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Depression, anxiety, and smartphone addiction in university students- A cross sectional study
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OBJECTIVES: The study aims to assess prevalence of smartphone addiction symptoms, and to ascertain whether depression or anxiety, independently, contributes to smartphone addiction level among a sample of Lebanese university students, while adjusting simultaneously for important sociodemographic, academic, lifestyle, personality trait, and smartphone-related variables. METHODS: A random sample of 688 undergraduate university students (mean age = 20.64 ±1.88 years; 53% men) completed a survey composed of a) questions about socio-demographics, academics, lifestyle behaviors, personality type, and smartphone use-related variables; b) 26-item Smartphone Addiction Inventory (SPAI) Scale; and c) brief screeners of depression and anxiety (PHQ-2 and GAD-2), which constitute the two core DSM-IV items for major depressive disorder and generalized anxiety disorder, respectively. RESULTS: Prevalence rates of smartphone-related compulsive behavior, functional impairment, tolerance and withdrawal symptoms were substantial. 35.9% felt tired during daytime due to late-night smartphone use, 38.1% acknowledged decreased sleep quality, and 35.8% slept less than four hours due to smartphone use more than once. Whereas gender, residence, work hours per week, faculty, academic performance (GPA), lifestyle habits (smoking and alcohol drinking), and religious practice did not associate with smartphone addiction score; personality type A, class (year 2 vs. year 3), younger age at first smartphone use, excessive use during a weekday, using it for entertainment and not using it to call family members, and having depression or anxiety, showed statistically significant associations with smartphone addiction. Depression and anxiety scores emerged as independent positive predictors of smartphone addiction, after adjustment for confounders. CONCLUSION: Several independent positive predictors of smartphone addiction emerged including depression and anxiety. It could be that young adults with personality type A experiencing high stress level and low mood may lack positive stress coping mechanisms and mood management techniques and are thus highly susceptible to smartphone addiction.
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“there is considerable evidence that vulnerable individuals (e.g., college students) who have lower self-control are easily addicted to the overuse of smartphone, which results in poor mental health such as anxiety [8,9], depression [10] and loneliness [11].”
From Comparative effectiveness of mind-body exercise versus cognitive behavioral therapy for college students with problematic smartphone use: A randomized controlled trial (2020) · cites this paper as [10]
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The Patient Health Questionnaire-2: Validity of a Two-Item Depression Screener
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2003) · Medical Care · doi:10.1097/01.mlr.0000093487.78664.3c · Cited by 6,359
Anxiety disorders in primary care: prevalence, impairment, comorbidity, and detection
Kroenke, K., Spitzer, R. L., Williams, J. B. W., Monahan, P. O., & Löwe, B. (2007) · Annals of Internal Medicine · doi:10.7326/0003-4819-146-5-200703060-00004 · Cited by 4,741
Kroenke, K., Spitzer, R. L., Williams, J. B. W., & Löwe, B. (2010) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2010.03.006 · Cited by 4,057
Development and Validation of a Smartphone Addiction Scale (SAS)
Kwon, M., Lee, J.-Y., Won, W.-Y., Park, J.-W., Min, J.-A., Hahn, C., Gu, X., Choi, J.-H., & Kim, D.-J. (2013) · PLoS ONE · doi:10.1371/journal.pone.0056936 · Cited by 1,670
Demirci, K., Akgönül, M., & Akpinar, A. (2015) · Journal of Behavioral Addictions · doi:10.1556/2006.4.2015.010 · Cited by 1,529
The dark side of smartphone usage: Psychological traits, compulsive behavior and technostress
Lee, Y., Chang, C., Lin, Y., & Cheng, Z. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2013.10.047 · Cited by 1,115
Lemola, S., Perkinson-Gloor, N., Brand, S., Dewald-Kaufmann, J. F., & Grob, A. (2015) · Journal of Youth and Adolescence · doi:10.1007/s10964-014-0176-x · Cited by 940
Beginning the workday yet already depleted? Consequences of late-night smartphone use and sleep
Lanaj, K., Johnson, R. E., & Barnes, C. M. (2014) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2014.01.001 · Cited by 738
Bian, M., & Leung, L. (2015) · Social Science Computer Review · doi:10.1177/0894439314528779 · Cited by 669
Development and validation of the Smartphone Addiction Inventory (SPAI)
Lin, Y.-H., Chang, L.-R., Lee, Y.-H., Tseng, H.-W., Kuo, T. B. J., & Chen, S.-H. (2014) · PLoS ONE · doi:10.1371/journal.pone.0098312 · Cited by 611
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Personality traits of university students with smartphone addiction
Kheradmand, A., Amirlatifi, E. S., & Rahbar, Z. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1083214 · Cited by 20
Adaptation and Validation of the Polish Version of the 10-Item Mobile Phone Problematic Use Scale
Mach, A., Demkow, M., Klimkiewicz, A., Jakubczyk, A., Abramowska, M., Kuciak, A., Serafin, P., Szczypiński, J., & Wojnar, M. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00427 · Cited by 20
School anxiety profiles in Spanish adolescents and their differences in psychopathological symptoms
Fernández‐Sogorb, A., Sanmartín, R., Vicent, M., Gonzálvez, C., Esteban, C. R., & García-Fernández, J. M. (2022) · PLoS ONE · doi:10.1371/journal.pone.0262280 · Cited by 20
Wang, Y., Liang, L., Sun, Z., Liu, R., Wei, Y., Qi, S., Ke, Q., & Wang, F. (2023) · Medicine · doi:10.1097/md.0000000000032590 · Cited by 19
Zhao, Y., Chen, F., Yuan, C., Luo, R., Ma, X., & Zhang, C. (2020) · Children and Youth Services Review · doi:10.1016/j.childyouth.2020.105766 · Cited by 20
Ning, W., Davis, F. D., & Riedl, R. (2021) · Internet Research · doi:10.1108/intr-07-2020-0365 · Cited by 19
Pei, Y., Li, H.-C., Zhong, J., Gao, X.-L., Xiao, C., Yuan, Y., & Xiong, X. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.1042147 · Cited by 19
Ejaz, W., Altay, S., & Naeem, G. (2023) · Digital Health · doi:10.1177/20552076231186075 · Cited by 19
Duradoni, M., Raimondi, T., Buttà, F., & Guazzini, A. (2023) · Human Behavior and Emerging Technologies · doi:10.1155/2023/6653652 · Cited by 21
Liu, J., Yu, X., Kong, L., & Zhou, X. (2023) · BMC Psychiatry · doi:10.1186/s12888-023-05369-5 · Cited by 22
Meneses, M. D. O., & Andrade, E. M. L. R. (2024) · Revista Latino-Americana de Enfermagem · doi:10.1590/1518-8345.6764.4056 · Cited by 19
Su, Y., Li, H., Jiang, S., Li, Y., Li, Y., & Zhang, G. (2024) · BMC Public Health · doi:10.1186/s12889-024-18100-0 · Cited by 19
Zhang, Y., Qi, Y., & Ma, Y. (2024) · Journal of Youth and Adolescence · doi:10.1007/s10964-024-02055-x · Cited by 20
Factors Contributing to Mobile Phone Dependence Amongst Young People—Educational Implications
Sánchez, I. M., Martínez, R. G., Rodríguez, J. Á., & Cruz, M. F. (2020) · Sustainability · doi:10.3390/su12062554 · Cited by 19
Wang, Y., Ren, X., Liu, X., & Zhu, T. (2021) · JMIR mhealth and uhealth · doi:10.2196/19046 · Cited by 23
Qin, X., Liu, L., Yan, Y., Guo, X., Yang, N., & Li, L. (2025) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1512812 · Cited by 18
Thompson, A. K., Cote, R. H., Sniffen, J., & Brangaccio, J. A. (2018) · Journal of Neurophysiology · doi:10.1152/jn.00362.2018 · Cited by 19
Lee, J. J., Wang, M. P., Luk, T. T., Guo, N., Chan, S. S. C., & Lam, T. (2020) · JMIR Mental Health · doi:10.2196/15403 · Cited by 18
Strete, E. G., Cincu, M.-G., & Sălcudean, A. (2025) · Medicina · doi:10.3390/medicina61071226 · Cited by 18
Müller, V., Mellor, D. J., & Piko, B. F. (2023) · Journal of Attention Disorders · doi:10.1177/10870547231171724 · Cited by 17
Chai, W., Li, X., & Shek, D. T. L. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19169809 · Cited by 17
Herrero, J., Torres, A., Vivas, P., & Urueña, A. (2021) · Social Science Computer Review · doi:10.1177/0894439319896230 · Cited by 16
Royer, M. F., & Wharton, C. M. (2022) · PLoS ONE · doi:10.1371/journal.pone.0275185 · Cited by 21
Said, A. H., Mohd, F. N., Yusof, M. Z., Win, N. A. N. M., Mazlan, A. N., & Shaharudin, A. S. (2022) · Malaysian Family Physician · doi:10.51866/oa.75 · Cited by 17
Frydenlund, G., Guldager, J. D., Frederiksen, K. O., & Egebæk, H. K. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e20368 · Cited by 16
The impact of smartphone addiction on attention control and sleep in Egypt—an online survey
Khalifa, D., Magdy, R., Khalil, D. M., Hussein, M., Ismaeel, A. Y., Adel, S., Abdelhamied, N., Abdeltwab, M. A., Eltaweel, M., Essam, A. M., et al. (2023) · Middle East Current Psychiatry · doi:10.1186/s43045-023-00371-9 · Cited by 16
Youn, H., Lee, S. I., Lee, S. H., Kim, J.-Y., Kim, J.-H., Park, E. J., Park, J. S., Bhang, S., Lee, M., Lee, Y. J., et al. (2018) · Journal of Korean Medical Science · doi:10.3346/jkms.2018.33.e347 · Cited by 16
Wendt, F. R., Carvalho, C. M., Pathak, G. A., Gelernter, J. E., & Polimanti, R. A. (2019) · Journal of Clinical Medicine · doi:10.3390/jcm8122040 · Cited by 16
Farhat, K., Aslam, W., Arif, I., & Ahmed, Z. (2021) · IIM Kozhikode Society & Management Review · doi:10.1177/22779752211000479 · Cited by 16
Wang, T., Seiger, A., Markowetz, A., Andone, I., Błaszkiewicz, K., & Penzel, T. (2025) · Journal of Medical Internet Research · doi:10.2196/60423 · Cited by 15
Chen, P.-C., Hung, M.-W., Lu, H.-S., Yuan, C. W. (., Bi, N., Lee, W.-C., Huang, M.-C., & You, C.-W. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3517478 · Cited by 16
Kim, S. Y., Champion, K. E., Gardner, L. A., Teesson, M., Newton, N. C., & Gainsbury, S. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.1043490 · Cited by 20
Zeng, Y., Zhang, J., Wei, J., & Li, S. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192315903 · Cited by 17
Liu, H., Novotný, J., & Váchová, L. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1057544 · Cited by 15
Yaşin, S., Altunışık, E., & Tak, A. Z. A. (2023) · The Journal of Nervous and Mental Disease · doi:10.1097/nmd.0000000000001675 · Cited by 18
Hashemi, A., Noori, A. Q., Orfan, S. N., Akramy, S. A., & Rameli, M. R. M. (2024) · Cogent Education · doi:10.1080/2331186x.2024.2340845 · Cited by 17
Potential treatments of technology addiction: insights for information systems scholars
Ning, W., Turel, O., & Davis, F. D. (2024) · Internet Research · doi:10.1108/intr-12-2023-1122 · Cited by 16
Dou, G., & Feng, B. (2025) · Current Psychology · doi:10.1007/s12144-025-07309-w · Cited by 15
Kwon, M. S., & Yu, J. S. (2020) · Journal of Korean Academy of Nursing · doi:10.4040/jkan.2020.50.1.116 · Cited by 15
Neck pain among smartphone users: an imminent public health issue during the pandemic time
Binoy Mathew, K., V, & Walarine, M. T. (2020) · Journal of Ideas in Health · doi:10.47108/jidhealth.vol3.issspecial1.65 · Cited by 15
Problem gambling during Covid-19
Frisone, F., Alibrandi, A., & Settineri, S. (2020) · Mediterranean Journal of Clinical Psychology · doi:10.6092/2282-1619/mjcp-2457 · Cited by 30
Impact of COVID-19 on Adolescents’ Smartphone Addiction in South Korea
Chun, J., Lee, H. K., Jeon, H., Kim, J., & Lee, S. (2022) · Social Work in Public Health · doi:10.1080/19371918.2022.2134252 · Cited by 15
Development and Evaluation of Smartphone Detox Program for University Students
Buctot, D. B., Kim, N., & Park, K. E. (2018) · International Journal of Contents · doi:10.5392/ijoc.2018.14.4.001 · Cited by 15
Kozan, H. İ. Ö., Kavaklı, M., Ak, M., & Kesici, Ş. (2019) · Journal of Clinical Psychiatry · doi:10.5505/kpd.2019.87587 · Cited by 17
Nasser, N. S., Loh, J. L., Rashid, A. A., Sharifat, H., Ahmad, U., Ibrahim, B., Mustafa, S., Hoo, F. K., Ching, S. M., & Suppiah, S. (2020) · medRxiv · doi:10.1101/2020.01.06.20016592 · Cited by 16
Xin, C., Ding, N., Jiang, N., Li, H., & Wen, D. (2022) · BMC Psychiatry · doi:10.1186/s12888-022-04355-7 · Cited by 14
Prevalence of Smartphone Addiction and its Relation with Depression among School-going Adolescents
Sharma, D., Goel, N. K., Sidana, A. K., Kaura, S., & Sehgal, M. (2023) · Indian Journal of Community Health · doi:10.47203/ijch.2023.v35i01.006 · Cited by 16
Zhao, Y., Liang, K., Qu, D., He, Y., Wei, X., & Chi, X. (2023) · Journal of Youth and Adolescence · doi:10.1007/s10964-023-01802-w · Cited by 14
Smartphone addiction in Iranian schoolchildren: a population-based study
Azizi, A., Emamian, M. H., Hashemi, H., & Fotouhi, A. (2024) · Scientific Reports · doi:10.1038/s41598-024-73816-8 · Cited by 16
Smartphone addiction and depression among health sciences students during COVID-19 pandemic
Ay, M. K., Topuzoǧlu, A., & Altaş, Z. M. (2024) · BMC Public Health · doi:10.1186/s12889-024-21075-7 · Cited by 15
Mindfulness as a Promoter of Adaptive Development in Adolescence
Amada, N. M., & Shane, J. (2018) · Adolescent Research Review · doi:10.1007/s40894-018-0096-1 · Cited by 21
The mediation effects of smartphone addiction on relationship between aggression and nomophobia
Nuri, C., Direktör, C., & Arnavut, A. (2021) · World Journal on Educational Technology Current Issues · doi:10.18844/wjet.v13i1.5403 · Cited by 15
Reduced Volume of a Brainstem Substructure in Adolescents with Problematic Smartphone Use
Cho, I. H., Yoo, J. H., Chun, J., Cho, H., Kim, J.-Y., Choi, J., & Kim, D. (2021) · Journal of korean Academy of Child and Adolescent Psychiatry · doi:10.5765/jkacap.210007 · Cited by 14
Mindfulness, impulsivity and psychological distress: the mediation role of smartphone addiction
Kayiş, A. R. (2022) · British Journal of Guidance and Counselling · doi:10.1080/03069885.2022.2046255 · Cited by 15
Nomofobia. Enfermedades del siglo XXI
Chico, I., Maldonado, L. D., & Moreno, L. G. (2018) · Medicina de Familia SEMERGEN · doi:10.1016/j.semerg.2018.05.002 · Cited by 17
Association of smartphone addiction with pain, sleep, anxiety, and depression in university students
de Paul, V. C. G., das Neves, A. C., de Oliveira, G. A., Antônio, A. C. F. T. D., Antônio, T. T. D., & Jassi, F. J. (2023) · Fisioterapia em Movimento · doi:10.1590/fm.2023.36110 · Cited by 13
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Sujadi, E., & Ahmad, B. (2023) · Psychocentrum Review · doi:10.26539/pcr.531511 · Cited by 15
KURTARAN, M. (2024) · Journal of Bodywork and Movement Therapies · doi:10.1016/j.jbmt.2024.04.041 · Cited by 14
Hsieh, H., Hsu, H., Lin, P., Yang, Y.-J., Huang, Y., Ko, C., & Wang, H. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17072313 · Cited by 13
SAĞAR, M. E. (2022) · Elektronik Sosyal Bilimler Dergisi · doi:10.17755/esosder.1036794 · Cited by 15
Lee, M., & Bhang, S. (2023) · Journal of Korean Medical Science · doi:10.3346/jkms.2023.38.e221 · Cited by 13
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Tng, G. Y. Q., & Yang, H. (2023) · Behaviour and Information Technology · doi:10.1080/0144929x.2023.2196573 · Cited by 12
Nomophobia, loneliness and depressive symptom levels of adults living in a district of Türkiye
Güveli, R., Balcı, E., & Bayraktar, M. (2024) · Medicine · doi:10.1097/md.0000000000038921 · Cited by 14
Kim, Y., Dhammasaccakarn, W., Laeheem, K., & Rinthaisong, I. (2024) · Acta Psychologica · doi:10.1016/j.actpsy.2024.104570 · Cited by 12
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Andrews, J. A., Craven, M. P., Lang, A. R., Guo, B., Morriss, R. K., & Hollis, C. P. (2022) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-022-01856-z · Cited by 13
Uso problemático del smartphone y procrastinación en el ámbito académico: un meta-análisis
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Teo, J. K. H., Chionh, I. Y. L., Hamed, N. A. B. S., & Lai, C. W. K. (2023) · Healthcare · doi:10.3390/healthcare11233033 · Cited by 14
Gao, J., Xu, D., Romano, D. M., & Hu, X. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1585302 · Cited by 11
Su, M., Zhang, J., Xu, Y., & Hu, J. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105517 · Cited by 13
Bassi, G., Lis, A., Marci, T., & Salcuni, S. (2021) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-021-00705-w · Cited by 12
García‐Manglano, J., López-Madrigal, C., Sádaba, C., Serrano, C., & López-Fernández, O. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19010358 · Cited by 14
Mushtaque, I., Khan, M. R., Zahra, R., Fatima, S. M., Ejaz, M., Lak, T. A., Rizwan, M. S., Awais‐E‐Yazdan, M., & Raza, M. (2022) · Journal of Population and Social Studies · doi:10.25133/jpssv302022.024 · Cited by 11
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Pourafshari, R., Rezapour, T., Rafei, P., & Hatami, J. (2022) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2022.100436 · Cited by 11
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Fredrick, S. S., Domoff, S. E., & Avery, K. (2023) · Cyberpsychology Journal of Psychosocial Research on Cyberspace · doi:10.5817/cp2023-3-6 · Cited by 13
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Bezerra, L. B., Fortkamp, M., Silva, T. O., de Souza, V. C. R. P., Machado, A. A. V., & Souza, J. C. (2023) · Revista Eletrônica Acervo Saúde · doi:10.25248/reas.e13030.2023 · Cited by 11
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Majmasanaye, M., Mehrpooya, M., Amırı, H., & Eshraghi, A. (2024) · Journal of Clinical Psychopharmacology · doi:10.1097/jcp.0000000000001845 · Cited by 11
AlAmer, M., Shdaifat, E. A., Alshowkan, A. A., Gamal-Eldeen, A. M. M., & Jamama, A. (2020) · The Open Nursing Journal · doi:10.2174/1874434602014010029 · Cited by 11
Piko, B. F., Kiss, H., & Wills, T. A. (2021) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-021-00588-x · Cited by 11
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PATIL, A. R. (2023) · Preprints.org · doi:10.20944/preprints202307.0101.v1 · Cited by 11
Wang, Y., Kim, Y. J., kyeong-Ah, M., Park, J., & Jeon, H. (2023) · Physical Therapy Korea · doi:10.12674/ptk.2023.30.3.211 · Cited by 10
Dong, J., Li, Y., Chen, J., Li, Y., & Ji, H. (2023) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-023-01204-w · Cited by 10
Vicente-Gabriel, S., Lugones‐Sánchez, C., Tamayo‐Morales, O., Prieto, A. V., González‐Sánchez, S., Martín, S. C., Gómez‐Sánchez, M., Rodríguez‐Sánchez, E., García‐Ortiz, L., Gómez‐Sánchez, L., et al. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1322437 · Cited by 11
Kaewpradup, T., Tangmongkhonsuk, M., Chusak, C., Siervo, M., & Adisakwattana, S. (2024) · Nutrients · doi:10.3390/nu16060779 · Cited by 11
Stirnberg, J., Margraf, J., Precht, L.-M., & Brailovskaia, J. (2024) · Psychopathology · doi:10.1159/000538263 · Cited by 16
Barzegari, S., Arpacı, İ., Ranjbar, A. Z., Afrooz, E., & Ghazisaeedi, M. (2021) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-021-00666-0 · Cited by 11
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Yang, N., & Yang, X. (2022) · PubMed Central · Cited by 10
Lakhdir, M. P. A., Hameed, A. N., Hasnani, F. B., Angez, M., Nawaz, M. T., Khan, M. M. H., Peerwani, G., Nathwani, A. A., & Azam, S. I. (2022) · INQUIRY The Journal of Health Care Organization Provision and Financing · doi:10.1177/00469580221138671 · Cited by 10
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Metadata
- Authors
- Matar Boumosleh, J., & Jaalouk, D.
- Affiliations
- Notre Dame University – Louaize (LB)
- Venue
- PLOS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2017-08-04
- Volume
- 12
- Issue
- 8
- Pages
- e0182239
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC5544206
- OpenAlex
- W2743889434
- Cited by
- 668
- References
- 21
- Citations by year
- 2026: 50 · 2025: 66 · 2024: 88 · 2023: 103 · 2022: 101 · 2021: 96 · 2020: 92 · 2019: 42 · 2018: 29 · 2017: 1
- FWCI
- 114.87
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Psychology › Clinical Psychology › Sexuality, Behavior, and Technology
- Social Sciences › Education › Child Development and Digital Technology
- Keywords
- smartphone addiction, depression, anxiety, university students, compulsive smartphone use, sleep quality, predictors of addiction, Lebanese university students
- MeSH terms
- Smartphone, Adolescent, Adult, Anxiety Disorders, Cross-Sectional Studies, Depressive Disorder, Female, Humans, Lebanon, Male, Surveys and Questionnaires, Students, Universities, Behavior, Addictive, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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