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Determining Ergonomic Appraisal Factors Affecting the Learning Motivation and Academic Performance of Students during Online Classes

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  • Ma. Janice J. Gumasing

    (School of Industrial Engineering and Engineering Management, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines)

  • Francee Mae F. Castro

    (School of Industrial Engineering and Engineering Management, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines)

Abstract

Throughout the COVID-19 pandemic, students face intolerable mental and physical discomfort when taking online classes, directly impacting their learning motivation and academic performance. Related studies indicated that students had negative sentiments regarding online learning. This may be an alarming notion for students, particularly regarding their learning ability and participation in school. To overcome this nuisance, the primary objective of this study was to examine the factors affecting students’ learning motivation and academic performance during online learning using a novel framework of ergonomic appraisal. A total of 316 respondents answered the online questionnaire using a purposive sampling approach through social media platforms. Ergonomic-based indicators for physical, cognitive, and macro-ergonomics were analyzed simultaneously using partial least square structural equation modeling (PLS-SEM). The results showed that the design of the workstation, the use of LMS, access to technology, teaching delivery, temperature level, and visual learning style were found to significantly influence students’ learning motivation, which then impacts the student’s academic performance. Thus, it is essential for those who are facilitating distance learning to keep in mind the factors that could motivate the student. As a result, this paper becomes an avenue to help appropriately plan the course program to ensure its viability and productively engage the students since online learning is becoming increasingly necessary. Further, this article also provides recommendations and implications on assisting schools, educators, and students in aiding a student’s learning motivation and academic performance.

Suggested Citation

  • Ma. Janice J. Gumasing & Francee Mae F. Castro, 2023. "Determining Ergonomic Appraisal Factors Affecting the Learning Motivation and Academic Performance of Students during Online Classes," Sustainability, MDPI, vol. 15(3), pages 1-29, January.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:1970-:d:1041879
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    References listed on IDEAS

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    1. Uthman Alturki & Ahmed Aldraiweesh, 2021. "Application of Learning Management System (LMS) during the COVID-19 Pandemic: A Sustainable Acceptance Model of the Expansion Technology Approach," Sustainability, MDPI, vol. 13(19), pages 1-16, October.
    2. Yogi Tri Prasetyo & Ardvin Kester S. Ong & Giero Krissianne Frances Concepcion & Francheska Mikaela B. Navata & Raphael Andrei V. Robles & Isaiash Jeremy T. Tomagos & Michael Nayat Young & John Franci, 2021. "Determining Factors Affecting Acceptance of E-Learning Platforms during the COVID-19 Pandemic: Integrating Extended Technology Acceptance Model and DeLone & McLean IS Success Model," Sustainability, MDPI, vol. 13(15), pages 1-16, July.
    3. César Larrea-Araujo & José Ayala-Granja & Andrea Vinueza-Cabezas & Patricia Acosta-Vargas, 2021. "Ergonomic Risk Factors of Teleworking in Ecuador during the COVID-19 Pandemic: A Cross-Sectional Study," IJERPH, MDPI, vol. 18(10), pages 1-14, May.
    4. Nattakit Yuduang & Ardvin Kester S. Ong & Yogi Tri Prasetyo & Thanatorn Chuenyindee & Poonyawat Kusonwattana & Waranya Limpasart & Thaninrat Sittiwatethanasiri & Ma. Janice J. Gumasing & Josephine D. , 2022. "Factors Influencing the Perceived Effectiveness of COVID-19 Risk Assessment Mobile Application “MorChana” in Thailand: UTAUT2 Approach," IJERPH, MDPI, vol. 19(9), pages 1-19, May.
    5. S. Ong, Ardvin Kester & Prasetyo, Yogi Tri & Chuenyindee, Thanatorn & Young, Michael Nayat & Doma, Bonifacio T. & Caballes, Dennis G. & Centeno, Raffy S. & Morfe, Anthony S. & Bautista, Christine S., 2022. "Preference analysis on the online learning attributes among senior high school students during the COVID-19 pandemic: A conjoint analysis approach," Evaluation and Program Planning, Elsevier, vol. 92(C).
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