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Lin YC, Huang PC. Digital traps: How technology fuels nomophobia and insomnia in Taiwanese college students. Acta Psychol (Amst) 2025; 252:104674. [PMID: 39705944 DOI: 10.1016/j.actpsy.2024.104674] [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: 08/31/2024] [Revised: 11/22/2024] [Accepted: 12/16/2024] [Indexed: 12/23/2024] Open
Abstract
This study investigates the relationship between maladaptive digital technology use, which arises from nomophobia, and insomnia among young adults. It specifically focuses on problematic gaming (PG), problematic social media use (PSMU), and problematic YouTube use (PYTU) as significant forms of digital behavior contributing to this contemporary health concern. Adolescents and young adults, being the first generation raised in a highly digitized environment, encounter unique challenges, including the emergence of behavioral addictions. Our findings indicate a strong association between nomophobia and problematic digital behaviors, with PSMU identified as the most prevalent form of maladaptive use. Additionally, PG and PSMU are recognized as substantial contributors to the development of nomophobia. The interaction of cognitive overstimulation, emotional dysregulation, blue light exposure, time displacement, and reward-driven dependency on these digital platforms promotes compulsive behaviors, which subsequently lead to the onset of insomnia. Utilizing Structural Equation Modeling (SEM), the study illustrates that nomophobia precipitates problematic digital behavior, which in turn results in sleep disturbances, thereby elucidating a clear pathway from digital dependency to insomnia. The limitations of this study include its cross-sectional design and reliance on self-reported data, which may introduce potential biases. Despite these limitations, our findings underscore the critical role of nomophobia in triggering insomnia through various maladaptive digital behaviors. This highlights the urgent need for targeted prevention and intervention strategies aimed at fostering healthier digital habits and alleviating the adverse health effects of excessive technology use, ultimately enhancing well-being in an increasingly interconnected society.
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Affiliation(s)
- Yi-Ching Lin
- Department of Early Childhood and Family Education, National Taipei University of Education, 134 Sec. 2, Heping E. Rd., Taipei 106320, Taiwan.
| | - Po-Ching Huang
- School of Physical Therapy, Graduate Institute of Rehabilitation Science, College of Medicine, Chang Gung University, 259 Wen-Hua 1st Rd., Taoyuan 333323, Taiwan.
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Hessari H, Busch P, Smith S. Tackling nomophobia: the influence of support systems and organizational practices. PSYCHOL HEALTH MED 2024:1-30. [PMID: 39442773 DOI: 10.1080/13548506.2024.2417310] [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: 11/08/2023] [Accepted: 10/07/2024] [Indexed: 10/25/2024]
Abstract
This study investigates the growing issue of nomophobia, characterized by the anxiety of being without a mobile phone, in the workplace. Utilizing the broaden-and-build theory, this research examines the impact of supportive leadership, co-worker support, Human Resource Management (HRM) practices, and affective commitment on reducing nomophobia among employees. Data were collected from 393 employees across various educational organizations. Structural Equation Modeling (SEM) was employed to test the proposed hypotheses. The findings reveal that supportive leadership significantly reduces nomophobia by enhancing HRM practices and affective commitment. However, contrary to expectations, co-worker support was found to increase nomophobia, suggesting that informal communication and social interactions via mobile devices might exacerbate smartphone dependency. HRM practices emerged as a critical factor in mitigating nomophobia, more so than affective commitment. This study contributes to the literature by highlighting the complex dynamics of workplace relationships and offering practical insights for organizations aiming to reduce nomophobia and improve employee well-being.
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Affiliation(s)
- Hassan Hessari
- Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA, USA
| | - Peter Busch
- School of Computing, Macquarie University, Sydney, NSW, Australia
| | - Stephen Smith
- School of Computing, Macquarie University, Sydney, NSW, Australia
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Jahrami H. Severe nomophobia is a predictor of poor road safety among motorists. ARAB GULF JOURNAL OF SCIENTIFIC RESEARCH 2024; 42:1101-1116. [DOI: 10.1108/agjsr-03-2023-0122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
Abstract
PurposeUsing a mobile phone is increasingly becoming recognized as very dangerous while driving. With a smartphone, users feel connected and have access to information. The inability to access smartphone has become a phobia, causing anxiety and fear. The present study’s aims are as follows: first, quantify the association between nomophobia and road safety among motorists; second, determine a cut-off value for nomophobia that would identify poor road safety so that interventions can be designed accordingly.Design/methodology/approachParticipants were surveyed online for nomophobia symptoms and a recent history of traffic contraventions. Nomophobia was measured using the nomophobia questionnaire (NMP-Q).FindingsA total of 1731 participants responded to the survey; the mean age was 33 ± 12, and 43% were male. Overall, 483 (28%) [26–30%] participants received a recent traffic contravention. Participants with severe nomophobia showed a statistically significant increased risk for poor road safety odds ratios and a corresponding 95% CI of 4.64 [3.35-6.38] and 4.54 [3.28-6.29] in crude and adjusted models, respectively. Receiver operator characteristic (ROC)-based analyses revealed that NMP-Q scores of = 90 would be effective for identifying at risk drivers with sensitivity, specificity and accuracy of 61%, 75% and 72%, respectively.Originality/valueNomophobia symptoms are quite common among adults. Severe nomophobia is associated with poor road safety among motorists. Developing screening and intervention programs aimed at reducing nomophobia may improve road safety among motorists.
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Cui M, Wang S, Gao Y, Hao Y, Dai H. The effect of emotion regulation strategies on nomophobia in college students: The masking role of resilience. Heliyon 2024; 10:e30075. [PMID: 38699027 PMCID: PMC11064443 DOI: 10.1016/j.heliyon.2024.e30075] [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: 11/11/2023] [Revised: 04/15/2024] [Accepted: 04/18/2024] [Indexed: 05/05/2024] Open
Abstract
College students have a high prevalence of nomophobia. However, research on the effects of emotion regulation and resilience on nomophobia in China is lacking. This research investigated how cognitive reappraisal and expressive suppression strategies directly and indirectly affect nomophobia through resilience. Therefore, from March to May 2023, 756 university student volunteers (21.4 % men) were selected from a university in northeastern China for a questionnaire survey. Our findings suggest that college students' resilience has a masking effect on the relationship between cognitive reappraisal and nomophobia and can attenuate the negative effect of the frequency of using cognitive reappraisal strategies on nomophobia. The frequency of expressive suppression strategies directly and positively affected nomophobia. Early psychological interventions targeting resilience might be potentially effective in alleviating nomophobia among college students.
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Affiliation(s)
- Mengjie Cui
- School of Nursing, Jinzhou Medical University, Jinzhou, 121001, Liaoning, PR China
| | - Suyan Wang
- Center for Mental Health Guidance, Jinzhou Medical University, Jinzhou, 121001, Liaoning, PR China
| | - Ye Gao
- School of Nursing, Jinzhou Medical University, Jinzhou, 121001, Liaoning, PR China
| | - Yuanyuan Hao
- School of Nursing, Jinzhou Medical University, Jinzhou, 121001, Liaoning, PR China
| | - Hongliang Dai
- School of Nursing, Jinzhou Medical University, Jinzhou, 121001, Liaoning, PR China
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Jahrami H, Saif Z, Chen W, Helmy M, Ghazzawi H, Trabelsi K, Natan Pires G, Bragazzi NL, Pandi-Perumal SR, Seeman MV. Development and validation of a questionnaire (GHOST) to assess sudden, unexplained communication exclusion or "ghosting". Heliyon 2023; 9:e17066. [PMID: 37484221 PMCID: PMC10361225 DOI: 10.1016/j.heliyon.2023.e17066] [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: 12/19/2022] [Revised: 06/05/2023] [Accepted: 06/06/2023] [Indexed: 07/25/2023] Open
Abstract
The topic of "ghosting" as a method of terminating a relationship has been discussed in both popular media and academic circles. Although research on this issue is scarce, the concept has acquired popularity and gained scholarly attention. A reliable and valid measure of this phenomenon does not, however, exist. GHOST (The Ghosting Questionnaire) was designed and psychometrically tested to explore ghostee experiences. A total of 811 adults participated in an online survey to test this instrument. It was developed based on a thorough analysis of research on the topic of ghosting using a phenomenological qualitative method to identify ghosting domains and generate questionnaire items. In terms of content validity and construct validity, the final version of the measure was found to be satisfactory. GHOST was found to have adequate internal consistency - scores of 0.74, 0.74, and 0.80, indicating acceptable Cronbach's alpha, McDonald's omega, and ordinal's alpha coefficients, respectively. Factor analyses found the GHOST questionnaire to be a valid and reliable instrument that can be used for screening ghosting experiences and for designing community-based distress prevention and intervention programs. A dynamic fit index (DFI) cutoffs approach was also used and showed robust fitting.
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Affiliation(s)
- Haitham Jahrami
- Government Hospitals, Manama, Bahrain
- Department of Psychiatry, College of Medicine and Medical Sciences, Arabian Gulf University, Manama, Bahrain
| | | | - Wen Chen
- Department of Child Psychology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, National Children's Regional Medical Center, Hangzhou, Zhejiang, China
| | - Mai Helmy
- Psychology Department, College of Education, Sultan Qaboos University, Muscat, 123, Oman
- Psychology Department, Menoufia University, Shebin El-Kom, 32511, Egypt
| | - Hadeel Ghazzawi
- Nutrition and Food Technology Department, Agriculture School, The University of Jordan, P. O. Box 11942, Jordan
| | - Khaled Trabelsi
- High Institute of Sport and Physical Education of Sfax, University of Sfax, Sfax, 3000, Tunisia
- Research Laboratory: Education, Motricity, Sport and Health, EM2S, LR19JS01, University of Sfax, Sfax, 3000, Tunisia
| | | | - Nicola L. Bragazzi
- Human Nutrition Unit, Department of Food and Drugs, University of Parma Medical School, Parma, Italy
| | - Seithikurippu R. Pandi-Perumal
- Division of Research and Development, Lovely Professional University, Phagwara, Punjab, 144411, India
- Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India
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Jahrami H. The Relationship between Nomophobia, Insomnia, Chronotype, Phone in Proximity, Screen Time, and Sleep Duration in Adults: A Mobile Phone App-Assisted Cross-Sectional Study. Healthcare (Basel) 2023; 11:1503. [PMID: 37239789 PMCID: PMC10217893 DOI: 10.3390/healthcare11101503] [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: 04/09/2023] [Revised: 05/16/2023] [Accepted: 05/19/2023] [Indexed: 05/28/2023] Open
Abstract
Earlier studies that have investigated the association between nomophobia and insomnia revealed that a strong relationship exists between both variables. This study aimed to explore possible associations between these variables and their impact on physical and mental health outcomes using a cross-sectional study design and mobile phone apps to collect data. Using a survey approach, data were collected from 444 participants (52% female, mean age 34 ± 12) using the Nomophobia Questionnaire (NMP-Q), the Insomnia Severity Index (ISI), the Morningness-Eveningness Questionnaire (MEQ) and three Android mobile phone apps. The Plees Tracker, screen time, and pedometer apps aided in collecting data on sleep duration, time spent on screen per day, and how close the phone was to the person. A statistically significant association was noted between nomophobia and insomnia, nomophobia and the eveningness chronotype, and nomophobia and screen time. The eveningness chronotype was also associated with an increased screen time use. The results show that NMP-Q, ISI, and screen time increase according to the chronotype. No statistically significant differences were noted in daily steps or sleep duration according to chronotype. The findings suggest that interventions targeting nomophobia may be beneficial in addressing insomnia among adults, particularly those with an evening chronotype. Future studies should consider exploring the causal relationship between them.
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Affiliation(s)
- Haitham Jahrami
- Government Hospitals, Manama P.O. Box 12, Bahrain;
- Department of Psychiatry, College of Medicine and Medical Sciences, Arabian Gulf University, Manama P.O. Box 26671, Bahrain
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Jahrami H, Trabelsi K, Vitiello MV, BaHammam AS. The Tale of Orthosomnia: I Am so Good at Sleeping that I Can Do It with My Eyes Closed and My Fitness Tracker on Me. Nat Sci Sleep 2023; 15:13-15. [PMID: 36713639 PMCID: PMC9875581 DOI: 10.2147/nss.s402694] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 01/19/2023] [Indexed: 01/22/2023] Open
Affiliation(s)
- Haitham Jahrami
- Department of Psychiatry, Ministry of Health, Manama, Kingdom of Bahrain.,Department of Psychiatry, College of Medicine and Medical Sciences, Arabian Gulf University, Manama, Kingdom of Bahrain
| | - Khaled Trabelsi
- High Institute of Sport and Physical Education of Sfax, University of Sfax, Sfax, 3000, Tunisia.,Research Laboratory: Education, Motricity, Sport and Health, EM2S, LR19JS01, University of Sfax, Sfax, 3000, Tunisia
| | - Michael V Vitiello
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Ahmed S BaHammam
- Department of Medicine, College of Medicine, University Sleep Disorders Center, King Saud University, Riyadh, Saudi Arabia.,The Strategic Technologies Program of the National Plan for Sciences and Technology and Innovation in the Kingdom of Saudi Arabia, Riyadh, Saudi Arabia
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The Prevalence of Mild, Moderate, and Severe Nomophobia Symptoms: A Systematic Review, Meta-Analysis, and Meta-Regression. Behav Sci (Basel) 2022; 13:bs13010035. [PMID: 36661607 PMCID: PMC9854858 DOI: 10.3390/bs13010035] [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: 11/12/2022] [Revised: 12/22/2022] [Accepted: 12/26/2022] [Indexed: 01/03/2023] Open
Abstract
NOMOPHOBIA, or NO MObile PHone Phobia, refers to a psychological condition in which people fear being disconnected from their mobile phones. The purpose of this review was to establish the prevalence of nomophobia symptoms in youth and young adults according to severity, country, culture, population, measurement tool, and year of data collection. An electronic search of fourteen databases, two digital preservation services, and three content aggregator services was conducted from the inception of each database until 15 September 2021. A total of 52 studies involving 47,399 participants from 20 countries were included in the analyses. The prevalence of nomophobia was defined as the proportion of individuals scoring at or above established cut-offs on validated measures. Based on a random-effects meta-analysis, approximately 20% of individuals showed mild symptoms of nomophobia, 50% showed moderate symptoms, and 20% showed severe symptoms. Our results showed that university students from non-Western cultures are the most likely to suffer severe symptoms. In the year 2021, the prevalence rate of nomophobia increased. The instrument that was best able to detect nomophobia was the nomophobia questionnaire. Most individuals who own mobile phones experience mild or moderate symptoms of nomophobia. Severe symptoms deserve attention from clinicians and research scientists. A valid method of identifying individuals with a severe addiction to their mobile phones will help with timely and effective therapeutic management.
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Jahrami H, Fekih-Romdhane F, Saif Z, Bragazzi NL, Pandi-Perumal SR, BaHammam AS, Vitiello MV. A Social Media Outage Was Associated with a Surge in Nomophobia, and the Magnitude of Change in Nomophobia during the Outage Was Associated with Baseline Insomnia. Clocks Sleep 2022; 4:508-519. [PMID: 36278533 PMCID: PMC9589948 DOI: 10.3390/clockssleep4040040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 09/15/2022] [Accepted: 09/23/2022] [Indexed: 11/16/2022] Open
Abstract
We examined the immediate impact of a social media outage on nomophobia and associated symptoms using a longitudinal cohort design. Data were collected at two timepoints, baseline (T1) and during the social media outage of 4 October 2021 (T2). T1 was collected in August–September 2021 as part of the baseline of an ongoing study. The nomophobia questionnaire (NMP-Q), Generalized Anxiety Disorder-7 scale (GAD-7), and Athens insomnia scale (AIS) were administered to 2706 healthy participants from the general Bahraini population (56% females, mean age 33.57 ± 11.65 years). Approximately one month later, during the social media outage, 306 of the study participants were opportunistically assessed using the NMP-Q. At baseline, we found that nomophobia levels strongly correlated positively with both insomnia (p = 0.001) and anxiety symptoms (p = 0.001). This is the first report to examine the impact of a social media outage on nomophobia. Our findings indicate that symptoms of nomophobia increased significantly during a social media outage. Baseline insomnia scores predicted a surge in the global scores of nomophobia symptoms during a social media outage.
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Affiliation(s)
- Haitham Jahrami
- Ministry of Health, Manama 410, Bahrain
- Department of Psychiatry, College of Medicine and Medical Sciences, Arabian Gulf University, Manama 323, Bahrain
- Correspondence: ; Tel.: +973-1728-7334
| | - Feten Fekih-Romdhane
- Department of Psychiatry “Ibn Omrane”, Razi Hospital, Manouba 2010, Tunisia
- Faculty of Medicine of Tunis, Tunis El Manar University, Tunis 1068, Tunisia
| | | | - Nicola Luigi Bragazzi
- Industrial and Applied Mathematics (LIAM), Department of Mathematics and Statistics, York University, Toronto, ON M3J 1P3, Canada
| | - Seithikurippu R. Pandi-Perumal
- Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai 602117, India
| | - Ahmed S. BaHammam
- Department of Medicine, College of Medicine, University Sleep Disorders Center, King Saud University, P.O. Box 225503, Riyadh 11324, Saudi Arabia
- The Strategic Technologies Program of the National Plan for Sciences and Technology and Innovation in the Kingdom of Saudi Arabia, P.O. Box 2454, Riyadh 11324, Saudi Arabia
| | - Michael V. Vitiello
- Psychiatry & Behavioral Sciences, Gerontology & Geriatric Medicine, and Biobehavioral Nursing, University of Washington, Seattle, WA 98195-6560, USA
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