Internet addiction may become a serious issue among teens. Consequently, this study aimed to examine the prevalence of Internet addiction and identify the psychosocial risk factors during the COVID-19 outbreak. This study was constructed using a cross-sectional design with 1060 participants recruited from among junior high school students around Taiwan using stratified and cluster sampling methods. Taiwan's first COVID-19 case was diagnosed on 28 January 2020. New cases exploded rapidly in February, and as a result, participants were surveyed during March 2 through 27 March 2020. The prevalence of Internet addiction was found to be 24.4% during this period. High impulsivity, high virtual social support, older in age, low subjective well-being, low family function, and high alexithymia was all independently predictive in the forward logistic regression analyses. The prevalence rate of Internet addiction was high among junior high school students during the COVID-19 outbreak. Results from this study can be used to help mental health organizations and educational agencies design programs that will help prevent Internet addiction in adolescents during the COVID-19 pandemic.
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Internet Addiction and Academic Performance in Dental Students. ACTA ACUST UNITED AC 2020; 48:198-207. [PMID: 31779870 DOI: 10.1016/j.rcp.2018.03.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Revised: 01/09/2018] [Accepted: 03/18/2018] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To determine the association between Internet addiction (IA) and academic performance in dental students at the University of Cartagena. MATERIAL AND METHODS A cross-sectional study was conducted in 402 students included through non-probabilistic sampling who answered an anonymous and self-reporting questionnaire that included socio-demographic variables, academic performance (last semester overall grade), presence of IA (Young's Test) and covariates related to IA based on academic performance. Data were analysed by means of proportions, relationships between variables with the χ2 test and strength of association was estimated with odds ratios (OR) using nominal logistic regression. RESULTS Approximately 24.63% of the students used the Internet much less than the average population, but 75.3% had IA; 73.13% of cases were considered mild and 2.24% moderate. There were no severe cases. Around 5.2% had poor academic performance. In multivariate analysis, the model that best explained IA in relation to academic performance was: studying in lower-level courses (OR=0.54; 95% CI, 0.32-0.91); studying in a different places of the house (OR=3.38; 95% CI, 1.71-6.68); not using laptop for studying (OR=0.41; 95% CI, 0.19-0.89), chatting on mobile phone (OR=2.43; 95% CI, 1.45-3.06); and spending more than 18 minutes on mobile phone while studying (OR=3.20; 95% CI, 1.71-5.99). CONCLUSIONS Academic performance was not associated with AI. However, studying in lower-level courses, in a different place of the house, not using laptop to study, and spending more than 18minutes answering their mobile phone and chatting on mobile phone while studying were covariates statistically associated with IA.
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Alzahrani SH, Coumaravelou S, Mahmoud I, Beshawri J, Algethami M. Prevalence of alexithymia and associated factors among medical students at King Abdulaziz University: a cross-sectional study. Ann Saudi Med 2020; 40:55-62. [PMID: 32026718 PMCID: PMC7012024 DOI: 10.5144/0256-4947.2020.55] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Medical students are at higher risk of developing alexithymia due to the nature of their studies. OBJECTIVES Determine the prevalence of alexithymia and potential risk factors among medical students in Saudi Arabia. DESIGN A cross-sectional analytic study. SETTINGS University medical school. PATIENTS AND METHODS An institutional cross-sectional survey of medical students was conducted using the Toronto Alexithymia Scale (TAS-20) to assess the prevalence of alexithymia and potentially associated factors (gender, parental marital status, grade point average, status of accommodations, smoking status, year of study, childhood abuse, a history of mental illness, and physical activity). MAIN OUTCOME MEASURES Gender, parental marital status, grade point average, status of accommodations, smoking status, year of study, childhood abuse, a history of mental illness, and physical activity. SAMPLE SIZE 347. RESULTS The prevalence of alexithymia among medical students was 49% (95% confidence interval [43.8-54.2]). A binary logistic regression model showed significant associations between alexithymia and academic year of study (lower risk of alexithymia in the clerkship (5th, 6th years); odds ratio [OR]: 0.43, 95% CI: 0.26-0.72), smoking (OR: 3.52, 95% CI: 1.60-3.34), grade point average (lowest; OR: 10.44, 95% CI: 4.24-25.77), history of childhood abuse (OR: 2, 95% CI: 1.20-8.77), and history of psychiatric illness (OR: 14.40, 95% CI: 4.76-21.06). CONCLUSION Almost half of the medical students suffer from alexithymia. Increasing the awareness about alexithymia among students and directing them where to seek help would facilitate the management of these problems. LIMITATIONS Limited only to medical students from the second year to the sixth year in a single medical college, which affects generalizability. The cross-sectional design might have also limited generalizability. CONFLICT OF INTEREST None.
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Affiliation(s)
- Sami Hamdan Alzahrani
- From the Family Medicine Department, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Saravanan Coumaravelou
- From the Family and Community Medicine and Behavioral Sciences Department, University of Sharjah College of Medicine, Sharjah, United Arab Emirates
| | - Ibrahim Mahmoud
- From the Family and Community Medicine and Behavioral Sciences Department, University of Sharjah College of Medicine, Sharjah, United Arab Emirates
| | - Jameel Beshawri
- From the Family Medicine Department, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Mohammed Algethami
- From the Family Medicine Department, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
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Association between online and offline social support and internet addiction in a representative sample of senior high school students in Taiwan: The mediating role of self-esteem. COMPUTERS IN HUMAN BEHAVIOR 2018. [DOI: 10.1016/j.chb.2018.02.007] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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González-Arias M, Martínez-Molina A, Galdames S, Urzúa A. Psychometric Properties of the 20-Item Toronto Alexithymia Scale in the Chilean Population. Front Psychol 2018; 9:963. [PMID: 29946289 PMCID: PMC6005868 DOI: 10.3389/fpsyg.2018.00963] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 05/24/2018] [Indexed: 01/06/2023] Open
Abstract
Alexithymia can be defined as inability to identify and describe emotions in the self. Has shown to be related to several psychological and pathological processes that can result in unsatisfactory interpersonal relationships and decreased social adjustment. Advances in research of alexithymia require the development and validation of assessment instruments, and its application to different population. With this aim, we studied the psychometric properties of the Twenty-Item Toronto Alexithymia Scale (TAS-20) in Chilean population using various modeling procedures (e.g., CFA, ESEM) in different structures (i.e., Correlated, Unidimensional, Hierarchical or Wording factors). Among the 10 models tested, the four-dimensional structure offered the best fit but with item-loading problems in the last factor (Pragmatic Thinking). We suggest that the studied version of the scale needs improvement (theoretical and empirical) to ensure optimal indices of validation for Chilean population.
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Affiliation(s)
| | - Agustín Martínez-Molina
- Metodología de las Ciencias del Comportamiento, Psicología y Sociología, Universidad de Zaragoza, Zaragoza, Spain
| | | | - Alfonso Urzúa
- Psicología, Universidad Católica del Norte, Antofagasta, Chile
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