Addiction, donut, or extended self: An interpretive analysis of nomophobia
DOI:
https://doi.org/10.54844/wsr.2025.0905Abstract
Nomophobia refers to the anxiety individuals experience when unable to effectively connect to the internet. Traditional explanatory frameworks often interpret this phenomenon as withdrawal symptoms, leading to an over-pathologization of daily behaviors. Theories from neutral perspective on the other hand, view nomophobia as a psychological manifestation of unmet connectivity needs but often fail to acknowledge the psychological benefits of digital technology. The attachment theory interprets nomophobia as separation anxiety, yet logical inconsistencies remain. Self-extension theories consider digital networks as part of the individual self but insufficiently explore the systemic and unique characteristics of the internet. A systematic literature review was conducted to identify key concepts following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, involving structured search queries, screening, eligibility assessment, and data extraction. Via evaluating and comparing these perspectives, this study introduces the concept of "Internet extension of virtual capacity" as a complementary enhancement to existing theories. Overall, the conceptual landscape surrounding this topic is characterized by significant overlap and ambiguity. Future research should aim to delineate the boundaries and applicability of these concepts to better understand the ambivalent "love-hate" relationship between human and Internet.
References
Adawi, M., Zerbetto, R., Re, T. S., Bisharat, B., Mahamid, M., Amital, H., Del Puente, G., & Bragazzi, N. L. (2019). Psychometric properties of the brief symptom inventory in nomophobic subjects: insights from preliminary confirmatory factor, exploratory factor, and clustering analyses in a sample of healthy Italian volunteers. Psychology Research and Behavior Management, 12, 145-154. https://doi.org/10.2147/prbm.s173282
Akbari, M., Seydavi, M., Palmieri, S., Mansueto, G., Caselli, G., & Spada, M. M. (2021). Fear of missing out (FoMO) and Internet use: a comprehensive systematic review and meta-analysis. Journal of Behavioral Addictions, 10(4), 879-900. https://doi.org/10.1556/2006.2021.00083
Anshari, M., Alas, Y., & Sulaiman, E. (2019). Smartphone addictions and nomophobia among youth. Vulnerable Children and Youth Studies, 14(3), 242-247. https://doi.org/10.1080/17450128.2019.1614709
Aron, A., Lewandowski, G., Branand, B., Mashek, D., & Aron, E. (2022). Self-expansion motivation and inclusion of others in self: an updated review. Journal of Social and Personal Relationships, 39(12), 3821-3852. https://doi.org/10.1177/02654075221110630
Baron N. S. (2011, July 26). Concerns about mobile phones: A cross-national study. First Monday. Retrieved August 4, 2023, from https://journals.uic.edu/ojs/index.php/fm/article/view/3335
Bayer, J. B., Anderson, I. A., & Tokunaga, R. S. (2022). Building and breaking social media habits. Current Opinion in Psychology, 45, 101303. https://doi.org/10.1016/j.copsyc.2022.101303
Belk, R. W. (2013). Extended self in a digital world: Table 1. Journal of Consumer Research, 40(3), 477-500. https://doi.org/10.1086/671052
Belk, R. (2016). Extended self and the digital world. Current Opinion in Psychology, 10, 50-54. https://doi.org/10.1016/j.copsyc. 2015.11.003
Billieux, J., Philippot, P., Schmid, C., Maurage, P., De Mol, J., & Van der Linden, M. (2015). Is dysfunctional use of the mobile phone a behavioural addiction? confronting symptom-based versus process-based approaches. Clinical Psychology & Psychotherapy, 22(5), 460-468. https://doi.org/10.1002/cpp.1910
Bowlby J. (1969). Attachment and Loss, Vol. 1: Attachment. Basic Books.
Bragazzi, N., & Del Puente, G. (2014). A proposal for including nomophobia in the new DSM-V. Psychology Research and Behavior Management, 7, 155-160. https://doi.org/10.2147/prbm.s41386
Brand, M., Young, K. S., Laier, C., Wölfling, K., & Potenza, M. N. (2016). Integrating psychological and neurobiological considerations regarding the development and maintenance of specific Internet-use disorders: an Interaction of Person-Affect-Cognition-Execution (I-PACE) model. Neuroscience & Biobehavioral Reviews, 71, 252-266. https://doi.org/10.1016/j.neubiorev.2016.08.033
Brand, M., Wegmann, E., Stark, R., Müller, A., Wölfling, K., Robbins, T. W., & Potenza, M. N. (2019). The Interaction of Person-Affect-Cognition-Execution (I-PACE) model for addictive behaviors: update, generalization to addictive behaviors beyond Internet-use disorders, and specification of the process character of addictive behaviors. Neuroscience & Biobehavioral Reviews, 104, 1-10. https://doi.org/10.1016/j.neubiorev.2019.06.032
Buctot, D. B., Kim, N., & Kim, S. H. (2020). The role of nomophobia and smartphone addiction in the lifestyle profiles of junior and senior high school students in the Philippines. Social Sciences & Humanities Open, 2(1), 100035. https://doi.org/10.1016/j.ssaho.2020.100035
Cheever, N. A., Rosen, L. D., Carrier, L. M., & Chavez, A. (2014). Out of sight is not out of mind: the impact of restricting wireless mobile device use on anxiety levels among low, moderate and high users. Computers in Human Behavior, 37, 290-297. https://doi.org/10.1016/j.chb.2014.05.002
Chen, P. S., Li, J.,& Kim, S. Y. (2021). Structural relationship among mobile phone dependence, self-efficacy, time management disposition, and academic procrastination in college students. Iranian Journal of Public Health, 50(11), 2263-2273. https://doi.org/10.18502/ijph.v50i11.7582
Chiu, S. I. (2014). The relationship between life stress and smartphone addiction on Taiwanese university student: a mediation model of learning self-Efficacy and social self-Efficacy. Computers in Human Behavior, 34, 49-57. https://doi.org/10.1016/j.chb.2014.01.024
Chou, C., Condron, L., & Belland, J. C. (2005). A review of the research on Internet addiction. Educational Psychology Review, 17(4), 363-388. https://doi.org/10.1007/s10648-005-8138-1
Clayton, R. B., Leshner, G., & Almond, A. (2015). The extended iSelf: the impact of iPhone separation on cognition, emotion, and physiology. Journal of Computer-Mediated Communication, 20(2), 119-135. https://doi.org/10.1111/jcc4.12109
De-Sola Gutiérrez, J., Rodríguez de Fonseca, F., & Rubio, G. (2016). Cell-Phone Addiction: A Review. Front Psychiatry. https://doi.org/10.3389/fpsyt.2016.00175
Diefenbach, S., & Borrmann, K. (2019). The Smartphone as a Pacifier and its Consequences: Young adults' smartphone usage in moments of solitude and correlations to self-reflection. https://doi.org/10.1145/3290605.3300536
Elhai, J. D., Dvorak, R. D., Levine, J. C., & Hall, B. J. (2017). Problematic smartphone use: a conceptual overview and systematic review of relations with anxiety and depression psychopathology. Journal of Affective Disorders, 207, 251-259. https://doi.org/10.1016/j.jad.2016.08.030
Enez, Ö., & Yalçınkaya-Alkar, Ö. (2022). Assessing mobile phone attachment: validation of the mobile attachment questionnaire in Turkish University students and examination of related variables. Psychological Reports, 125(3), 1732-1764. https://doi.org/10.1177/00332941211005117
Eskin Bacaksiz, F., Tuna, R., & Alan, H. (2022). Nomophobia, netlessphobia, and fear of missing out in nursing students: a cross-sectional study in distance education. Nurse Education Today, 118, 105523. https://doi.org/10.1016/j.nedt.2022.105523
Fowler, J., & Noyes, J. (2015). From dialing to tapping: university students report on mobile phone use. Procedia Manufacturing, 3, 4716-4723. https://doi.org/10.1016/j.promfg.2015.07.568
Fullwood, C., Quinn, S., Kaye, L. K., & Redding, C. (2017). My virtual friend: a qualitative analysis of the attitudes and experiences of smartphone users: implications for smartphone attachment. Computers in Human Behavior, 75, 347-355. https://doi.org/10.1016/j.chb.2017.05.029
Gentina, E., Tang, T. L., & Dancoine, P. F. (2018). Does Gen Z's emotional intelligence promote iCheating (cheating with iPhone) yet curb iCheating through reduced nomophobia? Computers & Education, 126, 231-247. https://doi.org/10.1016/j.compedu.2018.07.011
Gertz, M., Schütz-Bosbach, S., & Diefenbach, S. (2021). Smartphone and the self: experimental investigation of self-incorporation of and attachment to smartphones. Multimodal Technologies and Interaction, 5(11), 67. https://doi.org/10.3390/mti5110067
Gezgİn, D. M., Hamutoğlu, N. B., Sezen Gültekİn, G., & Yildirim, S. (2019). [Determination of Prospective Teachers' Perceptions of Smartphone, Fear of Being Without Mobile Phone (Nomophobia) and Fear of Missing Developments (Fomo) Using Metaphors]. Bartın Üniversitesi Eğitim Fakültesi Dergisi, 8(2), 73-783. https://doi.org/10.14686/buefad.516540
Griffiths, M. (1998). Internet addiction: Does it really exist. In J. Gackenbach (Ed.). Psychology and the Internet: Intrapersonal, Interpersonal and Transpersonal Applications (pp. 61-75). Academic Press.
Griffiths, M. D. (2020). Internet use disorders: What's new and what's not: Commentary on: How to overcome taxonomical problems in the study of Internet use disorders and what to do with "smartphone addiction" (Montag et al., 2019). Journal of Behavioral Addictions, 9(4), 934-937. https://doi.org/10.1556/2006.2020.00072
Hall, J. A., & Baym, N. K. (2012). Calling and texting (too much): mobile maintenance expectations, (over)dependence, entrapment, and friendship satisfaction. New Media & Society, 14(2), 316-331. https://doi.org/10.1177/1461444811415047
Han, S., Kim, K. J., & Kim, J. H. (2017). Understanding nomophobia: structural equation modeling and semantic network analysis of smartphone separation anxiety. Cyberpsychology, Behavior, and Social Networking, 20(7), 419-427. https://doi.org/10.1089/cyber.2017.0113
Harkin, J. (2003). Mobilisation: the growing public interest in mobile technology. Demos.
Hoffman, D. L., Novak, T. P., & Venkatesh, A. (2004). Has the Internet become indispensable? Communications of the ACM, 47(7), 37-42. https://doi.org/10.1145/1005817.1005818
Hoffner, C. A., Lee S., & Park, S. J. (2016). "I miss my mobile phone!": self-expansion via mobile phone and responses to phone loss. New Media & Society, 18(11), 2452-2468. https://doi.org/10.1177/1461444815592665
Jarvenpaa, S. L., & Lang, K. R. (2005). Managing the Paradoxes of Mobile Technology. Information Systems Management, 22(4), 7-23. https://doi.org/10.1201/1078.10580530/45520.22.4.20050901/90026.2
Jahrami, H., Trabelsi, K., Boukhris, O., Hussain, J. H., Alenezi, A. F., Humood, A., Saif, Z., Pandi-Perumal, S. R., & Seeman, M. V. (2022). The prevalence of mild, moderate, and severe nomophobia symptoms: a systematic review, meta-analysis, and meta-regression. Behav Sci (Basel), 13(1), 35. https://doi.org/10.3390/bs13010035
Janicke-Bowles, S. H., Buckley, T. M., Rey, R., Wozniak, T., Meier, A., & Lomanowska, A. (2023). Digital flourishing: conceptualizing and assessing positive perceptions of mediated social interactions. Journal of Happiness Studies, 24(3), 1013-1035. https://doi.org/10.1007/s10902-023-00619-
Johannes, N., Meier, A., Reinecke, L., Ehlert, S., Setiawan, D. N., Walasek, N., Dienlin, T., Buijzen, M., & Veling, H. (2021). The relationship between online vigilance and affective well-being in everyday life: combining smartphone logging with experience sampling. Media Psychology, 24(5), 581-605. https://doi.org/10.1080/15213269.2020.1768122
Keefer, L. A., Landau, M. J., Rothschild, Z. K., & Sullivan, D. (2012). Attachment to objects as compensation for close others' perceived unreliability. Journal of Experimental Social Psychology, 48(4), 912-917. https://doi.org/10.1016/j.jesp.2012.02.007
King, A. L., Valença, A. M., & Nardi, A. E. (2010). Nomophobia: the mobile phone in panic disorder with agoraphobia: reducing phobias or worsening of dependence? Cognitive and Behavioral Neurology, 23(1), 52-54. https://doi.org/10.1097/wnn.0b013e3181b7eabc
Konok, V., Pogány, Á., & Miklósi, Á. (2017). Mobile attachment: separation from the mobile phone induces physiological and behavioural stress and attentional bias to separation-related stimuli. Computers in Human Behavior, 71, 228-239. https://doi.org/10.1016/j.chb.2017.02.002
Konok, V., Gigler, D., Bereczky, B. M., & Miklósi, Á. (2016). Humans' attachment to their mobile phones and its relationship with interpersonal attachment style. Computers in Human Behavior, 61, 537-547. https://doi.org/10.1016/j.chb.2016.03.062
LaRose, R., Lin, C. A., & Eastin, M. S. (2003). Unregulated Internet usage: addiction, habit, or deficient self-regulation? Media Psychology, 5(3), 225-253. https://doi.org/10.1207/S1532785XMEP0503_01
Leary, M. R. (2007). Motivational and emotional aspects of the self. Annual Review of Psychology, 58, 317344. https://doi.org/10.1146/annurev.psych.58.110405.085658
León-Mejía, A. C., Gutiérrez-Ortega, M., Serrano-Pintado, I., & González-Cabrera, J. (2021). A systematic review on nomophobia prevalence: surfacing results and standard guidelines for future research. PLoS One, 16(5), e0250509. https://doi.org/10.1371/journal.pone.0250509
Lin, C. Y., Griffiths, M. D., & Pakpour, A. H. (2018a). Psychometric evaluation of Persian nomophobia questionnaire: differential item functioning and measurement invariance across gender. Journal of Behavioral Addictions, 7(1), 100-108. https://doi.org/10.1556/2006.7.2018.11
Lin, X., Su, W., & Potenza, M. N. (2018b). Development of an Online and Offline Integration Hypothesis for Healthy Internet Use: Theory and Preliminary Evidence. Frontiers in Psychology, 9, 492. https://doi.org/10.3389/fpsyg.2018.00492
Lin, Y. H., Lin, Y. C., Lee, Y. H., Lin, P. H., Lin, S. H., Chang, L. R., Tseng, H. W., Yen, L. Y., Yang, C. C. H., & Kuo, T. B. J. (2015). Time distortion associated with smartphone addiction: identifying smartphone addiction via a mobile application (App). Journal of Psychiatric Research, 65, 139-145. https://doi.org/10.1016/j.jpsychires.2015.04.003
Lin, Y., Liu, Y., Fan, W., Tuunainen, V. K., & Deng, S. (2021). Revisiting the relationship between smartphone use and academic performance: a large-scale study. Computers in Human Behavior, 122, 106835. https://doi.org/10.1016/j.chb.2021.106835
Liu, X., Lu, H., Zhou, Z., Chao, M., & Liu, T. (2022). Development of a computerized adaptive test for problematic mobile phone use. Frontiers in Psychology, 13, 892387. https://doi.org/10.3389/fpsyg.2022.892387
Lu, T. (2017). Smartphone Users Replace Their Device Every Twenty-One Months. Counterpoint Research. Retrieved Jul.29,2023, from https://www.counterpointresearch.com/smartphone-users-replace-their-device-every-twenty-one-months/
Melumad, S., & Pham, M. T. (2020). The smartphone as a pacifying technology. Journal of Consumer Research, 47(2), 237-255. https://doi.org/10.1093/jcr/ucaa005
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2010). Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. International Journal of Surgery, 8(5), 336-341. https://doi.org/10.1016/j.ijsu.2010.02.007
Montag, C., Wegmann, E., Sariyska, R., Demetrovics, Z., & Brand, M. (2021). How to overcome taxonomical problems in the study of Internet use disorders and what to do with "smartphone addiction"? Journal of Behavioral Addictions, 9(4), 908-914. https://doi.org/10.1556/2006.8.2019.59
Morovati, Z., & Yadegari, R. (2019). Comparison of loneliness and coping self-efficacy in cell phone addicted and normal female college students. Psychological Achievements, 26(2), 243-262.
Naser, A. Y., Alwafi, H., Itani, R., Alzayani, S., Qadus, S., Al-Rousan, R., Abdelwahab, G. M., Dahmash, E., AlQatawneh, A., Khojah, H. M. J., Kautsar, A. P., Alabbasi, R., Alsahaf, N., Qutub, R., Alrawashdeh, H. M., Abukhalaf, A. H. I., & Bahlol, M. (2023). Nomophobia among university students in five Arab countries in the Middle East: prevalence and risk factors. BMC Psychiatry. 23(1), 541.
Nie, J., Wang, P., & Lei, L. (2020). Why can't we be separated from our smartphones? The vital roles of smartphone activity in smartphone separation anxiety. Computers in Human Behavior, 109, 106351. https://doi.org/10.1016/j.chb.2020.106351
Niu, G., Wang, Y., Li, Z., Zhou, Z., Ni, X., & Sun, X. (2021). Development and validation of a scale to measure internet self-expansion. Current Psychology, 42, 6494-6500. https://doi.org/10.1007/s12144-021-01908-z
Okur, S., Bulut, Ö. A, & Çınar, S. E. (2022). The Mediating Role of Social Media Usage Habits in the Relationship Between FoMO and Nomophobia. Journal of Theoretical Educational Science.15(1), 126-145.
Oulasvirta, A., Rattenbury, T., Ma, L., & Raita, E. (2012). Habits make smartphone use more pervasive. Personal and Ubiquitous Computing, 16(1), 105-114. https://doi.org/10.1007/s00779-011-0412-2
Panova, T., & Carbonell, X. (2018). Is smartphone addiction really an addiction? Journal of Behavioral Addictions, 7(2), 252-259. https://doi.org/10.1556/2006.7.2018.49
Peters, O. (2009). A social cognitive perspective on mobile communication technology use and adoption. Social Science Computer Review, 27(1), 76-95. https://doi.org/10.1177/0894439308322594
Przybylski, A. K., Murayama, K., DeHaan, C. R., & Gladwell, V. (2013). Motivational, emotional, and behavioral correlates of fear of missing out. Computers in Human Behavior, 29(4), 1841-1848. https://doi.org/10.1016/j.chb.2013.02.014
Reinecke, L., Aufenanger, S., Beutel, M. E., Dreier, M., Quiring, O., Stark, B., Wölfling, K., & Müller, K. W. (2017). Digital stress over the life span: the effects of communication load and Internet multitasking on perceived stress and psychological health impairments in a German probability sample. Media Psychology, 20(1), 90-115. https://doi.org/10.1080/15213269.2015.1121832
Reinecke, L., Klimmt, C., Meier, A., Reich, S., Hefner, D., Knop-Huelss, K., Rieger, D., & Vorderer, P. (2018). Permanently online and permanently connected: development and validation of the online vigilance scale. PLoS One, 13(10), e0205384. https://doi.org/10.1371/journal.pone.0205384
Rodríguez-García, A. M., Moreno-Guerrero, A. J., & López Belmonte, J. (2020). Nomophobia: an individual's growing fear of being without a smartphone-a systematic literature review. International Journal of Environmental Research and Public Health, 17(2), 580. https://doi.org/10.3390/ijerph17020580
Rosenstein, A. W., & Grant, A. E. (1997). Reconceptualizing the role of habit: a new model of television audience activity. Journal of Broadcasting & Electronic Media, 41(3), 324-344. https://doi.org/10.1080/08838159709364411
Ross, M. Q., & Bayer, J. B. (2021). Explicating self-phones: dimensions and correlates of smartphone self-extension. Mobile Media& Communication, 9(3), 488-512. https://doi.org/10.1177/2050157920980508
Ross, M. Q., & Kushlev, K. (2023). Antecedents and Consequences of Smartphone Self-Extension. PsyArXiv Preprints. Retrieved January 14, 2025, from https://osf.io/rwe7j
Rubin, A. M. (1984). Ritualized and instrumental television viewing. Journal of Communication, 34(3), 67-77. https://doi.org/10.1111/j.1460-2466.1984.tb02174.x
Schnauber-Stockmann, A., Meier, A., & Reinecke, L. (2018). Procrastination out of habit? the role of impulsive versus reflective media selection in procrastinatory media use. Media Psychology, 21(4), 640-668. https://doi.org/10.1080/15213269.2018.1476156
Schulenberg, J., O'Malley, P. M., Bachman, J. G., & Johnston, L. D. (2000). "Spread your wings and fly": The course of well-being and substance use during the transition to young adulthood. In L. J. Crockett & R. K. Silbereisen (Eds.). Negotiating adolescence in times of social change (pp. 224-255). Cambridge University Press.
SecurEnvoy. (2012). 66% of the population suffer from Nomophobia. Retrieved July 12, 2023, from https://securenvoy.com/blog/66-population-suffer-nomophobia-fear-being-without-their-phone-2/
Slotter, E. B., Gardner, W. L., & Finkel, E. J. (2010). Who am I without you? The influence of romantic breakup on the self-concept. Personality and Social Psychology Bulletin, 36(2), 147-160. https://doi.org/10.1177/0146167209352250
Shambare, R. (2012). Are mobile phones the 21st century addiction? African Journal of Business Management, 6(2), 573-577. https://doi.org/10.5897/ajbm11.1940
Starcevic, V., King, D. L., Delfabbro, P. H., Schimmenti, A., Castro-Calvo, J., Giardina, A., & Billieux, J. (2021). "Diagnostic inflation" will not resolve taxonomical problems in the study of addictive online behaviours. Journal of Behavioral Addictions, 9(4), 915-919. https://doi.org/10.1556/2006.2020.00083
Steele, R. G., Hall, J. A., & Christofferson, J. L. (2020). Conceptualizing digital stress in adolescents and young adults: toward the development of an empirically based model. Clinical Child and Family Psychology Review, 23(1), 15-26. https://doi.org/10.1007/s10567-019-00300-5
Sui, A., & Sui, W. (2021). Not getting the message: critiquing current conceptualizations of nomophobia. Technology in Society, 67, 101719. https://doi.org/10.1016/j.techsoc.2021.101719
Toda, M., Monden, K., Kubo, K., & Morimoto, K. (2006). Mobile phone dependence and health-related lifestyle of university students. Social Behavior and Personality: an International Journal, 34(10), 1277-1284. https://doi.org/10.2224/sbp.2006.34.10.1277
Tran D. (2016). Classifying Nomophobia as Smart-Phone Addiction Disorder. UC Merced Undergraduate Research Journal, 9(1), 1-22. https://doi.org/10.5070/M491033274
Trub, L., & Barbot, B. (2016). The paradox of phone attachment: development and validation of the young adult attachment to phone scale (YAPS). Computers in Human Behavior, 64, 663-672. https://doi.org/10.1016/j.chb.2016.07.050
Vanden Abeele, M. M. P., Halfmann, A., & Lee, E. W. J. (2022). Drug, demon, or donut? Theorizing the relationship between social media use, digital well-being and digital disconnection. Current Opinion in Psychology, 45, 101295. https://doi.org/10.1016/j.copsyc.2021.12.007
Walsh, S. P., & White, K. M. (2007). Me, my mobile, and I: the role of self- and prototypical identity influences in the prediction of mobile phone behavior. Journal of Applied Social Psychology, 37(10), 2405-2434. https://doi.org/10.1111/j.1559-1816.2007.00264.x
Walsh, S. P., White, K. M., & Young, R. M. (2010). Needing to connect: the effect of self and others on young people's involvement with their mobile phones. Australian Journal of Psychology, 62(4), 194-203. https://doi.org/10.1080/00049530903567229
Wolfers, L. N., & Utz, S. (2022). Social media use, stress, and coping. Current Opinion in Psychology, 45, 101305. https://doi.org/10.1016/j.copsyc.2022.101305
Wu T., Lu Y., Gong X., & Gupta, S. (2017). A study of active usage of mobile instant messaging application. Information Development, 33(2), 153-168. https://doi.org/10.1177/0266666916646814
Xiao, Z., & Huang, J. (2022). The Relation Between College Students' Social Anxiety and Mobile Phone Addiction: The Mediating Role of Regulatory Emotional Self-Efficacy and Subjective Well-Being. Frontiers in Psychology, 13, 861527. https://doi.org/10.3389/fpsyg.2022.861527
Yildirim, C., & Correia, A. P. (2015). Exploring the dimensions of nomophobia: development and validation of a self-reported questionnaire. Computers in Human Behavior, 49, 130-137. https://doi.org/10.1016/j.chb.2015.02.059
Yildiz Durak, H. (2019). Investigation of nomophobia and smartphone addiction predictors among adolescents in Turkey: demographic variables and academic performance. The Social Science Journal, 56(4), 492-517. https://doi.org/10.1016/j.soscij.2018.09.003
Young, K. S. (1998). Internet addiction: the emergence of a new clinical disorder. CyberPsychology & Behavior, 1(3), 237-244. https://doi.org/10.1089/cpb.1998.1.237
Young, K. (2000). Caught in the net: how to recognize the signs of Internet addiction-and a winning strategy for recovery. John Wiley & Sons.
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Jiayi Li, Wenfeng Chen, Zhengkui Liu

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.



