Predicting The Level of Addiction to Virtual Social Networks Based On Cognitive Flexibility and Mental Health of Secondary School Students During the Covid-19 Pandemic
Seyyedah Fateme Mousavi nejad
1
(
)
فاطمه شهابی زاده
2
(
Birjand Azad University
)
Keywords: Addiction to virtual social networks, cognitive flexibility, and mental health, during the Covid-19 pandemic,
Abstract :
The research investigated the role of cognitive flexibility and mental health in using virtual social networks among secondary school students in Birjand during the COVID-19 pandemic. This research was descriptive and correlational. The statistical population of this research included all female students of the second year of Birjand secondary school in the academic year 2021 to 2022, whose number was 5766. In this study, 360 people were selected as a sample based on the Karjesi and Morgan table and were tested through accessible sampling. The data collection tools were questionnaires on addiction to social networks based on mobile phones, (GHQ-28) by Goldberg, cognitive flexibility by Dennis VanderWaal (CFI). The findings showed that the components of general health and cognitive flexibility significantly predicted addiction to social networks during the epidemic with 44% explanatory power (F (7 = 12.158); p< 0.001). Meanwhile, the beta coefficient of the anxiety subscale was equal to 24% and this means that this variable has the strongest single contribution in explaining the criterion variable (addiction to social networks). According to the research results, it can be said that general health and cognitive flexibility are important predictors of social media addiction. This indicates that a combination of these factors can account for a significant portion of the variance in social media use. Incorporating general health and cognitive flexibility provides a more comprehensive understanding of the factors that contribute to social media addiction.
Anand, V., Verma, L., Aggarwal, A., Nanjundappa, P., & Rai, H. (2021). COVID-19 and psychological distress: Lessons for India. Plos one, 16(8), e0255683
Arendt, F., Markiewitz, A., Mestas, M., & Scherr, S. (2020). COVID-19 pandemic, government responses, and public mental health: Investigating consequences through crisis hotline calls in two countries. Social Science & Medicine, 265, 113532
. Ayouni, I., Maatoug, J., Dhouib, W., Zammit, N., Fredj, S. B., Ghammam, R., & Ghannem, H. (2021). Effective public health measures to mitigate the spread of COVID-19: a systematic review. BMC public health, 21(1), 1015
. Banerjee, D., Vaishnav, M., Rao, T. S., Raju, M. S. V. K., Dalal, P. K., Javed, A., ... & Jagiwala, M. P. (2020). Impact of the COVID-19 pandemic on psychosocial health and well-being in South-Asian (World Psychiatric Association zone 16) countries: A systematic and advocacy review from the Indian Psychiatric Society. Indian Journal of Psychiatry, 62(Suppl 3), S343-S353
. Cheng, C., Lau, H. P. B., & Chan, M. P. S. (2014). Coping flexibility and psychological adjustment to stressful life changes: a meta-analytic review. Psychological bulletin, 140(6), 1582
. Dawson, D. L., & Golijani-Moghaddam, N. (2020). COVID-19: Psychological flexibility, coping, mental health, and wellbeing in the UK during the pandemic. Journal of contextual behavioral science, 17, 126-134
. Dennis, J. P., & Vander Wal, J. S. (2010). The cognitive flexibility inventory: Instrument development and estimates of reliability and validity. Cognitive therapy and research, 34, 241-253
. Diamond, A. (2013). Executive functions. Annual review of psychology, 64(1), 135-168
. Godara, M., Everaert, J., Sanchez-Lopez, A., Joormann, J., & De Raedt, R. (2023). Interplay between uncertainty intolerance, emotion regulation, cognitive flexibility, and psychopathology during the COVID-19 pandemic: a multi-wave study. Scientific Reports, 13(1), 9854
. Güldal, Ş., Kılıçoğlu, N. A., & Kasapoğlu, F. (2022). Psychological flexibility, coronavirus anxiety, humor and social media addiction during COVID-19 pandemic in Turkey. International Journal for the Advancement of Counselling, 44(2), 220-242
. He, Z., Li, M., Liu, C., & Ma, X. (2022). Common predictive factors of social media addiction and eating disorder symptoms in female college students: State anxiety and the mediating role of cognitive flexibility/sustained attention. Frontiers in Psychology, 12, 647126
. Inozu, M., Gök, B. G., Tuzun, D., & Haciomeroglu, A. B. (2023). Does cognitive flexibility change the nature of the relationship between intolerance of uncertainty and psychological symptoms during the COVID-19 outbreak in Turkey?. Current Psychology, 42(20), 17412-17423
. Jabeen, F., Tandon, A., Sithipolvanichgul, J., Srivastava, S., & Dhir, A. (2023). Social media-induced fear of missing out (FoMO) and social media fatigue: The role of narcissism, comparison and disclosure. Journal of Business Research, 159, 113693
. Jung, S. J., Lee, Y., Jeon, Y. J., Kang, S., Shin, J. I., & Jung, Y. C. (2021). Social Media Use and Mental Health During the COVID-19 Pandemic: A Meta-Analysis of 14 Cross-Sectional Studies. Available at SSRN 3884947
. Kaçar, G. Y. (2023). The Role of Online Communication Platforms in Maintaining Social Connectedness When Face-to-face Communication is Restricted. Selçuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, (51), 421-436
. Khajeahmadi, M., Pooladi, S., & Bahreini, M. (2017). Design and assessment of psychometric properties of the addiction to mobile questionnaire based on social networks. Iranian Journal of Psychiatric Nursing, 4(4), 43-51
. Khawaja, I. S., Westermeyer, J. J., Gajwani, P., & Feinstein, R. E. (2009). Depression and coronary artery disease: the association, mechanisms, and therapeutic implications. Psychiatry (Edgmont), 6(1), 38
. Kuss, D. J., & Griffiths, M. D. (2017). Social networking sites and addiction: Ten lessons learned. International journal of environmental research and public health, 14(3), 311
. Lee, Y., Jeon, Y. J., Kang, S., Shin, J. I., Jung, Y. C., & Jung, S. J. (2022). Social media use and mental health during the COVID-19 pandemic in young adults: a meta-analysis of 14 cross-sectional studies. BMC Public Health, 22(1), 995
.
Mahoney, L. M., & Tang, T. (2024). Strategic social media: From marketing to social change. John Wiley & Sons. Mittal, S., Sinha, S. & Bhat, S. (2022). The COVID-19 Pandemic and Mental Health. In E. Ovuga, (Ed.). Stress related disorders. https://doi.org/10.5772/intechopen.102947
Momeni, K., & Radmehr, F. (2020). The effectiveness of meta-cognitive therapy on cognitive attention syndrome in female students with social anxiety disorder. Knowledge & Research in Applied Psychology, 21(2), 32-42
. Mujica, A. L., Crowell, C. R., Villano, M. A., & Uddin, K. M. (2022). Addiction by design: Some dimensions and challenges of
excessive social media use. Medical Research Archives, 10(2). Murphy, C., Lim, W. W., Mills, C., Wong, J. Y., Chen, D., Xie, Y., ... & Donnelly, C. A. (2023). Effectiveness of social distancing measures and lockdowns for reducing transmission of COVID-19 in non-healthcare, community-based settings. Philosophical Transactions of the Royal Society A, 381(2257), 20230132
. Nazari, A., Hosseinnia, M., Torkian, S., & Garmaroudi, G. (2023). Social media and mental health in students: a cross-sectional study during the Covid-19 pandemic. BMC psychiatry, 23(1), 458
. Sagar, M. E. (2021). Predictive Role of Cognitive Flexibility and Self-Control on Social Media Addiction in University Students. International Education Studies, 14(4), 1-10
. Serafini, G., Parmigiani, B., Amerio, A., Aguglia, A., Sher, L., & Amore, M. (2020). The psychological impact of COVID-19 on the
mental health in the general population. Shannon, H., Bush, K., Villeneuve, P. J., Hellemans, K. G., & Guimond, S. (2022). Problematic social media use in adolescents and young adults: systematic review and meta-analysis. JMIR mental health, 9(4), e33450
. Shareh, H., Farmani, A., & Soltani, E. (2014). Investigating the reliability and validity of the Cognitive Flexibility Inventory (CFI-I) among Iranian university students. Practice in Clinical Psychology, 2(1), 43-50
. Singh, S., Roy, D., Sinha, K., Parveen, S., Sharma, G., & Joshi, G. (2020). Impact of COVID-19 and lockdown on mental health of children and adolescents: A narrative review with recommendations. Psychiatry research, 293, 113429
. Soraci, P., Ferrari, A., Abbiati, F. A., Del Fante, E., De Pace, R., Urso, A., & Griffiths, M. D. (2020). Validation and psychometric evaluation of the Italian version of the Fear of COVID-19 Scale. International journal of mental health and addiction, 1-10
.
Tabachnick, B. G., Fidell, L. S., & Ullman, J. B. (2013). Using multivariate statistics (Vol. 6, pp. 497-516). Boston, MA: pearson. Tong, K., Fu, X., Hoo, N. P., Mun, L. K., Vassiliu, C., Langley, C., ... & Leong, V. (2024). The development of cognitive flexibility and its implications for mental health disorders. Psychological Medicine, 54(12), 3203-3209
. Trauthig, I. K., & Woolley, S. C. (2023). “On WhatsApp I say what I want”: Messaging apps, diaspora communities, and networked counterpublics in the United States. New Media & Society, 14614448231203695
. Troll, E. S., Friese, M., & Loschelder, D. D. (2021). How students’ self-control and smartphone-use explain their academic performance. Computers in Human Behavior, 117, 106624
. Vogel, E. A., Rose, J. P., Roberts, L. R., & Eckles, K. (2014). Social comparison, social media, and self-esteem. Psychology of popular media culture, 3(4), 206
.. 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
. Whiting, D. L., Deane, F. P., Simpson, G. K., McLeod, H. J., & Ciarrochi, J. (2017). Cognitive and psychological flexibility after a traumatic brain injury and the implications for treatment in acceptance-based therapies: A conceptual review. Neuropsychological rehabilitation, 27(2), 263-299
. Wu, X., Wang, Z., Zhang, H., Yuan, P., Yu, Q., Zhou, Z., & Zhao, Q. (2021). Effects of internet language related to COVID-19 on mental health in college students: the mediating effect of cognitive flexibility. Frontiers in psychology, 12, 600268
.