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Yang X, Liu Q, Gao L, Wang G, Liu T. Linking Self-Esteem to Problematic Mobile Phone Use: A Moderated Mediation Model of Fear of Missing Out and Ruminative Subtypes. Behav Sci (Basel) 2024; 14:683. [PMID: 39199079 PMCID: PMC11351683 DOI: 10.3390/bs14080683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 07/18/2024] [Accepted: 08/05/2024] [Indexed: 09/01/2024] Open
Abstract
Low self-esteem has been identified as a risk factor for problematic mobile phone use (PMPU). However, the magnitude of self-esteem's effect on PMPU varied across different studies. Drawing on the Interaction of Person-Affect-Cognition-Execution model and the response styles theory, this study developed a moderated mediation model to investigate the mediating role of fear of missing out (FoMO) and the moderating roles of ruminative subtypes (i.e., brooding and reflection) in the relationship between self-esteem and PMPU. We conducted a cross-sectional survey among 806 undergraduate students (Mage = 19.35 years, SD = 1.18) using the convenience sampling method. Results showed that self-esteem was negatively associated with PMPU. Mediation analysis revealed that the association between self-esteem and PMPU was mediated by FoMO. Furthermore, moderated mediation analyses revealed that the mediating effect of FoMO was moderated by both brooding and reflection, such that the indirect effect became stronger for individuals with higher levels of brooding/reflection. These findings add to previous research by shedding light on how (i.e., mediation) and under what conditions (i.e., moderation) self-esteem is associated with PMPU and have implications for early prevention and intervention of individual PMPU.
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Affiliation(s)
- Xiujuan Yang
- State Key Laboratory of Chemical Oncogenomics, Guangdong Provincial Key Laboratory of Chemical Genomics, Peking University Shenzhen Graduate School, Shenzhen 518055, China;
- Shenzhen Mental Health Center, Shenzhen Kangning Hospital, Shenzhen 518118, China;
| | - Qingqi Liu
- Department of Psychology, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China;
- Research Center of Adolescent Psychology and Behavior, School of Education, Guangzhou University, Guangzhou 510006, China
| | - Lingfeng Gao
- Institute of Psychological and Brain Sciences, Zhejiang Normal University, Jinhua 321000, China;
| | - Guojun Wang
- Shenzhen Mental Health Center, Shenzhen Kangning Hospital, Shenzhen 518118, China;
| | - Tiebang Liu
- Shenzhen Mental Health Center, Shenzhen Kangning Hospital, Shenzhen 518118, China;
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Li S, Feng N, Cui L. Network analysis of social anxiety and problematic mobile phone use in Chinese adolescents: A longitudinal study. Addict Behav 2024; 155:108026. [PMID: 38593598 DOI: 10.1016/j.addbeh.2024.108026] [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: 11/01/2023] [Revised: 03/26/2024] [Accepted: 04/03/2024] [Indexed: 04/11/2024]
Abstract
Social anxiety is a common comorbid factor of problematic mobile phone use, but the relationship between them from the inside structure has been underexplored. This two-wave longitudinal study aims to identify the central symptoms of problematic mobile phone use and social anxiety, respectively, as well as the bridge symptoms between the two disorders. Furthermore, this study examined the time and gender differences. A total of 3,294 Chinese adolescents were recruited during two waves (T1: January 2023; T2: August 2023), and completed the questionnaires of social anxiety and problematic mobile phone use. Through network analysis, the results showed that 1) the central symptom of problematic mobile phone use was "loss of control" both at T1 and T2, 2) the central symptom of social anxiety was "fear of negative evaluation" both at T1 and T2, and 3) the bridge symptom between social anxiety and problematic mobile phone use was "withdrawal" both at T1 and T2. Moreover, the network comparison test indicated that the nodes of social anxiety were more strongly associated with "craving", "loss of control", and "negative life consequences" of problematic mobile phone use at T2 than at T1. The nodes of social anxiety were more strongly associated with "negative life consequences" of problematic mobile phone use for boys than for girls, while the "fear of negative evaluation" was more strongly associated with "loss of control" for girls than for boys. These findings provide new scientific basis for interventions targeting adolescents who are susceptible to social anxiety and problematic mobile phone use.
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Affiliation(s)
- Shuang Li
- Shanghai Key Laboratory of Mental Health and Psychological Crisis Intervention, Institute of Brain and Education Innovation, The School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
| | - Ningning Feng
- Shanghai Key Laboratory of Mental Health and Psychological Crisis Intervention, Institute of Brain and Education Innovation, The School of Psychology and Cognitive Science, East China Normal University, Shanghai, China; Shanghai Centre for Brain Science and Brain-Inspired Technology, Shanghai, China
| | - Lijuan Cui
- Shanghai Key Laboratory of Mental Health and Psychological Crisis Intervention, Institute of Brain and Education Innovation, The School of Psychology and Cognitive Science, East China Normal University, Shanghai, China; Shanghai Centre for Brain Science and Brain-Inspired Technology, Shanghai, China.
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Uniyal R, Shahnawaz MG. Wellbeing and Problematic Smartphone Use: Serial Mediation of Mindfulness and Self-Compassion. Psychol Rep 2024; 127:1705-1726. [PMID: 36420682 DOI: 10.1177/00332941221141311] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
The relationship between wellbeing and Problematic Smartphone Use (PSU) has been explored in the past, however, the role of the potential mediators of this association is a relatively neglected area of research. Therefore, the current study examined mindfulness and self-compassion as mediators of the relationship between wellbeing and PSU in 220 university students. WHO-5 Wellbeing Index, Mindful Attention Awareness Scale- State, Self-Compassion Scale- Short form and Smartphone Addiction Scale- Short version were used for assessing wellbeing, mindfulness, self-compassion, and PSU respectively. Wellbeing had a direct and indirect effect on PSU. In addition, results supported a serial mediation model where wellbeing was found to influence PSU via mindfulness and self-compassion in a sequential manner. The results expanded the Compensatory Internet Use Theory (CIUT) to understand PSU and have implications for the management of PSU.
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Affiliation(s)
- Ritika Uniyal
- Department of Psychology, Jamia Millia Islamia, New Delhi, India
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Tang Q, Zou X, Gui J, Wang S, Liu X, Liu G, Tao Y. Effects of childhood trauma on the symptom-level relation between depression, anxiety, stress, and problematic smartphone use: A network analysis. J Affect Disord 2024; 358:1-11. [PMID: 38705521 DOI: 10.1016/j.jad.2024.05.018] [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: 12/17/2023] [Revised: 04/12/2024] [Accepted: 05/02/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND Childhood trauma experience is closely associated with depression, anxiety, stress, and problematic smartphone use (PSU). However, few studies have explored the complex symptom-level relations between these variables among people with and without trauma experiences, leaving a gap in treating and alleviating these mental disorders among individuals with childhood trauma. METHODS The current study used a convenience sampling method and recruited 2708 participants who completed Childhood Trauma Questionnaire-Short Form (CTQ-SF), Depression Anxiety and Stress Scales (DASS-21), and Mobile Phone Addiction Tendency Scale (MPATS), dividing them into trauma (n = 1454, Mean age = 19.67) and no-trauma (n = 1254, Mean age = 19.57) groups according to the cut-off scores of CTQ-SF. Symptom network analysis and network comparison test were conducted to construct and compare the network models between trauma and no-trauma groups. RESULTS The findings indicate that the trauma group and females exhibit greater average levels of DASS-21 and PSU symptoms compared to the no-trauma group and males, respectively. Additionally, the edge between "Stress" and "Anxiety" is the strongest across trauma and no-trauma groups. "Social comfort" is a bridge symptom of the trauma group network and the results of bridge symptoms in the no-trauma group are not stable. LIMITATIONS This study did not categorize all individuals according to specific types of trauma experiences and it is a cross-sectional design. The prevalences calculated in this study may not be generalizable. CONCLUSIONS Interventions targeting different bridge symptoms in the trauma and no-trauma network models may help reduce the severity of symptoms.
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Affiliation(s)
- Qihui Tang
- Faculty of Psychology, Beijing Normal University, Beijing 100875, China; Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Beijing 100875, China
| | - Xinyuan Zou
- Faculty of Psychology, Beijing Normal University, Beijing 100875, China; Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Beijing 100875, China
| | - Jie Gui
- Faculty of Architectural Decoration and Art, Jiangsu Vocational College of Electronics and Information, Huaian 223003, China
| | - Shujian Wang
- Faculty of Psychology, Beijing Normal University, Beijing 100875, China; Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Beijing 100875, China
| | - Xiangping Liu
- Faculty of Psychology, Beijing Normal University, Beijing 100875, China; Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Beijing 100875, China
| | - Gang Liu
- Department of Psychiatry, Affiliated Nanjing Brain Hospital, Nanjing Medical University, Nanjing 210029, China.
| | - Yanqiang Tao
- Faculty of Psychology, Beijing Normal University, Beijing 100875, China; Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Beijing 100875, China.
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Wang Y, Ma Q. The impact of social isolation on smartphone addiction among college students: the multiple mediating effects of loneliness and COVID-19 anxiety. Front Psychol 2024; 15:1391415. [PMID: 39105145 PMCID: PMC11299513 DOI: 10.3389/fpsyg.2024.1391415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 07/02/2024] [Indexed: 08/07/2024] Open
Abstract
Background The widespread use of smartphones has significantly increased smartphone addiction among college students, especially during the COVID-19 pandemic. Since the COVID-19 outbreak, university campuses in mainland China have strictly followed the Chinese government's strict quarantine policy, including closed campus management, prohibitions against gatherings, and social distancing, increasing student loneliness and anxiety and thus increasing the risk of smartphone addiction. Extant Studies have revealed that social isolation is a prominent predictor of smartphone addiction but have failed to systematically explore the complex relationship between social isolation and smartphone addiction in the context of COVID-19; therefore, the underlying mechanisms of these factors in the post-pandemic era are unclear. Objective This study is the first attempt to consider loneliness, COVID-19 anxiety and social isolation as a whole and to clarify the underlying mechanisms of social isolation and smartphone addiction by constructing a multiple mediating model. Method This study included students enrolled at eight higher education institutions in Conghua District (Guangzhou city). Quota proportional sampling was adopted, 900 self-report questionnaires were distributed through the WeChat groups of these universities from December 10 to December 15, 2022, and 868 valid questionnaires (620 females, 248 males) were ultimately obtained. Results The direct effect of social isolation on smartphone addiction was significant, and loneliness and COVID-19 anxiety mediated the association between social isolation and smartphone addiction in both parallel and sequential ways. Moreover, a reverse mediation model with COVID-19 anxiety as the first mediator and loneliness as the second mediator was found. Conclusion College students who experience social isolation are at greater risk for smartphone addiction, and the core factor leading to their smartphone addiction is the subjective psychological state triggered by campus isolation and social distancing, such as loneliness and anxiety. These risky behaviors of people should receive extra attention, and psychological factors such as loneliness and COVID-19 anxiety should be considered in future therapies aimed at reducing addiction.
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Affiliation(s)
- Ye Wang
- School of Journalism & Communication, Jinan University, Guangzhou, Guangdong, China
- School of Public Administration, Nanfang College Guangzhou, Guangzhou, Guangdong, China
| | - Qianying Ma
- School of Public Administration, Nanfang College Guangzhou, Guangzhou, Guangdong, China
- Faculty of Modern Languages and Communication, Universiti Putra Malaysia, Seri Kembangan, Selangor, Malaysia
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Lyu C, Cao Z, Jiao Z. Changes in Chinese college students' mobile phone addiction over recent decade: The perspective of cross-temporal meta-analysis. Heliyon 2024; 10:e32327. [PMID: 38947462 PMCID: PMC11214489 DOI: 10.1016/j.heliyon.2024.e32327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 05/23/2024] [Accepted: 06/02/2024] [Indexed: 07/02/2024] Open
Abstract
In recent years, with the rapid advancement of Internet technology and the impact of the COVID-19 pandemic, mobile phones have been used more frequently, the development trend of mobile phone addiction among Chinese college students is a concern to society. This cross-temporal meta-analysis provides compelling evidence of the rising trend of mobile phone addiction in Chinese college students based on data from 42 independent studies (Sample Size = 49,544) over the past decade (2013-2022), and discuss the three important rising periods. Furthermore, extended research has revealed correlated factors of mobile phone addiction among Chinese college students, including gender, anxiety, depression, loneliness, stress, well-being, social support, and resilience. Additionally, the study identified the National internet penetration rate and the National GDP index as significant predictors of mobile phone addiction in Chinese college students. These findings not only reveal the changing trends of mobile phone addiction among Chinese college students, but also enrich the understanding of mobile phone addiction among this population and provide a reference for improving mobile phone addiction among in the future.
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Affiliation(s)
- Chunwei Lyu
- School of Educational Studies, Universiti Sains Malaysia, Penang, Malaysia
| | - Zixuan Cao
- Institute of Heath Management and Policy, School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, China
| | - Zun Jiao
- City Graduate School, City University of Malaysia, Petaling Jaya, Malaysia
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Ying ZQ, Li DL, Liang G, Yin ZJ, Li YZ, Ma R, Qin Y, Zheng YJ, Wang P, Pan CW. Reduced Health-Related Quality of Life Due to Mobile Phone Dependence in a Sample of Chinese College Students: The Mediating Role of Chronotype and Sleep Quality. Am J Health Promot 2024:8901171241258375. [PMID: 38831423 DOI: 10.1177/08901171241258375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2024]
Abstract
PURPOSE Presenting a chain mediation model to investigate whether mobile phone dependence results in a reduction in health-related quality of life (HRQoL) among Chinese college students, through the mediating effect of chronotype and sleep quality. DESIGN AND SETTING A cross-sectional survey was conducted on students from a Chinese university using a validated structured questionnaire. SAMPLE 2014 freshmen. MEASURES The study measured the students' level of mobile phone dependence using the Self-rating Questionnaire for Adolescent Problematic Mobile Phone Use. Chronotype and sleep quality were measured by the Chinese version of the Morningness-Eveningness Questionnaire (MEQ) and the Pittsburgh Sleep Quality Index (PSQI), respectively. HRQoL was evaluated using the five-level EuroQol five-dimensional questionnaire (EQ-5D-5L), including a descriptive system and a visual analog scale (VAS). ANALYSIS Descriptive statistical analysis, correlation analysis, and mediation analysis. RESULTS Mobile phone dependence had a significant negative effect on HRQoL as indicated by both the EQ-5D-5L index score and EQ-VAS score (P < .001 for both). Additionally, it was found to significantly predict chronotype (MEQ score) (β = -.546, P < .001) and sleep quality (PSQI score) (β = .163, P < .001). Chronotype negatively predict sleep quality (β = -.058, P < .001), and sleep quality was a significant negative predictor of HRQoL (EQ-5D-5L index score, β = -.008, P < .001; EQ-VAS score, β = -1.576, P < .001). CONCLUSION Mobile phone dependence negatively impacts students' HRQoL through chronotype and sleep quality, and there is a chain mediating effect. Students should consider making lifestyle changes to improve their HRQoL and promote health.
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Affiliation(s)
- Zhi-Qi Ying
- School of Public Health, Suzhou Medical College of Soochow University, Suzhou, China
| | - Dan-Lin Li
- School of Public Health, Suzhou Medical College of Soochow University, Suzhou, China
| | - Gang Liang
- Department of Ophthalmology, The Affiliated Hospital of Yunnan University, Kunming, China
- Department of Ophthalmology, The Second People's Hospital of Yunnan Province, Kunming, China
| | - Zhi-Jian Yin
- Department of Ophthalmology, The First Affiliated Hospital of Dali University, Dali, China
| | - Yue-Zu Li
- Department of Ophthalmology, The Affiliated Hospital of Yunnan University, Kunming, China
- Department of Ophthalmology, The Second People's Hospital of Yunnan Province, Kunming, China
| | - Rong Ma
- Department of Ophthalmology, The Affiliated Hospital of Yunnan University, Kunming, China
- Department of Ophthalmology, The Second People's Hospital of Yunnan Province, Kunming, China
| | - Yu Qin
- Department of Ophthalmology, The Affiliated Hospital of Yunnan University, Kunming, China
- Department of Ophthalmology, The Second People's Hospital of Yunnan Province, Kunming, China
| | - Ya-Jie Zheng
- Department of Ophthalmology, The Affiliated Hospital of Yunnan University, Kunming, China
- Department of Ophthalmology, The Second People's Hospital of Yunnan Province, Kunming, China
| | - Pei Wang
- School of Public Health, Fudan University, Shanghai, China
- Key Lab of Health Technology Assessment, National Health Commission of the People's Republic of China (Fudan University), Shanghai, China
| | - Chen-Wei Pan
- School of Public Health, Suzhou Medical College of Soochow University, Suzhou, China
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Pirwani N, Szabo A. Could physical activity alleviate smartphone addiction in university students? A systematic literature review. Prev Med Rep 2024; 42:102744. [PMID: 38707250 PMCID: PMC11068924 DOI: 10.1016/j.pmedr.2024.102744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 04/04/2024] [Accepted: 04/23/2024] [Indexed: 05/07/2024] Open
Abstract
Objectives Recently, the widespread surge in smartphone addiction (SA) has raised major global health concerns and prompted researchers to scrutinize the inverse relationship between physical activity (PA) and the risk of SA. This systematic literature review aims to synthesize the empirical research on the relationship between PA and SA among university students representing the most affected age group. Methods Adopting the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines, we explored five databases: PubMed, Social Sciences Research Network (SSRN), Oxford Research Archive, Journal Storage (JSTOR), and Google Scholar. We used the Mixed Methods Appraisal Tools (MMAT) for quality assessment. Results Thirty-one studies met the inclusion criteria. Twenty-eight of them were cross-sectional, and three were experimental. The 31 studies emerged from 12 countries, most stemming (45.16%) from China. Their findings suggest an inverse relationship between PA and SA in the examined population. However, the direct relationship may be weak based on correlational studies, while intervention research yields noteworthy effects. Still, other factors like resilience may mediate the studied relationship. Methodological concerns render the results of correlational studies tentative. Conclusions Regular PA could be a promising preventive measure for SA. Future work should use objective PA indices in longitudinal research designs while assessing the type and duration of smartphone applications used via device meters. In correlational studies, interviews should follow up on the high SA risk or too much device use. In conclusion, moderate evidence indicates that PA can reduce SA among university students.
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Affiliation(s)
- Neha Pirwani
- Institute of Health Promotion and Sport Sciences, Faculty of Education and Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Doctoral School of Education, Faculty of Education and Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Attila Szabo
- Institute of Health Promotion and Sport Sciences, Faculty of Education and Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
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Vera Cruz G, Aboujaoude E, Liberacka-Dwojak M, Wiłkość-Dębczyńska M, Rochat L, Khan R, Khazaal Y. How much online pornography is too much? A comparison of two theoretically distinct assessment scales. Arch Public Health 2024; 82:79. [PMID: 38816773 PMCID: PMC11137999 DOI: 10.1186/s13690-024-01294-5] [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: 08/04/2023] [Accepted: 04/15/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Online pornography use, an ever more common activity, has raised myriad psychosocial and clinical concerns. While there is a need to screen for and measure its problematic dimension, there is a debate about the adequacy of existing assessment tools. OBJECTIVE The study compares two instruments for measuring pathological online pornography use (POPU) that are based on different theoretical frameworks-one in line with DSM-5 criteria and the six-component addiction model and one in line with ICD-11 criteria. METHODS An international sample of 1,823 adults (Mean age = 31.66, SD = 6.74) answered an online questionnaire that included the Short Version of the Problematic Pornography Consumption Scale (PPCS-6) and the Assessment of Criteria for Specific Internet-Use Disorders (ACSID-11). Factorial, correlational, and network analyses were conducted on the data. RESULTS Both tools adequately screened for online "addictive" behavior, but the ACSID-11 was superior in assessing the degree of clinical risk. CONCLUSION Depending on the specific aim of the assessment (screening vs. clinical diagnostics), both online pornography measurement tools may be useful.
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Affiliation(s)
- Germano Vera Cruz
- Department of Psychology, CRP-CPO, University of Picardie Jules Verne, Amiens, France.
| | - Elias Aboujaoude
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
- Program in Internet, Health and Society, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
| | | | | | - Lucien Rochat
- Department of Mental Health and Psychiatry, Specialized Facility in Behavioral Addiction ReConnecte, University Hospitals of Geneva, Geneva, Switzerland
| | - Riaz Khan
- Department of Mental Health and Psychiatry, Frontier Medical College Abbottabad, Bahria University Islamabad, Islamabad, Pakistan
| | - Yasser Khazaal
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland.
- Research Centre, University Institute of Mental Health at Montreal and Department of Psychiatry and Addiction Montreal University, Montreal, Canada.
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Mei Z, Zhang Y, Fan Q, Luo S, Luo S. The effects of mobile phone dependence on athletic performance and its mechanisms. Front Psychol 2024; 15:1391258. [PMID: 38817835 PMCID: PMC11138105 DOI: 10.3389/fpsyg.2024.1391258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 05/02/2024] [Indexed: 06/01/2024] Open
Abstract
Mobile phone dependence (also known as internet dependence, MPD), defined as a problematic behavior characterized by excessive use or intermittent craving to use a mobile phone, results in various social, behavioral, and affective problems in daily life. In sports, MPD is directly related to the physical and mental health and sports performance of athletes. The individual and environmental factors, neurobiological mechanisms and theoretical models of MPD affecting athletic performance were analyzed by reviewing previous studies, aiming to construct effective training and development protocols to prevent and control the occurrence of MPD in athletes. At present, athletic performance can be affected by MPD through individual factors and environmental factors. The neurobiological mechanisms between the two are based on the brain reward system and microwave radiation from mobile phones, with athletic performance being restricted by alterations in the corresponding brain regions. Relevant theoretical models mainly include the social cognitive model of self-regulation and the integrative model of self-control, which explain the interrelationship between MPD and athletic performance from the perspectives of athletes' self-regulation and self-control, respectively. As an emerging phenomenon, the influence pathways and mechanisms by which MPD affects athletic performance need to be further investigated. A longitudinal perspective should be adopted to trace the dynamic impact relationship between the two, and developing relevant theoretical frameworks from an interdisciplinary research perspective should be valuable for providing theoretical support for coaches and sports administrators to formulate scientific training protocols and thus improve the mental health of athletes.
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Affiliation(s)
| | | | | | | | - Shi Luo
- School of Physical Education, Southwest University, Chongqing, China
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11
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Liu C, Rotaru K, Ren L, Chamberlain SR, Christensen E, Brierley ME, Richardson K, Lee RSC, Segrave R, Grant JE, Kayayan E, Hughes S, Fontenelle LF, Lowe A, Suo C, Freichel R, Wiers RW, Yücel M, Albertella L. Examining the unique relationships between problematic use of the internet and impulsive and compulsive tendencies: network approach. BJPsych Open 2024; 10:e104. [PMID: 38721785 PMCID: PMC11094446 DOI: 10.1192/bjo.2024.59] [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] [Received: 08/31/2023] [Revised: 12/11/2023] [Accepted: 03/21/2024] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND Both impulsivity and compulsivity have been identified as risk factors for problematic use of the internet (PUI). Yet little is known about the relationship between impulsivity, compulsivity and individual PUI symptoms, limiting a more precise understanding of mechanisms underlying PUI. AIMS The current study is the first to use network analysis to (a) examine the unique association among impulsivity, compulsivity and PUI symptoms, and (b) identify the most influential drivers in relation to the PUI symptom community. METHOD We estimated a Gaussian graphical model consisting of five facets of impulsivity, compulsivity and individual PUI symptoms among 370 Australian adults (51.1% female, mean age = 29.8, s.d. = 11.1). Network structure and bridge expected influence were examined to elucidate differential associations among impulsivity, compulsivity and PUI symptoms, as well as identify influential nodes bridging impulsivity, compulsivity and PUI symptoms. RESULTS Results revealed that four facets of impulsivity (i.e. negative urgency, positive urgency, lack of premeditation and lack of perseverance) and compulsivity were related to different PUI symptoms. Further, compulsivity and negative urgency were the most influential nodes in relation to the PUI symptom community due to their highest bridge expected influence. CONCLUSIONS The current findings delineate distinct relationships across impulsivity, compulsivity and PUI, which offer insights into potential mechanistic pathways and targets for future interventions in this space. To realise this potential, future studies are needed to replicate the identified network structure in different populations and determine the directionality of the relationships among impulsivity, compulsivity and PUI symptoms.
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Affiliation(s)
- Chang Liu
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - Kristian Rotaru
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia; and Monash Business School, Monash University, Australia
| | - Lei Ren
- Military Medical Psychology Section, Logistics University of the People's Armed Police Force, Tianjin, China; and China and Military Mental Health Services and Research Centre, Tianjin, China
| | - Samuel R. Chamberlain
- Department of Psychiatry, University of Southampton, UK; and Southern Gambling Clinic and Specialist Clinic for Impulsive/Compulsive Disorders, Southern Health NHS Foundation Trust, Southampton, UK
| | - Erynn Christensen
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - Mary-Ellen Brierley
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia; and Melbourne Centre for Behaviour Change, Melbourne School of Psychological Sciences, University of Melbourne, Australia
| | - Karyn Richardson
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - Rico S. C. Lee
- Melbourne School of Psychological Sciences, University of Melbourne, Australia
| | - Rebecca Segrave
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - Jon E. Grant
- Department of Psychiatry and Behavioural Neuroscience, University of Chicago, USA
| | - Edouard Kayayan
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - Sam Hughes
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - Leonardo F. Fontenelle
- Obsessive, Compulsive, and Anxiety Spectrum Research Program, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; and D'Or Institute for Research and Education, Rio de Janeiro, Brazil
| | - Amelia Lowe
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - Chao Suo
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - René Freichel
- Department of Psychology, University of Amsterdam, the Netherlands
| | - Reinout W. Wiers
- Addiction Development and Psychopathology (ADAPT) Laboratory, Department of Psychology, and Centre for Urban Mental Health, University of Amsterdam, the Netherlands
| | - Murat Yücel
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - Lucy Albertella
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Australia
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Wu R, Niu Q, Wang Y, Dawa Y, Guang Z, Song D, Xue B, Lu C, Wang S. The Impact of Problematic Smartphone Use on Sleep Quality Among Chinese Young Adults: Investigating Anxiety and Depression as Mediators in a Three-Wave Longitudinal Study. Psychol Res Behav Manag 2024; 17:1775-1786. [PMID: 38707963 PMCID: PMC11067928 DOI: 10.2147/prbm.s455955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 04/18/2024] [Indexed: 05/07/2024] Open
Abstract
Background Sleep disorders are a significant health issue that urgently needs to be addressed among undergraduate students, and one of the potential underlying problems could be problematic smartphone use (PSU). This study aimed to clarify the relationship between PSU and poor sleep quality by investigating the independent and serial mediating roles of anxiety and depressive symptoms in a population of university students in Tibet, China. Methods A total of 2993 Tibetan college students completed three waves of data surveys, with all participants completing questionnaires on PSU, anxiety, depressive symptoms, and sleep quality (Time 1 (T1) -Time 3 (T3)). Bootstrapped mediation analysis was used to explore the mediating role of anxiety and depressive symptoms in the longitudinal relationship between PSU and sleep quality. Results Both direct and indirect effects of PSU on poor sleep quality were found. PSU (T1) can had not only a direct negative influence on poor sleep quality (T3) among young adults (direct effect = 0.021, 95% CI = 0.010-0.033) but also an indirect negative impact via three pathways: the independent mediating effect of anxiety symptoms (T2) (indirect effect 1 = 0.003, 95% CI = 0.001-0.006), the independent mediating effect of depressive symptoms (T2) (indirect effect 2 = 0.004, 95% CI = 0.002-0.006), and the serial mediating effects of anxiety (T2) and depressive symptoms (T2) (indirect effect 3 = 0.008, 95% CI=0.005-0.011). Conclusion These findings highlight the role of anxiety and depression symptoms as joint mediating factors in the relationship between PSU and sleep disturbances. Interventions focused on improving sleep that incorporate behavioural measures could benefit from treatment approaches targeting mental disorders.
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Affiliation(s)
- Ruipeng Wu
- Key Laboratory for Molecular Genetic Mechanisms and Intervention Research on High Altitude Disease of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
- Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, Department of Nutrition and Food Hygiene, School of Public Health, Southeast University, Nanjing, 210009, People’s Republic of China
| | - Qiong Niu
- Key Laboratory for Molecular Genetic Mechanisms and Intervention Research on High Altitude Disease of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
- Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
| | - Yingting Wang
- Key Laboratory for Molecular Genetic Mechanisms and Intervention Research on High Altitude Disease of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
- Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
| | - Yundan Dawa
- Department of Tibetan Medicine, University of Tibetan Medicine(UTC), Lhasa, 850000, People’s Republic of China
| | - Zixuan Guang
- Key Laboratory for Molecular Genetic Mechanisms and Intervention Research on High Altitude Disease of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
- Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
| | - Dongji Song
- Key Laboratory for Molecular Genetic Mechanisms and Intervention Research on High Altitude Disease of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
| | - Bei Xue
- Key Laboratory for Molecular Genetic Mechanisms and Intervention Research on High Altitude Disease of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
| | - Ciyong Lu
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-Sen University 510080, Guangzhou, People’s Republic of China
| | - Shaokang Wang
- Key Laboratory for Molecular Genetic Mechanisms and Intervention Research on High Altitude Disease of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, People’s Republic of China
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, Department of Nutrition and Food Hygiene, School of Public Health, Southeast University, Nanjing, 210009, People’s Republic of China
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Stirnberg J, Margraf J, Precht LM, Brailovskaia J. The Relationship between Reasons for Smartphone Use, Addictive Use Tendencies, Fear of Missing Out, Depression, and Life Satisfaction: A Qualitative and Quantitative Analysis. Psychopathology 2024:1-10. [PMID: 38679019 DOI: 10.1159/000538263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 03/04/2024] [Indexed: 05/01/2024]
Abstract
INTRODUCTION In the present cross-sectional study, we investigated whether reasons for smartphone use are similar to those of social media use. Also, we explored links between reasons of smartphone use and mental health variables (problematic smartphone use, FOMO, depression symptoms, and life satisfaction) in Germany during the COVID-19 lockdown period. METHODS Overall, 571 smartphone users (Mage = 31.60, SDage = 12.73) provided their reasons for smartphone use. The reasons were assigned to six categories by an inductive qualitative content analysis. RESULTS Five of six reasons were similar to those of social media described by previous research. "Search for social interaction" goes along with less problematic smartphone use and depression symptoms and more life satisfaction. "Search for positive feelings" is associated with lower life satisfaction. More depressed people, those with problematic smartphone use tendencies, higher FOMO, and lower life satisfaction tend to "escape from negative emotions." DISCUSSION Our results help to understand the relationships between reasons for smartphone use and mental health variables.
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Affiliation(s)
- Jan Stirnberg
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Bochum, Germany
| | - Jürgen Margraf
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Bochum, Germany
- DZPG (German Center for Mental Health), partner site Bochum/Marburg, Bochum, Germany
| | - Lena-Marie Precht
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Bochum, Germany
| | - Julia Brailovskaia
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Bochum, Germany
- DZPG (German Center for Mental Health), partner site Bochum/Marburg, Bochum, Germany
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14
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He B, Tan Z, Lai K, Qiu B, Wang S. The effect of event impact on fear of missing out: the chain mediation effect of coping styles and anxiety. Front Psychol 2024; 15:1382440. [PMID: 38699573 PMCID: PMC11063384 DOI: 10.3389/fpsyg.2024.1382440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 03/29/2024] [Indexed: 05/05/2024] Open
Abstract
The fear of missing out is a generalized anxiety stemming from the possibility of not being present at new events or advantageous situations of others. To explore potential mechanisms, a survey measuring the impact of event, coping style, anxiety, and fear of missing out was conducted with 1,014 college students (367 males and 647 females, aged 19-24 years). In addition, the study delved deeper into the dimensions of intrusion, avoidance, and hyperarousal concerning the impact of event, examining their roles in coping style, anxiety, and fear of missing out. Results showed that: (1) The impact of event could predict the fear of missing out positively. (2) A more positive coping style is negatively associated with anxiety. (3) A chain mediation effect of coping style and anxiety is observed in the path from hyperarousal and avoidance to the fear of missing out. (4) In contrast to the hyperarousal or avoidance, the path from intrusion to the fear of missing out is mediated by anxiety but not coping style. These findings motivate us to implement different intervention tactics for varying impacts of events.
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Affiliation(s)
- Bofeng He
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents (South China Normal University), Ministry of Education, Guangzhou, China
- School of Psychology, South China Normal University, Guangzhou, China
- School of Health Management, Guangzhou Medical University, Guangzhou, China
| | - Zhenjing Tan
- School of Education, South China Normal University, Guangzhou, China
- School of Public Health, Guangdong Medical University, Dongguan, China
| | - Kaiying Lai
- Guangzhou Institute of Educational Research, Guangzhou, China
| | - Boyu Qiu
- School of Health Management, Guangzhou Medical University, Guangzhou, China
| | - Suiping Wang
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents (South China Normal University), Ministry of Education, Guangzhou, China
- School of Psychology, South China Normal University, Guangzhou, China
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15
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Xiang Y, Zhang Y, Li X. The circular argument relationship between mindfulness and mobile phone addiction: evidence based on the diary method. THE JOURNAL OF GENERAL PSYCHOLOGY 2024; 151:138-154. [PMID: 37477989 DOI: 10.1080/00221309.2023.2224548] [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: 06/05/2023] [Indexed: 07/23/2023]
Abstract
The link between civilization and technology has long been a hotspot of research around the world. Mobile phone addiction has become a common social phenomenon with advances in society and technology, wreaking havoc on people's emotional health, physical fitness, and personal connections. Considering the positive effects of mindfulness, this study used the diary method to explore the relationship between mindfulness and mobile phone addiction based on the mindfulness reperceiving model. We conducted a 14-day diary study among 198 Chinese youth participants. The results showed that there was a circular argument relationship between mindfulness and mobile phone addiction: mindfulness of the previous day could significantly negatively predict mobile phone addiction of the following day, and vice versa. These results, based on the mindfulness reperceiving model, effectively extend theories and profoundly reveal the circular argument relationship between mindfulness and mobile phone addiction. Besides, it also provides new thought for the mechanism of the interrelationship between mindfulness and mobile phone addiction, as an important theoretical support for the intervention of mobile phone addiction from the perspective of mindfulness.
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Affiliation(s)
- Yanhui Xiang
- Teacher Education College, Hunan City University, Yiyang, China
- Department of Psychology, Hunan Normal University, Changsha, China
| | - Yuchun Zhang
- Department of Psychology, Hunan Normal University, Changsha, China
| | - Xiaojun Li
- Tao Xingzhi Research Institute, Nanjing Xiaozhuang University, Nanjing, China
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16
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Aydın Y, Aydın G. Predictors of Procrastination in a Moderated Mediation Analysis: The Roles of Problematic Smartphone Use, Psychological Flexibility, and Gender. Psychol Rep 2024; 127:531-549. [PMID: 35942631 DOI: 10.1177/00332941221119404] [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] [Indexed: 11/16/2022]
Abstract
Research has revealed that problematic smartphone use is a cause of procrastination. This study investigated the predictive role of problematic smartphone use on procrastination with consideration of the mediating effect of psychological flexibility. The moderating role of gender in the frequency of checking smartphones was also tested in this mediational model. Of total, 471 undergraduate students (369 female, 102 male) with a mean age of 20.65 participated in the study. The study was conducted face to face in classroom settings, and the results of the analysis revealed that psychological flexibility indeed affected the relationship between problematic smart phone use and procrastination. In addition, moderated mediation analysis suggested that female university students were significantly impacted. Finally, it was observed that psychological flexibility played a significant role amongst the female university students surveyed in the relationship between problematic smart phone use and procrastination.
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Affiliation(s)
- Yasin Aydın
- Department of Educational Sciences, Counseling and Guidance Department, Faculty of Education, Bolu Abant İzzet Baysal University, Bolu, Turkey
| | - Gökçen Aydın
- Department of Educational Sciences, Counseling and Guidance Department, Faculty of Education, Hasan Kalyoncu University, Gaziantep, Turkey
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17
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León Méndez M, Padrón I, Fumero A, Marrero RJ. Effects of internet and smartphone addiction on cognitive control in adolescents and young adults: A systematic review of fMRI studies. Neurosci Biobehav Rev 2024; 159:105572. [PMID: 38320657 DOI: 10.1016/j.neubiorev.2024.105572] [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: 08/31/2023] [Revised: 02/01/2024] [Accepted: 02/02/2024] [Indexed: 02/08/2024]
Abstract
BACKGROUND Internet Addiction (IA) refers to excessive or uncontrolled behaviors related to Internet access, causing impairment or distress. Similarly, Smartphone Addiction (SPA) involves the excessive use of smartphones, disrupting users' daily lives. Cognitive control plays a relevant role in the development of IA and SPA, with executive functions and rewards processing being particularly important. OBJECTIVE This study aims to provide a synthesis of scientific evidence on the differential effects of IA and SPA on cognition in young adults and adolescents, using fMRI. METHODS Relevant articles published between 2013 and May 2023 were identified following the PRISMA protocol. RESULTS Included studies (n = 21) revealed that both behavioral addictions were associated with impairments in cognitive control related to reward processing (ACC, insula, amygdala) and executive function (DLPFC, frontal, parietal lobes) in adolescents and young adults. CONCLUSION These findings provide evidence for neuroanatomical similarities between IA and SPA in young adults and adolescents related to executive functions and rewards processing. However, differential effects of SPA and IA on cognitive control were not found in this study. Future research should explore the relationship between these addictions with other cognitive domains to further expand our understanding within this field. While both IA and SPA involve the excessive use of online technology, SPA could involve a higher risk, given that smartphones allow internet connectivity anytime.
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Affiliation(s)
- M León Méndez
- Instituto Universitario de Neurociencia, Universidad de La Laguna, La Laguna, Santa Cruz de Tenerife 38200, Spain.
| | - I Padrón
- Instituto Universitario de Neurociencia, Universidad de La Laguna, La Laguna, Santa Cruz de Tenerife 38200, Spain; Department of Developmental Psychology and Education, Spain.
| | - A Fumero
- Instituto Universitario de Neurociencia, Universidad de La Laguna, La Laguna, Santa Cruz de Tenerife 38200, Spain; Department of Clinical Psychology, Psychobiology, and Methodology, Spain.
| | - R J Marrero
- Instituto Universitario de Neurociencia, Universidad de La Laguna, La Laguna, Santa Cruz de Tenerife 38200, Spain; Department of Clinical Psychology, Psychobiology, and Methodology, Spain.
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18
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Liu N, Zhu S, Zhang W, Sun Y, Zhang X. The relationship between fear of missing out and mobile phone addiction among college students: the mediating role of depression and the moderating role of loneliness. Front Public Health 2024; 12:1374522. [PMID: 38584914 PMCID: PMC10995225 DOI: 10.3389/fpubh.2024.1374522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 03/12/2024] [Indexed: 04/09/2024] Open
Abstract
Background Mobile phone addiction has adverse influences on the physical and mental health of college students. However, few studies shed light on the effect of fear of missing out on mobile phone addiction and the underlying mechanisms among college students. Methods To explore their associations, the present study used the Fear of Missing Out Scales (FoMOS), Loneliness Scale (USL-8), Mobile Phone Addiction Index Scale (MPAI), and Depression-Anxiety-Stress Questionnaire (DASS-21) to investigate 750 college students. Results The results suggested that fear of missing out significantly positively predicted mobile phone addiction. This direct effect could be mediated by depression, and the indirect effect of fear of missing out on mobile phone addiction could be moderated by loneliness. Specifically, the indirect effect was stronger for students with high levels of loneliness. Conclusion This study provides a theoretical basis for developing future interventions for mobile phone addiction in higher education students.
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Affiliation(s)
| | | | | | | | - Xinyao Zhang
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Changchun, China
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19
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Benedetto L, Rollo S, Cafeo A, Di Rosa G, Pino R, Gagliano A, Germanò E, Ingrassia M. Emotional and Behavioural Factors Predisposing to Internet Addiction: The Smartphone Distraction among Italian High School Students. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:386. [PMID: 38673299 PMCID: PMC11050649 DOI: 10.3390/ijerph21040386] [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: 01/29/2024] [Revised: 03/16/2024] [Accepted: 03/19/2024] [Indexed: 04/28/2024]
Abstract
In a digitally oriented society, smartphones provide continual online accessibility to daily life while simultaneously predisposing adolescents to engage in prolonged connections for various purposes, thus escalating the risk of Internet addiction (IA). Cognitive processes such as multitasking and attentional shifting are frequently associated with smartphone activities. Additionally, online engagements may serve as emotional strategies for regulating negative states (e.g., boredom and distress), redirecting attention towards more gratifying activities, such as social media contents. This study delves into cognitive-emotional processes (i.e., emotion regulation, attention impulsiveness, online vigilance, and multitasking) and emotional/behavioural factors (i.e., emotional problems, conduct problems, hyperactivity/inattention, peer relationships, and prosocial behaviours) that may be implicated in smartphone activities and technology addiction among adolescents. A community sample of Italian high school students (N = 676; 42.2% females) completed the Smartphone Distraction Scale (SDS), the Strength and Difficulties Questionnaire (SDQ) for internalising/externalising symptoms and the Internet Addiction Test (IAT) to assess the presence and severity of IA. The scores on the SDS were found to be positively associated with IA levels. Furthermore, students exhibiting higher internalising/externalising symptoms, particularly those with traits of attention deficit hyperactivity disorder (ADHD), are more likely to manifest problematic smartphone usage. The implications for screening adolescents more susceptible to developing IA symptoms and for implementing preventive interventions are discussed.
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Affiliation(s)
- Loredana Benedetto
- Department of Clinical and Experimental Medicine, University of Messina, 98124 Messina, Italy;
| | - Simone Rollo
- Department of Translational Biomedicine and Neuroscience, University of Bari “Aldo Moro”, 70121 Bari, Italy
| | - Anna Cafeo
- Division of Child Neurology and Psychiatry, Department of the Adult and Developmental Age Human Pathology, University of Messina, 98124 Messina, Italy; (A.C.); (R.P.); (A.G.); (E.G.)
| | - Gabriella Di Rosa
- Division of Child Neurology and Psychiatry, Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, 98124 Messina, Italy;
| | - Rossella Pino
- Division of Child Neurology and Psychiatry, Department of the Adult and Developmental Age Human Pathology, University of Messina, 98124 Messina, Italy; (A.C.); (R.P.); (A.G.); (E.G.)
| | - Antonella Gagliano
- Division of Child Neurology and Psychiatry, Department of the Adult and Developmental Age Human Pathology, University of Messina, 98124 Messina, Italy; (A.C.); (R.P.); (A.G.); (E.G.)
| | - Eva Germanò
- Division of Child Neurology and Psychiatry, Department of the Adult and Developmental Age Human Pathology, University of Messina, 98124 Messina, Italy; (A.C.); (R.P.); (A.G.); (E.G.)
| | - Massimo Ingrassia
- Department of Clinical and Experimental Medicine, University of Messina, 98124 Messina, Italy;
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20
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Zhou J, Rosmarin DH, Pirutinsky S. Clinical differences between outpatients with and without internet addiction and emotional disorders: a prospective naturalistic outcome study. Front Psychiatry 2024; 15:1357477. [PMID: 38585476 PMCID: PMC10996365 DOI: 10.3389/fpsyt.2024.1357477] [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] [Received: 12/18/2023] [Accepted: 03/07/2024] [Indexed: 04/09/2024] Open
Abstract
Background/Objective as internet use becomes increasingly ingrained in contemporary society, internet addiction (IA) has emerged as a global public health concern. There is ongoing debate regarding whether IA represents a distinct psychological disorder or a secondary manifestation of other existing disorders. This study aimed to examine the pathological relationship between IA and emotional disorders (ED). Method this study compared pre-treatment characteristics and treatment process of three groups of patients (N=1292) in a naturalistic treatment setting: IA only, ED only, and comorbidity of IA and ED. Results the IA only group differed from the other groups by reporting the highest levels of life satisfaction, adaptive emotion regulation, as well as risk behavior urges at intake. In addition, the IA only group displayed the lowest level of depressive and anxiety symptoms throughout the treatment. Conclusion our findings contribute to a better understanding of the discreteness of IA as a potential psychological disorder and inform more effective treatment strategies for IA and its comorbid conditions.
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Affiliation(s)
- Jiaqi Zhou
- Shanghai Key Laboratory of Mental Health and Psychological Crisis, Affiliated Mental Health Center (ECNU), School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
- Center for Anxiety, New York, NY, United States
| | - David H. Rosmarin
- Center for Anxiety, New York, NY, United States
- McLean Hospital/Harvard Medical School, Belmont, MA, United States
| | - Steven Pirutinsky
- Center for Anxiety, New York, NY, United States
- Graduate School of Social Work, Touro College, New York, NY, United States
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Al-Abyadh MHA, Alatawi MA, Emara EAM, Almasoud SA, Alsetoohy O, Ali ARM. Do Smartphone Addiction and Self-Regulation Failures Affect Students' Academic Life Satisfaction? The Role of Students' Mind Wandering and Cognitive Failures. Psychol Res Behav Manag 2024; 17:1231-1253. [PMID: 38524287 PMCID: PMC10959119 DOI: 10.2147/prbm.s437076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 02/08/2024] [Indexed: 03/26/2024] Open
Abstract
Purpose The purpose of this study is to investigate how smartphone addiction and self-regulation failure influence students' academic life satisfaction considering the impacts of students' mind wandering and cognitive failures. It also sought to look at how students' minds wander, and cognitive failures are affected by smartphone addiction and self-regulation failure among university students. Methods The WarpPLS-SEM software was used to analyze the research data retrieved from a sample of 950 undergraduate students from universities in Egypt and the Kingdom of Saudi Arabia (KSA). Results In both countries, the findings revealed that students' smartphone addiction and self-regulation failures negatively affect students' academic life satisfaction and positively affect students' mind wandering and cognitive failures. Additionally, smartphone addiction is positively related to failures of students' self-regulation. Besides the negative influences of students' cognitive failures on their academic life satisfaction, cognitive failures mediated negatively the relationship between mind wandering and students' academic life satisfaction. Finally, students' mind wandering mediated the relationship between smartphone addiction, self-regulation failure, and academic life satisfaction. Discussion The study introduces fresh insights into the study variables that can be used to expand the literature on academic life satisfaction. The study provides theoretical and practical contributions to students, educators, and policymakers of education.
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Affiliation(s)
- Mohammed Hasan Ali Al-Abyadh
- Department of Special Education, College of Education in Al-Kharj, Prince Sattam bin Abdulaziz University, Al-Kharj, 11942, Kingdom of Saudi Arabia
- College of Education, Thamar University, Dhamar, Yemen
| | - Marwan Atallah Alatawi
- Department of Special Education, College of Education and Art, University of Tabuk, Tabuk, Kingdom of Saudi Arabia
| | - Eslam Abdelhafiz Mohamed Emara
- Department of Educational and Psychological Sciences, Faculty of Special Education, Damietta University, New Damietta, Egypt
| | - Sahar Abdulaziz Almasoud
- Department of Teaching and Learning, College of Education and Human Development, Princess Nourah Bint Abdulrahman University, Riyadh, Kingdom of Saudi Arabia
| | - Omar Alsetoohy
- Department of Hotel Management, Faculty of Tourism and Hotels, University of Sadat City, Sadat City, Egypt
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Zhang L, Wang W, Wang X, Yuan X, Luo Y, Wu M, Ma L. The relationship between mobile phone addiction and non-suicidal self-injury: Findings from six universities in Shaanxi province, China. J Affect Disord 2024; 349:472-478. [PMID: 38199399 DOI: 10.1016/j.jad.2024.01.052] [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: 05/23/2023] [Revised: 12/13/2023] [Accepted: 01/04/2024] [Indexed: 01/12/2024]
Abstract
BACKGROUND Although the development and application of mobile phones have changed various aspects of people's lives, excessive use of mobile phones has also raised physical and mental health concerns. However, the relationship between mobile phone addiction (MPA) and non-suicidal self-injury (NSSI) is unclear. METHODS A cross-sectional study was conducted (2022) among students from six universities to assess the relationship between MPA and NSSI. A Mobile Phone Addiction Tendency Scale (MPATS) was used to assess MPA, while NSSI was assessed via The Ottawa Self-Injury Inventory. Binary logistic regression models were used to assess the relationship between MPA and NSSI. RESULTS A total of 18,723 college students (6531 males [34.9 %] and 12,192 females [65.1 %]) were included in the final analyses. The prevalence of NSSI during the past 12 months was 6.5 %. Furthermore, 5553 participants (29.7 %) met the MPA criteria (MPATS score ≥ 48), and the average MPATS score was 39.5 ± 13.0. MPA was associated with increased odds of NSSI after adjusting for socio-demographic characteristics, health-related characteristics, and relevant psychosocial variables (OR, 1.29; 95 % CI, 1.13-1.46). Moreover, gender did not affect the association of MPA and MPATS score with NSSI (P for interaction>0.05). The restricted cubic splines regression showed that a monotonically increasing risk of NSSI was associated with increasing MPATS score (P for non-linearity = 0.474). CONCLUSIONS MPA is associated with increased odds of NSSI among college students, indicating that early examination, prevention, and intervention for MPA may prevent and control NSSI.
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Affiliation(s)
- Lei Zhang
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China; Shaanxi Medical Association, Xi'an 710003, China; Shaanxi Provincial Health Industry Association Service Center, Xian 710003, China
| | - Wenhua Wang
- Shaanxi Provincial Health Industry Association Service Center, Xian 710003, China
| | - Xue Wang
- Shaanxi Medical Association, Xi'an 710003, China
| | - Xiaoxiao Yuan
- Shaanxi Provincial Health Industry Association Service Center, Xian 710003, China
| | - Yi Luo
- Shaanxi Provincial Health Industry Association Service Center, Xian 710003, China
| | - Mingyang Wu
- Department of Maternal and Child Health, Xiangya School of Public Health, Central South University, Changsha 410078, China.
| | - Le Ma
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
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23
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Wang J, Xu X, Zuo L, Wang H, Yang G. Mobile phone addiction and insomnia among college students in China during the COVID-19 pandemic: a moderated mediation model. Front Public Health 2024; 12:1338526. [PMID: 38528859 PMCID: PMC10961390 DOI: 10.3389/fpubh.2024.1338526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 02/26/2024] [Indexed: 03/27/2024] Open
Abstract
Background Nowadays, it is widely acknowledged that mobile phone addiction is a risky factor for insomnia symptoms, but to date, people know little about the underlying relationship between them among undergraduates during the COVID-19 pandemic. The purpose of the present study was to examine the potential association between mobile phone addiction and insomnia, as well as the mediating role of social anxiety and the moderating role of physical activity. Methods Using the Mobile Phone Addiction Tendency Scale, Social Phobia Inventory, Physical Activity Rating Scale and Insomnia Severity Index, 301 eligible college students in China were investigated. For data analysis, descriptive analysis, correlation analysis, moderating effect test, moderating effect test were carried out in turn. Results The findings revealed a favorable correlation between mobile phone addiction, social anxiety and insomnia, as well as between social anxiety and insomnia. But physical activity was negatively correlated with social anxiety and mobile phone addiction, and social anxiety partially mediated the relationship between mobile phone addiction and insomnia. Additionally, physical activity played a significant moderating effect between mobile phone addiction and social anxiety. Conclusion This study advances the knowledge of how mobile phone addiction raises the likelihood of experiencing insomnia symptoms, and also implies that upping physical activity level could lessen the harmful impacts from mobile phone addiction.
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Affiliation(s)
- Jinfu Wang
- School of Physical Education, South China University of Technology, Guangzhou, China
| | - Xue Xu
- School of Finance and Economy Guangdong Engineering Polytechnic, Guangzhou, China
| | - Lijun Zuo
- School of Physical Education, South China University of Technology, Guangzhou, China
| | - Haiyun Wang
- School of Physical Education, Guangzhou College of Commerce, Guangzhou, China
| | - Guan Yang
- School of Physical Education, South China University of Technology, Guangzhou, China
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Nahidi M, Ahmadi M, Fayyazi Bordbar MR, Morovatdar N, Khadem-Rezayian M, Abdolalizadeh A. The relationship between mobile phone addiction and depression, anxiety, and sleep quality in medical students. Int Clin Psychopharmacol 2024; 39:70-81. [PMID: 37781789 DOI: 10.1097/yic.0000000000000517] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/03/2023]
Abstract
This study investigates the prevalence of mobile phone addiction among medical students and its relationship with depression, anxiety, and sleep quality. The study was conducted at Mashhad University of Medical Sciences from 2019 to 2021, and it included medical students at four different levels of training. Participants were selected using a stratified random sampling method. All subjects completed the Mobile Phone Addiction Scale, Pittsburgh Sleep Quality Index (PSQI), Beck Depression Inventory, and Beck Anxiety Inventory through online electronic self-report questionnaires. Overall, 355 medical students were included in the study, with 203 (57.2%) being female. Mild and severe mobile phone addiction was reported by 83.7 and 2.5% of the students, respectively. Furthermore, the study's findings revealed significantly higher sleep quality disorder, depression, and anxiety scores among students with severe mobile phone addiction compared to other participants ( P < 0.001, P = 0.007, and P < 0.001, respectively). Although mobile phone addiction was prevalent, severe addiction was rare among medical students. Nevertheless, severe addiction was associated with an increased prevalence of mental health problems and sleep disturbances, emphasizing the importance of interventions aimed at reducing mobile phone addiction and improving mental health.
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Affiliation(s)
- Mahsa Nahidi
- Psychiatry and Behavioral Sciences Research Center, Mashhad University of Medical Sciences
| | | | | | - Negar Morovatdar
- Clinical Research Development Unit, Faculty of Medicine, Mashhad University of Medical Sciences
| | - Majid Khadem-Rezayian
- Department of Community Medicine, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Adeleh Abdolalizadeh
- Psychiatry and Behavioral Sciences Research Center, Mashhad University of Medical Sciences
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Li GX, Liu L, Wang MQ, Li Y, Wu H. The longitudinal mediating effect of rumination on the relationship between depressive symptoms and problematic smartphone use in Chinese university students: A three-wave cross-lagged panel analysis. Addict Behav 2024; 150:107907. [PMID: 37984221 DOI: 10.1016/j.addbeh.2023.107907] [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: 07/13/2023] [Revised: 11/01/2023] [Accepted: 11/05/2023] [Indexed: 11/22/2023]
Abstract
BACKGROUND AND AIMS Although previous studies have considered rumination a possible mediator of the relationship between mental health and problematic smartphone use (PSU), few prospective studies have been conducted, limiting the ability to draw causal inferences. Therefore, the current study aimed to examine the mediating role of rumination on the depression-PSU relationship using three-wave cross-lagged panel models (CLPMs) with longitudinal data. METHODS A sample of 321 medical students from China Medical University completed three waves of online measures of depressive symptoms, rumination, and PSU. The three-wave CLPMs were constructed to examine the mediating role of rumination. RESULTS Our results demonstrated that depressive symptoms were bidirectionally related to rumination, and that rumination was bidirectionally related to PSU. The reciprocal CLPM suggested that depressive symptoms at Time 1 positively affected PSU at Time 3 via rumination at Time 2. The indirect effect was significant, with a path coefficient of 0.023 (95% CI: 0.004 to 0.042). Conversely, PSU at Time 1 positively affected depressive symptoms at Time 3 via rumination at Time 2, with a path coefficient of 0.015 (95% CI: 0.001 to 0.029). DISCUSSION AND CONCLUSIONS This prospective study provided empirical evidence of the influence of depression on PSU and vice versa among Chinese university students. It also highlighted the importance of rumination in the depression-PSU relationship, revealing a bidirectional mediating role of rumination. Additional large-scale multi-wave longitudinal studies are needed to verify our results.
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Affiliation(s)
- Guang-Xiao Li
- Department of Medical Record Management Center, the First Hospital of China Medical University, Shenyang 110001, China
| | - Li Liu
- Department of Social Medicine, School of Health Management, China Medical University, Shenyang, 110122, China
| | - Meng-Qi Wang
- Department of Social Medicine, School of Health Management, China Medical University, Shenyang, 110122, China
| | - Ying Li
- Office of Scientific Research Management, School of Public Health, China Medical University, Shenyang, 110122, China.
| | - Hui Wu
- Department of Social Medicine, School of Health Management, China Medical University, Shenyang, 110122, China.
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26
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Ding L, Li Z, Jiang H, Zhang X, Xiong Z, Zhu X. Mobile phone problem use and depressive symptoms: the mediating role of social support and attitude to aging among Chinese older adults. BMC Psychiatry 2024; 24:135. [PMID: 38365625 PMCID: PMC10874069 DOI: 10.1186/s12888-024-05565-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 01/29/2024] [Indexed: 02/18/2024] Open
Abstract
BACKGROUND Little is known about mobile phone problem use (MPPU) among older adults. This study investigated critical factors affecting MPPU and filled the gap between MPPU and depressive symptoms in older people. METHODS A cross-sectional study was conducted in community (n = 376) with questionnaires of Multidimensional Scale of Perceived Social Support (MSPSS), Geriatric Depression Scale (GDS-15), Attitudes to Aging Questionnaire (AAQ) and Mobile Phone Problem Use Scale (MPPUS). RESULTS 80.9% of older people used smartphones and spend less than three hours on mobile phone per day. The average MPPU score of Chinese elderly is greater than the cut off to 41. Female (β = -0.11, P = 0.037), living with spouse (β = -0.17, P = 0.03), and late marriage age (β = -0.16, P = 0.007) are less likely to develop MPPU. The relationship between MPPU and depressive symptoms was partially mediated by social support and attitude to aging. CONCLUSION Elderly people generally have higher MPPU scores. MPPU was associated with depressive symptoms, through social support and attitude to aging.
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Affiliation(s)
- Linlin Ding
- School of Nursing, Hubei University of Chinese Medicine, #1 Huangjiahu West Road, Wuhan, 430065, China
| | - Zhihan Li
- School of Nursing and Health Administration, Wuhan Donghu University, Wuhan, 430212, China
| | - Hao Jiang
- School of Nursing, Hubei University of Chinese Medicine, #1 Huangjiahu West Road, Wuhan, 430065, China
| | - Xiaona Zhang
- School of Nursing, Hubei University of Chinese Medicine, #1 Huangjiahu West Road, Wuhan, 430065, China
| | - Zhenfang Xiong
- School of Nursing and Health Administration, Wuhan Donghu University, Wuhan, 430212, China.
| | - Xinhong Zhu
- School of Nursing, Hubei University of Chinese Medicine, #1 Huangjiahu West Road, Wuhan, 430065, China.
- Hubei Shizhen Laboratory, Wuhan, 430060, China.
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Lee HS, Choi M, Na EY. Reciprocal longitudinal effects among Korean young adolescent' negative peer relationships, social withdrawal, and smartphone dependence. Heliyon 2024; 10:e25188. [PMID: 38327419 PMCID: PMC10847868 DOI: 10.1016/j.heliyon.2024.e25188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 01/18/2024] [Accepted: 01/22/2024] [Indexed: 02/09/2024] Open
Abstract
The research should consider the complex dynamics of social interaction to better understand smartphone dependence among adolescents. In social situations, adolescents can choose to interact with their peers or use their smartphones, and smartphone dependence can drive adolescents far away from interaction with their peers. Adolescents, conversely, may use smartphones to avoid peer interaction because they have experienced social withdrawal or negative peer relationships. Previous research has not discussed enough what precedes or follows in longitudinal relationships. This study aims to examine the reciprocal longitudinal effects between adolescents' negative peer relationships, social withdrawal, and smartphone dependence. The analysis used longitudinal panel data collected yearly between 2018 and 2020 from the Korean Children and Youth Panel Survey (KCYPS) sampled from adolescents in the Republic of Korea and employed autoregressive cross-lagged modeling on 2230 participants. The reciprocal longitudinal relationships differed depending on the sub-factors of smartphone dependence. For instance, the sub-factor of smartphone dependence, including virtual life orientation and withdrawal, had reciprocal longitudinal relationships with negative peer relationships. The other sub-factor of smartphone dependence, including daily life disturbance and tolerance, influenced negative peer relationships consistently, but the converse path did not. In addition, social withdrawal longitudinally affected negative peer relationships the following year. However, the reciprocal longitudinal relationships between social withdrawal and smartphone dependence were not significant in any path in this research. This research provides practical implications for intervention to reduce smartphone dependence among young adolescents.
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Affiliation(s)
- Hye-Sun Lee
- Media Convergence Research Institute, Sogang University, 35 Baekbeom-ro, Mapo-gu, Seoul, 04107, Republic of Korea
| | - Mikyung Choi
- Institute for University Education Innovation, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, 05029, Republic of Korea
| | - Eun-Yeong Na
- School of Media, Arts, and Science, Sogang University, 35 Baekbeom-ro, Mapo-gu, Seoul, 04107, Republic of Korea
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28
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Wang Y, Lu Y, Tian X, Liu Y, Ma W. The relationship between mobile phone addiction and time management disposition among Chinese college students:A cross-lagged panel model. Heliyon 2024; 10:e25060. [PMID: 38314296 PMCID: PMC10837617 DOI: 10.1016/j.heliyon.2024.e25060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 02/06/2024] Open
Abstract
Previous research has identified a negative association between mobile phone addiction and time management disposition among college students; however, the direction of this relationship remains divergent. This study utilized a cross-lagged panel model to elucidate the directionality of the relationship between mobile phone addiction and time management disposition. A total of 466 college students completed two measures at seven-month intervals. The findings revealed a prevalence of mobile phone addiction at 10.94 % and 13.73 % in the two surveys. Notably, both mobile phone addiction and time management disposition demonstrated stability over time. Furthermore, a discernible negative bidirectional relationship was observed between the two. The present findings underscore the importance of timely intervention for college students facing challenges in mobile phone usage and time management.
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Affiliation(s)
- Yake Wang
- School of Educational Studies, Universiti Sanis Malaysia, Penang, Malaysia
| | - Yao Lu
- Faculty of Education, Southwest University, Chongqing, China
| | - Xiaoxia Tian
- School of Mathematical Sciences, Henan Institute of Science and Technology, Xinxiang, China
| | - Yongchun Liu
- School of Preschool Education, Sichuan Preschool Education College, Mianyang, China
| | - Wenhua Ma
- School of Preschool Education, Sichuan Preschool Education College, Mianyang, China
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Sarhan AL. The relationship of smartphone addiction with depression, anxiety, and stress among medical students. SAGE Open Med 2024; 12:20503121241227367. [PMID: 38313469 PMCID: PMC10838039 DOI: 10.1177/20503121241227367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Accepted: 01/04/2024] [Indexed: 02/06/2024] Open
Abstract
Introduction An increasing amount of research has shown a link between psychopathological behaviors such as smartphone addiction, depression, anxiety, and stress. The aim of this study was to assess the association of smartphone addiction with depression, anxiety, and stress. Methods A cross-sectional study was conducted between 26th January and 3rd March 2021. The sample was chosen using a convenient sampling technique and Raosoft tool. The survey assessed smartphone addiction using abbreviated versions of the Addiction Scale Short Version, a self-administered questionnaire that has been validated in the English and Arabic languages. Also, Depression and Anxiety Stress Scale was used to measure the level of depression, anxiety, and stress among the university students. Results A total of 367 university students from the Medical and Health Sciences College participated. Our findings showed that smartphone addiction exhibited positive correlations with depression (r = 0.375, p < 0.01), anxiety (r = 0.253, p < 0.01), and stress (r = 0.328, p < 0.05). In addition, there was a strong positive correlation between depression and both anxiety and stress (r = 0.731, p < 0.01) (r = 0.778, p < 0.01), respectively. Finally, stress and anxiety showed a positive correlation (r = 0.708, p < 0.01). Conclusion When combined, our data offer strong support for a bidirectional hybrid theory that takes into account the link between smartphone addiction and depression, anxiety, and stress. The current study's findings might assist national health authorities in strengthening their efforts to prevent depression, anxiety, and stress associated with the use of modern technology.
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Affiliation(s)
- Adnan Lutfi Sarhan
- Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, Palestine
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30
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Li J, Zhou Y, Liu Y, Yu Z, Gao X. Profiles of fear of missing out and their social media use among young adults: A six-month longitudinal study. Addict Behav 2024; 149:107899. [PMID: 37918124 DOI: 10.1016/j.addbeh.2023.107899] [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: 08/22/2023] [Revised: 10/25/2023] [Accepted: 10/27/2023] [Indexed: 11/04/2023]
Abstract
This longitudinal study used a person-centered approach to differentiate fear of missing out (FoMO) among subgroups of individuals using latent profile analysis (LPA). The subgroups were identified according to trait-FoMO (a specific predisposition) and state-FoMO (a specific cognition in the online context) items. Data were collected from 1125 participants (70.04 % female, age range 17-26 years, Mage = 20.52 years). The LPA showed five distinct profiles: highest FoMO, high trait-FoMO high state-FoMO, high trait-FoMO low state-FoMO, low trait-FoMO high state-FoMO, and low trait-FoMO low state-FoMO. We further explored how these profiles relate to social media use. The results revealed significant differences between profiles in terms of social media engagement, social media self-control failure, and problematic social media use and could be used to predict social media use behaviors of 437 participants (77.35 % female, age range 18-27 years, Mage = 20.60 years) six months later. Thus, the combination of high trait-FoMO and high state-FoMO may mean more frequent social media engagement and could be an important risk factor for social media self-control failure and problematic social media use. Additionally, state-FoMO should be considered in prevention and intervention strategies aimed at addressing young adults' problematic social media use.
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Affiliation(s)
- Jiayu Li
- Faculty of Psychology, Southwest University, Chongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest University, Chongqing, China
| | - Yuhong Zhou
- Faculty of Psychology, Southwest University, Chongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest University, Chongqing, China
| | - Yang Liu
- Chenxi College, Hainan University, Haikou, China
| | - Zhixiang Yu
- Faculty of Psychology, Southwest University, Chongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest University, Chongqing, China
| | - Xuemei Gao
- Faculty of Psychology, Southwest University, Chongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest University, Chongqing, China.
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31
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Liang Y, Huang H, Ding Y, Zhang Y, Lu G, Chen C. The Relationship Between Self-Esteem and Mobile Phone Addiction Among Mainland Chinese Adolescents: A Meta-Analysis. Psychol Rep 2024; 127:5-39. [PMID: 35722969 DOI: 10.1177/00332941221109115] [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] [Indexed: 11/16/2022]
Abstract
In recent years, the problem of mobile phone addiction (MPA) has become increasingly serious among mainland Chinese adolescents. Studies have found that self-esteem may be related to MPA, but the conclusions are inconsistent. Consequently, this meta-analysis aims to explore the real relationship between self-esteem and MPA, and analyze the moderator variables. The relevant studies used in meta-analysis were obtained by searching China National Knowledge Infrastructure (CNKI), Wan Fang Data, Chongqing VIP Information Co., Ltd. (VIP), PubMed, Web of Science, Scopus, Medline and Embase. Then articles were screened and coded, and statistical analysis was carried out by Stata 16.0 software. A total of 45,765 participants from 64 articles were included in the research. Meta-analysis showed that there was a moderate negative correlation between self-esteem and MPA(r = -.25, 95%CI = -.29, -.21). Subgroup analysis and meta-regression analysis showed that the age and publication time can significantly moderate the relationship between self-esteem and MPA, but MPA measurement instrument, gender, region and publication type have no significant moderating effect. The current meta-analysis provided solid evidence that self-esteem was negatively correlated with MPA. Longitudinal studies are needed to clarify the causality between them, so as to make more specific practice and policy recommendations.
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Affiliation(s)
- Yipei Liang
- School of business, Henan University, Kaifeng, Henan, China
| | - Haitao Huang
- Institute of Nursing and Health, Henan University, Kaifeng, Henan, China
| | - Yueming Ding
- Institute of Nursing and Health, Henan University, Kaifeng, Henan, China
| | - Yiming Zhang
- Institute of Nursing and Health, Henan University, Kaifeng, Henan, China
| | - Guangli Lu
- School of business, Henan University, Kaifeng, Henan, China
| | - Chaoran Chen
- Institute of Nursing and Health, Henan University, Kaifeng, Henan, China
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Zhou B, Mui LG, Li J, Yang Y, Hu J. A model for risk factors harms and of smartphone addiction among nursing students: A scoping review. Nurse Educ Pract 2024; 75:103874. [PMID: 38244336 DOI: 10.1016/j.nepr.2024.103874] [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: 10/21/2023] [Revised: 12/10/2023] [Accepted: 01/04/2024] [Indexed: 01/22/2024]
Abstract
AIM To delineate the prevalence of smartphone addiction among nursing students. Further, to identify associated harms and underlying risk factors based on established theoretical models. BACKGROUND Smartphones have become indispensable tools for students. However, excessive use can lead to smartphone addiction, causing physiological, psychological and social harm. Nursing students represent a unique population whose smartphone use may differ from other disciplines due to clinical training demands. METHODS A scoping review was conducted following the Arksey and O'Malley framework. Seven databases were systematically searched from inception to August 2023. Inclusion criteria encompassed original research on smartphone addiction, harms and risks among nursing students. Data were extracted and thematically synthesized. RESULTS Studies (n=39) met inclusion criteria, representing 15 countries. Rates of smartphone addiction among nursing students ranged from 19% to 72%, averaging 40-50%. Incorporated into Engel's biopsychosocial models, the harm is emphasized across individual inclinations, emotional aspects, cognitive processes and executive functions. Physiological harms include sleep disruption, vision concerns,other physiological concerns. psychologically, addiction correlated with increased anxiety and depression,decline in self-esteem, learning and attention and other psychological concerns. socially, it encompasses harms such as interpersonal relationships challenges, career development and decline in social abilities. The I-PACE model identifies various risk factors for smartphone addiction among nursing students, including personal factors such as interpersonal relationship anxiety and perceived academic pressure, affective factors like high stress and learning burnout, cognitive factors such as the need for online social interaction and low perception of social support, as well as executive factors like extended usage duration, poor self-control and usage before sleep. CONCLUSION Smartphone addiction among nursing students presents tangible harms. A proposed theoretical model integrating established frameworks provides avenues to better comprehend addiction genesis and potential intervention strategies. Given addiction's multi-factorial nature, future research investigating harm mitigation through optimizing predisposing, precipitating and perpetuating factors is warranted.
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Affiliation(s)
- Bo Zhou
- Huangshan Vocational College Of Health, School of Nursing, China; Faculty of Medicine, Bioscience and Nursing, MAHSA University, Malaysia
| | - Lim Gek Mui
- Faculty of Medicine, Bioscience and Nursing, MAHSA University, Malaysia.
| | - Jinnan Li
- Huangshan Vocational College Of Health, School of Nursing, China
| | - Yang Yang
- Huangshan Vocational College Of Health, School of Nursing, China
| | - Jiahui Hu
- Huangshan Vocational College Of Health, School of Nursing, China
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Bottaro R, Valenti GD, Faraci P. Internet Addiction and Psychological Distress: Can Social Networking Site Addiction Affect Body Uneasiness Across Gender? A Mediation Model. EUROPES JOURNAL OF PSYCHOLOGY 2024; 20:41-62. [PMID: 38487602 PMCID: PMC10936664 DOI: 10.5964/ejop.10273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 09/20/2023] [Indexed: 03/17/2024]
Abstract
Introduction The Internet, with its unlimited information, revolutionary communication capabilities, and innovative potential to expand knowledge, is ubiquitous throughout the world, but it also has significant implications for users' mental health. Given the not yet clearly defined and distinguishable nosographic categories of online addiction and the resulting difficulties in describing the impact on users' mental health, the present cross-sectional study aimed to gain new insights into the relationship between Internet addiction (especially social networking site [SNS] addiction), psychological distress, and physical discomfort, as well as gender differences in impact among users. Method A sample of 583 Italian speakers (50.8% males; 48.7% females) with a mean age of 30.96 (SD = 12.12) completed an online survey in July 2021. A set of psychometric self-report instruments was administered to assess the study variables. Mediation analyses were performed for both the whole sample and across genders. Results The study found that men exhibited higher levels of Internet addiction and craving than women, but no differences were found for SNS addiction. Furthermore, indicators of psychological distress (i.e., anxiety, depression, stress, loneliness, insomnia, and self-esteem) mediated the association between SNS addiction and body uneasiness, with slight differences across genders. Conclusion This paper contributes to the existing literature on online addictive behaviors by also highlighting gender differences. The findings underscore the need for educational experiences that can prevent problematic use of the Internet and SNSs.
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Affiliation(s)
- Rossella Bottaro
- Department of Human and Social Sciences, University of Enna “Kore”, Enna, Italy
| | - Giusy Danila Valenti
- Department of Psychological, Educational Sciences and Human Movement, University of Palermo, Palermo, Italy
| | - Palmira Faraci
- Department of Human and Social Sciences, University of Enna “Kore”, Enna, Italy
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Nawaz S, Bhowmik J, Linden T, Mitchell M. Validation of a modified problematic use of mobile phones scale to examine problematic smartphone use and dependence. Heliyon 2024; 10:e24832. [PMID: 38312683 PMCID: PMC10835260 DOI: 10.1016/j.heliyon.2024.e24832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 01/11/2024] [Accepted: 01/15/2024] [Indexed: 02/06/2024] Open
Abstract
Over the past decade, the world population has experienced rapid and widespread adoption of smartphones due to their usefulness and convenience. However, researchers have identified a range of adverse behaviours associated with the adoption of smartphones and their higher use. These behaviours are collectively described as Problematic Smartphone Use and Dependence (PSUD). Despite growing research, the underlying processes and drivers leading to these behaviours are inadequately understood. This can partly be attributed to the absence of developed statistical tools and measures that allow researchers to build a comprehensive conceptual understanding of PSUD. To address this issue, this study proposes and evaluates a validated extension to the Problematic Use of Mobile Phones (PUMP) scale. The extension of this tool incorporates factors associated with substance dependence outlined in the Diagnostic and Statistical Manual of Mental Disorders (DSM-5), including additional items to measure PSUD accurately, referred to as the modified problematic use of mobile phones (MPUMP) scale. The newly developed tool was used in a cross-sectional online survey during September and October 2022, drawing on 1018 adult Australian participants. Principal Component Analysis (PCA) and Exploratory Factor Analysis (EFA) were conducted to derive the underlying factors. The EFA revealed two distinct factors: Distraction and Dysregulation. Both factors exhibited high internal consistency, with Cronbach's Alpha coefficients of 0.92 and 0.86, respectively. A one-way analysis of variance (ANOVA) revealed significant variations inthe identified factors' mean scores across different socio-demographic characteristics. The study provides evidence that the MPUMP scale is a validated and reliable measure for accurately assessing PSUD. The study findings offer novel insights into the psychosocial and physical aspects of PSUD, providing a foundation for exploring the causes and potential interventions for PSUD.
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Affiliation(s)
- Saqib Nawaz
- Department of Computing Technologies, School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Australia
| | - Jahar Bhowmik
- Department of Health Science and Biostatistics, School of Health Sciences, Swinburne University of Technology, Australia
| | - Tanya Linden
- School of Computing and IS, Faculty of Engineering and IT, The University of Melbourne, Australia
| | - Matthew Mitchell
- Department of Computing Technologies, School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Australia
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Wang W, Wu M, Zhu Z, Ma L, Zhang L, Li H. Associations of mobile phone addiction with suicide ideation and suicide attempt: findings from six universities in China. Front Public Health 2024; 11:1338045. [PMID: 38312140 PMCID: PMC10834704 DOI: 10.3389/fpubh.2023.1338045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 12/27/2023] [Indexed: 02/06/2024] Open
Abstract
Background Mobile phones are becoming indispensable for life and have changed various aspects of people's lives. The psychological impacts of excessive mobile phone use have emerged as an impressive problem among college students. However, little is known about the associations of mobile phone addiction with suicide ideation and suicide attempt. Methods A cross-sectional study was conducted with students from six universities in 2022. We collected the socio-demographic characteristics, suicide ideation, suicide attempt, psychosocial factors (depressive symptoms, social support, sleep quality), and health-related characteristics (smoking, drinking, body mass index). Mobile phone addiction was ascertained by the Mobile Phone Addiction Tendency Scale (MPATS). The associations of mobile phone addiction with suicide ideation and suicide attempt were estimated using binary logistic regression and restricted cubic splines regression. Results A total of 18,723 college students [6,531 males (34.9%) and 12,192 females (65.1%)] were included in the final analysis. Eleven percent of participants had a history of suicide ideation, and 1.8% of participants had engaged in suicide attempt. A total of 5,553 students (29.7%) met the criteria of mobile phone addiction (MPATS score ≥48), and the average score on the MPATS was 39.5 ± 13.0. After adjustment for potential covariates, mobile phone addiction was significantly associated with increased odds of suicide ideation (OR, 1.70; 95% CI, 1.53-1.88) and suicide attempt (OR, 1.48; 95% CI, 1.18-1.86). Gender did not affect the associations of mobile phone addiction with suicide ideation and suicide attempt (P for interaction > 0.05). The restricted cubic splines regression displayed a nonlinear dose-response association between MPATS score and risk of suicide ideation (P for non-linearity < 0.001), while a monotonically increasing risk of suicide attempt was found to be associated with an increasing MPATS score (P for non-linearity = 0.420). Conclusions Mobile phone addiction is associated with suicide ideation and suicide attempt among college students. The findings indicate that early examination, prevention, and intervention for mobile phone addiction may benefit the prevent and control of suicide.
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Affiliation(s)
- Wenhua Wang
- Department of Neonatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
- Shaanxi Provincial Health Industry Association Service Center, Xi'an, China
| | - Mingyang Wu
- Department of Maternal and Child Health, Xiangya School of Public Health, Central South University, Changsha, China
| | - Zhongliang Zhu
- Institute of Maternal and Infant health, Medical college of Northwest University, Xi'an, China
| | - Le Ma
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Lei Zhang
- Shaanxi Provincial Health Industry Association Service Center, Xi'an, China
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
- Shaanxi Medical Association, Xi'an, China
| | - Hui Li
- Department of Neonatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
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Qiu R, Guo Z, Wang X, Wang X, Cheng S, Zhu X. The Relationships between Effortful Control, Mind Wandering, and Mobile Phone Addiction Based on Network Analysis. Healthcare (Basel) 2024; 12:140. [PMID: 38255028 PMCID: PMC10815513 DOI: 10.3390/healthcare12020140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 12/31/2023] [Accepted: 01/05/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND The prevailing mobile phone use brought the problem of addiction, which might cause negative consequences. Effortful control and mind wandering were associated with addictive behavior. The present study aimed to investigate the dimension-level relationships between effortful control, mind wandering, and mobile phone addiction. METHODS A total of 1684 participants participated this study. The mobile phone addiction, effortful control, and mind wandering were measured through self-report scales, respectively. Dimension-level network of these psychological variables was estimated and bridge expected influence (BEI) values for each node was calculated. RESULTS Dimensions of mobile phone addiction, effortful control, and mind wandering exhibited distinct and complex links to each other. The node "activation control" exhibited the highest negative BEI value (BEI = -0.32), whereas "spontaneous thinking" showed the highest positive BEI value (BEI = 0.20). CONCLUSIONS Different dimensions of effortful control and mind wandering had varied yet significant connections with distinct dimensions of mobile phone addiction, facilitating understanding of the specific pathways underlying the three constructs. The identified dominant bridge nodes can provide potential targets for the intervention of mobile phone addiction.
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Affiliation(s)
| | | | | | | | | | - Xia Zhu
- Department of Military Medical Psychology, Air Force Medical University, Xi’an 710032, China; (R.Q.); (Z.G.); (X.W.); (X.W.); (S.C.)
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Ke Y, Liu X, Xu X, He B, Wang J, Zuo L, Wang H, Yang G. Self-esteem mediates the relationship between physical activity and smartphone addiction of Chinese college students: a cross-sectional study. Front Psychol 2024; 14:1256743. [PMID: 38250119 PMCID: PMC10797096 DOI: 10.3389/fpsyg.2023.1256743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 12/11/2023] [Indexed: 01/23/2024] Open
Abstract
Objective Smartphone addiction, as a key topic in the current field of behavioral addictions and public health, has brought many negative impacts on the physical, psychological, interpersonal communication, and even academic performance among contemporary college students. Therefore, the purpose of this study is to offer ideas for solving smartphone addiction among college students through investigating the potential mediating effect of self-esteem in the relationship between physical activity and smartphone addiction. Methods By the quota sampling, a cross-sectional study was conducted to investigate 650 college students from 10 colleges in Guangzhou Higher Mega Center, and several self-reported instruments including physical activity rating scale-3 (PARS-3), mobile phone addiction tendency scale (MPATS), self-esteem scale (SES) were used to collect the related data needed for the present study. The descriptive analysis, correlation analysis, hierarchical regression analysis, and mediating effect analysis in this study were performed in turn. Results The results showed that physical activity (r = -0.124, p < 0.01) and self-esteem (r = -0.360, p < 0.01) were all negatively correlated with smartphone addiction, and both could also significantly and negatively predict smartphone addiction. There was a positive correlation between physical activity and self-esteem (r = 0.084, p < 0.05), and self-esteem could be significantly predicted by physical activity. And more important, the relationship between physical activity and smartphone addiction could be partially mediated by self-esteem, and the indirect effect value was -0.346 (95% Boot CI = -0.695; -0.023), along with the mediating effect accounted for 24% of the total effect between physical activity and smartphone addiction. Conclusion The current study shows that physical activity could not only directly reduce smartphone addiction, but also decrease smartphone addiction by indirectly improving self-esteem, which is important in practice for solving this troublesome issue and then gradually developing a healthy behavior in daily life for college students in China, and even across the world in near future.
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Affiliation(s)
- Yuanyuan Ke
- School of Physical Education, South China University of Technology, Guangzhou, Guangdong, China
| | - Xiuxia Liu
- Department of Physical Education, Xiamen University, Xiamen, Fujian, China
| | - Xue Xu
- School of Finance and Economy, Guangdong Engineering Polytechnic, Guangzhou, Guangdong, China
| | - Bingchen He
- School of Physical Education, South China University of Technology, Guangzhou, Guangdong, China
| | - Jinfu Wang
- School of Physical Education, South China University of Technology, Guangzhou, Guangdong, China
| | - Lijun Zuo
- School of Physical Education, South China University of Technology, Guangzhou, Guangdong, China
| | - Haiyun Wang
- School of Physical Education, Guangzhou College of Commerce, Guangzhou, Guangdong, China
| | - Guan Yang
- School of Physical Education, South China University of Technology, Guangzhou, Guangdong, China
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de Jesus Correia F, Soares JB, Dos Anjos Matos R, Pithon KR, Ferreira LN, de Assunção PL. Smartphone addiction, musculoskeletal pain and functionality in university students - a observational study. PSYCHOL HEALTH MED 2024; 29:286-296. [PMID: 36803275 DOI: 10.1080/13548506.2023.2176893] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 01/22/2023] [Indexed: 02/22/2023]
Abstract
Smartphone addiction and its excessive use could cause musculoskeletal symptoms such neck and upper limb pain. The purpose of this study was to investigate the association between smartphone use and musculoskeletal pain in the upper limbs and neck, as well as to observe the relationship in between smartphone addiction and musculoskeletal pain and upper limb function in university students. It is a cross-sectional, analytical study. A total of 165 university students participated in the research. Each student had their own smartphone. The students answered a structured questionnaire about pain in the upper limbs and neck; the Smartphone Addiction Inventory (SPAI) and the Disabilities of the Arm, Shoulder, and Hand questionnaire (DASH). Prevalence of neck and upper limb pain was 34.0%. Smartphone addiction and its use to play games and listen to music were risk factors to upper limb pain. Moreover, the smartphone addiction and age proved to be risk factors to neck pain. There was correlation between DASH and SPAI scores, and there was association between DASH score and neck and upper limb pain. Being of the female sex and smartphone addiction predicted the risk of incapacity development. We found association between neck and upper limb pain with smartphone addiction. Functional incapacity was associated to neck and upper limb pain. It was predicted by smartphone addiction and being of the female sex.
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Šalčiūnaitė-Nikonovė L, Žemaitaitytė M, Šmigelskas K. Exploring the Prevalence and Predictors of Anxiety among Lithuanian Adolescents during Times of Crisis: A Cross-Sectional Study. CHILDREN (BASEL, SWITZERLAND) 2023; 11:32. [PMID: 38255346 PMCID: PMC10814592 DOI: 10.3390/children11010032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 12/22/2023] [Accepted: 12/26/2023] [Indexed: 01/24/2024]
Abstract
Recent events in Europe, like the COVID-19 pandemic and the 2022 Russo-Ukrainian War (RUW), might have sparked anxiety among adolescents. This study aimed to compare anxiety levels in Lithuanian adolescents post-COVID-19 peak (Study 1, October 2021) and during the onset of the RUW (Study 2, April-June 2022). Data from 459 participants in Study 1 and 6637 in Study 2, aged 11-17, were collected through HBSC pilot and national surveys in Lithuania. Self-reported questionnaires assessed anxiety, social media use, stress, loneliness, self-efficacy, and peer support factors. Analysis was conducted using multivariable logistic regressions. Notably, anxiety prevalence in Lithuanian adolescents showed no significant difference between Study 1 and Study 2, stabilizing around 24%. In 2021, stress (OR = 5.89, 95% CI 3.11-11.17), problematic social media use (OR = 4.58, 95% CI 1.89-10.58), and female gender (OR = 2.87, 95% CI 1.58-5.22) significantly predicted anxiety. By 2022, stress (OR = 3.68, 95% CI 3.14-4.30), loneliness (OR = 2.85, 95% CI 2.43-3.35), and lower self-efficacy (OR = 1.40, 95% CI 1.20-1.60) emerged as important predictors. This study enhances our understanding of adolescent anxiety during crises, emphasizing the urgency of addressing multiple factors to manage and support vulnerable youth.
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Affiliation(s)
- Laura Šalčiūnaitė-Nikonovė
- Health Research Institute, Lithuanian University of Health Sciences, LT-47181 Kaunas, Lithuania
- Department of Health Psychology, Lithuanian University of Health Sciences, LT-47181 Kaunas, Lithuania
| | - Monika Žemaitaitytė
- Health Research Institute, Lithuanian University of Health Sciences, LT-47181 Kaunas, Lithuania
| | - Kastytis Šmigelskas
- Health Research Institute, Lithuanian University of Health Sciences, LT-47181 Kaunas, Lithuania
- Department of Health Psychology, Lithuanian University of Health Sciences, LT-47181 Kaunas, Lithuania
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Ceobanu CM, Marian AL, Apostolache R. Glimpse on 21st century new phobias; a predictive model of nomophobia. Front Public Health 2023; 11:1252099. [PMID: 38259779 PMCID: PMC10802701 DOI: 10.3389/fpubh.2023.1252099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 11/28/2023] [Indexed: 01/24/2024] Open
Abstract
The main purpose of this study was to examine the explanatory power of a predictive model of nomophobia consisting of rumination, fear of missing out (FoMO), mindfulness and non-pathological compulsions. The research involved a cross-sectional design exploring the prevalence of nomophobia in a Romanian university students' cohort. The quantitative methodology was used to collect and analyse the data obtained from all the respondents. Researchers adapted and pretested the questionnaire NMP-Q, before distributing it to 194 university students. SPSS (V. 20) and Hayes's PROCESS tool were used to analyse the data. The findings demonstrated that the above-mentioned psychological variables have a direct and significant relationship with nomophobia. Specifically, within the multidimensional mechanism that explains nomophobia, fear of missing out (FoMO), non-pathological compulsions, and rumination, included in the predictive model in this order, played the most important role, as together cover 34% of nomophobia variance. Furthermore, the fear of missing out has the highest explanatory contribution to nomophobia. The current study gives a better understanding of the dynamics of nomophobia in young people by focusing on psychological factors that play an important role in this phenomenon.
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Wang W, Ye J, Zhu Y, Huang D, Zhao X. Longitudinal relationship between internet self-control and problematic internet use among Chinese adolescents: mediating role of meaning in life. Front Psychiatry 2023; 14:1258673. [PMID: 38144476 PMCID: PMC10748819 DOI: 10.3389/fpsyt.2023.1258673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 11/17/2023] [Indexed: 12/26/2023] Open
Abstract
Introduction While studies indicate that high self-control may serve as a safeguard against problematic internet use, there's evidence suggesting that problematic internet use can, in turn, diminish self-control. This study aimed to elucidate the longitudinal interplay between internet self-control and problematic internet use in adolescents, employing cross-lagged panel modeling. Furthermore, drawing from a positive psychology perspective, we examined the potential role of 'meaning in life' as a protective mediator within this longitudinal relationship. We then constructed a mediation model to explore protective factors against problematic internet use. Methods Through a questionnaire, we tracked 659 adolescents (331 males and 328 females; mean age=13.61) in a longitudinal design across two time points, spaced at five-month intervals, to assess their internet self-control, problematic internet use, and meaning in life. Results Results of the cross-lagged panel models showed that: Internet self-control had a significant negative impact on problematic internet use after five months (β = -0.094, p < 0.01). Conversely, problematic internet use had a significant negative impact on internet self-control after five months (β = -0.099, p < 0.05). Results from the longitudinal mediation model showed that: Meaning in life mediated the effect of internet self-control on problematic internet use after five months (βinternet self-control(T1)-meaning in life(T2) = 0.142, p < 0.01; βmeaning in life(T1)-problematic internet use (T2) = -0.075, p < 0.05). Conclusion Our study uncovers a reciprocal predictive relationship between internet self-control and problematic internet use, while highlighting the mediating role of meaning in life within this relationship. These findings suggest that fostering internet self-control and cultivating a sense of meaning in life among adolescents can serve as effective prevention and intervention strategies for addressing the issue of problematic internet use.
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Affiliation(s)
- Weijun Wang
- Key Laboratory of Adolescent Cyberpsychology and Behavior, Ministry of Education, Wuhan, Hubei Province, China
- School of Psychology, Central China Normal University, Wuhan, Hubei Province, China
- Institute of Digital Commerce, Wuhan Technology and Business University, Wuhan, China
| | - Jianmei Ye
- Key Laboratory of Adolescent Cyberpsychology and Behavior, Ministry of Education, Wuhan, Hubei Province, China
- School of Psychology, Central China Normal University, Wuhan, Hubei Province, China
| | - Yimeng Zhu
- School of Psychology, Central China Normal University, Wuhan, Hubei Province, China
- Key Laboratory of Human Development and Mental Health of Hubei Province, Wuhan, China
| | - Dawei Huang
- Key Laboratory of Adolescent Cyberpsychology and Behavior, Ministry of Education, Wuhan, Hubei Province, China
- School of Psychology, Central China Normal University, Wuhan, Hubei Province, China
| | - Xin Zhao
- Information School, The University of Sheffield, Sheffield, United Kingdom
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Cha JH, Choi YJ, Ryu S, Moon JH. Association between smartphone usage and health outcomes of adolescents: A propensity analysis using the Korea youth risk behavior survey. PLoS One 2023; 18:e0294553. [PMID: 38055658 DOI: 10.1371/journal.pone.0294553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Accepted: 11/04/2023] [Indexed: 12/08/2023] Open
Abstract
OBJECTIVES We aimed to investigate the association between smartphone use and adverse behavioral health outcomes using nationwide Korea Youth Risk Behavior Web-based Survey data for 2017 and 2020. METHODS The 2020 data (N = 54,809) were used to analyze the relationships between daily smartphone usage time (non-user, 0-2 h [hour], 2-4 h, 4-6 h, 6-8 h, and > 8 h), and adverse health outcomes (stress, sleep, depression, suicide, substance use, and smartphone overdependence). A 1:1 propensity score matching (PSM) was used to control for confounding variables. RESULTS A total of 40,998 adolescents with < 4 h/day and > 4 h/day of usage were included. Adolescents' mean smartphone usage time in 2020 increased compared to that in 2017 (weighted % of > 2 h/day; 64.3% vs. 85.7%). The curvilinear relationships between smartphone usage time and adverse health outcomes were prominent after > 4 h/day. Adolescents using smartphones 2-4 h/day showed no increased adverse health outcomes compared to non-users, except for smartphone overdependence. Using a smartphone > 4 h/day was significantly associated with stress perception (1.16; 1.11-1.22), suicidal ideation (1.22; 1.13-1.31), and substance use (alcohol, 1.66; 1.57-1.75) after PSM. CONCLUSIONS Our study demonstrated the curvilinear relationship between smartphone usage time and adverse health outcomes in adolescents. Our findings can help establish smartphone usage guidelines for adolescents.
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Affiliation(s)
- Jong Ho Cha
- Department of Pediatrics, Hanyang University Medical Center, Seoul, Korea
| | - Young-Jin Choi
- Department of Pediatrics, Hanyang University Guri Hospital, Guri, Korea
| | - Soorack Ryu
- Biostatistical Consulting and Research Lab, Medical Research Collaborating Center, Hanyang University, Seoul, Korea
| | - Jin-Hwa Moon
- Division of Pediatric Neurology, Department of Pediatrics, Hanyang University College of Medicine, Seoul, Korea
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Guo W, Zhang W, Zhang J, Li Z, Zhu W. Effective connectivity analysis of verbal working memory advantage across materials for pathological smartphone users by fNIRS. Psychiatry Res Neuroimaging 2023; 336:111731. [PMID: 37875058 DOI: 10.1016/j.pscychresns.2023.111731] [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: 04/13/2023] [Revised: 07/31/2023] [Accepted: 10/10/2023] [Indexed: 10/26/2023]
Abstract
Previous studies have found working memory (WM) advantages of the pathological smartphone use (PSU) group, but most of which were emphasized in the network-related domain. Whether the advantages can transfer to other domains has yet to be confirmed. In particular, exploring from a brain mechanism perspective is necessary. Using the classical N-back paradigm, this study selected network-related words and neutral words as materials combined with fNIRS to probe the verbal WM characteristics of the PSU group. The results showed that β in channel 3, channel 4, and channel 5 were significantly lower in the PSU group than those in the control group The analysis of the region of interest revealed that the PSU group showed significantly lower β in the l-DLPFC and frontopolar. Granger Causality results showed that functional connectivity between frontopolar and R-DLPFC for the PSU group was significantly higher than for the control group in the network word condition. These results demonstrate that the PSU group has an advantage in WM, transferring from the network-related stimulus to the neutral stimulus. The advantages of network stimulus were related to bidirectional connectivity between frontopolar and R-DLPFC. Also, the l-DLPFC and frontopolar are associated with the cross-material consistency of WM.
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Affiliation(s)
- Wenxin Guo
- School of Psychology, Central China Normal University, No. 152 Luoyu Street, HongShan District, Hubei 430079, Wuhan, PR China
| | - Wei Zhang
- School of Psychology, Central China Normal University, No. 152 Luoyu Street, HongShan District, Hubei 430079, Wuhan, PR China.
| | - Jianli Zhang
- Chengdu Longquan No.1 High School, Chengdu, Sichuan, PR China
| | - Ziyi Li
- School of Psychology, Central China Normal University, No. 152 Luoyu Street, HongShan District, Hubei 430079, Wuhan, PR China
| | - Wanling Zhu
- School of Psychology, Central China Normal University, No. 152 Luoyu Street, HongShan District, Hubei 430079, Wuhan, PR China
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Cui J, Wang Y, Liu D, Yang H. Depression and stress are associated with latent profiles of problematic social media use among college students. Front Psychiatry 2023; 14:1306152. [PMID: 38098636 PMCID: PMC10720731 DOI: 10.3389/fpsyt.2023.1306152] [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] [Received: 10/03/2023] [Accepted: 11/16/2023] [Indexed: 12/17/2023] Open
Abstract
Background The previous literature has demonstrated that depression, anxiety, and stress are significant predictors of problematic social media use. However, the manifestation of problematic social media use varies, and the predictive relationship between depression, anxiety, and stress with different subgroups of problematic social media use remains unclear. The aim of this research was to evaluate latent subgroups of problematic social media use among college students and to investigate the impact of depression, anxiety, and stress on these latent subgroups. Methods A survey was carried out among college students in China using a cross-sectional approach. A total of 955 participants were included, with a mean age of 19.50 ± 1.22 years. Participants completed questionnaires containing the Bergen Social Media Addiction Scale (BSMAS) and the Depression, Anxiety, and Stress Scale-21 (DASS-21). The study employed latent profile analysis (LPA) to investigate latent subgroups of Chinese college students with problematic social media use, and a robust three-step approach was used to develop predictive regression mixed models of depression, anxiety, and stress on latent subgroups. Results Problematic social media use of Chinese college students can be categorized into four latent subgroups, namely, the high-risk group, the moderate-risk with pleasure group, the moderate-risk with compulsion group, and the low-risk group. The regression model showed that there was a significant difference between the high-risk group and the low-risk group on the stress scale. There was a significant difference between the moderate-risk with pleasure group and the moderate-risk with compulsion group on the depression scale. Conclusion Problematic social media use is heterogeneous, with depression and stress being potentially key factors influencing problematic social media use. Depression would make college students more likely to be moderate-risk with compulsion problematic social media users than moderate-risk with pleasure problematic social media users, and stress would make college students more likely to be high-risk problematic social media users than low-risk problematic social media users.
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Affiliation(s)
- Jingjing Cui
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
- Faculty of Teacher Education, Zunyi Normal University, Zunyi, China
| | - Yang Wang
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
| | - Dongyu Liu
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
| | - Haibo Yang
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
- Key Research Base of Humanities and Social Sciences of the Ministry of Education, Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, China
- Tianjin Social Science Laboratory of Students’ Mental Development and Learning, Tianjin, China
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Liu C. The unique role of smartphone addiction and related factors among university students: a model based on cross-sectional and cross-lagged network analyses. BMC Psychiatry 2023; 23:883. [PMID: 38012645 PMCID: PMC10683260 DOI: 10.1186/s12888-023-05384-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 11/18/2023] [Indexed: 11/29/2023] Open
Abstract
Smartphone addiction is a global problem affecting university students. Previous studies have explored smartphone addiction and related factors using latent variables. In contrast, this study examines the role of smartphone addiction and related factors among university students using a cross-sectional and cross-lagged panel network analysis model at the level of manifest variables. A questionnaire method was used to investigate smartphone addiction and related factors twice with nearly six-month intervals among 1564 first-year university students (M = 19.14, SD = 0.66). The study found that procrastination behavior, academic burnout, self-control, fear of missing out, social anxiety, and self-esteem directly influenced smartphone addiction. Additionally, smartphone addiction predicted the level of self-control, academic burnout, social anxiety, and perceived social support among university students. Self-control exhibited the strongest predictive relationship with smartphone addiction. Overall, self-control, self-esteem, perceived social support, and academic burnout were identified as key factors influencing smartphone addiction among university students. Developing prevention and intervention programs that target these core influencing factors would be more cost-effective.
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Affiliation(s)
- Cunjia Liu
- College of Information and Intelligence, Hunan Agricultural University, Changsha, China.
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Guo N, Weng X, Zhao SZ, Zhang J, Wang MP, Li L, Wang L. Adverse childhood experiences on internet gaming disorder mediated through insomnia in Chinese young people. Front Public Health 2023; 11:1283106. [PMID: 38074757 PMCID: PMC10703159 DOI: 10.3389/fpubh.2023.1283106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 10/24/2023] [Indexed: 12/18/2023] Open
Abstract
Background Adverse childhood experiences (ACEs) have been associated with addictions such as substance use disorders. Few have examined ACEs on internet gaming disorder (IGD) as a newly established behavioral addiction, and the potential mediating role of insomnia remains unclear. We examined the associations between ACE number and types, IGD, and insomnia. Methods Participants included 1, 231 Chinese university students (54.5% male; 56.9% aged 18-20 years) who had played internet games at least once in the previous month. ACEs were measured using the 10-item ACE questionnaire (yes/no). Symptoms of insomnia and IGD were measured using the Insomnia Severity Index and the 9-item Internet Gaming Disorder Scale-Short-Form, respectively. Multivariable regressions examined the associations, adjusting for sex, age, maternal and paternal educational attainment, monthly household income, smoking, and alcohol drinking. The mediating role of insomnia symptoms was explored. Results The prevalence of ACEs≥1 was 40.0%. Childhood verbal abuse was the most prevalent (17.4%), followed by exposure to domestic violence (17.1%) and childhood physical abuse (15.5%). More ACE numbers showed an association with IGD symptoms (adjusted OR = 1.11, 95% CI 1.04, 1.17). Specifically, IGD symptoms were observed for childhood physical neglect, emotional neglect, sexual abuse, parental divorce or separation, and household substance abuse. Insomnia symptoms mediated the associations of ACE number and types with IGD symptoms (proportion of total effect mediated range 0.23-0.89). Conclusion The number and specific types of ACEs showed associations with IGD mediated through insomnia. Screening of ACEs is recommended in future studies on IGD. Longitudinal data are warranted to determine the causality of the observed associations.
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Affiliation(s)
- Ningyuan Guo
- School of Nursing, Shanghai Jiao Tong University, Shanghai, China
| | - Xue Weng
- Institute of Advanced Studies in Humanities and Social Sciences, Beijing Normal University, Zhuhai, China
| | - Sheng Zhi Zhao
- School of Nursing, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Juan Zhang
- The International Peace Maternity and Child Health Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Man Ping Wang
- School of Nursing, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Li Li
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lin Wang
- School of Nursing, Shanghai Jiao Tong University, Shanghai, China
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Linlin W, Wanyu H, Yuting L, Huimin Q, Zhi L, Qinchen J, Tingting W, Fan W, Minghao P, Wei Z. Research on the mechanism of short video information interaction behavior of college students with psychological disorders based on grounded theory. BMC Public Health 2023; 23:2256. [PMID: 37974096 PMCID: PMC10652505 DOI: 10.1186/s12889-023-17211-4] [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: 07/14/2023] [Accepted: 11/11/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND The utilization of short videos by individuals often leads to the emergence of information exchange behavior. Previous studies have shown that certain students with psychological disorders exhibit addictive tendencies towards short video-related software. Therefore, it is essential to address the psychology and behavior of college students with psychological disorders while engaging with short videos. This study aims to explore the mechanism of short video information interaction behavior among college students with psychological disorders. METHODS We conducted semi-structured interviews with 30 college students afflicted by psychological disorders in a prefecture-level city in Henan Province, China from September to December 2022. Based on the Grounded theory, we encoded 30 text materials across three levels to explore the mechanism of short video information interaction behavior among college students with psychological disorders, and subsequently build a model framework. RESULTS The findings of this study suggest that college students with psychological disorders exhibit negative cognition tendencies that can lead to strongly negative emotions, excacerbated by a lack of social support. These adverse factors collectively drive the consumption of short video content in this demographic, providing a virtual environment where they can fulfill their unmet social needs. Therefore, the mechanism governing short video messages interaction among college students with psychological disorders encompasses negative cognitive tendencies, negative emotions, lack of social support, post-video-watching behaviors, and the gratification of social needs within the confines of a virtual environment. CONCLUSIONS This study comprehensively analyzes the motivation and complexity of college students with psychological disorders in short video interaction. Although short videos provide this group with some ways of self-expression and emotional support, they still have a negative impact on their physical and mental health. The short video interaction of college students with psychological disorders is affected by many factors, including their negative cognitive tendencies, negative emotions, lack of social support, post-video-watching behaviors, and the gratification of social needs within the confines of a virtual environment. These findings deepened our understanding to the mechanism of short video information interaction behavior among college students with psychological disorders, also provided us with guidance on facilitating the proper use of short video and maintaining the mental health. In future researches, researchers can discuss more about intervention measures to help this demographic cope with the challenges from short video interaction.
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Affiliation(s)
- Wang Linlin
- Medical College, Xinyang Normal University, 237 Nanhu Road, Xinyang City, 464000, Henan Province, China
| | - Huang Wanyu
- School of Public Health Wuhan University, Wuhan University, 115 Donghu Road, Wuhan City, 430071, Hubei Province, China
| | - Li Yuting
- Hangzhou Wickham International School, Hangzhou City, 311000, Zhejiang Province, China
| | - Qiao Huimin
- Yantai Automobile Engineering Professional College, Yantai City, 265500, Shandong Province, China
| | - Li Zhi
- Xinyang Central Hospital, Xinyang City, 464000, Henan Province, China
| | - Jiang Qinchen
- Medical College, Xinyang Normal University, 237 Nanhu Road, Xinyang City, 464000, Henan Province, China
| | - Wang Tingting
- Zhoukou Normal University, Zhoukou City, 466000, Henan Province, China
| | - Wang Fan
- School of Information Management, Wuhan University, Wuhan City, 430072, Hubei Province, China
| | - Pan Minghao
- Medical College, Xinyang Normal University, 237 Nanhu Road, Xinyang City, 464000, Henan Province, China.
- School of Public Health Wuhan University, Wuhan University, 115 Donghu Road, Wuhan City, 430071, Hubei Province, China.
| | - Zhu Wei
- Medical College, Xinyang Normal University, 237 Nanhu Road, Xinyang City, 464000, Henan Province, China.
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Hartanto A, Chua YJ, Quek FYX, Wong J, Ooi WM, Majeed NM. Problematic smartphone usage, objective smartphone engagement, and executive functions: A latent variable analysis. Atten Percept Psychophys 2023; 85:2610-2625. [PMID: 37188861 DOI: 10.3758/s13414-023-02707-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2023] [Indexed: 05/17/2023]
Abstract
The negative consequences of smartphone usage have seen frequent discourse in popular media. While existing studies seek to resolve these debates in relation to executive functions, findings are still limited and mixed. This is partly due to the lack of conceptual clarity about smartphone usage, the use of self-reported measures, and problems related to task impurity. Addressing these limitations, the current study utilizes a latent variable approach to examine various types of smartphone usage, including objectively measured data-logged screen time and screen-checking, and nine executive function tasks in 260 young adults through a multi-session study. Our structural equation models showed no evidence that self-reported normative smartphone usage, objective screen time, and objective screen-checking are associated with deficits in latent factors of inhibitory control, task-switching, and working memory capacity. Only self-reported problematic smartphone usage was associated with deficits in latent factor task-switching. These findings shed light on the boundary conditions of the link between smartphone usage and executive functions and suggest that smartphone usage in moderation may not have inherent harms on cognitive functions.
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Affiliation(s)
| | - Yi Jing Chua
- Singapore Management University, Singapore, Singapore
| | | | - Joax Wong
- Singapore Management University, Singapore, Singapore
| | - Wei Ming Ooi
- Singapore Management University, Singapore, Singapore
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Demir B, Du J, Hansma BJ, Chen HYW, Gu H, Donmez B. Cell phone-related driver distraction: Habits predict behavior over and above the theory of planned behavior variables. ACCIDENT; ANALYSIS AND PREVENTION 2023; 192:107200. [PMID: 37531854 DOI: 10.1016/j.aap.2023.107200] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 05/31/2023] [Accepted: 06/30/2023] [Indexed: 08/04/2023]
Abstract
INTRODUCTION Habits have often been overlooked in studies investigating cell phone-related driver distractions. This paper examines the association between habits and cell phone-related driver distractions within a mediation model based on the Theory of Planned Behavior (TPB). Additionally, it explores potential differences in behaviors across urban and rural driving environments and between males and females. METHOD We conducted an online survey in China with 1,016 respondents, measuring attitudes, subjective norms, perceived behavioral control, self-reported behavior, and habits associated with cell phone use while driving. RESULTS Data was analyzed using a two-stage structural equation modeling approach. Results indicate that the measurement model provided a good fit to the data and was invariant across urban and rural driving environments, as well as across genders. The latent path model investigating mediation also demonstrated a good fit and revealed that TPB variables (attitudes, subjective norms, and perceived behavioral control) partially mediated the relationship between cell phone-related habits and cell phone use while driving. The structural model was invariant across driving environments but not across genders, for which the extent of the differences were limited. Moreover, habits were strongly associated with subjective norms and perceived behavioral control, emerging as the strongest predictor of cell phone-related distractions. CONCLUSIONS The findings suggest that habits should be considered in research on phone-related distracted driving behaviors and in the development of intervention designs.
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Affiliation(s)
- Basar Demir
- University of Toronto, Department of Mechanical and Industrial Engineering, 5 King's College Road, Toronto, ON M5S 3G8, Canada; Final International University, Department of Psychology, Kyrenia via Mersin 10, Turkey.
| | - Junmin Du
- Beihang University, School of Transportation Science and Engineering Beijing 102206, China.
| | - Braden Joseph Hansma
- University of Toronto, Department of Mechanical and Industrial Engineering, 5 King's College Road, Toronto, ON M5S 3G8, Canada.
| | - Huei-Yen Winnie Chen
- University at Buffalo, Department of Industrial and Systems Engineering, Bell Hall, Amherst, NY 14260, USA.
| | - Haoshu Gu
- Beihang University, School of Transportation Science and Engineering Beijing 102206, China.
| | - Birsen Donmez
- University of Toronto, Department of Mechanical and Industrial Engineering, 5 King's College Road, Toronto, ON M5S 3G8, Canada.
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File D, File B, Bőthe B, Griffiths MD, Demetrovics Z. Investigating mental representations of psychoactive substance use and other potentially addictive behaviors using a data driven network-based clustering method. PLoS One 2023; 18:e0287564. [PMID: 37856517 PMCID: PMC10586681 DOI: 10.1371/journal.pone.0287564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 06/07/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND AND AIMS The aim of the present study was to examine the mental representations of the use of different substances and other potentially addictive behaviors in order to explore meaningful similarities and differences that may contribute to a better understanding of behavioral addictions' representations and diagnostic criteria. METHODS The authors mapped the mental and emotional representations of 661 participants (70.5% women; Mage = 35.2 years, SD = 11.7) to the concept "your most disturbing excessive activity" using free-word associations combined with a network-based clustering method. RESULTS The network analyses identified four distinct mental representations, three implicating dominantly negative (Guilt/Shame/Relief, Addiction/Health, and Procrastination/Boredom) and one dominantly positive emotion (Stress/Relaxation). The distribution of Addiction/Health and Procrastination/Boredom representations were different across substance use and problem behaviors, indicating meaningful differences in the underlying cognitive evaluation processes. The Addiction/Health representation was more frequent for substances, while for other addictive behaviors, the Procrastination/Boredom representation was more frequent, and its frequency increased with the self-reported intensity of the behavior. Guilt/Shame/Relief was equally common for both substances and behaviors, but importantly, for substances its' likelihood increased with the intensity of use. CONCLUSION The common part of representations for substance use and other potentially addictive behaviors supports the scientific viewpoint, that real addictions can exist even in the absence of psychoactive drugs. Based on the results, a novel proposition is posited, that a more appropriate indicator of tolerance for problem behaviors might be the perceived amount of time wasted on the activity rather than the actual time spent.
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Affiliation(s)
- Domonkos File
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Bálint File
- Wigner Research Centre for Physics, Budapest, Hungary
| | - Beáta Bőthe
- Département de Psychologie, Université de Montréal, Montreal, Canada
| | - Mark D. Griffiths
- Psychology Department, International Gaming Research Unit, Nottingham Trent University, Nottingham, United Kingdom
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar
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