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Abstract

This study identifies significant challenges that academicians working in higher education experienced during the COVID-19 pandemic, as physical classrooms transformed into virtual ones. The study includes evidence from the experiences of higher education academicians from three countries: namely, India, Malaysia, and the United Arab Emirates. The study adopts a quantitative research method to analyse the challenges that impacted the ease of coping with pedagogical delivery and the significant differences across the three countries. The study uses binary logistic regression modelling to evaluate the significance of the identified factors. The findings indicate that academicians experienced challenges working from home while adapting to the new model of teaching. Contrary to the established results – gender, lack of formal training, work experience and home environment, which did not seem to impact consistently across the three geographical locations. This also is the highlight of the study, as we used the log odds to illustrate the probabilities of impacting factors in each geographical location on the Ease of Coping – the dependent variable. The findings of this study may be directed to comprehend the most substantial factors specific to ease of coping. As the universities prepare themselves for the ‘new normal’, this study will contribute towards a paradigm shift in higher education, thereby enhancing the development of a framework for an effective teaching model to address pedagogical transition.

Keywords

Higher Education Transition during Pandemic Work from Home Challenges Binary Logistic Regression

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Author Biographies

Seena Biju, Jagdish Sheth School of Management (India)

Prof (Dr) Seena Biju is Professor and Associate Director, Department of Management Studies, Humanities and Social Sciences, Sikkim Manipal University, India. She has been the Dean at the School of Management and Business at the Manipal International University, Malaysia,  Professor from the domains of Statistics & Operations and has about 24 years of experience in teaching Data Analytics, Quality Management and Six Sigma, Probability & Statistics, Operations Research, Research Methodology, Quantitative Techniques, Decision Theory and related topics to students of the Post Graduate & Under-Graduate programs of various disciplines. A postgraduate in Applied Statistics (MSc) and Business Administration - Operations (MBA), she is a Lean Six Sigma Black Belt Certified and an alumnus of the Indian Statistical Institute India. Her key areas of research are Statistical modelling, Six sigma Theory and Academic Quality Measurement & Assurance.

Bhakti More, Manipal Academy of Higher Education Dubai Campus (United Arab Emirates)

Dr Bhakti More is an Architect and an Associate Professor at School of Design & Architecture, Manipal Academy of Higher Education Dubai Campus, United Arab Emirates. She has pursued Doctoral studies from School of Built Environment, University of Salford, Manchester, United Kingdom. She has over two decades of experience in teaching and as project architect in the architectural design industry in India and United Arab Emirates. Her area of specialization is in Urban Sociology, Environmental Sustainability and Housing.

Selvamalar Armathlingam, Manipal International University (Malaysia)

Selvamalar Armathlingam is a Chief Admin for Mass Comm Lab and Mass Communication Lecturer at Manipal International University, Nilai, Negeri Sembilan, Malaysia. She started her academic career in 2019. She has completed her BA (Hons)Social Science, Mass Communication (Major in Broadcasting, Minor in Psychology) University Kebangsaan Malaysia. She is a Creative expert with more than 18 years of various experience in the largest Satellite Pay TV and IPTV service provider Astro Malaysia. She has experience in creative management, production background in directing, producing variety of programmes from entertainment to talk shows.

Murthy VPS Veluri

Dr Murthy V P S Veluri has worked as a  Professor of Chemical Engineering, at the Manipal International University, Nilai, Malaysia. He did his Bachelors and Masters at Andhra University, Visakhapatnam and PhD from IIT, Delhi. His post-doctoral research was at the University of Barcelona. He has over 34 years of professional experience in Education, R&D and Industry in India, Spain, Singapore and Malaysia. His research interests include Bioprocess Development for Value-added Products from Cheap Raw Materials & Industrial Wastes. His current research is on Process Development for the Utilization of Solid Waste from Palm oil mills. His industrial experience was in DuPont, where he contributed to the stabilization of anoxic fluidized bed bioreactors. Recently, he has acquired a Certificate on Online Teaching from Globalnxt University, Malaysia.

Siti Nurakmar Sh Ismail, Manipal International University (Malaysia)

Ms Siti Nurakmar Sh Ismail is Lecturer at School of Management and Business, at Manipal International University, Nilai, Malaysia. She pursued her Bachelors and Master Degree at the National University of Malaysia. She has about 19 years of experience in teaching General and Business Subjects in the area of Islam and Asian Civilization, Ethnics Relation, Malay Language, Management, International Business and Entrepreneurship. Her research interest is in the area of management and leadership from the perspective of the Islamic religion.

How to Cite
Biju, S., More, B., Armathlingam, S., V P S Veluri , M., & Nurakmar Sh Ismail, S. (2022). Modelling academic delivery challenges during COVID-19: a binary logistic approach. Journal of E-Learning and Knowledge Society, 18(1), 11-22. https://doi.org/10.20368/1971-8829/1135501

References

  1. Ali, A., & Smith, D. (2015). Comparing Social Isolation Effects on Students Attrition in Online Versus Face-to-Face Courses in Computer Literacy. Issues in Informing Science and Information Technology, 12, 11-20.
  2. Ali, W. (2020). Online and Remote Learning in Higher Education Institutes: A Necessity in light of COVID-19 Pandemic. Higher Education Studies, 10(3), 16-25. doi:10.5539/hes.v10n3p16
  3. Alipour, J., Falck, O., & Schüller, S. (2020). Germany's capacities to work from home. CESifo Working Paper, 8227, 21.
  4. Allen, T. D., Golden, T. D., & Shockley, K. M. (2015). How Effective Is Telecommuting? Assessing the Status of Our Scientific Findings. Psychological Science in the Public Interest, 16(2), 40-68. doi:10.1177/1529100615593273
  5. Ananga, P., & Biney, I. (2017). Comparing Face-To-Face and Online Teaching and Learning in Higher Education . MIER Journal of Educational Studies, Trends & Practices, 7(2), 165-179.
  6. Bailey , D., & Lee, A. R. (2020). Learning from Experience in the Midst of COVID-19: Benefits,Challenges, and Strategies in Online Teaching. Computer-Assisted Language Learning Electronic Journal, 21(2), 178-198.
  7. Balyer, A., & Oz, O. (2018). Academicians Views on Digital Transformation in Education . International Online Journal of Education and Teaching (IOJET), 5(4), 809-830. doi:http://iojet.org/index.php/IOJET/article/view/441/295
  8. Bao, W. (2020). COVID 19 and Online Teaching in higher education: A Case Study of Peking University. Hum Beh and Emerg Tec, 5, 113-115. doi:https://doi.org/10.1002/hbe2.191
  9. Bawane, J., & Spector, J. (2009). Prioritization of online instructor roles:Implications forcompetency based teacher education programs. . Distance Edu, 30, 383-397.
  10. Belzunegui-Eraso, A., & Erro-Garcés, A. (2020). Teleworking in the Context of the Covid-19 Crisis. Sustainability, 12(9), 1-18. doi:https://doi.org/10.3390/su12093662
  11. Bensaid, B., & Brahimi, T. (2020). Copping with Covid-19: Higher Education in the GCC Region. Athens: Research and Innovation Forum(rii forum).
  12. Bick, A., Blandin, A., & Mertnes, K. (2020). Work from home after Covid-19 outbreak. CEPR Discussion Paper, DP 15000.
  13. Bozkurt, A. (2019). From Distance Education to Open and Distance Learning: A Holistic Evaluation of History, Definitions and Theories. In S. Sisman-Ugur, & G. Kurubacak (Eds.), Handbook of Research on Learning in the Age of Transhumanism. Hershey, PA: IGI Global. doi:10.4018/978-1-5225-8431-5.ch016
  14. Bryan, A., & Volchenkova, K. N. (2016). Blended Learning: Definition, Models, Implications for Higher Education. Bulletin of the South Ural State University. Ser. Educational Sciences, 8(2), 24-30. doi:10.14529/ped160204
  15. Buitendijk, S., Ward, H., Shimshon, G., Sam, A., Sharma, D., & Harris, M. (2020). COVID-19: an opportunity to rethink global cooperation in higher education and research . BMJ Global Health , 5(e002790), 1-3. doi::10.1136/
  16. Burke, A. S., & Fedorek, B. (2017). Does “flipping” promote engagement?: A comparison of a traditional, online, and flipped class. Actie Learning in Higher Education, 18(1), 11-24.
  17. Butler, J. L., & Jaffe, S. (2020). Challenges and Gratitude : A diary study of software Engineer Working from home during Covid-19 pandemic. Microsoft.com.
  18. Buzzetto-Hollywood, N. (Ed.). (2007). Principles of Effective Online Teaching. California: Informing Science Press.
  19. Christensen, R., & Knezek, G. (2018). Readiness for integrating mobile learning in the classroom: Challenges, preferences and possibilities. Computers in Human Behavior, 78, 379-388.
  20. Crawford, J., Butler, K., Rudolph, J., Malkawi, B., Glowatz, I., Burton, R., . . . Lam, S. (2020). COVID-19: 20 countries’ higher education intra-period digital pedagogy responses. Journal of Applied Learning & Teaching, 3(1). doi:https://doi.org/10.37074/jalt.2020.3.1.7
  21. Croft, N., Dalton, A., & Grant, M. (2015). Overcoming Isolation in Distance Learning:Building a Learning Community through Time and. Journal of Education in the Built Environment, 5(1), 27-64. doi:10.11120/jebe.2010.05010027
  22. Daniel, S. J. (2020). Education and the COVID-19 pandemic. Prospects. doi:https://doi.org/10.1007/s11125-020-09464-3
  23. Da-Wan, C. (2020, June). An Unexpected Disruption to Teaching and Learning. (L. H. Yeong, Ed.) How is COVID-19 impacting Higher Education(08).
  24. Dhawan, S. (2020). Online Learning:A Panacea in the Time of COVID-19 Crisi. Journal of Educational Technology, 49(1), 5-22. doi:https://doi.org/10.1177/0047239520934018
  25. Dziuban, C., Graham, C., Moskal, P., Norberg, A., & Sicilia, N. (2018). Blended learning: the new normal and emerging technologies. International Journal of Educational Technology in Higher Education, 15(3), 2018. doi:10.1186/s41239-017-0087-5
  26. Frazer, C., Sullivan, D. H., Weatherspoon, D., & Hussey, L. (2017). Faculty Perceptions of Online Teaching Effectiveness and Indicators of Quality. Nursing Research and Practice, 1-6. doi:https://doi.org/10.1155/2017/9374189
  27. Gares, S. L., Kariuki, J. K., & Rempel, B. P. (2020). Community Matters: Student–Instructor Relationships Foster Student Motivation and Engagement in an Emergency Remote Teaching Environment. Journal of Chemical Education.
  28. Gillette-Swan, J. (2017). The Challenges of Online Learning Supporting and Engaging the Isolated Learner. Journal of Learning Design, 10(1), 20-30.
  29. Girdharan, B. (2020). Engaging with Students and Faculties Online in the Era of the Corona Virus Pandemic: A Higher Education Perspective. Journal of Humanities and Social Sciences Research, 2((S)), 103-110.
  30. Gorska, D. (2016). E-Learning in Higher Education . The Person and the Challenges, 6(2), 35-43. doi:http://dx.doi.org/10.15633/pch.1868
  31. Harnett, M. (2016). The Importance of Motivation in Online Learning. Singapore: Springer. doi:https://doi.org/10.1007/978-981-10-0700-2_2
  32. Harris, H., & Martin, E. W. (2011). International Journal for the Scholarship of Teaching and Learning, 6(2, Article(11)), 1-8.
  33. Hosmer, D. W., Lemeshow, S. A., & Sturdivant., R. X. (2013). Applied Logistic Regression. (3rd ed. ed.). Hoboken, NJ: : Wiley.
  34. Jena, P. (2020). Impact of Covid-19 on higher education in India. International Journal of Advanced Education and Research, 5(3), 77-81.
  35. Jones, E. (2017). One size fits all? Multiple intelligences and legal education. Law Teacher, 51(1), 56-68. doi:https://doi.org/10.1080/03069400.2015.1082238
  36. Kebritchi, M., Lipschuetz, A., & Santiague, L. (2017). Issues and Challenges for Teaching Successful Online Courses in Higher Education: A Literature Review. Journal of Educational Technology, 46(1), 4-29. doi:https://doi.org/10.1177/0047239516661713
  37. Keis, O., Grab, C., Schneider, A., & Öchsner, W. (2017). Online or face-to-face instruction? A qualitative study on the electrocardiogramcourse at the University of Ulm to examine why students choose a particular format. BMC Medical Education, 17(194). doi:10.1186/s12909-017-1053-6
  38. Khati, K., & Bhatta, R. K. (2020). Challenges of Online Education during COVID-19. International Journal of Entrepreneurship and Economic Issues, 4(1), 45-49.
  39. Kim, H. J., Hong, A. J., & Song, H.-D. (2019). The roles of academic engagement and digital readiness in student's achievements in university e-learning environment. International Journal of Educational Technology in Higher Education, 16(21). doi:https://doi.org/10.1186/s41239-019-0152-3
  40. Leontyeva , I. (2018). Modern Distance Learning Technologies in Higher Education: Introduction Problems. EURASIA Journal of Mathematics, Science and Technology Education, 14(10), 1-8. doi:https://doi.org/10.29333/ejmste/92284
  41. Lippe , T., & Lippényi, Z. (2019). Co‐workers working from home and individual and team performance. New Technology, Work and Employment, 35(1), 60-70.
  42. Mehić, A., & Hadžić, N. (2020). Online Teaching-Teaching of the Future. Acta geographica Bosniae et Herzegovinae, 7(13), 75-90.
  43. Murphy, M. P. (2020). COVID-19 and emergency eLearning: Consequences of the securitization of higher education for postpandemic pedagogy. Contemporary Security Policy, 41(3), 492-505. doi:10.1080/13523260.2020.1761749
  44. Nakrošiene, A., Buciuniene, I., & Goštautaitė, B. (2019). Working from home: characteristics and outcomes of telework. International Journal of Power. doi:10.1108/IJM-07-2017-0172
  45. Ní Shé, C., Farrell, O., Brunton, J., Costello, E., Donlon, E., Trevaskis, S., & Eccles, S. (2019). Teaching online is different:Critical Perspectives from the Literature . Dublin: Dublin City University . doi:10.5281/zenodo.3479402
  46. Onyema, E. M., Eucheria, N. C., Obafemi, F. A., Sen, S., Atonye, F. G., Sharma, A., & Alsayed, A. O. (2020). Impact of Coronavirus Pandemic on Education . Journal of Education and Practice , 11(13), 108-120. doi:https://doi.org/10.7176/JEP
  47. Panichkina, M. V., Sinyavskaya, I. A., & Shestova, E. V. (2018). Challenges of Professional Adaptation of University Graduates in Response to the Economics’ Digital Transformation. 2018 XVII Russian Scientific and Practical Conference on Planning and Teaching Engineering Staff for the Industrial and Economic Complex of the Region (PTES), 44-46.
  48. Parkes, M., Stein, S., & Reading, C. (2014). Student preparedness for university e-learning environments. The Internet and Higher Education, 25, 1-16. doi:10.1016/j.iheduc.2014.10.002
  49. Purwanto, A., Asbari, M., Fahlevi, M., Mufid, A., Agistiawati, E., Cahyono, Y., & Suryani, P. (2020). International Journal of Advanced Science and Technology. Impact of Work From Home (WFH) on Indonesian Teachers Performance During the Covid-19 Pandemic; An Exploratory Study, 29(5), 6235 – 6244.
  50. Quattrone, F., Borghini, A., Emdin, M., & Nuti, S. (2020). Protecting higher education institutions from COVID-19: insights. Journal of American College Health Journal. doi:https://doi.org/10.1080/07448481.2020.1791885
  51. Rao , C. R., & Sreekanth, D. V. (2020). Supply Chain Disruption Due to Covid_19. Industrial Engineering Journal, 13(5), 1-8.
  52. Rogers, C. (2011). Engaging Students in Online Classes with Wimba: A Preliminary Study. (pp. 142-147). Atlanta: Southern Association for Information Systems.
  53. Saiyad, S., Virk, A., Mahajan, R., & Singh, T. (2020). Online Teaching in Medical Training: Establishing Good Online Teaching. International Journal of Applied and Basic Medical Research, 10, 149-155.
  54. Salceanu, C. (2020). Higher Education Challenges During COVID 19. Revista Universitară de Sociologie, Year XVI(1), 104-114.
  55. Savic, D. (2020). COVID-19 and Work from Home: Digital Transformation of the Workforce. The Grey Journal, 16(2), 101-104.
  56. Shareena, P., & Mahammad, S. (2020). Work from Home During Covid 19: Employees Perception and Experiences. Global Journal of Research Analysis, 9(5), 1-3.
  57. Stadtlander, L., Sickel, A., La Civita, L., & Giles, M. (2017). Home as Workplace: A Qualitative Case Study of Online. Journal of Educational Research and Practice, 7(1), 45-59. doi:10.5590/JERAP.2017.07.1.04
  58. Steel , C. (2010). Teaching Online: Issues and Challenges for On-Campus and Distance Instruction [online]. In Cantwell, H. Robert, Scevak, & Jill (Eds.), An Academic Life: A Handbook for New Academicians (pp. 83-96). Acer Press.
  59. Wall, J., Ahmed, V., & Smit, D. (2006). Issues in addressing the lifelong learning needsof construction professionals using technology facilitated learning – Experiences from. 1(2), pp. 57-69. HongKong City: CIBW89 - International Conference.
  60. Young, S. (2006). The Student Views of Effective Online Teaching in Higher Education. The American Journal of Distance Education, 20(2), 65-77.
  61. Young, S., & Bruce, M. A. (2011). Classroom Community and Student Engagement in Online Courses. MERLOT Journal of Online Learning and Teaching, 7(2), 219-230.
  62. Zhu, X., & Liu, J. (2020). Education in and After Covid-19: Immediate Responses and Long-Term Visions. Postdigital Science and Education, https://doi.org/10.1007/s42438-020-00126-3.