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Hein K, Zarate D, Burleigh T, Stavropoulos V. Pixels and perception: Mapping the association between digital media and psychotic-like experiences in adolescents. Compr Psychiatry 2024; 134:152509. [PMID: 38905775 DOI: 10.1016/j.comppsych.2024.152509] [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: 01/04/2024] [Revised: 06/08/2024] [Accepted: 06/11/2024] [Indexed: 06/23/2024] Open
Abstract
INTRODUCTION Psychotic-like experiences (PLEs) during adolescence can lead to psychotic disorders. Digital media usage has been suggested to link to PLEs, but research is limited on how different types of screen exposure may differentially relate to PLEs over time. This study aimed to examine longitudinal associations between screen usage patterns and PLEs in adolescents. METHODS Participants comprised 11,876 adolescents assessed annually from ages 9-12 years as part of the Adolescent Brain Cognitive Development study (ABCD). Screen usage (TV, video games, online video, social media, texting, video chat) and PLEs were assessed via self-report. Longitudinal network analysis models were estimated to examine connections between screen usage types and PLEs across three time points. RESULTS Two clusters were formed, including digital media for socializing (e.g., social media/texting/video chat) and digital media for entertainment (e.g., online video/video games/TV). Texting and online video(s) had the highest centrality at each time point, suggesting importance in the network. PLE symptoms of hallucinations and concentration difficulties exhibited higher centrality than other symptoms. Online video and TV were influential bridges between screen usage and PLEs. Network structure significantly differed between ages 9-10 and 10-12 years, but global strength was unchanged over time. DISCUSSION Results highlight the importance of understanding the associations between specific screen usage types and PLE symptoms. Texting and online video usage appear most influential in the development of adolescent PLEs over time. Findings can inform targeted interventions to promote healthy screen habits and reduce PLEs in at-risk youth.
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Fekih-Romdhane F, Haddad P, Roukoz R, Barakat M, Gerges S, Malaeb D, Obeid S, Hallit S. Does loneliness mediate the association between social media use disorder and sexual function in Lebanese university students? INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2024; 34:1835-1846. [PMID: 37594138 DOI: 10.1080/09603123.2023.2248005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 08/10/2023] [Indexed: 08/19/2023]
Abstract
Research on the association between social media use disorder (SMUD) and face-to-face sexual function remains controversial, surprisingly scarce and even non-existing in certain vulnerable populations such as university students. We aimed to explore the mediating role of loneliness between SMUD and two dimensions of sexual function (sexual arousal and desire) in a sample of Lebanese university students. A total of 363 university students participated in a cross-sectional survey. Sexual Dysfunction Questionnaire, Jong-Gierveld Loneliness Scale and Social Media Use Disorder scale were used to measure sexual function (desire and arousal), loneliness and SMUD respectively. The mediation analysis results showed that loneliness mediated the association between SMUD and sexual arousal (but not sexual desire). Higher SMUD was significantly associated with more loneliness, whereas more loneliness was significantly associated with less sexual arousal. Subsequently, higher SMUD was significantly associated with less sexual arousal. The present findings edge the university staff, clinicians, and researchers towards the psychological mechanisms that may help university students improve their sexual function, and calls for additional research in this area. Attention should be given to the possible potential role of moderating social media use in tackling loneliness and improving students' sexual function. In addition, routine sexual counseling should be considered when assessing and intervening with students having SMUD.
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Affiliation(s)
- Feten Fekih-Romdhane
- Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia
- The Tunisian Center of Early Intervention in Psychosis, Department of psychiatry "Ibn Omrane", Razi hospital, Manouba, Tunisia
| | - Patrick Haddad
- Faculté de Médecine, Université Saint-Joseph, Beyrouth, Lebanon
| | - Roger Roukoz
- Faculté de Médecine, Université Saint-Joseph, Beyrouth, Lebanon
| | - Muna Barakat
- Department of Clinical Pharmacy and Therapeutics, Faculty of Pharmacy, Applied Science Private University, Amman, Jordan
- MEU Research Unit, Middle East University, Amman, Jordan
| | - Sarah Gerges
- School of Medicine and Medical Sciences, Holy Spirit University of Kaslik, Jounieh, Lebanon
| | - Diana Malaeb
- College of Pharmacy, Gulf Medical University, Ajman, United Arab Emirates
- School of Pharmacy, Lebanese International Univeristy, Beirut, Lebanon
| | - Sahar Obeid
- Social and Education Sciences Department, School of Arts and Sciences, Lebanese American University, Jbeil, Lebanon
| | - Souheil Hallit
- School of Medicine and Medical Sciences, Holy Spirit University of Kaslik, Jounieh, Lebanon
- Applied Science Research Center, Applied Science Private University, Amman, Jordan
- Research Department, Psychiatric Hospital of the Cross, Jal Eddib, Lebanon
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Fekih-Romdhane F, Lamloum E, Loch AA, Cherif W, Cheour M, Hallit S. The relationship between internet gaming disorder and psychotic experiences: cyberbullying and insomnia severity as mediators. BMC Psychiatry 2023; 23:857. [PMID: 37978468 PMCID: PMC10657007 DOI: 10.1186/s12888-023-05363-x] [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: 01/31/2023] [Accepted: 11/08/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND The nature of the relationship between Internet Gaming Disorder (IGD) and psychosis is unclear so far. There is evidence that greater time spent in playing video games may expose players to both insomnia and a toxic online environment with widespread cyberbullying. These two possible consequences of IGD may, in turn, be associated with greater psychotic experiences (PE). Based on this theoretical framework, the present study proposed to contribute the body of the knowledge in this area, by testing the possible indirect effects of insomnia severity, cyber-victimization and cyberbullying in the cross-sectional association between IGD and PE in a sample of Tunisian university students. METHOD We conducted a cross-sectional study over 4 months (February-May 2022). The Arabic versions of the Brief Symptom Inventory, the Internet Gaming disorder-20 Test, the Insomnia Severity Index, and the Revised Cyber Bullying Inventory-II were administered to a total of 851 students (mean age = 21.26 ± 1.68 years, 53.7% females). RESULTS We found that 25% of students were at risk of IGD, and 1.8% had an IGD. The results of the mediation analysis showed that insomnia severity fully mediated the association between IGD and paranoid ideation. Higher IGD was significantly associated with more insomnia severity, which was, in turn, significantly associated with more paranoid ideation. Cyberbullying partly mediated the association between IGD and psychoticism. Higher IGD scores were significantly associated with more cyberbullying, which was, in turn, significantly associated with more psychoticism. Finally, greater IGD was significantly and directly associated with higher psychoticism. CONCLUSION Our findings suggest that insomnia and cyberbullying may be regarded as potential targets for youth mental health promotion, as well as community-focused prevention and early intervention in psychosis. More particular attention should be devoted to the huge potential for engaging in cyberbullying among online gamers. Sleep deprivation should be prevented, assessed and treated in heavy gamers.
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Affiliation(s)
- Feten Fekih-Romdhane
- The Tunisian Center of Early Intervention in Psychosis, Department of Psychiatry "Ibn Omrane", Razi hospital, Manouba, 2010, Tunisia.
- Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.
| | - Eya Lamloum
- Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia
| | - Alexandre Andrade Loch
- Laboratorio de Neurociencias (LIM 27), Instituto de Psiquiatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR, Brazil
- Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBION), Conselho Nacional de Desenvolvimento Cientifico e Tecnológico, Sao Paulo, Brazil
| | - Wissal Cherif
- The Tunisian Center of Early Intervention in Psychosis, Department of Psychiatry "Ibn Omrane", Razi hospital, Manouba, 2010, Tunisia
- Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia
| | - Majda Cheour
- The Tunisian Center of Early Intervention in Psychosis, Department of Psychiatry "Ibn Omrane", Razi hospital, Manouba, 2010, Tunisia
- Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia
| | - Souheil Hallit
- School of Medicine and Medical Sciences, Holy Spirit University of Kaslik, P.O. Box 446, Jounieh, Lebanon.
- Research Department, Psychiatric Hospital of the Cross, Jal Eddib, Lebanon.
- Applied Science Research Center, Applied Science Private University, Amman, Jordan.
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Huang J, Zhao Y, Tang Y, Zhang H. Neuroticism and Adolescent Problematic Mobile Social Media Use: A Moderated Mediation Model. J Genet Psychol 2023; 184:372-383. [PMID: 37167282 DOI: 10.1080/00221325.2023.2209885] [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: 08/06/2022] [Accepted: 04/30/2023] [Indexed: 05/13/2023]
Abstract
Although previous studies have confirmed the influence of neuroticism on problematic mobile social media use, mechanisms underlying this relation have not been well-understood. The present study investigated the mediating effect of self-control, as well as the moderating role of family socioeconomic status (FSES). A total of 1146 adolescents' data (Mage = 16.11, SDage = 0.97, 498 boys) were collected. Participants completed questionnaires about neuroticism, self-control, problematic mobile social media use, and FSES. The moderated mediation analysis showed that self-control mediated the positive association between neuroticism and problematic mobile social media use. In addition, FSES moderated the negative relation between self-control and problematic mobile social media use. Specifically, compared with adolescents in low FSES, the association between self-control and problematic mobile social media use was stronger for adolescents in high FSES. This study advanced our understanding of the development of problematic mobile social media use by revealing the potential mechanism between adolescent neuroticism and problematic mobile social media use.
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Affiliation(s)
- Jiayu Huang
- School of Psychology, Nanjing Normal University, Nanjing, P.R. China
| | - Yunxin Zhao
- School of Psychology, Nanjing Normal University, Nanjing, P.R. China
| | - Yuan Tang
- School of Psychology, Nanjing Normal University, Nanjing, P.R. China
| | - Hui Zhang
- School of Psychology, Nanjing Normal University, Nanjing, P.R. China
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Fekih-Romdhane F, Malaeb D, Loch AA, Farah N, Stambouli M, Cheour M, Obeid S, Hallit S. Problematic Smartphone Use Mediates the Pathway from Suicidal Ideation to Positive Psychotic Experiences: a Large Cross-Sectional, Population-Based Study. Int J Ment Health Addict 2023:1-18. [PMID: 36820017 PMCID: PMC9930705 DOI: 10.1007/s11469-023-01028-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/07/2023] [Indexed: 02/17/2023] Open
Abstract
The present study followed the newly hypothesized "suicidal drive for psychosis" suggesting that psychosis may be consequential to suicidal ideation (SI) and behavior and attempted to explain parts of the pathway between these variables. To this end, we aimed to test whether problematic smartphone use (PSU) has an indirect mediating effect in the cross-sectional relationship between SI and positive psychotic experiences (PEs). Lebanese community young adults (N=4158; 64.4% females; mean age 21.91±3.79) have been invited to participate to a cross-sectional, web-based study in the period from June to September 2022. After adjusting for potential confounders (i.e., the living situation, marital status, household crowding index, economic pressure, cannabis use, other drugs use, and past history of mental illness other than psychosis), we found that higher levels of suicidal ideation was significantly associated with greater PSU, which was also positively and significantly associated with more positive PEs. Finally, greater suicidal ideation was significantly and directly associated with more positive PEs. Our findings suggest that SPU may be regarded as a potential target for prevention and intervention in psychosis. Clinicians, educators, and school administrators ought to give greater attention to PSU among vulnerable young people who present with SI.
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Affiliation(s)
- Feten Fekih-Romdhane
- The Tunisian Center of Early Intervention in Psychosis, Department of Psychiatry “Ibn Omrane”, Razi Hospital, 2010 Manouba, Tunisia
- Tunis El Manar University, Faculty of Medicine of Tunis, Tunis, Tunisia
| | - Diana Malaeb
- College of Pharmacy, Gulf Medical University, Ajman, United Arab Emirates
| | - Alexandre Andrade Loch
- Laboratorio de Neurociencias (LIM 27), Instituto de Psiquiatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP Brazil
- Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBION), Conselho Nacional de Desenvolvimento Cientifico e Tecnológico, Sao Paulo, Brazil
| | - Nour Farah
- Faculty of Science, Lebanese University, Fanar, Lebanon
| | - Manel Stambouli
- The Tunisian Center of Early Intervention in Psychosis, Department of Psychiatry “Ibn Omrane”, Razi Hospital, 2010 Manouba, Tunisia
- Tunis El Manar University, Faculty of Medicine of Tunis, Tunis, Tunisia
| | - Majda Cheour
- The Tunisian Center of Early Intervention in Psychosis, Department of Psychiatry “Ibn Omrane”, Razi Hospital, 2010 Manouba, Tunisia
- Tunis El Manar University, Faculty of Medicine of Tunis, Tunis, Tunisia
| | - Sahar Obeid
- School of Arts and Sciences, Social and Education Sciences Department, Lebanese American University, Jbeil, Lebanon
| | - Souheil Hallit
- School of Medicine and Medical Sciences, Holy Spirit University of Kaslik, P.O. Box 446, Jounieh, Lebanon
- Psychology Department, College of Humanities, Effat University, Jeddah, 21478 Saudi Arabia
- Applied Science Research Center, Applied Science Private University, Amman, Jordan
- Research Department, Psychiatric Hospital of the Cross, Jal Eddib, Lebanon
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The relationship between technology addictions and schizotypal traits: mediating roles of depression, anxiety, and stress. BMC Psychiatry 2023; 23:67. [PMID: 36698079 PMCID: PMC9875437 DOI: 10.1186/s12888-023-04563-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 01/23/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND The way how technology addiction relates to psychosis remains inconclusive and uncertain. The present study aimed to test the hypothesis of a mediating role of depression, anxiety and stress in the association between three technology (behavioral) addictions (i.e., Addiction to the Internet, smartphones and Facebook) and psychosis proneness as estimated through schizotypal traits in emerging adults. METHODS A cross-sectional study was performed among non-clinical Tunisian university students (67.6% females, mean age of 21.5 ± 2.5 years) using a paper-and-pencil self-administered questionnaire. RESULTS Results for the Pearson correlation revealed that higher smartphone, Internet, and Facebook addictions' scores were significantly and positively correlated with each of the depression, anxiety and stress subscores; whereas depression (r = 0.474), anxiety (r = 0.499) and stress (r = 0.461) scores were positively correlated with higher schizotypal traits. The results of the mediation analysis found a significant mediating effect for depressive, anxiety and stress symptoms on the cross-sectional relationship between each facet of the TA and schizotypal traits. CONCLUSION Our findings preliminarily suggest that an addictive use of smartphones, Internet and Facebook may act as a stressor that exacerbates psychosis proneness directly or indirectly through distress. Although future longitudinal research is needed to determine causality, we draw attention to the possibility that treating psychological distress may constitute an effective target of interventions to prevent psychosis in adolescents with technology addictions.
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Fekih-Romdhane F, Farah N, Malaeb D, Cheour M, Obeid S, Hallit S. Validation of the Arabic Version of the Community Assessment of Psychic Experiences (CAPE-42) in a Large Sample of Young Adults from the General Population. Int J Ment Health Addict 2023. [DOI: 10.1007/s11469-023-01011-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
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Fekih-Romdhane F, Pandi-Perumal SR, Conus P, Krebs MO, Cheour M, Seeman MV, Jahrami HA. Prevalence and risk factors of self-reported psychotic experiences among high school and college students: A systematic review, meta-analysis, and meta-regression. Acta Psychiatr Scand 2022; 146:492-514. [PMID: 36000793 DOI: 10.1111/acps.13494] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 08/17/2022] [Accepted: 08/18/2022] [Indexed: 01/29/2023]
Abstract
BACKGROUND Adolescents are at high risk of incident psychopathology. Fleeting psychotic experiences (PEs) that emerge in young people in response to stress may be warning signs that are missed by research that fails to study stressed populations, such as late high school and college/university students. Our aim in this systematic review was to conduct a meta-analysis that estimates prevalence rates of PEs in students, and to assess whether these rates differ by gender, age, culture, and COVID-19 exposure. METHOD We searched nine electronic databases, from their inception until January 31, 2022 for relevant studies. We pooled the estimates using the DerSimonian-Laird technique and random-effects meta-analysis. Our main outcome was the prevalence of self-reported PEs in high school and college/university students. We subsequently analyzed our data by age, gender, population, country, culture, evaluation tool, and COVID-19 exposure. RESULTS Out of 486 studies retrieved, a total of 59 independent studies met inclusion criteria reporting 210' 024 students from 21 different countries. Nearly one in four students (23.31%; 95% CI 18.41%-29.05%), reported having experienced PEs (heterogeneity [Q = 22,698.23 (62), p = 0.001] τ2 = 1.4418 [1.0415-2.1391], τ = 1.2007 [1.0205-1.4626], I2 = 99.7%, H = 19.13 [18.59-19.69]). The 95% prediction intervals were 04.01%-68.85%. Subgroup analyses showed that the pooled prevalence differed significantly by population, culture, and COVID-19 exposure. CONCLUSION This meta-analysis revealed high prevalence rates of self-reported PEs among teen and young adult students, which may have significance for mental health screening in school settings. An important realization is that PEs may have very different mental health meaning in different cultures.
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Affiliation(s)
- Feten Fekih-Romdhane
- Tunis El Manar University, Faculty of Medicine of Tunis, Tunis, Tunisia.,The Tunisian Center of Early Intervention is Psychiatry, Department of psychiatry "Ibn Omrane", Razi Hospital, Manouba, Tunisia
| | - Seithikurippu R Pandi-Perumal
- Somnogen Canada Inc., Toronto, Canada.,Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India
| | - Philippe Conus
- Service of General Psychiatry, Treatment and Early Intervention in Psychosis Program (TIPP-Lausanne), Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Marie-Odile Krebs
- Inserm, Laboratoire de Physiopathologie des maladies Psychiatriques, UMR_S1266 Institut de Psychiatrie et Neurosciences de Paris, Université Paris Descartes, Paris, France.,Institut de Psychiatrie (CNRS GDR 3557), Paris, France.,Faculté de Médecine Paris Descartes, Service Hospitalo-Universitaire, Centre Hospitalier Sainte-Anne, Université Paris Descartes, Paris, France
| | - Majda Cheour
- Tunis El Manar University, Faculty of Medicine of Tunis, Tunis, Tunisia.,The Tunisian Center of Early Intervention is Psychiatry, Department of psychiatry "Ibn Omrane", Razi Hospital, Manouba, Tunisia
| | - Mary V Seeman
- Department of Psychiatry, University of Toronto, Canada
| | - Haitham A Jahrami
- Psychiatric Hospital, Ministry of Health, Manama, Bahrain.,Department of Psychiatry, College of Medicine and Medical Sciences, Arabian Gulf University, Manama, Bahrain
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Fekih-Romdhane F, Away R, Jahrami H, Cheour M. Internet addiction is associated with psychological distress in highly schizotypal students. Early Interv Psychiatry 2022. [PMID: 36196053 DOI: 10.1111/eip.13362] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 08/25/2022] [Accepted: 09/18/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND There is some limited evidence of an association between technology addictions and emergence of pre-psychotic symptoms, high psychoticism, psychotic like experiences and high schizotypy among young non-clinical adults. These addictions and their subsequent distress are likely to contribute to transition to psychosis in individuals at risk. We aimed to compare smartphone, Internet and Facebook addictions between low and high schizotypal individuals; and to explore the association between these addictions and distress in the high schizotypy group. METHODS From a pool of 700 students, the final sample consisted of 74 low schizotypal and 70 high schizotypal students. The Schizotypal Personality Questionnaire, the Bergen Facebook Addiction Scale, the Internet Addiction Test, the Smartphone Addiction Scale-Short Version and the Depression, Anxiety and Stress Scales. RESULTS Students of the high schizotypy group displayed significantly greater scores on smartphone (p < .001), Internet (p < .001) and Facebook (p = .001) addictions scales, as compared to those of the low schizotypy group. After controlling for potential confounders, Internet addiction predicted psychological distress in the high schizotypy group (R2 = 0.380, F(13,55) = 2.597, p < .001) and explained an additional 19.7% of variation in Depression, Anxiety and Stress Scales total scores in the final model. CONCLUSION Although preliminary, our findings shed light on relatively new avenues for prevention and early intervention in psychosis. It is recommended to raise awareness about Internet addiction risks, particularly among vulnerable young adults; and to find ways to turn Internet into a protective rather than stressor factor, by utilizing it as a resource in the care pathway.
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Affiliation(s)
- Feten Fekih-Romdhane
- Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.,The Tunisian Center of Early Intervention in Psychosis, Department of Psychiatry Ibn Omrane, Razi Hospital, Tunis, Tunisia
| | - Rami Away
- Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia
| | - Haitham Jahrami
- College of Medicine and Medical Sciences, Arabian Gulf University, Manama, Bahrain.,Ministry of Health, Manama, Bahrain
| | - Majda Cheour
- Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.,The Tunisian Center of Early Intervention in Psychosis, Department of Psychiatry Ibn Omrane, Razi Hospital, Tunis, Tunisia
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The one-month prevalence and correlates of psychotic-like experiences in the general adult population in Nigeria. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-03258-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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