Factors Associated with Nomophobia among First-Year Students at Navamindradhiraj University
Main Article Content
Abstract
Objective: This study aimed to examine the factors associated with nomophobia, the fear or anxiety of being without a mobile phone, including prevalence, sociodemographic, behavioral, psychosocial factors among first-year students at Navamindradhiraj University.
Materials and Methods: A descriptive cross-sectional study was conducted among 605 first-year undergraduate students from 13 academic programs at Navamindradhiraj University between January and May 2025. Data were collected via a structured online questionnaire, which included items on demographics, mobile phone usage behaviors, family relationship quality, and the Nomophobia Questionnaire. Descriptive statistics were used to assess prevalence. Chi-squared tests and binary logistic regression were employed to examine associations and to identify significant factor of moderate to severe nomophobia.
Results: The majority of participants experienced moderate (56.20%) or severe (21.70%) levels of nomophobia. The severity of nomophobia was significantly associated with daily phone usage (p = 0.021) and frequency of phone checking (p = 0.006). Logistic regression analysis further indicated that students who spent more time using their phones (p < 0.001), frequent phone checking (p < 0.001), and lower family relationship scores (p = 0.005) were significant factors associated with of moderate-to-severe nomophobia. Demographic variables such as gender, income, and gaming were not significant.
Conclusion: Nomophobia is alarmingly prevalent among first-year university students, with behavioral and psychosocial factors, especially patterns of phone use and perceived family support, playing a more critical role than demographic characteristics. Targeted interventions that promote digital well-being, strengthen emotional resilience, and enhance family support are essential to reduce its psychological impact and encourage healthier digital habits.
Downloads
Article Details

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Articles in this journal are copyrighted by the x may be read and used for academic purposes, such as teaching, research, or citation, with proper credit given to the author and the journal.use or modification of the articles is prohibited without permission.
statements expressed in the articles are solely the opinions of the authors.
authors are fully responsible for the content and accuracy of their articles.
other reuse or republication requires permission from the journal."
References
Yildirim C, Correia AP. Exploring the dimensions of nomophobia: development and validation of a self-reported questionnaire. Comput Human Behav 2015;49:130-7. doi: 10.1016/j.chb.2015.02.059.
Bhattacharya S, Bashar MA, Srivastava A, Singh A. Nomophobia: no mobile phone phobia. J Family Med Prim Care 2019;8(4):1297-300. doi: 10.4103/jfmpc.jfmpc_71_19.
Gezgin DM. Exploring the influence of the patterns of mobile internet use on university students’ nomophobia Levels. Eur J Educ Stud 2017;3(6):29-53. doi: 10.5281/zenodo.572344.
Bragazzi NL, Del Puente G. A proposal for including nomophobia in the new DSM-V. Psychol Res Behav Manag 2014;7:155-60. doi: 10.2147/PRBM.S41386.
Macharla NK, Palanichamy C, Thirunarayanan M, Suresh M, Ramachandran AS. Impact of smartphone usage on sleep in adolescents: a clinically oriented review. Cureus 2025;17(1):e76973. doi: 10.7759/cureus.76973.
King AL, Valença AM, Silva AC, Sancassiani F, Machado S, Nardi AE. “Nomophobia”: impact of cell phone use interfering with symptoms and emotions of individuals with panic disorder compared with a control group. Clin Pract Epidemiol Ment Health 2014;10:28-35. doi: 10.2174/1745017901410010028.
Jahrami H, Trabelsi K, Boukhris O, Hussain JH, Alenezi AF, Humood A, et al. The prevalence of mild, moderate, and severe nomophobia symptoms: a systematic review, meta-analysis, and meta-regression. Behav Sci (Basel) 2022;13(1):35. doi: 10.3390/bs13010035.
Alosaimi FD, Alyahya H, Alshahwan H, Al Mahyijari N, Shaik SA. Smartphone addiction among university students in Riyadh, Saudi Arabia. Saudi Med J 2016;37(6):675-83. doi: 10.15537/Smj.2016.6.14430.
Shewarat P, Sarunya H, Sarunya H, Napakkawat B, Thanapoom R. Prevalence of nomophobia among Thai undergraduate students using smartphones in public university. Chula Med J 2017;61(2):249-59.
Harish BR, Bharath J. Prevalence of nomophobia among the undergraduate medical students of Mandya Institute of Medical Sciences, Mandya. Int J Community Med Public Health 2018;5(12):5455-9. doi: 10.18203/2394-6040.ijcmph20184833.
Prasad M, Patthi B, Singla A, Gupta R, Saha S, Kumar JK, et al. Nomophobia: a cross-sectional study to assess mobile phone usage among dental students. J Clin Diagn Res 2017;11(2):ZC34-9. doi: 10.7860/JCDR/2017/20858.9341.
Dasgupta P, Bhattacherjee S, Dasgupta S, Roy JK, Mukherjee A, Biswas R. Nomophobic behaviors among smartphone using medical and engineering students in two colleges of West Bengal. Indian J Public Health 2017;61(3):199-204. doi: 10.4103/ijph.IJPH_81_16.
Tárrega-Piquer I, Valero-Chillerón MJ, González-Chordá VM, Llagostera-Reverter I, Cervera-Gasch Á, Andreu-Pejo L, et al. Nomophobia and its relationship with social anxiety and procrastination in nursing students: an observational study. Nurs Rep 2023;13(4):1695-705. doi: 10.3390/nursrep13040140.
Gezgin DM, Hamutoglu NB, Sezen-Gultekin G, Ayas T. The relationship between nomophobia and loneliness among Turkish adolescents. Int J Res Educ Sci 2018;4(2):358-74. doi: 10.21890/ijres.409265.
Lwanga SK, Lemeshow S. Sample size determination in health studies: a practical manual. Geneva: World Health Organization; 1991.
Al-Mamun F, Mamun MA, Prodhan MS, Muktarul M, Griffiths MD, Muhit M, et al. Nomophobia among university students: prevalence, correlates, and the mediating role of smartphone use between Facebook addiction and nomophobia. Heliyon 2023;9(3):e14284. doi: 10.1016/j.heliyon.2023.e14284.
Humood A, Altooq N, Altamimi A, Almoosawi H, Alzafiri M, Bragazzi NL, et al. The prevalence of nomophobia by population and by research tool: a systematic review, meta-analysis, and meta-regression. Psych 2021;3(2):249-58. doi: 10.3390/psych3020019.
Gezgin DM. Exploring the influence of the patterns of mobile internet use on university students’ nomophobia levels. Eur J Educ Stud 2017;3(6):29-52. doi: 10.5281/zenodo.572344.
Montag C, Diefenbach S. Towards homo digitalis: important research issues for psychology and the neurosciences at the dawn of the internet of things and the digital society. Sustainability 2018;10(2):415. doi: 10.3390/su10020415.
Kardefelt-Winther D. A conceptual and methodological critique of internet addiction research: towards a model of compensatory internet use. Comput Human Behav 2014;31:351-4. doi: 10.1016/j.chb.2013.10.059.
Shabani Z, Haxhija E, Pjetri E, Guli A. Smartphone addiction among university students. Open Public Health J 2025;18:e18749445414366. doi: 10.2174/0118749445414366250828054906.
Elhai JD, Dvorak RD, Levine JC, Hall BJ. Problematic smartphone use: a conceptual overview and systematic review of relations with anxiety and depression psychopathology. J Affect Disord 2017;207:251-9. doi: 10.1016/j.jad.2016.08.030.
Gezgin DM, Ümmet D, Kaya NB. Smartphone addiction in university students: the predictive role of multidimensional loneliness. Turk J Educ 2020;10(2):317-29. doi: 10.24315/tred.553035.
Arumuganathan S, Kaliamoorthy C, Syed U, Sinnathambi SD, Thangaraju SI. An online survey of prevalence and risk factors of nomophobia in indian adults. Ann Indian Psychiatry 2023;7(1):4-10. doi: 10.4103/aip.aip_49_22.
Lopez-Fernandez O, Honrubia-Serrano L, Freixa-Blanxart M, Gibson W. Prevalence of problematic mobile phone use in British adolescents. Cyberpsychol Behav Soc Netw 2014;17(2):91-8. doi: 10.1089/cyber.2012.0260.
Denprechavong V, Ngamchaliew P, Buathong N. Prevalence of nomophobia and relationship with anxiety and depression among university students in Southern Thailand. J Med Assoc Thai 2022;105(4):359-67. doi: 10.35755/jmedassocthai.2022.04.13289.