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Adoption of online proctored examinations by university students during COVID-19: Innovation diffusion study
COVID-19 global pandemic pushed a large number of higher educational institutions to use Online Proctored Exams (OPE) because of government-imposed lockdowns. Treating OPE as an educational technology innovation, we apply the diffusion of innovation theory in predicting factors affecting its adoptio...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8166363/ https://www.ncbi.nlm.nih.gov/pubmed/34093065 http://dx.doi.org/10.1007/s10639-021-10581-5 |
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author | Raman, Raghu B, Sairam G, Veena Vachharajani, Hardik Nedungadi, Prema |
author_facet | Raman, Raghu B, Sairam G, Veena Vachharajani, Hardik Nedungadi, Prema |
author_sort | Raman, Raghu |
collection | PubMed |
description | COVID-19 global pandemic pushed a large number of higher educational institutions to use Online Proctored Exams (OPE) because of government-imposed lockdowns. Treating OPE as an educational technology innovation, we apply the diffusion of innovation theory in predicting factors affecting its adoption by university students which we believe is the first of its kind research study. The study presented here reviews OPE, its types, architecture, challenges, and prospects and then focuses on the student adoption experience at a large, multi-campus higher educational institution. We have used the fine-grained Aspect Level Sentiment Analysis to check the university students’ attitudes towards the Online Proctored Exams. We then used linguistic features to extract the aspect terms present in the feedback comments which showed that 55% of university students having a positive attitude towards OPE. Results of our study show that innovation characteristics such as relative advantage, compatibility, ease of use, trialability, and observability were found to be positively related to acceptance of OPE. |
format | Online Article Text |
id | pubmed-8166363 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-81663632021-06-01 Adoption of online proctored examinations by university students during COVID-19: Innovation diffusion study Raman, Raghu B, Sairam G, Veena Vachharajani, Hardik Nedungadi, Prema Educ Inf Technol (Dordr) Article COVID-19 global pandemic pushed a large number of higher educational institutions to use Online Proctored Exams (OPE) because of government-imposed lockdowns. Treating OPE as an educational technology innovation, we apply the diffusion of innovation theory in predicting factors affecting its adoption by university students which we believe is the first of its kind research study. The study presented here reviews OPE, its types, architecture, challenges, and prospects and then focuses on the student adoption experience at a large, multi-campus higher educational institution. We have used the fine-grained Aspect Level Sentiment Analysis to check the university students’ attitudes towards the Online Proctored Exams. We then used linguistic features to extract the aspect terms present in the feedback comments which showed that 55% of university students having a positive attitude towards OPE. Results of our study show that innovation characteristics such as relative advantage, compatibility, ease of use, trialability, and observability were found to be positively related to acceptance of OPE. Springer US 2021-05-31 2021 /pmc/articles/PMC8166363/ /pubmed/34093065 http://dx.doi.org/10.1007/s10639-021-10581-5 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Raman, Raghu B, Sairam G, Veena Vachharajani, Hardik Nedungadi, Prema Adoption of online proctored examinations by university students during COVID-19: Innovation diffusion study |
title | Adoption of online proctored examinations by university students during COVID-19: Innovation diffusion study |
title_full | Adoption of online proctored examinations by university students during COVID-19: Innovation diffusion study |
title_fullStr | Adoption of online proctored examinations by university students during COVID-19: Innovation diffusion study |
title_full_unstemmed | Adoption of online proctored examinations by university students during COVID-19: Innovation diffusion study |
title_short | Adoption of online proctored examinations by university students during COVID-19: Innovation diffusion study |
title_sort | adoption of online proctored examinations by university students during covid-19: innovation diffusion study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8166363/ https://www.ncbi.nlm.nih.gov/pubmed/34093065 http://dx.doi.org/10.1007/s10639-021-10581-5 |
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