Online Class, Cyberbullying, and Internet Addiction during COVID-19 and Its Effect on Mental Health of UPM Undergraduate Students

Abbasi, G. A., Jagaveeran, M., Goh, Y.-N., & Tariq, B. (2021). The impact of type of content use on smartphone addiction and academic performance: Physical activity as moderator. Technology in Society, 64, 101521.
Ahmed, T., Ivan, S., Kabir, M., Mahmud, H., & Hasan, K. (2022). Performance analysis of transformer-based architectures and their ensembles to detect trait-based cyberbullying. Social Network Analysis and Mining, 12(1), 99.
Alrajeh, S. M., Hassan, H. M., Al-Ahmed, A. S., & Alsayed Hassan, D. (2021). An investigation of the relationship between cyberbullying, cybervictimization and depression symptoms: A cross sectional study among university students in Qatar. PloS One, 16(12), e0260263.
Andreou, E., Tsermentseli, S., Anastasiou, O., & Kouklari, E.-C. (2021). Retrospective accounts of bullying victimization at school: Associations with post-traumatic stress disorder symptoms and post-traumatic growth among university students. Journal of Child & Adolescent Trauma, 14, 9–18.
Aparisi, D., Delgado, B., Bo, R. M., & Martínez-Monteagudo, M. C. (2021). Relationship between cyberbullying, motivation and learning strategies, academic performance, and the ability to adapt to university. International Journal of Environmental Research and Public Health, 18(20), 10646.
Auerbach, R. P., Mortier, P., Bruffaerts, R., Alonso, J., Benjet, C., Cuijpers, P., Demyttenaere, K., Ebert, D. D., Green, J. G., & Hasking, P. (2018). WHO world mental health surveys international college student project: Prevalence and distribution of mental disorders. Journal of Abnormal Psychology, 127(7), 623–638.
Baldwin, J. R., Ayorech, Z., Rijsdijk, F. V., Schoeler, T., & Pingault, J.-B. (2021). Cyber-victimisation and mental health in young people: A co-twin control study. Psychological Medicine, 51(15), 2620–2630.
Bao, Y., Sun, Y., Meng, S., Shi, J., & Lu, L. (2020). 2019-nCoV epidemic: Address mental health care to empower society. The Lancet, 395(10224), e37–e38.
Barlett, C. P., Simmers, M. M., Roth, B., & Gentile, D. (2021). Comparing cyberbullying prevalence and process before and during the COVID-19 pandemic. The Journal of Social Psychology, 161(4), 408–418.
Bates, R., & Khasawneh, S. (2007). Self-efficacy and college students’ perceptions and use of online learning systems. Computers in Human Behavior, 23(1), 175–191.
Bekalu, M. A., McCloud, R. F., & Viswanath, K. (2019). Association of social media use with social well-being, positive mental health, and self-rated health: Disentangling routine use from emotional connection to use. Health Education & Behavior, 46(2_suppl), 69S–80S.
Bhattarai, S., Angolkar, M., Chate, S. S., & Dhagavkar, P. S. (2021). Internet addiction and its impact on mental health among dental students, Belagavi. Journal of the Scientific Society, 48(3), 192–196.
Bolliger, D. U., & Inan, F. A. (2012). Development and validation of the online student connectedness survey (OSCS). International Review of Research in Open and Distributed Learning, 13(3), 41–65.
Cenat, J. M., Smith, K., Hebert, M., & Derivois, D. (2019). Cybervictimization and suicidality among French undergraduate students: A mediation model. Journal of Affective Disorders, 249, 90–95.
Chen, R., Liang, S., Peng, Y., Li, X., Chen, J., Tang, S., & Zhao, J. (2020). Mental health status and change in living rhythms among college students in China during the COVID-19 pandemic: A large-scale survey. Journal of Psychosomatic Research, 137, 110219.
Choi, J.-J., Robb, C. A., Mifli, M., & Zainuddin, Z. (2021). University students’ perception to online class delivery methods during the COVID-19 pandemic: A focus on hospitality education in Korea and Malaysia. Journal of Hospitality, Leisure, Sport & Tourism Education, 29, 100336.
Cochran, W. G. (1977). The estimation of sample size. Sampling Techniques, 3, 72–90.
Concordia University. (2003). Online Learning/Distance Education Questionnaire. Concordia University. https://www.concordia.ca/content/dam/artsci/research/cslp/docs/OnlineInstrument_23Aug04.pdf
Debowska, A., Horeczy, B., Boduszek, D., & Dolinski, D. (2022). A repeated cross-sectional survey assessing university students’ stress, depression, anxiety, and suicidality in the early stages of the COVID-19 pandemic in Poland. Psychological Medicine, 52(15), 3744–3747.
Foo, X. Y., Alwi, M. N., Ismail, S. I. F., Ibrahim, N., & Osman, J. Z. (2014). Religious commitment, attitudes toward suicide, and suicidal behaviors among college students of different ethnic and religious groups in Malaysia. Journal of Religion and Health, 53, 731–746.
Garaigordobil, M., & Machimbarrena, J. M. (2019). Victimization and perpetration of bullying/cyberbullying: Connections with emotional and behavioral problems and childhood stress. Psychosocial Intervention, 28(2), 67–73.
Gerencheal, B. (2016). Gender Differences in Foreign Language Anxiety at an Ethiopian University: Mizan-Tepi University Third Year English Major Students in Focus. Online Submission, 1(1), 1–16.
Goi, C., & Ng, P. Y. (2008). E-learning in Malaysia: Success factors in implementing e-learning program. International Journal of Teaching and Learning in Higher Education, 20(2), 1–30.
Gothwal, V. K., Sumalini, R., Irfan, S. M., Giridhar, A., & Bharani, S. (2013). Revised olweus bully/victim questionnaire: Evaluation in visually impaired. Optometry and Vision Science, 90(8), 828–835.
Henry, J. D., & Crawford, J. R. (2005). The short-form version of the Depression Anxiety Stress Scales (DASS-21): Construct validity and normative data in a large non-clinical sample. British Journal of Clinical Psychology, 44(2), 227–239.
Islam, M. A., Low, W. Y., Tong, W. T., Yuen, C. W., & Abdullah, A. (2018). Factors associated with depression among university students in Malaysia: A cross-sectional study. 415–427.
Jain, O., Gupta, M., Satam, S., & Panda, S. (2020). Has the COVID-19 pandemic affected the susceptibility to cyberbullying in India? Computers in Human Behavior Reports, 2, 100029.
Khazaie, H., Lebni, J. Y., Abbas, J., Mahaki, B., Chaboksavar, F., Kianipour, N., Toghroli, R., & Ziapour, A. (2021). Internet addiction status and related factors among medical students: A cross-sectional study in Western Iran. International Quarterly of Community Health Education, 0272684X211025438.
Kim, K.-J., & Bonk, C. J. (2006). The future of online teaching and learning in higher education. Educause Quarterly, 29(4), 22–30.
Kumaran, V. V., Ismail, M. K., Thinagar, S., & Roslan, S. N. M. (2022). Mental Health Disorder among Malaysian Universities Students during COVID-19 Pandemic. Asian Journal of University Education, 18(3), 735–744.
Lam, L. T., & Peng, Z.-W. (2010). Effect of pathological use of the internet on adolescent mental health: A prospective study. Archives of Pediatrics & Adolescent Medicine, 164(10), 901–906.
Lee, B. W., & Stapinski, L. A. (2012). Seeking safety on the internet: Relationship between social anxiety and problematic internet use. Journal of Anxiety Disorders, 26(1), 197–205.
Lin, M.-P. (2020). Prevalence of internet addiction during the COVID-19 outbreak and its risk factors among junior high school students in Taiwan. International Journal of Environmental Research and Public Health, 17(22), 8547.
Lovibond, P. F., & Lovibond, S. H. (1995). The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories. Behaviour Research and Therapy, 33(3), 335–343.
Ma, Z., Zhao, J., Li, Y., Chen, D., Wang, T., Zhang, Z., Chen, Z., Yu, Q., Jiang, J., & Fan, F. (2020). Mental health problems and correlates among 746 217 college students during the coronavirus disease 2019 outbreak in China. Epidemiology and Psychiatric Sciences, 29, 1–10.
Sidik, M. S., Rampal, L., & Kaneson, N. (2003). Prevalence of emotional disorders among medical students in a Malaysian university. Asia Pacific Family Medicine, 2(4), 213–217.
Olweus, D. (2008). Bullying is not a fact of life. US Department of Health and Human Services, Substance Abuse and Mental ….
Omar, S. Z., Zaremohzzabieh, Z., Samah, A. A., Bolong, J., & Shaffril, H. A. M. (2020). Influence of Different Facets of Internet Addiction on Subjective Well-being in Malaysia: A Comparison Across Ethnic Groups. Jurnal Komunikasi: Malaysian Journal of Communication, 36(2), 196–211.
Pant, N., & Srivastava, S. K. (2019). The impact of spiritual intelligence, gender and educational background on mental health among college students. Journal of Religion and Health, 58, 87–108.
Pickering, L., Hadwin, J. A., & Kovshoff, H. (2020). The role of peers in the development of social anxiety in adolescent girls: A systematic review. Adolescent Research Review, 5, 341–362.
Pramukti, I., Strong, C., Sitthimongkol, Y., Setiawan, A., Pandin, M. G. R., Yen, C.-F., Lin, C.-Y., Griffiths, M. D., & Ko, N.-Y. (2020). Anxiety and suicidal thoughts during the COVID-19 pandemic: Cross-country comparative study among Indonesian, Taiwanese, and Thai university students. Journal of Medical Internet Research, 22(12), 1–12.
Ross, C. E., & Bird, C. E. (1994). Sex stratification and health lifestyle: Consequences for men’s and women’s perceived health. Journal of Health and Social Behavior, 35(2), 161–178.
Scott, K. M., Lim, C., Al-Hamzawi, A., Alonso, J., Bruffaerts, R., Caldas-de-Almeida, J. M., Florescu, S., De Girolamo, G., Hu, C., & De Jonge, P. (2016). Association of mental disorders with subsequent chronic physical conditions: World mental health surveys from 17 countries. JAMA Psychiatry, 73(2), 150–158.
Shawaqfeh, M. S., Al Bekairy, A. M., Al-Azayzih, A., Alkatheri, A. A., Qandil, A. M., Obaidat, A. A., Al Harbi, S., & Muflih, S. M. (2020). Pharmacy students perceptions of their distance online learning experience during the COVID-19 pandemic: A Cross-Sectional Survey Study. Journal of Medical Education and Curricular Development, 7, 1–9.
Sheldon, E., Simmonds-Buckley, M., Bone, C., Mascarenhas, T., Chan, N., Wincott, M., Gleeson, H., Sow, K., Hind, D., & Barkham, M. (2021). Prevalence and risk factors for mental health problems in university undergraduate students: A systematic review with meta-analysis. Journal of Affective Disorders, 287, 282–292.
Smith, P. K., Sundaram, S., Spears, B. A., Blaya, C., Schäfer, M., & Sandhu, D. (2018). Bullying, cyberbullying and student well-being in schools: Comparing European, Australian and Indian perspectives. Cambridge University Press.
Turner, R. J., Wheaton, B., & Lloyd, D. A. (1995). The epidemiology of social stress. American Sociological Review, 60(1), 104–125.
Verma, S. K., Kumar, B. D., Chandra, S., Singh, N., Kumari, P., & Verma, A. (2021). Knowledge, attitude, and psychological effect on undergraduate/postgraduate students in lockdown COVID-19 situation. Journal of Pharmacy & Bioallied Sciences, 13(Suppl 1), S696–S698.
Wang, C., Zhao, H., & Zhang, H. (2020). Chinese college students have higher anxiety in new semester of online learning during COVID-19: A machine learning approach. Frontiers in Psychology, 11, 587413.
Wang, X., Hegde, S., Son, C., Keller, B., Smith, A., & Sasangohar, F. (2020). Investigating mental health of US college students during the COVID-19 pandemic: Cross-sectional survey study. Journal of Medical Internet Research, 22(9), e22817.
WHO. (2022). Mental health: Strengthening our response. World Health Organization. https://www.who.int/news-room/fact-sheets/detail/mental-health-strengthening-our-response
Wu, J.-Y., & Nian, M.-W. (2021). The dynamics of an online learning community in a hybrid statistics classroom over time: Implications for the question-oriented problem-solving course design with the social network analysis approach. Computers & Education, 166, 104120.
Young, K. S. (2009). Internet addiction test. Stoelting.
Zarco Alpuente, A., Ballester-Arnal, R., Billieux, J., Gil-Llario, M. D., King, D. L., Montoya Castilla, I., Samper-Garcia, P., & Castro-Calvo, J. (2021). Problematic internet use prior to and during the COVID-19 pandemic. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 15(4), 1–20.
Zhai, Y., & Du, X. (2020). Addressing collegiate mental health amid COVID-19 pandemic. Psychiatry Research, 288, 113003.
Zhang, D., Huebner, E. S., & Tian, L. (2020). Longitudinal associations among neuroticism, depression, and cyberbullying in early adolescents. Computers in Human Behavior, 112, 106475.
Zhang, Y., Qin, X., & Ren, P. (2018). Adolescents’ academic engagement mediates the association between Internet addiction and academic achievement: The moderating effect of classroom achievement norm. Computers in Human Behavior, 89, 299–307.

(Azlee et al., 2023)
To Cite this Article: Azlee, A. Y. B., Abdullah, H., & Zaremohzzabieh, Z. (2023). Online Class, Cyberbullying, and Internet Addiction during COVID-19 and Its Effect on Mental Health of UPM Undergraduate Students. International Journal of Academic Research in Business and Social Sciences, 13(14), 246–261.

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