Developing a COVID-19 impact assessment model for the education sector

dc.contributor.authorMachingura, Tinotenda
dc.contributor.authorMuyavu, Ashleigh Tatenda
dc.date.accessioned2025-07-02T09:08:33Z
dc.date.available2025-07-02T09:08:33Z
dc.date.issued2025-03
dc.description.abstractPURPOSE : This study aims to develop an impact assessment model that can be used by educational institutions to investigate the effect of Covid-19 on the performance of students and educators. DESIGN/METHODOLOGY/APPROACH : A systematic literature review was used to identify the models used to assess the impact of Covid-19 in the education sector. Most of these models used structural equation modelling (SEM), and hence, the developed conceptual model was based on SEM. The model was validated through a pilot study conducted in Zimbabwe’s education system. Questionnaires were sent to different educational institutions, and 69 responses were obtained, and they were analysed utilising SMART PLS 4. FINDINGS : The models in the literature are all different and hence create confusion in finding the best model to use. The authors developed a standard measurement model with lockdown, curfew, online learning and performance latent variables. The pilot study results indicated that curfew, lockdown and online learning affect performance. RESEARCH LIMITATIONS/IMPLICATIONS : The study focused on developing a measurement model for the education sector; however, this model cannot be used for other industries, such as manufacturing and agriculture, without further research. ORIGINALITY/VALUE : The models in the literature concentrated more on online learning. This study included lockdown and curfew, as they cannot be left out when examining the effects of Covid-19. This allows educational institutions to fully examine the impacts of Covid-19 on the performance of students and educators.
dc.description.departmentIndustrial and Systems Engineering
dc.description.librarianhj2025
dc.description.sdgSDG-04: Quality Education
dc.description.sdgSDG-03: Good health and well-being
dc.description.urihttps://www.emerald.com/insight/publication/issn/2976-9310
dc.identifier.citationMachingura, T. and Muyavu, A.T. (2025), "Developing a COVID-19 impact assessment model for the education sector", Quality Education for All, Vol. 2 No. 1, pp. 245-264. https://doi.org/10.1108/QEA-08-2024-0075.
dc.identifier.issn2976-9310
dc.identifier.other10.1108/QEA-08-2024-0075
dc.identifier.urihttp://hdl.handle.net/2263/103106
dc.language.isoen
dc.publisherEmerald
dc.rights© 2025, Tinotenda Machingura and Ashleigh Tatenda Muyavu. This article is published under the Creative Commons Attribution (CC BY 4.0) licence.
dc.subjectCOVID-19 pandemic
dc.subjectCoronavirus disease 2019 (COVID-19)
dc.subjectConceptual model
dc.subjectEducation system
dc.subjectOnline learning
dc.subjectLockdown curfew
dc.subjectStructural equation modelling (SEM)
dc.titleDeveloping a COVID-19 impact assessment model for the education sector
dc.typeArticle

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