References
Abumaeza, S., Ali, H., & Alharari, A. (2025). Prevalence and associated factors of academic stress among medical students in the University of Tripoli, Libya. AlQalam Journal of Medical and Applied Sciences, 656–661.
Arora, N., Banerjee, N., & Bandyopadhyay, G. (2025). Impact of personality traits and information overload on compulsive buying and hoarding behaviour during the pandemic. Research at the Crossroad of Finance, Marketing and Operations for Sustainable Business, 59.
Awad, H. R., Amer, A. H., & Abass, G. (2025). Medical students’ perceptions of Telegram messenger as an e-learning tool during the COVID-19 pandemic in Libya. Discover Education, 4(1), 263.
Beth Ellington, V. (2005). An analysis of information overload components, sources, frequency, effect on performance and coping strategies utilized by full-time undergraduate university students.
Bisher, K. J., Kashada, A., Suwayd, R. M., Alforgani, M., & Isnoun, A. Analyzing the structural effects of gamification on digital learners’ outcomes.
Civelek, M. E. (2018). Essentials of structural equation modeling.
Gupta, P., & Prashar, A. (2025). Learners’ psychological needs in online learning environment for executive education: role of cognitive overload and learning self-efficacy. Behaviour & Information Technology, 44(9), 1942–1963.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55.
Idries Ahmed, M., & Su Mustaffa, C. (2016). Validating measures for community factors, Facebook intensity, individual differences, social capital and academic performance among university students.
Kashada, A., Ehtiwsh, E., & Nakkas, H. (2020). The role of technology acceptance model (TAM) towards information systems implementation success: A meta-analysis. The International Journal of Engineering and Science (IJES), 9(1), 30–36.
Kashada, A., Isnoun, A., & Aldali, N. (2020). Effect of information overload on decision’s quality, efficiency and time. International Journal of Latest Engineering Research and Applications, 5(1), 53–58.
Kashada, A., Li, H., & Koshadah, O. (2018). Analysis approach to identify factors influence digital learning technology adoption and utilization in developing countries. International Journal of Emerging Technologies in Learning, 13(2).
Kashada, A., Li, H., & Su, C. (2017). Adoption of flipped classrooms in K-12 education in developing countries: Challenges and obstacles. International Journal of Emerging Technologies in Learning, 12(10), 147.
Nasrullah, S., & Firdouse Rahman Khan, M. (2019). Examining the impact of social media on the academic performances of Saudi students: Case study: Prince Sattam bin Abdul Aziz University.
Sarnacchiaro, P., & D’Ambra, L. (2012). Students’ evaluations of university teaching: A structural equation modeling analysis.
Sweet, K. M., Appenzeller Knowles, K., & Waples, E. P. (2025). Management education in the age of information overload. Organization Management Journal, 22(1), 72–83.
Umeozor, S. N. (2018). Information overload: A case for the developing countries.
Xu, Y., Li, Y., Zhang, Q., Yue, X., & Ye, Y. (2022). Effect of social media overload on college students' academic performance under the COVID-19 quarantine.
Abumaeza, S., Ali, H., & Alharari, A. (2025). Prevalence and associated factors of academic stress among medical students in the University of Tripoli, Libya. AlQalam Journal of Medical and Applied Sciences, 656–661. DOI: https://doi.org/10.54361/ajmas.258217
Awad, H. R., Amer, A. H., & Abass, G. (2025). Medical students’ perceptions of Telegram messenger as an e-learning tool during the COVID-19 pandemic in Libya. Discover Education, 4(1), 263. DOI: https://doi.org/10.1007/s44217-025-00717-x
Civelek, M. E. (2018). Essentials of structural equation modeling. DOI: https://doi.org/10.13014/K2SJ1HR5
Gupta, P., & Prashar, A. (2025). Learners’ psychological needs in online learning environment for executive education: role of cognitive overload and learning self-efficacy. Behaviour & Information Technology, 44(9), 1942–1963. DOI: https://doi.org/10.1080/0144929X.2024.2383777
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. DOI: https://doi.org/10.1080/10705519909540118
Kashada, A., Li, H., & Koshadah, O. (2018). Analysis approach to identify factors influence digital learning technology adoption and utilization in developing countries. International Journal of Emerging Technologies in Learning, 13(2). DOI: https://doi.org/10.3991/ijet.v13i02.7399
Kashada, A., Li, H., & Su, C. (2017). Adoption of flipped classrooms in K-12 education in developing countries: Challenges and obstacles. International Journal of Emerging Technologies in Learning, 12(10), 147. DOI: https://doi.org/10.3991/ijet.v12i10.7308
Nasrullah, S., & Firdouse Rahman Khan, M. (2019). Examining the impact of social media on the academic performances of Saudi students: Case study: Prince Sattam bin Abdul Aziz University. DOI: https://doi.org/10.18510/hssr.2019.75111
Sweet, K. M., Appenzeller Knowles, K., & Waples, E. P. (2025). Management education in the age of information overload. Organization Management Journal, 22(1), 72–83. DOI: https://doi.org/10.1108/OMJ-02-2025-2441
Xu, Y., Li, Y., Zhang, Q., Yue, X., & Ye, Y. (2022). Effect of social media overload on college students' academic performance under the COVID-19 quarantine. DOI: https://doi.org/10.3389/fpsyg.2022.890317
Abumaeza, S., Ali, H., & Alharari, A. (2025). Prevalence and associated factors of academic stress among medical students in the University of Tripoli, Libya. AlQalam Journal of Medical and Applied Sciences, 656–661.
Arora, N., Banerjee, N., & Bandyopadhyay, G. (2025). Impact of personality traits and information overload on compulsive buying and hoarding behaviour during the pandemic. Research at the Crossroad of Finance, Marketing and Operations for Sustainable Business, 59.
Awad, H. R., Amer, A. H., & Abass, G. (2025). Medical students’ perceptions of Telegram messenger as an e-learning tool during the COVID-19 pandemic in Libya. Discover Education, 4(1), 263.
Beth Ellington, V. (2005). An analysis of information overload components, sources, frequency, effect on performance and coping strategies utilized by full-time undergraduate university students.
Bisher, K. J., Kashada, A., Suwayd, R. M., Alforgani, M., & Isnoun, A. Analyzing the structural effects of gamification on digital learners’ outcomes.
Civelek, M. E. (2018). Essentials of structural equation modeling.
Gupta, P., & Prashar, A. (2025). Learners’ psychological needs in online learning environment for executive education: role of cognitive overload and learning self-efficacy. Behaviour & Information Technology, 44(9), 1942–1963.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55.
Idries Ahmed, M., & Su Mustaffa, C. (2016). Validating measures for community factors, Facebook intensity, individual differences, social capital and academic performance among university students.
Kashada, A., Ehtiwsh, E., & Nakkas, H. (2020). The role of technology acceptance model (TAM) towards information systems implementation success: A meta-analysis. The International Journal of Engineering and Science (IJES), 9(1), 30–36.
Kashada, A., Isnoun, A., & Aldali, N. (2020). Effect of information overload on decision’s quality, efficiency and time. International Journal of Latest Engineering Research and Applications, 5(1), 53–58.
Kashada, A., Li, H., & Koshadah, O. (2018). Analysis approach to identify factors influence digital learning technology adoption and utilization in developing countries. International Journal of Emerging Technologies in Learning, 13(2).
Kashada, A., Li, H., & Su, C. (2017). Adoption of flipped classrooms in K-12 education in developing countries: Challenges and obstacles. International Journal of Emerging Technologies in Learning, 12(10), 147.
Nasrullah, S., & Firdouse Rahman Khan, M. (2019). Examining the impact of social media on the academic performances of Saudi students: Case study: Prince Sattam bin Abdul Aziz University.
Sarnacchiaro, P., & D’Ambra, L. (2012). Students’ evaluations of university teaching: A structural equation modeling analysis.
Sweet, K. M., Appenzeller Knowles, K., & Waples, E. P. (2025). Management education in the age of information overload. Organization Management Journal, 22(1), 72–83.
Umeozor, S. N. (2018). Information overload: A case for the developing countries.
Xu, Y., Li, Y., Zhang, Q., Yue, X., & Ye, Y. (2022). Effect of social media overload on college students' academic performance under the COVID-19 quarantine.