References
- Alghnam, S., Alrowaily, M., Alkelya, M., Alsaif, A., Almoaiqel, F., & Aldegheishem, A. (2018). The prevalence of seatbelt and mobile phone use among drivers in Riyadh, Saudi Arabia: An observational study. Journal of Safety Research, 66, 33–37. https://doi.org/https://doi.org/10.1016/j.jsr.2018.05.001 PMID:30121109
- American Psychiatric Association. (2013). Conditions for Further Study. In Diagnostic and Statistical Manual of Mental Disorders: DSM-5 (pp. 795-798). American Psychiatric Publishing.
- Arab News. (2017, March 28). Saudi Arabia ranks 3rd globally for smartphone use. Retrieved from https://www.arabnews.com/node/1075126/
- Bian, M., & Leung, L. (2015). Linking loneliness, shyness, smartphone addiction symptoms, and patterns of smartphone use to social capital. Social Science Computer Review, 33(1), 61–79. https://doi.org/https://doi.org/10.1177/0894439314528779
- Billieux, J., Van der Linden, M., & Rochat, L. (2008). The role of impulsivity in actual and problematic use of the mobile phone. Applied Cognitive Psychology, 22(9), 1195–1210. https://doi.org/https://doi.org/10.1002/acp.1429
- Cho, J., Martin, P., Margrett, J., Macdonald, M., & Poon, L. W. (2011). The relationship between physical health and psychological well-being among oldest-old adults. Journal of Aging Research, 2011, 605041. Advance online publication. https://doi.org/https://doi.org/10.4061/2011/605041 PMID:21748008
- Chóliz, M. (2012). Mobile-phone addiction in adolescence: The Test of Mobile Phone Dependence (TMD). Progress in Health Sciences, 2(1), 33–44.
- Chóliz, M., Pinto, L., Phansalkar, S. S., Corr, E., Mujjahid, A., Flores, C., & Barrientos, P. E. (2016). Development of a brief multicultural version of the Test of Mobile Phone Dependence (TMDbrief) questionnaire. Frontiers in Psychology, 7, 650. https://doi.org/https://doi.org/10.3389/fpsyg.2016.00650 PMID:27252663
- Duke, É., & Montag, C. (2017). Smartphone addiction, daily interruptions and self-reported productivity. Addictive Behaviours Reports, 6, 90–95. https://doi.org/https://doi.org/10.1016/j.abrep.2017.07.002 PMID:29450241
- 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/https://doi.org/10.1016/j.jad.2016.08.030 PMID:27736736
- Elhai, J. D., Levine, J. C., Dvorak, R. D., & Hall, B. J. (2016). Fear of missing out, need for touch, anxiety and depression are related to problematic smartphone use. Computers in Human Behaviour, 63, 509–516. https://doi.org/https://doi.org/10.1016/j.chb.2016.05.079
- Elhai, J. D., Levine, J. C., & Hall, B. J. (2019). Problematic smartphone use and mental health problems: Current state of research and future directions. Dusunen Adam: Bakirkoy Ruh Ve Sinir Hastaliklari Hastanesi Yayin Organi, 1(32), 1–3. https://doi.org/https://doi.org/10.14744/DAJPNS.2019.00001
- Enez Darcin, A., Kose, S., Noyan, C. O., Nurmedov, S., Yılmaz, O., & Dilbaz, N. (2016). Smartphone addiction and its relationship with social anxiety and loneliness. Behaviour & Information Technology, 35(7), 520–525. https://doi.org/https://doi.org/10.1080/0144929X.2016.1158319
- Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299. https://doi.org/https://doi.org/10.1037/1082-989X.4.3.272
- Fırat, S., Gül, H., Sertçelik, M., Gül, A., Gürel, Y., & Kılıç, B. G. (2018). The relationship between problematic smartphone use and psychiatric symptoms among adolescents who applied to psychiatry clinics. Psychiatry Research, 270, 97–103. https://doi.org/https://doi.org/10.1016/j.psychres.2018.09.015 PMID:30245382
- Ford, M. T., Cerasoli, C. P., Higgins, J. A., & Decesare, A. L. (2011). Relationships between psychological, physical, and behavioural health and work performance: A review and meta-analysis. Work and Stress, 25(3), 185–204. https://doi.org/https://doi.org/10.1080/02678373.2011.609035
- Fransson, A., Chóliz, M., & Håkansson, A. (2018). Addiction-Like Mobile Phone Behaviour - Validation and Association With Problem Gambling. Frontiers in Psychology, 9(655), 655. Advance online publication. https://doi.org/https://doi.org/10.3389/fpsyg.2018.00655 PMID:29780345
- De-Sola Gutiérrez, J., Rodríguez de Fonseca, F., & Rubio, G. (2016). Cell-phone addiction: A review. Frontiers in Psychiatry, 7(175), 175. Advance online publication. https://doi.org/https://doi.org/10.3389/fpsyt.2016.00175 PMID:27822187
- Güzeller, C. O., & Coşguner, T. (2012). Development of a problematic mobile phone use scale for Turkish adolescents. Cyberpsychology, Behaviour, and Social Networking, 15(4), 205–211. https://doi.org/https://doi.org/10.1089/cyber.2011.0210 PMID:22304426
- Harris, B., Regan, T., Schueler, J., & Fields, S. A. (2020). Problematic mobile phone and smartphone use scales: A systematic review. Frontiers in Psychology, 11(672), 672. Advance online publication. https://doi.org/https://doi.org/10.3389/fpsyg.2020.00672 PMID:32431636
- Haug, S., Castro, R. P., Kwon, M., Filler, A., Kowatsch, T., & Schaub, M. P. (2015). Smartphone use and smartphone addiction among young people in Switzerland. Journal of Behavioural Addictions, 4(4), 299–307. https://doi.org/https://doi.org/10.1556/2006.4.2015.037 PMID:26690625
- Horwood, S., & Anglim, J. (2019). Problematic smartphone usage and subjective and psychological well-being. Computers in Human Behaviour, 97, 44–50. https://doi.org/https://doi.org/10.1016/j.chb.2019.02.028
- Jiang, Z., & Shi, M. (2016). Prevalence and co-occurrence of compulsive buying, problematic Internet and mobile phone use in college students in Yantai, China: Relevance of self-traits. BMC Public Health, 16(1): 1211. https://doi.org/https://doi.org/10.1186/s12889-016-3884-1 PMID:27905905
- Kim, H. J., Min, J. Y., Kim, H. J., & Min, K. B. (2017). Accident risk associated with smartphone addiction: A study on university students in Korea. Journal of Behavioural Addictions, 6(4), 699–707. https://doi.org/https://doi.org/10.1556/2006.6.2017.070 PMID:29099234
- Kuss, D. J., Kanjo, E., Crook-Rumsey, M., Kibowski, F., Wang, G. Y., & Sumich, A. (2018). Problematic mobile phone use and addiction across generations: The roles of psychopathological symptoms and smartphone use. Journal of Technology in Behavioural Science, 3(3), 141–149. https://doi.org/https://doi.org/10.1007/s41347-017-0041-3 PMID:30238057
- Kwon, M., Kim, D.-J., Cho, H., & Yang, S. (2013a). The smartphone addiction scale: Development and validation of a short version for adolescents. PLoS One, 8(12), e83558. https://doi.org/https://doi.org/10.1371/journal.pone.0083558 PMID:24391787
- Kwon, M., Lee, J. Y., Won, W. Y., Park, J. W., Min, J. A., Hahn, C., Gu, X., Choi, J. H., & Kim, D. J. (2013b). Development and validation of a smartphone addiction scale (SAS). PLoS One, 8(2), e56936. https://doi.org/https://doi.org/10.1371/journal.pone.0056936 PMID:23468893
- Lopez-Fernandez, O., Kuss, D. J., Romo, L., Morvan, Y., Kern, L., Graziani, P., Rousseau, A., Rumpf, H. J., Bischof, A., Gässler, A. K., Schimmenti, A., Passanisi, A., Männikkö, N., Kääriänen, M., Demetrovics, Z., Király, O., Chóliz, M., Zacarés, J. J., Serra, E., … Billieux, J. (2017). Self-reported dependence on mobile phones in young adults: A European cross-cultural empirical survey. Journal of Behavioural Addictions, 6(2), 168–177. https://doi.org/https://doi.org/10.1556/2006.6.2017.020 PMID:28425777
- Mahmud, I., Clarke, L., Nahar, N., & Ploubidis, G. B. (2018). Factorial structure of the locomotor disability scale in a sample of adults with mobility impairments in Bangladesh. Health and Quality of Life Outcomes, 16(1), 81. https://doi.org/https://doi.org/10.1186/s12955-018-0903-1 PMID:29716595
- Merlo, L. J., Stone, A. M., & Bibbey, A. (2013). Measuring problematic mobile phone use: Development and preliminary psychometric properties of the PUMP scale. Journal of Addiction, 2013, 912807. Advance online publication. https://doi.org/https://doi.org/10.1155/2013/912807 PMID:24826371
- Ministry of Communications & Information Technology. (2020). Saudi Arabia has the highest users of mobile phones. Retrieved from https://www.mcit.gov.sa/en/media-center/news/91510
- O’Dea, S. (2021). Smartphone users worldwide 2016-2021. Retrieved from https://www.statista.com/statistics/330695/number-of-smartphone-users-worldwide/
- Ohrnberger, J., Fichera, E., & Sutton, M. (2017). The relationship between physical and mental health: A mediation analysis. Social Science & Medicine, 195, 42–49. https://doi.org/https://doi.org/10.1016/j.socscimed.2017.11.008 PMID:29132081
- Petry, N. M., Rehbein, F., Ko, C. H., & O’Brien, C. P. (2015). Internet gaming disorder in the DSM-5. Current Psychiatry Reports, 17(9), 72. https://doi.org/https://doi.org/10.1007/s11920-015-0610-0 PMID:26216590
- Samaha, M., & Hawi, N. S. (2016). Relationships among smartphone addiction, stress, academic performance, and satisfaction with life. Computers in Human Behaviour, 57, 321–325. https://doi.org/https://doi.org/10.1016/j.chb.2015.12.045
- Simó-Sanz, C., Ballestar-Tarín, M. L., & Martínez-Sabater, A. (2018). Smartphone Addiction Inventory (SPAI): Translation, adaptation and validation of the tool in Spanish adult population. PLoS One, 13(10), e0205389. https://doi.org/https://doi.org/10.1371/journal.pone.0205389 PMID:30332481
- Verga, L., & Kotz, S. A. (2017). Help me if I can’t: Social interaction effects in adult contextual word learning. Cognition, 168, 76–90. https://doi.org/https://doi.org/10.1016/j.cognition.2017.06.018 PMID:28658646
- Volkmer, S. A., & Lermer, E. (2019). Unhappy and addicted to your phone? Higher mobile phone use is associated with lower well-being. Computers in Human Behaviour, 93, 210–218. https://doi.org/https://doi.org/10.1016/j.chb.2018.12.015
- Wang, C., Lee, M. K. O., Yang, C., & Li, X. (2016). Understanding Problematic Smartphone Use and Its Characteristics: A Perspective on Behavioural Addiction. In D. Vogel, X. Guo, H. Linger, C. Barry, M. Lang, & C. Schneider (Eds.), Transforming Healthcare Through Information Systems. Lecture Notes in Information Systems and Organisation (Vol. 17, pp. 215–225). Springer, Cham. https://doi.org/https://doi.org/10.1007/978-3-319-30133-4_15
- Wang, J., Wang, H., Gaskin, J., & Wang, L. (2015). The role of stress and motivation in problematic smartphone use among college students. Computers in Human Behaviour, 53, 181–188. https://doi.org/https://doi.org/10.1016/j.chb.2015.07.005
- Wolniewicz, C. A., Tiamiyu, M. F., Weeks, J. W., & Elhai, J. D. (2018). Problematic smartphone use and relations with negative affect, fear of missing out, and fear of negative and positive evaluation. Psychiatry Research, 262, 618–623. https://doi.org/https://doi.org/10.1016/j.psychres.2017.09.058 PMID:28982630
- Yong, A. G., & Pearce, S. (2013). A beginner’s guide to factor analysis: Focusing on exploratory factor analysis. Tutorials in Quantitative Methods for Psychology, 9(2), 79–94. https://doi.org/https://doi.org/10.20982/tqmp.09.2.p079