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

Purpose 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.

Authors

Institutions

Publication Details

Journal
Quality Education for All
Published
2025-03-26
DOI
https://doi.org/10.1108/qea-08-2024-0075
Primary Topic
Educational Innovations and Challenges
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Tinotenda Machingura, Ashleigh Tatenda Muyavu
Quality Education for All
Educational Innovations and Challenges
article

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

Tinotenda Machingura, Ashleigh Tatenda Muyavu
article en

Abstract

Purpose 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.

Quality Education for AllVol. 2(1)
National University of Science and Technology (ZW), University of Pretoria (ZA)
Openalex Percentile: Top 93%
Educational Innovations and Challenges
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Developing a COVID-19 impact assessment model for the education sector — Tinotenda Machingura, Ashleigh Tatenda Muyavu · Quality Education for All (2025) | TGRS Research Map | TGRS