FROM INSOMNIA TO EXHAUSTION: REPERCUSSIONS OF PERVASIVE INTERNET USE ON SLEEP QUALITY AND SOCIAL MEDIA FATIGUE

Li-Wei Wei, Chuan-Chi Chang, Penpisut Sikakaew, Kanokphan Thamsatitsuk, Xichang Huang, Napawan Jaisook, Manhua Li, Fei Zhao, Xiongling Chen, Lu Zhang, Chaoqiao Yang, Lingfen Mo

Abstract


The study investigates the complex dynamics among these variables within a cohort of 894 Chinese undergraduates, comprising 46.7% males and 53.3% females, spanning various academic levels. Employing robust measurement tools, including the Compulsive Internet Use Scale (CIUS), Sleep Quality Scale (SQS), and Social Media Fatigue Scale (SMFS), the research delineates significant findings. The descriptive analysis reveals elevated levels of compulsive internet use, which is positively correlated with sleep quality (r=.316, p<.01) and moderately with social media fatigue (r=.217, p<.01). Cross tabulation analysis uncovers gender disparities, with males exhibiting higher compulsive internet use but marginally better sleep quality, while social media fatigue remains relatively balanced across genders. Furthermore, a progression is noted across academic levels, with seniors displaying the highest compulsive internet use and social media fatigue, coupled with a slight decline in sleep quality. Linear regression analyses underscore the predictive significance of compulsive internet use on both sleep quality (R²=.662) and social media fatigue (R²=.463), highlighting the intricate bidirectional influences. This study contributes nuanced insights into the dual impacts of digital media consumption, emphasizing the necessity for gender-specific and academic level-targeted interventions to mitigate adverse outcomes. The overarching aim is to foster a deeper understanding of these dynamics to inform the development of effective strategies for managing digital consumption, thereby promoting healthier living in our increasingly connected world.

 

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pervasive internet use; sleep quality; social media fatigue, Chinese undergraduates

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References


Aboujaoude, E., Kuss, D. J., Yao, M. Z., & Leung, L. W. (2022). Online psychology beyond addiction and gaming: A global look at mental health and internet-related technologies. Frontiers Media SA. https://doi.org/10.3389%2Ffpsyg.2021.815013

Afsar, B. (2013). The relation between internet and social media use and the demographic and clinical parameters, quality of life, depression, cognitive function and sleep quality in hemodialysis patients. General Hospital Psychiatry, 35(6), 625-630. https://doi.org/10.1016/j.genhosppsych.2013.05.001

Ahmed, S., & Rasul, M. E. (2022). Social media news use and COVID-19 misinformation engagement: Survey study. Journal of Medical Internet Research, 24(9), e38944. https://doi.org/10.2196/38944

Al-Busaidi, A. S., Dauletova, V., & Al-Wahaibi, I. (2022). The role of excessive social media content generation, attention seeking, and individual differences on the fear of missing out: A multiple mediation model. Behaviour & Information Technology, 42(9), 1389-1409. https://doi.org/10.1080/0144929x.2022.2075791

Alexandrakis, D. (2019). Factors related to computer and internet use during the third age: Results from an empirical research in Greece. Gerontechnology, 18(1), 47-58. https://doi.org/10.4017/gt.2019.18.1.005.00

Alfasi, Y. (2022). Attachment style and social media fatigue: The role of usage-related stressors, self-esteem, and self-concept clarity. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 16(2). https://doi.org/10.5817/cp2022-2-2

Alghannami, A., Alrashed, A., Alshehri, R., Alotaibi, S., Alharbi, M., Mukaddem, A., & Agha, S. (2021). The sleep pattern of medical students: Examining the impact of excessive internet use. International Journal of Medicine in Developing Countries, 1225-1231. https://doi.org/10.24911/ijmdc.51-1618422863

Almeida, F., Pires, L., Bettencourt, C., Marques, I., & Gomes, A. (2022). Social media at night and sleep quality: The relevance of FOMO, cognitive pre-sleep arousal and maladaptive cognitive emotion regulation. Sleep Medicine, 100, S303. https://doi.org/10.1016/j.sleep.2022.05.819

Alonzo, R., Hussain, J., Stranges, S., & Anderson, K. K. (2021). Interplay between social media use, sleep quality, and mental health in youth: A systematic review. Sleep Medicine Reviews, 56, 101414. https://doi.org/10.1016/j.smrv.2020.101414

Al-Shareef, S. M. (2022). The impact of bedtime technology use on sleep quality and excessive daytime sleepiness in adults. Sleep Science, 15(S 02), 318-327. https://doi.org/10.5935/1984-0063.20200128

Åslund, L., Lekander, M., Wicksell, R. K., Henje, E., & Jernelöv, S. (2020). Cognitive-behavioral therapy for insomnia in adolescents with comorbid psychiatric disorders: A clinical pilot study. Clinical Child Psychology and Psychiatry, 25(4), 958-971. https://doi.org/10.1177/1359104520929376

Asiri, A. K., Almetrek, M. A., Alsamghan, A. S., Mustafa, O., & Alshehri, S. F. (2018). Impact of Twitter and WhatsApp on sleep quality among medical students in King Khalid University, Saudi Arabia. Sleep and Hypnosis - International Journal, 247-252. https://doi.org/10.5350/sleep.hypn.2018.20.0158

Barnes, K. (2023). The worldwide antimalarial resistance network’s efforts to “level the playing fields” for data sharing by researchers in malaria-endemic countries. The Global Health Network Conference Proceedings 2022. https://doi.org/10.21428/3d48c34a.44067f31

Bassam A., Youzbaky.A., & Duraid-Hanna,R. (2022). The effect of information overload, and social media fatigue on online consumers purchasing decisions: The mediating role of Technostress and information anxiety. Journal of System and Management Sciences. https://doi.org/10.33168/jsms.2022.0209

Benasi, G., Malik, A., Cheng, B., Aggarwal, B., Shechter, A., & St-Onge, M. (2022). Well-being therapy as adjunctive to sleep hygiene improves sleep and well-being in adults with poor sleep and distress during the COVID-19 pandemic: A pilot randomized controlled study. Sleep Medicine, 100, S101. https://doi.org/10.1016/j.sleep.2022.05.281

Bongelli, R., Fermani, A., Raccanello, D., Hall, R., Riccioni, I., Muzi, M., & Burro, R. (2023). The changed life: How COVID-19 affected people's psychological well-being, feelings, thoughts, behavior, relations, language and communication. Frontiers Media SA.

Brainerd, C. J. (1983). Working-memory systems and cognitive development. Springer Series in Cognitive Development, 167-236. https://doi.org/10.1007/978-1-4613-9490-7_4

Bright, L. F., Logan, K., & Lim, H. S. (2022). Social media fatigue and privacy: An exploration of antecedents to consumers’ concerns regarding the security of their personal information on social media platforms. Journal of Interactive Advertising, 22(2), 125-140. https://doi.org/10.1080/15252019.2022.2051097

Çağlar, S., Tokur Kesgin, M., & Ak, B. (2019). Adolescents’ sleep habits, internet use and changing sleep-wake schedule. Süleyman Demirel Üniversitesi Sağlık Bilimleri Dergisi, 10(2), 120-128. https://doi.org/10.22312/sdusbed.485485

Camilleri, M. A. (2017). Unlocking corporate social responsibility communication through digital media. Communicating Corporate Social Responsibility in the Digital Era, 17-34. https://doi.org/10.4324/9781315577234-2

Čapková, K., Vaculík, M., Ellis, J., & Šipula, M. (2018). The impact of pre-sleep arousal state and strategy to control unwanted thoughts on sleep quality. Anxiety, Stress, & Coping, 31(3), 338-347. https://doi.org/10.1080/10615806.2017.1421843

Chen, B., Zhang, Q., Sun, X., & Yao, L. (2022). Do users with social media fatigue really escape? A meta-analysis on the association between social media fatigue and multidimensional social media use. https://doi.org/10.37766/inplasy2022.3.0147

Clair-Thompson, H. S. (2013). Working memory: Developmental differences, component processes and improvement mechanisms.

Downing, M. J., Antebi, N., & Schrimshaw, E. W. (2014). Compulsive use of internet-based sexually explicit media: Adaptation and validation of the compulsive internet use scale (CIUS). Addictive Behaviors, 39(6), 1126-1130. https://doi.org/10.1016/j.addbeh.2014.03.007

Drouin, M., & Miller, D. A. (2016). Online erotica usage as a mediator between internet addiction and engagement in risky online sexual behaviors. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 10(3). https://doi.org/10.5817/cp2016-3-2

Elmotayam, A., Nasr, H. M., Fahmy, A. A., & Abdelftah, A. G. (2023). The effect of excessive use of smart phones on quality of sleep in multiple sclerosis patients. Multiple Sclerosis and Related Disorders, 80, 105276. https://doi.org/10.1016/j.msard.2023.105276

Elsaied, M. (2021). Exploitative leadership and organizational cynicism: The mediating role of emotional exhaustion. Leadership & Organization Development Journal, 43(1), 25-38. https://doi.org/10.1108/lodj-02-2021-0069

Et., H. K. (2021). Impact of problematic Facebook use, loneliness, and poor sleep quality on mental health. International Journal of Advanced and Applied Sciences, 8(9), 112-118. https://doi.org/10.21833/ijaas.2021.09.015

Et., H. K. (2018). The social correlates of anxiety among university students. NICE Research Journal, 80-89. https://doi.org/10.51239/nrjss.v0i0.67

Exelmans, L., & Scott, H. (2019). Social media use and sleep quality among adults: The role of gender, age and social media checking habit. https://doi.org/10.31234/osf.io/eqxdh

Fang, L., & Ha, L. (2015). Do college students benefit from their social media experience? Advances in Human and Social Aspects of Technology, 259-278. https://doi.org/10.4018/978-1-4666-8450-8.ch013

Frude, N. (2019). Technological unemployment and psychological well-being—Curse or benefit? Education and Technological Unemployment, 95-113. https://doi.org/10.1007/978-981-13-6225-5_7

Fu, S., Li, H., Liu, Y., Pirkkalainen, H., & Salo, M. (2020). Social media overload, exhaustion, and use discontinuance: Examining the effects of information overload, system feature overload, and social overload. Information Processing & Management, 57(6), 102307. https://doi.org/10.1016/j.ipm.2020.102307

Goldberg I. (1995). IAD, in Cinti M. E.(a cura di) Internet Addiction Disorder un fenomeno sociale in espansione (pp.6-7). http://www.iucf.indiana.edu/brown /hypla/addict.html

Gonçalves, S. P., Santos, J. V., Figueiredo-Ferraz, H., Gil-Monte, P. R., & Carlotto, M. S. (2022). Occupational health psychology: From burnout to well-being at work. Frontiers Media SA.

Gracia, P. (2021). Book review: The digital disconnect: The social causes and consequences of digital inequalities. New Media & Society, 24(1), 250-251. https://doi.org/10.1177/14614448211062159

Guclu, Y., Guclu, O. A., & Demirci, H. (2024). Relationships between internet addiction, smartphone addiction, sleep quality, and academic performance among high-school students. Revista da Associação Médica Brasileira, 70(3). https://doi.org/10.1590/1806-9282.20230868

Günlü, A., & Ceyhan, A. A. (2017). Investigating adolescents’ behaviors on the internet and problematic internet usage. Addicta: The Turkish Journal on Addictions, 4(1). https://doi.org/10.15805/addicta.2017.4.1.0016

Han, S., & Lee, D. H. (2021). Children’ stress, depression, sleep, and internet use. International Journal of Psychology and Educational Studies, 8(4), 246-253. https://doi.org/10.52380/ijpes.2021.8.4.671

Han, X., Zhou, E., & Liu, D. (2024). Electronic media use and sleep quality: Updated systematic review and meta-analysis. Journal of Medical Internet Research, 26, e48356. https://doi.org/10.2196/48356

Herlache, A. D., Lang, K. M., & Krizan, Z. (2018). Withdrawn and wired: Problematic internet use accounts for the link of neurotic withdrawal to sleep disturbances. Sleep Science, 11(02), 69-73. https://doi.org/10.5935/1984-0063.20180015

Hicks, K., & Engle, R. W. (2019). Cognitive perspectives of working memory training. Cognitive and Working Memory Training, 3-13. https://doi.org/10.1093/oso/9780199974467.003.0001

How digital technologies affect adolescent psychological well-being and mental health – Dr. Amy Orben. (2021). https://doi.org/10.13056/acamh.15469

Hsu, J. S., Chiu, C., Chang-Chien, Y., & Tang, K. (2023). How social media fatigue feigning and altering emotion discourage the use of social media. Internet Research. https://doi.org/10.1108/intr-06-2022-0390

Jia, J. (2023). The connection between undergraduates' academic self-efficacy, anxiety, and sleep quality. Lecture Notes in Education Psychology and Public Media, 13(1), 289-295. https://doi.org/10.54254/2753-7048/13/20230916

Jiang, M., Zhao, Y., Wang, Y., Wang, J., Ai, D., Yao, Y., & Jin, Y. (2019). The status of college students' sleep quality and its relationship with internet addiction, anxiety and depression. https://doi.org/10.21203/rs.2.16245/v1

Jiang, S. (2022). The roles of worry, social media information overload, and social media fatigue in hindering health fact-checking. Social Media + Society, 8(3), 205630512211130. https://doi.org/10.1177/20563051221113070

Jolin, E., & Weller, R. (2020). Problematic internet use (PIU) and self-injurious behavior (SIB) in adolescents. Biological Psychiatry, 87(9), S434. https://doi.org/10.1016/j.biopsych.2020.02.1106

Joseph, J. J., & Florea, D. (2022). Clinical topics in social media. Research Anthology on Usage, Identity, and Impact of Social Media on Society and Culture, 119-139. https://doi.org/10.4018/978-1-6684-6307-9.ch008

Jung, T. H., Tom Dieck, M. C., & Chung, N. (2018). Social media ubiquity measure. PsycTESTS Dataset. https://doi.org/10.1037/t70637-000

Jöckel, S., & Wilhelm, C. (2018). Everything under control? The role of habit strength, deficient self-regulation and media literacy for the use of social network sites among children and adolescents. Youth and Media, 55-74. https://doi.org/10.5771/9783845280455-55

Kahraman, Ö., & Demirci, E. Ö. (2018). Internet addiction and attention‐deficit–hyperactivity disorder: Effects of anxiety, depression and self‐esteem. Pediatrics International, 60(6), 529-534. https://doi.org/10.1111/ped.13573

Karimy, M., Parvizi, F., Rouhani, M. R., Griffiths, M. D., Armoon, B., & Fattah Moghaddam, L. (2020). The association between internet addiction, sleep quality, and health-related quality of life among Iranian medical students. Journal of Addictive Diseases, 38(3), 317-325. https://doi.org/10.1080/10550887.2020.1762826

A. Kavyasree K., A. (2023). The impact of internet addiction on sleep quality and mental wellbeing: A study on higher secondary students. International Journal of Science and Research (IJSR), 12(7), 1923-1926. https://doi.org/10.21275/sr23724152015

Kesumaningsari, N. P., Soen, C. C., Arisudana, M., Xiangjun, Z., & Zhenguo, J. (2018). Digital media and psychological well-being among youth. Proceedings of the 3rd International Conference on Psychology in Health, Educational, Social, and Organizational Settings. https://doi.org/10.5220/0008592005540563

Kolo, C. (2019). Social media celebrities as digital media entrepreneurs: Capturing an emergent phenomenon. Journal of Creative Industries and Cultural Studies, 4, 16-37. https://doi.org/10.56140/jocis-v4-1

Kuhathasan, N., Minuzzi, L., MacKillop, J., & Frey, B. N. (2021). The use of cannabinoids for insomnia in daily life: Naturalistic study. Journal of Medical Internet Research, 23(10), e25730. https://doi.org/10.2196/25730

Lallukka, T., Sivertsen, B., Kronholm, E., Bin, Y. S., Øverland, S., & Glozier, N. (2018). Association of sleep duration and sleep quality with the physical, social, and emotional functioning among Australian adults. Sleep Health, 4(2), 194-200. https://doi.org/10.1016/j.sleh.2017.11.006

Lee, Z., & Chen, I. (2021). The association between problematic internet use, psychological distress, and sleep problems during COVID-19. Sleep Epidemiology, 1, 100005. https://doi.org/10.1016/j.sleepe.2021.100005

Lehmann, W. (2023). Social media by demographics, psychographics and location. Social Media Theory and Communications Practice, 50-67. https://doi.org/10.4324/9781003255734-5

Leurs, K. (2016). Digital divides in the era of widespread internet access: Migrant youth negotiating hierarchies in digital culture. Youth 2.0: Social Media and Adolescence, 61-78. https://doi.org/10.1007/978-3-319-27893-3_4

Levenson, J. C., Shensa, A., Sidani, J. E., Colditz, J. B., & Primack, B. A. (2017). Social media use before bed and sleep disturbance among young adults in the United States: A nationally representative study. Sleep, 40(9). https://doi.org/10.1093/sleep/zsx113

Li, K., & Li, D. (2023). Excessive social media use during the rainstorm disaster: Exploring the effects of social media overload on anxiety. https://doi.org/10.21203/rs.3.rs-3234361/v1

Lin, P., Lee, Y., Chen, K., Hsieh, P., Yang, S., & Lin, Y. (2019). The relationship between sleep quality and internet addiction among female college students. Frontiers in Neuroscience, 13. https://doi.org/10.3389/fnins.2019.00599

Lopez-Fernandez, O. (2021). Internet and smartphone use-related addiction health problems: Treatment, education and research. MDPI.

Ma, J. K., & Cheng, S. (2022). Digital inclusion, psychological well-being, and digital competence. Human Well-Being Research and Policy Making, 125-166. https://doi.org/10.1007/978-3-031-04412-0_6

MacLeod, A. K., & Luzon, O. (2014). The place of psychological well-being in cognitive therapy. Cross-Cultural Advancements in Positive Psychology, 41-55. https://doi.org/10.1007/978-94-017-8669-0_3

Mamun, M. A., & Griffiths, M. D. (2019). Internet addiction and sleep quality: A response to Jahan et al. (2019). Sleep and Biological Rhythms, 17(4), 463-464. https://doi.org/10.1007/s41105-019-00233-0

Maslach, C., & Jackson, S. E. (1981). Maslach burnout inventory--es form. PsycTESTS Dataset. https://doi.org/10.1037/t05190-000

Mathew, N., & Dixit, A. (2018). Emotional branding and social media. Social Media Marketing, 579-592. https://doi.org/10.4018/978-1-5225-5637-4.ch029

McNee, S., & Woods, H. (2019). Pre-sleep cognitive influence of night-time social media use and social comparison behaviour in young women. https://doi.org/10.31234/osf.io/n9txa

Milne, A. (2020). Mental health, psychological well-being, successful ageing and quality of life. Mental Health in Later Life, 33-52. https://doi.org/10.1332/policypress/9781447305729.003.0003

Mishra, B., & Kewalramani, S. (2023). Social media use maladaptive daydreaming and imposter phenomenon in younger adults. Journal of Advance Research in Science and Social Science, 6(1), 223-231. https://doi.org/10.46523/jarssc.06.01.20

Moreno, M. A., & Hoopes, A. J. (2020). Technology and adolescent health: In schools and beyond. Academic Press.

Müller, R., Schischke, D., Graf, B., & Antoni, C. H. (2023). How can we avoid information overload and techno-frustration as a virtual team? The effect of shared mental models of information and communication technology on information overload and techno-frustration. Computers in Human Behavior, 138, 107438. https://doi.org/10.1016/j.chb.2022.107438

Neging,P., Musa R., Kasuma J., & Neging, M. (2017). Millennial and internet: A positive behavioral effect of pathological internet use (PIU). International Journal of Business and Society, 18(3), 619-631. https://doi.org/10.33736/ijbs.3156.2017

Ngien, A., & Jiang, S. (2021). The effect of social media on stress among young adults during COVID-19 pandemic: Taking into account fatalism and social media exhaustion. Health Communication, 37(10), 1337-1344. https://doi.org/10.1080/10410236.2021.1888438

Ohayon, M. (2019). Excessive internet use and sleep. Sleep Medicine, 64, S285. https://doi.org/10.1016/j.sleep.2019.11.798

Olashore, A. A., Akanni, O. O., & Ayilara, O. O. (2020). Psychological distress, drug use, and internet use: The association with poor sleep quality in a sample of secondary school students. https://doi.org/10.21203/rs.3.rs-27378/v1

Pontes, H. M., Szabo, A., & Griffiths, M. D. (2015). The impact of internet-based specific activities on the perceptions of internet addiction, quality of life, and excessive usage: A cross-sectional study. Addictive Behaviors Reports, 1, 19-25. https://doi.org/10.1016/j.abrep.2015.03.002

Prever, F., Blycker, G., & Brandt, L. (2023). Behavioural addiction in women: An international female perspective on treatment and research. Taylor & Francis. Retrieved from https://www.routledge.com/Behavioural-Addiction-in-Women-An-International-Female-Perspective-on-Treatment-and-Research/Prever-Blycker-Brandt/p/book/9781032067025

Puma, S., & Tricot, A. (2019). Cognitive load theory and working memory models. Advances in Cognitive Load Theory, 41-52. https://doi.org/10.4324/9780429283895-4

Rahaman, V. (2021). The concept of cognitive social media and cognitive literary studies. Big Data Analytics in Cognitive Social Media and Literary Texts, 1-21. https://doi.org/10.1007/978-981-16-4729-1_1

Rainie, L., & Wellman, B. (2019). The internet in daily life. Society and the Internet, 27-42. https://doi.org/10.1093/oso/9780198843498.003.0002

Riefa, C. (2019). Consumer protection on social media platforms: Tackling the challenges of social commerce. EU Internet Law in the Digital Era, 321-345. https://doi.org/10.1007/978-3-030-25579-4_15

Sada, M. (2023). Social dynamics in the Digital Era: A case study of social interaction and cultural change in social media. https://doi.org/10.31219/osf.io/sxrwf

Sandhu, N. S., & Sharma, S. (2021). Cognitive transformation through social media. Big Data Analytics in Cognitive Social Media and Literary Texts, 219-236. https://doi.org/10.1007/978-981-16-4729-1_12

Seun-Fadipe, C. T., & Mosaku, K. S. (2017). Sleep quality and psychological distress among undergraduate students of a Nigerian university. Sleep Health, 3(3), 190-194. https://doi.org/10.1016/j.sleh.2017.02.004

Sheng, N., Yang, C., Han, L., & Jou, M. (2023). Too much overload and concerns: Antecedents of social media fatigue and the mediating role of emotional exhaustion. Computers in Human Behavior, 139, 107500. https://doi.org/10.1016/j.chb.2022.107500

Shoval, D., Tal, N., & Tzischinsky, O. (2022). The association between sleep–smartphone hygiene, psychological well-being, and sleep quality as revealed by objective and subjective measures. Sleep Medicine, 100, S95-S96. https://doi.org/10.1016/j.sleep.2022.05.266

Sirgy, M. J. (2021). Integrative models of wellbeing. Social Indicators Research Series, 681-710. https://doi.org/10.1007/978-3-030-71888-6_29

Sleep and stress in adolescents: The roles of coping and cognitive pre‐sleep arousal. (2018). Journal of Sleep Research, 27(S2). https://doi.org/10.1111/jsr.66_12766

Smirnova, D., Fountoulakis, K. N., Gonda, X., & Morgado, P. (2023). COVID-19 pandemic: Mental health, life habit changes and social phenomena. Frontiers Media SA.

Soffer-Dudek, N. (2017). Arousal in nocturnal consciousness: How dream- and sleep-experiences may inform us of poor sleep quality, stress, and psychopathology. Frontiers in Psychology, 8. https://doi.org/10.3389/fpsyg.2017.00733

Soleymani, A., & Farahati, M. (2014). The impact of excessive internet use on communication skills and mental health in cafe internet users. International Journal of School Health, 1(2). https://doi.org/10.17795/intjsh-23524

Sudarsono Putri, S. E., Chandra Saputra, M., & Pinandito, A. (2023). The effect of social media overload, exhaustion, and Technostress on student’s learning productivity using stressor-strain-Outcome model. Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology. https://doi.org/10.1145/3626641.3627147

Sweller, J. (2010). Cognitive load theory: Recent theoretical advances. Cognitive Load Theory, 29-47. https://doi.org/10.1017/cbo9780511844744.004

Tang, G., Hung, E., Au-Yeung, H., & Yuen, S. (2020). Politically motivated internet addiction: Relationships among online information exposure, internet addiction, FOMO, psychological well-being, and radicalism in massive political turbulence. International Journal of Environmental Research and Public Health, 17(2), 633. https://doi.org/10.3390/ijerph17020633

Teo, T. S. (2001). Demographic and motivation variables associated with internet usage activities. Internet Research, 11(2), 125-137. https://doi.org/10.1108/10662240110695089

Udayanga, S. (2022). Problematic internet use, Nomophobia, and social media addiction. The Palgrave Handbook of Global Social Problems, 1-24. https://doi.org/10.1007/978-3-030-68127-2_6-1

Vernon, L., Modecki, K. L., & Barber, B. L. (2018). Tracking effects of problematic social networking on adolescent psychopathology: The mediating role of sleep disruptions. Sleep and Developmental Psychopathology, 100-114. https://doi.org/10.4324/9781351008921-10

Waller, N. A., Zhang, N., Cocci, A. H., D'Agostino, C., Wesolek‐Greenson, S., Wheelock, K., Nichols, L. P., & Resnicow, K. (2021). Screen time use impacts low‐income preschool children's sleep quality, tiredness, and ability to fall asleep. Child: Care, Health and Development, 47(5), 618-626. https://doi.org/10.1111/cch.12869

Warren, A. (2022). Heightened emotion processing as a compensatory mechanism in persons with Alzheimer's disease: Psychological insights from the tri-network model. Frontiers in Dementia, 1. https://doi.org/10.3389/frdem.2022.983331

Wegmann, E., Oberst, U., Stodt, B., & Brand, M. (2017). Online-specific fear of missing out and internet-use expectancies contribute to symptoms of internet-communication disorder. Addictive Behaviors Reports, 5, 33-42. https://doi.org/10.1016/j.abrep.2017.04.001

Wei, L.W., Song, Y.C. (2024). Correlational Analysis of the Interplay among Academic Anxiety, Emotional Intelligence Management and Academic Resilience. European Journal of Education Studies, 11(4). pp199-225. ISSN-2501-1111. https:// eric.ed.gov /?q=RESILIENCE&id=ED646434

Wei, L.W. (2024). Speaking Anxiety: Facilitator or Hindrance to Postgraduates’ Thesis Defense Performance. European Journal of Education Studies, 11(4). pp1-20. ISSN-2501-1111. https://eric.ed.gov/?q=SPEAKING+ANXIETY%3A+FACILITATOR+OR+HINDRANCE+TO+POSTGRADUATES%E2%80%99+THESIS+DEFENSE+PERFORMANCE

Wei, L. W. (2023). Self-Investigation into Repercussion of Perfectionist Behavior on Academic Anxiety and Flexibility amongst Chinese postgraduates. European Journal of Education Studies, 10(12). pp211-231. ISSN-2501-1111. https://eric.ed.gov/?q=Wei%2c+Li-Wei&id=ED639256

Wei, L. W. (2023). Repercussions of Social Media Addiction on Relationship Closeness and Relationship Satisfaction amongst Chinese Undergraduates. European Journal of Education Studies, Vol.10, No.11. pp51-77. https://eric.ed.gov/?id=ED630946

Weinstein, A. M., & Siste, K. (2022). Excessive and problematic smartphone usage. Frontiers Media SA. Retrieved from https://www.frontiersin.org/journals/psychiatry/articles/10.3389/fpsyt.2022.972613/full

Wilkinson, I. (2017). Social agony and agonising social constructions. Burnout, Fatigue, Exhaustion, 259-281. https://doi.org/10.1007/978-3-319-52887-8_12

Wong, H. Y., Mo, H. Y., Potenza, M. N., Chan, M. N., Lau, W. M., Chui, T. K., Pakpour, A. H., & Lin, C. (2020). Relationships between severity of internet gaming disorder, severity of problematic social media use, sleep quality and psychological distress. International Journal of Environmental Research and Public Health, 17(6), 1879. https://doi.org/10.3390/ijerph17061879

Wu, J. C., & Alaimo, K. S. (2018). Social media in Mainland China: Weak democracy, emergent civil society. Oxford Research Encyclopedia of Communication. https://doi.org/10.1093/acrefore/9780190228613.013.509

Xanidis, N., & Brignell, C. M. (2016). The association between the use of social network sites, sleep quality and cognitive function during the day. Computers in Human Behavior, 55, 121-126. https://doi.org/10.1016/j.chb.2015.09.004

Yang, S., Chen, M., Huang, Y., Lin, C., & Chang, J. (2016). Association between smartphone use and musculoskeletal discomfort in adolescent students. Journal of Community Health, 42(3), 423-430. https://doi.org/10.1007/s10900-016-0271-x

Yartey, F. N., & Ha, L. (2015). Smartphones and self-broadcasting among college students in an age of social media. Advances in Human and Social Aspects of Technology, 95-128. https://doi.org/10.4018/978-1-4666-8450-8.ch005

Yaryna, K., & Olesia, B. (2022). Features of the Internet`s use in the Daily life of Ukrainian students. Človek a spoločnosť, 24(2). https://doi.org/10.31577/cas.2022.03.608

You, Z., Mei, W., Ye, N., Zhang, L., & Andrasik, F. (2021). Mediating effects of rumination and bedtime procrastination on the relationship between internet addiction and poor sleep quality. Journal of Behavioral Addictions, 9(4), 1002-1010. https://doi.org/10.1556/2006.2020.00104

Young, K. S. (1998). Internet addiction test. PsycTESTS Dataset. https://doi.org/10.1037/t41898-000

Zhang, X., Zhang, C., Ren, Z., Chen, Z., & Bai, C. (2023). Association between sleep quality and interactive health literacy among Chinese college students: A cross-sectional study. https://doi.org/10.21203/rs.3.rs-3123118/v1




DOI: http://dx.doi.org/10.46827/ejes.v11i7.5456

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