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Depression, anxiety, and smartphone addiction in university students- A cross sectional study
Open accessAbstract
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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Wu, H. T., Li, J., & Tsurumi, A. (2024) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-023-00688-7 · Cited by 9
Nguyen, B. T. N., Nguyen, N. P. H., Le, H. D., & Nguyễn, L. T. (2024) · International Journal of Mental Health · doi:10.1080/00207411.2024.2418621 · Cited by 10
Hung, M.-T., Hung, L., Zhou, Q., & Huang, Z. (2025) · BMC Psychology · doi:10.1186/s40359-025-03107-y · Cited by 9
The Brain in the Age of Smartphones and the Internet: The Possible Protective Role of Sport
Coco, L., Balla, J., Noto, L., Perciavalle, V., Buscemi, A., Corrado, D. D., & Coco, M. (2025) · Brain Sciences · doi:10.3390/brainsci15070733 · Cited by 9
Problematic mobile phone use. Review of literature
Demkow, M., & Jakubczyk, A. (2019) · Alcoholism and Drug Addiction · doi:10.5114/ain.2019.91003 · Cited by 9
Smartphones and academic performance: evidence from India
Ammunje, R. N., Mahesh Prabhu, H., & Barkur, G. (2022) · Interactive Technology and Smart Education · doi:10.1108/itse-11-2021-0204 · Cited by 9
Subjective Smartphone Screen Time and Co-morbid Mental Illness
Noel, J. K., Jacob, S., Wensley, I. A., & Rosenthal, S. R. (2022) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-022-00276-0 · Cited by 9
Tu, Z., He, J., Wang, Z., Wang, C., Tian, J., & Tang, Y. (2023) · Quality of Life Research · doi:10.1007/s11136-023-03457-3 · Cited by 11
Maiseptian, F., Rosdialena, R., & Dewita, E. (2021) · Kafa`ah Journal of Gender Studies · doi:10.15548/jk.v11i1.376 · Cited by 10
Introducing Copula as a Novel Statistical Method in Psychological Analysis
Dehghani, E., Ranjbar, S. H., Atashafrooz, M., Negarestani, H., Mosavi, A. H., & Kovács, L. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18157972 · Cited by 13
Toward a Theory of Digital Mindfulness: A Case of Smartphone-Based Self-monitoring
Abhari, K., Klase, M., Koobchehr, F., Olivares, F., Pesavento, M., Sosa, L., & Vaghefi, I. (2021) · Lecture notes in computer science · doi:10.1007/978-3-030-77750-0_35 · Cited by 9
Stress and depression in university health students
Bresolin, J. Z., Dalmolin, G. D. L., Vasconcellos, S. J. L., Andolhe, R., Morais, B. X., & Lanes, T. C. (2022) · Rev Rene · doi:10.15253/2175-6783.20222371879 · Cited by 9
Indrakusuma, A. A. B. P., Sayoga, I. M. A., Surya, S. C., Indrayani, A. W., & Artini, I. G. A. (2021) · Open Access Macedonian Journal of Medical Sciences · doi:10.3889/oamjms.2021.7064 · Cited by 9
Does smartphone addiction affect social interaction: a study among dental students in Hyderabad
Nanamadri, N. K., Doshi, D., Kulkarni, S., Reddy, M. P., Srilatha, A., & Satyanarayana, D. (2019) · International Journal of Adolescent Medicine and Health · doi:10.1515/ijamh-2018-0291 · Cited by 9
Smartphone Use and Academic Performance: A Literature ReviewPreprint
Amez, S., & Baert, S. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.3483961 · Cited by 9
Kamruzzaman, M., Hossain, A., Islam, M. A., Ahmed, S., & Kabir, E. (2022) · Research Square · doi:10.21203/rs.3.rs-1530510/v1 · Cited by 9
Hu, Z., Li, X., & Xiang, Y. (2023) · Journal of Aggression Maltreatment & Trauma · doi:10.1080/10926771.2023.2290719 · Cited by 8
Cai, J. C., Wang, Y., Wang, C., Deng, Z.-Y., Mu, Y.-F., Deng, A.-P., Song, H.-J., Huang, Y., Fang, D.-Z., Liu, G.-L., et al. (2025) · BMC Psychiatry · doi:10.1186/s12888-025-06588-8 · Cited by 8
Arbués, E. R., Echániz-Serrano, E., Granada-López, J. M., Satústegui-Dordá, P. J., Fernández‐Rodrigo, M. T., & Sagarra‐Romero, L. (2025) · Scientific Reports · doi:10.1038/s41598-025-28829-2 · Cited by 9
Lestari, R., & Astuti, B. (2021) · Jurnal Kajian Bimbingan dan Konseling · doi:10.17977/um001v6i32021p096-104 · Cited by 8
Smartphone Addiction and Sleep Quality in Adolescents
Parlak, M. E., Öz, E., Ozbey, M. Y., & Kapıcı, Y. (2023) · Medical Science and Discovery · doi:10.36472/msd.v10i1.864 · Cited by 8
Şimşek, O. M., Kaya, A. B., Çevık, O., & Koçak, O. (2023) · Current Psychology · doi:10.1007/s12144-023-04362-1 · Cited by 8
AlSaif, H. I., Alhozaimi, Z., Alrashed, A. S., Alanazi, K. S., Alshibani, M. G., Almigbal, T. H., Alsaad, S. M., Alrasheed, A. A., & Alosaimi, F. D. (2023) · Medicina · doi:10.3390/medicina59081501 · Cited by 8
Zhao, J., Wang, X., Xu, S., Yan, W., Wang, J., Wang, E., Liu, T., & Hao, M. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1293445 · Cited by 8
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Paik, S.-H., & Kim, D. (2019) · Advances in experimental medicine and biology · doi:10.1007/978-981-32-9721-0_13 · Cited by 8
Sociodemographic factors influencing smartphone addiction in university students
Díaz, I. A., Torres, J. M. T., Alonso-García, S., & Jiménez, C. R. (2019) · Research in Social Sciences and Technology · doi:10.46303/ressat.04.02.10 · Cited by 9
„Smartphone addiction”: Fakt oder Fiktion?
Wolf, N. D., & Wolf, R. C. (2020) · Nervenheilkunde · doi:10.1055/a-1191-9747 · Cited by 9
Abdullah, R. Y., Galary, K. M., & Majid, R. A. (2020) · Polytechnic Journal · doi:10.25156/ptj.v10n2y2020.pp60-65 · Cited by 8
Johnson, A. R., Sridhar, P. R., & Joseph, M. (2022) · Journal of Indian Association for Child and Adolescent Mental Health · doi:10.1177/09731342221096481 · Cited by 8
Late-night smartphone usage and job performance: unlocking the missing links
Nauman, S., Zheng, C. S.-M., Ali, A., & Bhatti, H. Y. (2022) · Behaviour and Information Technology · doi:10.1080/0144929x.2022.2094831 · Cited by 8
Abo-Ali, E. A., Al-Ghanmi, A., Hadad, H., Etaiwi, J., Bhutta, K., Hadad, N., Almilaibary, A., Ghareeb, W. A., Sanad, A., & Zaytoun, S. (2022) · Journal of Prevention · doi:10.1007/s10935-022-00692-1 · Cited by 8
Alabdallat, Y., Albakri, K., Hanaqtah, B. M., Al-Dajani, M. H., Saleh, O. M., & Harvey, H. (2023) · Jordan Medical Journal · doi:10.35516/jmj.v57i1.1102 · Cited by 8
Work conflict: Another trigger to smartphone addiction of individuals with high rumination?
Sun, Y., Cai, X., & Nie, T. (2023) · PLoS ONE · doi:10.1371/journal.pone.0287669 · Cited by 11
Sarhan, A. L. (2024) · Palestinian medical and pharmaceutical journal/Palestinian medical & pharmaceutical journal · doi:10.59049/2790-0231.1097 · Cited by 8
R., S. K. D., & Debata, I. (2018) · International Journal of Community Medicine and Public Health · doi:10.18203/2394-6040.ijcmph20182153 · Cited by 8
Sojević, M., Pećanac, D., & Latas, M. B. (2018) · Medicinski podmladak · doi:10.5937/mp69-17929 · Cited by 10
Torkian, S., Shahesmaeili, A., Malekmohammadi, N., & Khosravi, V. (2020) · international journal high risk behaviors & addiction · doi:10.5812/ijhrba.92353 · Cited by 8
Pro-environmental behavior and smartphone uses of on-campus engineering students in Xi’an, China
Qiang, T., Gao, H., & Ma, X. (2021) · PLoS ONE · doi:10.1371/journal.pone.0259542 · Cited by 8
Sui, W., Sui, A., Munn, J. S., & Irwin, J. D. (2022) · Journal of American College Health · doi:10.1080/07448481.2022.2087473 · Cited by 10
Dong, J., Li, Y., Qu, Y., Xu, C., & Ji, H. (2024) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-024-01295-z · Cited by 7
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Morilla, J. L., Vieira, G. C., Dantas, C. N., Cassago, R. M., Pucci, S. H. M., & Gobbi, D. R. (2020) · Revista de Saúde Coletiva da UEFS · doi:10.13102/rscdauefs.v10i1.6153 · Cited by 10
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Islambouli, R., Ingram, S., & Gillet, D. (2024) · IEEE International Conference on Healthcare Informatics (ICHI) · doi:10.1109/ichi61247.2024.00061 · Cited by 8
Paudel, K., Shah, S., Khanal, P., Bhattarai, M., Gautam, K., Bhusal, S., Bhandari, P., Pandey, A., Niroula, S., Adhikari, T. B., et al. (2024) · Discover Psychology · doi:10.1007/s44202-024-00246-y · Cited by 7
Smartphone Addiction and Sleep Quality Associated with Depression in University Students in Japan
Ezoe, S., Iida, T., Inoue, K., & Toda, M. (2019) · International Journal of Cyber Behavior Psychology and Learning · doi:10.4018/ijcbpl.2019100102 · Cited by 7
An analysis of smartphone addiction among MBBS students
Krishnan, B. G., Bhalerao, M. M., Mokal, S. J., & Latti, R. G. (2020) · Indian Journal of Clinical Anatomy and Physiology · doi:10.18231/j.ijcap.2020.001 · Cited by 7
Sui, A., Sui, W., & Irwin, J. D. (2020) · Journal of American College Health · doi:10.1080/07448481.2020.1800712 · Cited by 7
Assessment of Smartphone Addiction among adolescents in a University
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Vashe, A., Sekaran, V. C., Chandnani, D. G., Batcha, N. A. B. A., Moganadass, K., & Saghadevan, S. (2022) · Journal of Turkish Science Education · doi:10.36681/tused.2022.170 · Cited by 7
Intervention of Smartphone Addiction
Shen, L., & Su, A. (2019) · Advances in psychology, mental health, and behavioral studies (APMHBS) book series · doi:10.4018/978-1-5225-8449-0.ch010 · Cited by 7
Al-Jenaibi, B. N., & Almansouri, A. A. (2020) · International Journal of e-Collaboration · doi:10.4018/ijec.2020040106 · Cited by 7
Anosike, C., Ogbu, M.-E. A., Ugochukwu, E. J., Osefo, R. C., & Nwaji, J. C. (2024) · The Journal of Mental Health Training Education and Practice · doi:10.1108/jmhtep-12-2023-0106 · Cited by 7
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Wong, B. Y., Yeo, K. J., & Lee, S.-H. (2024) · SAGE Open · doi:10.1177/21582440241271286 · Cited by 6
Adawiyah, R., Azizan, A., Sahar, A., & Herawati, I. (2023) · Asian Journal of University Education · doi:10.24191/ajue.v19i2.22228 · Cited by 6
Mun, I. B. (2024) · Internet Research · doi:10.1108/intr-02-2023-0110 · Cited by 6
Joshi, S. C. (2023) · Psychology Research and Practice · doi:10.37155/2972-3086-0202-5 · Cited by 6
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Gavcar, E. G., Büber, A., & Şenol, H. (2024) · Bulletin of the Menninger Clinic · doi:10.1521/bumc.2024.88.4.336 · Cited by 6
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Universitas Garut, I., Nurhadi, Z. F., Marlina, N. C., Universitas Garut, I., Firdaus, M. T., & Universitas Garut, I. (2020) · Jurnal Komunikasi Malaysian Journal of Communication · doi:10.17576/jkmjc-2020-3604-02 · Cited by 6
Pandya, C. N., Christian, D. S., & Patel, M. M. (2021) · Journal of Evidence Based Medicine and Healthcare · doi:10.18410/jebmh/2021/96 · Cited by 7
Othman, M. K., & Amin, M. Y. B. M. (2022) · International Journal of Public Health Science (IJPHS) · doi:10.11591/ijphs.v11i1.21240 · Cited by 6
Tang, Z., Xiang, H., Geng, Y., Liao, X., Zhang, M., & Zhang, T. (2023) · Nursing and Health Sciences · doi:10.1111/nhs.13059 · Cited by 6
YÜCEL, E. E., & Ünsalver, B. Ö. (2019) · The European Research Journal · doi:10.18621/eurj.538377 · Cited by 6
Honda, H., Yoshikawa, K., Yamashina, Y., Yamato, Y., Terada, S., & Goto, M. (2020) · Journal of Physical Therapy Science · doi:10.1589/jpts.32.591 · Cited by 6
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(2019) · doi:10.23937/ijda-2017 · Cited by 6
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Goto, Y., Krieger, J., Won, M., & Lee, Y.-A. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1753662 · Cited by 5
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Lee, J., Kim, J., & Cheung, H. S. (2025) · Social Work in Public Health · doi:10.1080/19371918.2025.2486973 · Cited by 5
Wazulin, L., Jamin, M., Andone, I., Błaszkiewicz, K., Reinhard, I., Eibes, M., Wolf, R. C., Kasem, Q., Markowetz, A., Leménager, T., et al. (2025) · Computers in Human Behavior · doi:10.1016/j.chb.2025.108766 · Cited by 5
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Vaghela, M., Sasidhar, K., Parikh, A., & Wagani, R. (2022) · SN Computer Science · doi:10.1007/s42979-022-01221-x · Cited by 5
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Mun, I. B., & Lee, S. (2023) · The Social Science Journal · doi:10.1080/03623319.2023.2165229 · Cited by 5
Swain, A., Sahoo, P., Debata, I., & Mishra, K. (2024) · Journal of Integrative Medicine and Research · doi:10.4103/jimr.jimr_8_24 · Cited by 5
Gyorda, J. A., Lekkas, D., & Jacobson, N. C. (2024) · Digital Biomarkers · doi:10.1159/000540546 · Cited by 5
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Sánchez‐Villena, A. R., Farfán, E., Fuente-Figuerola, V. D. L., & Chávez-Ravines, D. (2022) · Acta Colombiana de Psicología · doi:10.14718/acp.2022.25.2.10 · Cited by 13
Guo, F., Ren, Z., Li, L., Wang, X., & Wenbo, C. (2023) · Work · doi:10.3233/wor-220596 · Cited by 5
Omran, E. S., Baltork, M. A., Shomami, M. A., & Keshavarz, K. (2018) · Journal of Education and Community Health · doi:10.21859/jech.5.1.13 · Cited by 5
Mahrooqi, A. M. A., Agbari, T. A. A., & Shidhani, A. S. A. (2020) · International Journal of Research in Medical Sciences · doi:10.18203/2320-6012.ijrms20201937 · Cited by 5
Pebriani, S. H., & Marleni, L. (2020) · Jurnal Keperawatan · doi:10.22219/jk.v11i2.12153 · Cited by 6
Dobija, L., Lechauve, J.-B., Mbony-Irankunda, D., Plan-Paquet, A., Dupeyron, A., & Coudeyre, E. (2022) · F1000Research · doi:10.12688/f1000research.123331.1 · Cited by 5
Alageel, A. A. S., Alyahya, R. A., Bahatheq, Y., Alzunaydi, N., Alghamdi, R. A., Alrahili, N. M., McIntyre, R. S., & Iacobucci, M. (2020) · Research Square · doi:10.21203/rs.3.rs-113781/v1 · Cited by 5
Horwood, S., & Anglim, J. (2018) · doi:10.31234/osf.io/rp4c5 · Cited by 5
Guzmán Cortés, J. A., Sánchez-Betancourt, J. T., Meneses López, N., Feliciano Hernández, V., & Ruiz Reyes, V. (2022) · Interdisciplinaria. Revista de Psicología y Ciencias Afines · doi:10.16888/interd.2022.39.2.2 · Cited by 4
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Lam, C. B., & Chung, K. K. H. (2024) · Mindfulness · doi:10.1007/s12671-024-02473-9 · Cited by 4
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Kartol, A., & Üztemur, S. (2025) · British Journal of Guidance and Counselling · doi:10.1080/03069885.2024.2436030 · Cited by 4
Al-Khadher, M. A., Bakhiet, S. F. A., Albursan, I. S., Qudah, M. F. A., AL-Qadri, A. H., Abunagma, I., Alasali, H. H., & Shuying, S. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105448 · Cited by 4
Lei, H., Zhang, Z., Wang, Y., Wang, X., Yang, Z., & Zhang, C. (2025) · Journal of Youth and Adolescence · doi:10.1007/s10964-025-02253-1 · Cited by 4
Jasper, L., Bischoff, H., & Eichenberg, C. (2026) · BMC Psychiatry · doi:10.1186/s12888-026-07776-w · Cited by 5
Kong, H., Wang, X., Fang, H., & Xu-ming, S. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1704618 · Cited by 4
Donaldson, S. I., Strong, D. R., & Zhu, S. (2021) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2021.100091 · Cited by 5
Lee, J., Won, S., Chang, S. M., Kim, B., & Lee, S. J. (2023) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2023.03.004 · Cited by 4
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.2023.36110.0 · Cited by 4
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Spitzer, M. (2018) · Nervenheilkunde · doi:10.1055/s-0038-1631165 · Cited by 4
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Bloukh, S. I., Edis, Z., Islam, M. W., Gacem, S. A., Saeed, L., & Sultan, A. (2019) · International Research Journal of Pharmacy · doi:10.7897/2230-8407.1005156 · Cited by 4
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
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