ArticlePloS one2021
Nomophobia in Lebanon: Scale validation and association with psychological aspects.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
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Who cites it
35 citing papers in PubMed, 72 citations in OpenAlex.
- Traditional Social Sports Games and Mental Training for Smartphone Addiction and Psychological Distress in School-Aged Adolescents: Randomized Controlled Trial.JMIR mHealth and uHealth · 2026Trial
- The Mediating Effect of Smartphone Distraction Between Nomophobia and Intuitive Eating Among Lebanese Young Adults: A Cross-Sectional Study.Health science reports · 2026Article
- Sociodemographic patterns of nomophobia among university students: systematic review and meta-analysis with meta-regression.Social psychiatry and psychiatric epidemiology · 2026Review
- Mediating Effect of Anxiety/Depression Between Nomophobia and Disordered Eating Among Lebanese Young Adults: A Cross-Sectional Study.Health science reports · 2026Article
- Article
- Psychometric properties of the smartphone distraction scale in arabic among lebanese young adults.Health psychology and behavioral medicine · 2026Article
- Exploring which symptom should be targeted first in the comorbidity of anxiety and depression among adolescents with nomophobia: insight from a simulation network analysis.Frontiers in psychiatry · 2026Article
- The relationship between sleep quality and nomophobia among medical students.BMC medical education · 2025Article
- Italian Adaptation of the No-Mobile-Phone-Phobia Questionnaire: Factorial Validity with the ESEM Technique and Population-Based Cut-Off Scores.European journal of investigation in health, psychology and education · 2025Article
- The hidden costs of nomophobia: associations with sleep, diet, anxiety, alcohol consumption, and lifestyle patterns among nursing students.BMC nursing · 2025Article
- Exploring the prevalence of nomophobia, its contributing factors, and the relationship with social interaction anxiety among nursing students.BMC medical education · 2025Article
- Nomophobia and Psychological distress among the Saudi Population.PLOS digital health · 2025Article
- Adaptation and validation of the Moroccan dialect version of the nomophobia questionnaire (NMP-Q): Among university students.Heliyon · 2024Article
- Exploring risk factors and determinants: A scoping review of factors associated with nomophobia.Indian journal of psychiatry · 2024Article
- The effect of emotion regulation strategies on nomophobia in college students: The masking role of resilience.Heliyon · 2024Article
- The Epidemiology of Nomophobia and Insomnia Among Medical Students in Jeddah, Saudi Arabia.Cureus · 2024Article
- Nomophobia and Its Relationship with Social Anxiety and Procrastination in Nursing Students: An Observational Study.Nursing reports (Pavia, Italy) · 2023Article
- Nomophobia and Its Association with Depression, Anxiety and Stress (DASS Scale), among Young Adults in Greece.European journal of investigation in health, psychology and education · 2023Article
- Nomophobia among university students in five Arab countries in the Middle East: prevalence and risk factors.BMC psychiatry · 2023Article
- Systematic Review and Meta-Analysis of the Correlation Coefficients between Nomophobia and Anxiety, Smartphone Addiction, and Insomnia Symptoms.Healthcare (Basel, Switzerland) · 2023Review
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesNomophobia, an abbreviation of "No mobile phone phobia", is characterized by the illogical fear of being detached from the mobile phone or unable to use it. Research have provided evidence of an association between increased cellular phone use and multiple health issues, such as anxiety, depression, insomnia, and others. To our knowledge, there are no Lebanese studies about nomophobia, despite the high incorporation rate of mobile phones in Lebanon and the likelihood of suffering from anxiety, depression, and other conditions due to nomophobic attitudes. The study objectives were to validate and confirm psychometric properties of the Nomophobia Questionnaire (NMP-Q) and examine the associations between particular psychological conditions (anxiety, depression, stress, insomnia and impulsivity) and nomophobia among a representative sample of Lebanese people.
methodsThis cross-sectional study was carried out between January and July 2019. It enrolled 2260 residents of the community randomly selected from Lebanon's Mohafazat. Two villages per sub-district and households from each village were chosen using a random sampling technique. A questionnaire was distributed randomly to the households. SPSS version 25 was used to perform the statistical analysis. A multinomial regression was computed taking the nomophobia categories as the dependent variable (and taking the absence of nomophobia as the reference category) and all variables that showed a significant association in the bivariate analysis as independent variables.
resultsA total of 2260 (80.71%) out of 2800 questionnaires distributed was collected back. The mean age of the participants was 27.98 ± 9.66 years (58.8% females). Moreover, the mean nomophobia score was 71.56 ± 26.92 (median = 71; minimum = 14; maximum = 140). The results showed that 46 (2.0%) had no nomophobia, 769 (34.1%) mild nomophobia [95% CI 0.322-0.361], 1089 (48.3%) moderate nomophobia [95% CI 0.463-0.504] and 349 (15.5%) severe nomophobia [95% CI 0.140-0.170]. Items of the nomophobia scale converged over a solution of three factors that had an Eigenvalue over 1 (Factor 1 = emotions associated to losing connectedness, Factor 2 = not being able to communicate, Factor 3 = not being able to access information; total variance explained = 66.65%, and Cronbach's alpha = 0.948). The results of a multinomial regression, taking the nomophobia score as the dependent variable, showed that higher age was significantly associated with lower odds of having mild (aOR = 0.97), moderate (aOR = 0.93) and severe (aOR = 0.97) nomophobia respectively. Higher anxiety (aOR = 1.09) and higher insomnia (aOR = 1.04) were significantly associated with higher odds of having severe nomophobia.
conclusionThe results suggest a positive correlation between nomophobia and psychological conditions. There is a need for longitudinal and prospective studies that furnish information with regards of the impact of time on the variables measured, in order to better understand the nature, causes, and attributes of nomophobia.
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