Investigating students' intention to utilize an e-learning platform in an aviation institution during the COVID-19 pandemic.
Aviation College is a higher education institution that shifted to e-Learning as the education platform during the COVID-19 Pandemic. This shift has posed challenges, especially in developing countries like the Philippines. This study aims to evaluate students' intentions toward using an e-lear...
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| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2024-01-01
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| Series: | PLoS ONE |
| Online Access: | https://doi.org/10.1371/journal.pone.0308180 |
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| _version_ | 1841555547663368192 |
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| author | Anthony Vicente M Belo Yogi Tri Prasetyo Ralph Andre C Roque Omar Paolo Benito Maela Madel L Cahigas Ma Janice J Gumasing Rianina D Borres Reny Nadlifatin |
| author_facet | Anthony Vicente M Belo Yogi Tri Prasetyo Ralph Andre C Roque Omar Paolo Benito Maela Madel L Cahigas Ma Janice J Gumasing Rianina D Borres Reny Nadlifatin |
| author_sort | Anthony Vicente M Belo |
| collection | DOAJ |
| description | Aviation College is a higher education institution that shifted to e-Learning as the education platform during the COVID-19 Pandemic. This shift has posed challenges, especially in developing countries like the Philippines. This study aims to evaluate students' intentions toward using an e-learning platform at a collegiate aviation institution during the pandemic by employing an integrated extended Technology Acceptance Model (TAM) and Seddon's Information System (IS) Success Model. The study involved 503 college students who completed an online questionnaire with 48 items representing 12 constructs. Structural Equation Modeling (SEM) was utilized to analyze the relationships between variables under extended TAM and IS Success Model. The findings revealed that attitude toward use had the strongest influence on behavioral intention, followed by perceived playfulness. Learning outcomes significantly impacted perceived usefulness, along with information quality, perceived ease of use, and system quality. Additionally, learning outcomes had the greatest effect on user satisfaction, followed by perceived usefulness, information quality, and system quality. Perceived usefulness had a more substantial impact on attitude toward use than perceived ease of use. Regarding perceived ease of use, system quality was the most influential factor, followed by computer self-efficacy and course design. The proposed framework enhances understanding of the relationship between technology adoption theory and the IS success model. The study's findings can help policymakers, software developers, and educators improve the e-learning process and maintain the quality of education. |
| format | Article |
| id | doaj-art-185add4bbcc649ecb2000ffe1cbb129b |
| institution | Kabale University |
| issn | 1932-6203 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj-art-185add4bbcc649ecb2000ffe1cbb129b2025-01-08T05:32:08ZengPublic Library of Science (PLoS)PLoS ONE1932-62032024-01-011912e030818010.1371/journal.pone.0308180Investigating students' intention to utilize an e-learning platform in an aviation institution during the COVID-19 pandemic.Anthony Vicente M BeloYogi Tri PrasetyoRalph Andre C RoqueOmar Paolo BenitoMaela Madel L CahigasMa Janice J GumasingRianina D BorresReny NadlifatinAviation College is a higher education institution that shifted to e-Learning as the education platform during the COVID-19 Pandemic. This shift has posed challenges, especially in developing countries like the Philippines. This study aims to evaluate students' intentions toward using an e-learning platform at a collegiate aviation institution during the pandemic by employing an integrated extended Technology Acceptance Model (TAM) and Seddon's Information System (IS) Success Model. The study involved 503 college students who completed an online questionnaire with 48 items representing 12 constructs. Structural Equation Modeling (SEM) was utilized to analyze the relationships between variables under extended TAM and IS Success Model. The findings revealed that attitude toward use had the strongest influence on behavioral intention, followed by perceived playfulness. Learning outcomes significantly impacted perceived usefulness, along with information quality, perceived ease of use, and system quality. Additionally, learning outcomes had the greatest effect on user satisfaction, followed by perceived usefulness, information quality, and system quality. Perceived usefulness had a more substantial impact on attitude toward use than perceived ease of use. Regarding perceived ease of use, system quality was the most influential factor, followed by computer self-efficacy and course design. The proposed framework enhances understanding of the relationship between technology adoption theory and the IS success model. The study's findings can help policymakers, software developers, and educators improve the e-learning process and maintain the quality of education.https://doi.org/10.1371/journal.pone.0308180 |
| spellingShingle | Anthony Vicente M Belo Yogi Tri Prasetyo Ralph Andre C Roque Omar Paolo Benito Maela Madel L Cahigas Ma Janice J Gumasing Rianina D Borres Reny Nadlifatin Investigating students' intention to utilize an e-learning platform in an aviation institution during the COVID-19 pandemic. PLoS ONE |
| title | Investigating students' intention to utilize an e-learning platform in an aviation institution during the COVID-19 pandemic. |
| title_full | Investigating students' intention to utilize an e-learning platform in an aviation institution during the COVID-19 pandemic. |
| title_fullStr | Investigating students' intention to utilize an e-learning platform in an aviation institution during the COVID-19 pandemic. |
| title_full_unstemmed | Investigating students' intention to utilize an e-learning platform in an aviation institution during the COVID-19 pandemic. |
| title_short | Investigating students' intention to utilize an e-learning platform in an aviation institution during the COVID-19 pandemic. |
| title_sort | investigating students intention to utilize an e learning platform in an aviation institution during the covid 19 pandemic |
| url | https://doi.org/10.1371/journal.pone.0308180 |
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