COVID-19 and Emergency Remote Learning and Teaching: A Mixed Methods Analysis of the Mental Well-Being of Academics at a Higher Education Institution in South Africa
Abstract
The purpose of this study was to investigate how academics at a South African higher education institution (HEI) adapted to emergency remote learning during the COVID–19 pandemic and how it affected their mental well–being. Using a concurrent mixed methods equal status design, an online survey was completed by 248 academics, which included demographic data, the 12–item General Health Questionnaire (GHQ–12) to measure mental well–being, and open–ended questions. Slightly more than one half of academics (54.1 per cent) reported losing much sleep and 81.4 per cent reported that they were under stress. Further, 28.6 per cent of participants had feelings of being unhappy or depressed and 31.1 per cent reported losing confidence. Almost one third of academics (31.9 per cent) had GHQ–12 threshold scores above 3 that is indicative of a mental health problem. A principal components analysis yielded two sub–scales: Perceived Mental Health (distress/anxiety) and Adaptive Behaviours (social function). In our study, being a woman, permanently employed, not having children, and being a lecturer were associated with lower perceived mental health; also, being permanently employed and living alone were associated with lower adaptive behaviours. In the context of ongoing online learning pedagogies and working from home, the mental well–being of academics in HEIs should be effectively supported, with differentiated/tailored/personalised approaches.
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Achour, Meguellati, Dahmane Souici, Benaouda Bensaid, Nurulhuda B. A. Zaki, and Ameen A. A. Alnahari, 2021. “Coping with anxiety during the COVID–19 pandemic: A case study of academics in the Muslim world.” Journal of Religion and Health 60, no. 6: 4579-4599. https://doi.org/10.1007/s10943-021-01422-3.
Alfawaz, Hanan A., Kaiser Wani, Abdulaziz A. Aljumah, Dara Aldisi, Mohammed G. A. Ansari, Sobhy M. Yakout, Shaun Sabico, and Nasser M. Al–Daghri. 2021. “Psychological well–being during COVID–19 lockdown: Insights from a Saudi State University’s Academic Community.” Journal of King Saud University – Science 33, no. 1. https://doi.org/10.1016/j.jksus.2020.101262.
Anjara, Sabrina G., Chiara Bonetto, Tine Van Bortel, and Carol Brayne. 2020. “Using the GHQ–12 to screen for mental health problems among primary care patients: Psychometrics and practical considerations.” International Journal of Mental Health Systems 14, no. 1: 62. https://doi.org/10.1186/s13033-020-00397-0.
Bartlett, Michael J., Feyza N. Arslan, Adriana Bankston, and Sarvenaz Sarabipour. 2021. “Ten simple rules to improve academic work–life balance.” PLoS computational biology 17, no. 7, e1009124. https://doi.org/10.1371/journal.pcbi.1009124.
Cattell, Raymond B.. 1966. “The scree test for the number of factors.” Multivariate Behavioral Research 1, no. 2: 245-276. https://doi.org/10.1207/s15327906mbr0102_10.
Dean, Bonnie A., and Matthew Campbell. 2020. “Reshaping work–integrated learning in a post–COVID–19 world of work.” International Journal of Work–Integrated Learning 21, no. 4: 356–364.
Dinu, Larisa M., Eleanor J. Dommett, Ardic Baykoca, Kosha J. Mehta, Sally Everett, Juliet L. H. Foster, and Nicola C. Byrom. 2021. “A case study investigating mental wellbeing of university academics during the COVID–19 pandemic.” Education Sciences 11, no. 11: 702. https://doi.org/10.3390/educsci11110702.
Djajadikerta, Hadrian G., Terri Trireksani, Tricia Ong, Saiyidi M. Roni, Soheil Kazemian, Junru Zhang, Abd H. M. Noor et al. 2021. “Australian, Malaysian and Indonesian accounting academics' teaching experiences during the COVID–19 pandemic.” The Australasian Accounting Business and Finance Journal 15, no. 2: 103–113. https://ro.uow.edu.au/cgi/viewcontent.cgi?article=2206&context=aabfj.
Du Plessis, Marieta, Carel D. Jansen van Vuuren, Abigail Simons, José Frantz, Nicolette Roman, and Michelle Andipatin. 2022. “South African higher education institutions at the beginning of the Covid–19 pandemic: Sense–making and lessons learnt.” Frontiers in Education 6: 1–17 (Article 740016). https://doi:10.3389/feduc.2021.740016
Field, Andy. 2018. Discovering statistics using SPSS (5th ed.). California: Sage.
Fisher, Rory A.. 1922. “On the interpretation of χ2 from contingency tables, and the calculation of P.” Journal of the Royal Statistical Society 85, no. 1: 87–94. https://doi.org/10.2307/2340521. JSTOR 2340521.
Fisher, Rory A.. 1954. Statistical methods for research workers. Edinburgh and London: Oliver and Boyd.
Geertz, Clifford. 1973. “Thick description toward an interpretive theory of culture.” In The interpretation of cultures, edited by Clifford Geertz, 3–30. New York: Basic Books.
Glaser, Barney G.. 1965. “The constant comparative method of qualitative analysis.” Social Problems 12, no. 4: 436–445. https://doi.org/10.1525/sp.1965.12.4.03a00070
Goldberg, David P. and Valerie F. Hillier. 1979. “A scaled version of the General Health Questionnaire.” Psychological Medicine 9, no. 1: 139–145. https://doi.org/10.1017/S0033291700021644.
Goode, W. J. 1960. “A theory of role strain.” American Sociological Review, 25, 483–496. https://doi.org/10.2307/2092933
Hitchcock, John H., and Anthony J. Onwuegbuzie. 2022. “The Routledge Handbook for Advancing Integration in Mixed Methods Research: An introduction.” In Routledge handbook for advancing integration in mixed methods research, edited by John H. Hitchcock and Anthony J. Onwuegbuzie, 3–27. Oxfordshire: Routledge.
Hutcheson, Graeme D., and Nick Sofroniou. 1999. The multivariate social scientist: Introductory statistics using generalized linear models. California: Sage.
Idris, Fazean, Ihsan N. Zulkipli, Khadizah H. Abdul–Mumin, Siti R. Ahmad, Shahid Mitha, Hanif Abdul Rahman, Rajan Rajabalaya, Sheba R. David, and Lin Naing. 2021. “Academic experiences, physical and mental health impact of COVID–19 pandemic on students and lecturers in health care education.” BMC Medical Education 21: 542. https://doi.org/10.1186/s12909-021-02968-2.
Iwu, Chux G., Obianuju E. Okeke–Uzodike, Emem Anwana, Charmaine H. Iwu, and Emmanuel E. Esambe. 2022. “Experiences of academics working from home during COVID–19: A qualitative view from selected South African universities.” Challenges 13, no. 16. https://doi.org/10.3390/challe13010016.
Jensen, Trine, Giorgio Marinoni, and Hilligje van’t Land. 2022. Higher education one year into the COVID–19 pandemic. Second IAU Global Survey Report.
Karasek, R. A., and Theorell, T. 1990. “Healthy work: Stress, productivity, and the
reconstruction of working life.” New York, NY: Basic Books.
Kaiser, Henry F.. 1958. “The varimax criterion for analytic rotation in factor analysis.”
Psychometrika 23: 187–200. https://doi.org/10.1007/BF02289233.
Kasymova, Salima, Jean M. S. Place, Deborah L. Billings, and Jesus D. Aldape. 2021. “Impacts of the COVID–19 pandemic on the productivity of academics who mother.” Gender Work Organ 28, no. S2: 419–433. https://doi.org/10.1111/gwao.12699.
Kieffer, Kevin M.. 1999. “An introductory primer on the appropriate use of exploratory and confirmatory factor analysis.” Research in the Schools 6, no. 2: 75–92.
Krejcie, Robert V., and Daryle W. Morgan. 1970. “Determining sample size for research activities.” Educational and Psychological Measurement 30: 607–610. https://doi.org/10.1177/001316447003000308.
Leech, Nancy L., and Anthony J. Onwuegbuzie. 2007. “An array of qualitative data analysis tools: A call for qualitative data analysis triangulation.” School Psychology Quarterly 22: 557–584. https://doi.org/10.1037/1045–3830.22.4.557.
Leech, Nancy L., and Anthony J. Onwuegbuzie. 2008. “Qualitative data analysis: A compendium of techniques and a framework for selection for school psychology research and beyond.” School Psychology Quarterly 23: 587–604. https://doi.org/10.1037/1045-3830.23.4.587.
Leech, Nancy L., and Anthony J. Onwuegbuzie. 2009. “A typology of mixed methods research designs.” Quality & Quantity: International Journal of Methodology 43, no. 2: 265–275. https://doi.org/10.1007/s11135-007-9105-3.
Miles, Matthew B., and A. Michael Huberman. 1994. Qualitative data analysis: An expanded sourcebook (2nd ed.). California: Sage.
Mulisa, F. 2019. “Application of bioecological systems theory to higher education: Best evidence review.” Journal of Pedagogical Sociology and Psychology, 2019 – 1, no 2, 104–115. https://www.j-psp.com/article/application-of-bioecological-systems-theory-to-higher-education-best-evidence-review-6425#:~:text=Urie%20Bronfenbrenner's%20bioecological%20theory%20is,affected%20by%20manifold%20bioecological%20systems.
Naidoo-Chetty, Mineshree, and Marieta du Plessis. 2021. “Systematic Review of the Job Demands and Resources of Academic Staff within Higher Education Institutions.” International Journal of Higher Education 10, no. 3: 268–284. https://doi.org/10.5430/ijhe.v10n3p268.
Ojo, Emmanuel O., and Anthony J. Onwuegbuzie. 2020. “University life in an era of disruption of COVID–19: A meta–methods and multi–mixed methods research study of perceptions and attitudes of South African students.” International Journal of Multiple Research Approaches 12, no. 1: 4–19. https://doi.org/10.29034/ijmra.v12n1editorial2.
Onwuegbuzie, Anthony J.. 2017, March. Mixed methods is dead! Long live mixed methods! Invited keynote address presented at the Mixed Methods International Research Association Caribbean Conference at Montego Bay, Jamaica.
Onwuegbuzie, Anthony J.. 2022. “On quantitizing revisited.” International Journal of Multiple Research Approaches.
Onwuegbuzie, Anthony J., Sandra S. Abrams, and Elena Forzani. 2022. “The many SIDES of critical dialectical pluralism: A meta–philosophy—comprising a research philosophy, educational philosophy, and life philosophy—for addressing social justice, inclusion, diversity, and equity, and social responsibility.” International Journal of Multiple Research Approaches.
Onwuegbuzie, Anthony J., and Julie P. Combs. 2010. “Emergent data analysis techniques in mixed methods research: A synthesis.” In Sage handbook of mixed methods in social and behavioral research, Edited by Abbas Tashakkori and Charles Teddlie, 397–430). California: Sage.
Onwuegbuzie, Anthony J., and Rebecca K. Frels. 2013. “Introduction: Towards a new research philosophy for addressing social justice issues: Critical dialectical pluralism 1.0.” International Journal of Multiple Research Approaches 7: 9–26. https://doi.org/10.5172/mra.2013.7.1.9.
Onwuegbuzie, Anthony J., and John H. Hitchcock. 2019a. “Toward a fully integrated approach to mixed methods research via the 1 + 1 = 1 integration approach: Mixed Research 2.0.” International Journal of Multiple Research Approaches 11, no. 1: 7–28. http-s://doi.org/10.29034/ijmra.v11n1editorial2.
Onwuegbuzie, Anthony J., and John H. Hitchcock. 2019b. “Using mathematical formulae as proof for integrating mixed methods research and multiple methods research approaches: A call for multi-mixed methods and meta–methods in a mixed research 2.0 era.” International Journal of Multiple Research Approaches 11: 213–234. https://doi.org/10.29034/ijmra.v11n3editorial2
Onwuegbuzie, Anthony J., and John H. Hitchcock. 2022. “Towards a comprehensive meta–framework for full integration in mixed methods research.” In Routledge handbook for advancing integration in mixed methods research, edited by John H. Hitchcock and Anthony J. Onwuegbuzie, 565–606. Oxfordshire: Routledge.
Onwuegbuzie, Anthony J., John H. Hitchcock, Prathiba Natesan, and Isadore Newman. 2018. “Using fully integrated Bayesian thinking to address the 1 + 1 = 1 integration challenge.” International Journal of Multiple Research Approaches 10: 666–678. https://doi.org/10.29034/ijmra.v10n1a43.
Onwuegbuzie, Anthony J., and R. Burke Johnson. 2021. “Mapping the emerging landscape of mixed analysis.” In The Routledge reviewer’s guide to mixed methods analysis, edited by Anthony J. Onwuegbuzie and R. Burke Johnson, 1–22. Oxfordshire: Routledge.
Onwuegbuzie, Anthony J., and Emmanuel O. Ojo. 2021. “University students’ experiences of learning in an online environment in COVID–19 pandemic: A meta–methods research study of perceptions and attitudes of South African students.” Journal of Pedagogical Research 5, no. 4: 1–18. https://doi.org/10.33902/JPR.C.
Onwuegbuzie, Anthony J., Emmanuel O. Ojo, Annie Burger, Talitha Crowley, Samantha P. Adams, and Bryan T. Bergsteedt. 2020. “Challenges experienced by students at Stellenbosch University that hinder their ability successfully to learn online during the COVID–19 era: A demographic and spatial analysis.” International Journal of Multiple Research Approaches 12, no. 3: 240-281. https://doi.org/10.29034/ijmra.v12n3editorial2.
Penado Abilleira, Maria, María–Luisa Rodicio–García, María P. Ríos–de Deus, and Maria J. Mosquera–González. 2021. “Technostress in Spanish university teachers during the COVID–19 pandemic.” Frontiers in Psychology 12, 617650.
Plano Clark, Vicki L., and Manijeh Badiee. 2010. “Research questions in mixed methods research.” In SAGE handbook of mixed methods in social and behavioral research, edited by Abbas Tashakkori and Charles Teddlie, 275–304. California: Sage.
Ryle, Gilbert. 1949. Concept of the mind. London: Hutchinson and Company.
Ryle, Gilbert. 1971. Collected papers. Volume II collected essays, 1929–1968. London: Hutchinson.
Salimzadeh, Raheleh, Alenoush Saroyan, and Nathan C. Hall. 2017. “Examining the factors impacting academics’ psychological well–being: A review of research.” International Education Research 5, no. 1:13–44. http://dx.doi.org/10.12735/ier.v5n1p13.
Sandelowski, Margarete, Corrine I. Voils, and George Knafl. 2009. “On quantitizing.” Journal of Mixed Methods Research 3: 208–222. https://doi.org/10.1177/1558689809334210.
Shen, Panshuo, and Paul Slater. 2021. “The effect of occupational stress and coping strategies on mental health and emotional well–being among university academic staff during the COVID–19 outbreak.” International Education Studies 14: 82. https://doi.org/10.5539/ies.v14n3p82.
Singh, Jitendra, Keely Steele, and Lovely Singh. 2021. “Combining the best of online and face–to–face learning: Hybrid and blended learning approach for COVID–19, Post vaccine, and post–pandemic world.” Journal of Educational Technology Systems 50, no. 2: 140–171. https://doi.org/10.1177/00472395211047865.
Tashakkori, Abbas, and Charles Teddlie. 1998. Mixed methodology: Combining qualitative and quantitative approaches. Applied Social Research Methods Series. California: Sage.
Urbina‐Garcia, Angel. 2020. “What do we know about university academics' mental health? A systematic literature review.” Stress and Health 36, no. 5: 563–585. https://doi.org/10.1002/smi.2956.
Walters, Cyril, Linda Ronnie, Jonathan D. Jansen, and Samantha Kriger. 2021, September. “Academic guilt”: The impact of the pandemic–enforced lockdown on womens academic work.” Women's Studies International Forum 88: 102522. https://doi.org/10.1016/j.wsif.2021.102522.
Walters, Cyril, Graeme G. Mehl, Patricio Piraino, Jonathan D. Jansen, and Samantha Kriger. 2022. “The impact of the pandemic-enforced lockdown on the scholarly productivity of women academics in South Africa.” Research Policy 51, no. 1. https://doi.org/10.1016/j.respol.2021.104403.
World Health Organisation. 2022. “Mental health: Strengthening our response.” Accessed September 21, 2022. https://www.who.int/news-room/fact-sheets/detail/mental-health-strengthening-our-response.
Yildirim, T. Murat, and Hande Eslen–Ziya. 2020. “The differential impact of COVID–19 on the work conditions of women and men academics during the lockdown.” Gender Work Organ 28, no. S1: 243–249. https://doi.org/10.1111/gwao.12529.
Zwick, William R., and Wayne F. Velicer. 1982. “Factors influencing four rules for determining the number of components to retain.” Multivariate Behavioral Research 17: 253–269. https://doi.org/10.1207/s15327906mbr1702_5.
Zwick, William R., and Wayne F. Velicer. 1986. “Comparison of five rules for determining the number of components to retain.” Psychological Bulletin 99: 432–442. https://doi.org/10.1037//0033-2909.99.3.432.
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