TY - JOUR
T1 - The perceived usability of the learning management system during the COVID-19 pandemic
T2 - Integrating system usability scale, technology acceptance model, and task-technology fit
AU - Chuenyindee, Thanatorn
AU - Montenegro, Lorenzo Dones
AU - Ong, Ardvin Kester S.
AU - Prasetyo, Yogi Tri
AU - Nadlifatin, Reny
AU - Ayuwati, Irene Dyah
AU - Sittiwatethanasiri, Thaninrat
AU - Robas, Kirstien Paola E.
N1 - Publisher Copyright:
© 2022 - IOS Press. All rights reserved.
PY - 2022/7/22
Y1 - 2022/7/22
N2 - BACKGROUND: The education system has shifted from traditional to online during the COVID-19 pandemic. Thus, the Learning Management System (LMS) is one of the most important and comprehensive learning platforms that support and facilitate online learning during this pandemic. OBJECTIVE: This study explored the perceived system usability of LMS during the COVID-19 pandemic by utilizing Technology Acceptance Model (TAM), Task-Technology Fit (TTF), and System Usability Scale (SUS). METHODS: An online survey was utilized to collect data from 502 Filipino students from different academic institutions and different areas of study. RESULTS: Structural Equation Modeling (SEM) indicated that students' perceived ease of use of LMS had a significant effect on perceived usefulness which subsequently and positively led to students' perceived satisfaction of LMS. In addition, LMS technology characteristics was found to have a significant effect on LMS task-technology fit which subsequently led to perceived usefulness and perceived satisfaction. Interestingly, perceived satisfaction was found to have a significant effect on students' perceived system usability of LMS which was calculated using a System Usability Scale (SUS). CONCLUSION: The findings have implications within the education system globally, particularly in recognizing the relevance of LMS moving forward. Furthermore, since this is the first study that integrated SUS, TAM, and TTF, the conceptual framework can be utilized to evaluate the perceived usability of LMS worldwide.
AB - BACKGROUND: The education system has shifted from traditional to online during the COVID-19 pandemic. Thus, the Learning Management System (LMS) is one of the most important and comprehensive learning platforms that support and facilitate online learning during this pandemic. OBJECTIVE: This study explored the perceived system usability of LMS during the COVID-19 pandemic by utilizing Technology Acceptance Model (TAM), Task-Technology Fit (TTF), and System Usability Scale (SUS). METHODS: An online survey was utilized to collect data from 502 Filipino students from different academic institutions and different areas of study. RESULTS: Structural Equation Modeling (SEM) indicated that students' perceived ease of use of LMS had a significant effect on perceived usefulness which subsequently and positively led to students' perceived satisfaction of LMS. In addition, LMS technology characteristics was found to have a significant effect on LMS task-technology fit which subsequently led to perceived usefulness and perceived satisfaction. Interestingly, perceived satisfaction was found to have a significant effect on students' perceived system usability of LMS which was calculated using a System Usability Scale (SUS). CONCLUSION: The findings have implications within the education system globally, particularly in recognizing the relevance of LMS moving forward. Furthermore, since this is the first study that integrated SUS, TAM, and TTF, the conceptual framework can be utilized to evaluate the perceived usability of LMS worldwide.
KW - COVID-19
KW - learning management system
KW - online learning
KW - system usability.
UR - http://www.scopus.com/inward/record.url?scp=85137850246&partnerID=8YFLogxK
U2 - 10.3233/WOR-220015
DO - 10.3233/WOR-220015
M3 - Article
C2 - 35871387
AN - SCOPUS:85137850246
SN - 1051-9815
VL - 73
SP - 41
EP - 58
JO - Work
JF - Work
IS - 1
ER -