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How Micro-Lectures Improve Learning Satisfaction and Achievement: A Combination of ECM and Extension of TAM Models

Author

Listed:
  • Peijie Jiang

    (School of Mathematics and Statistics, Hunan Normal University, Changsha 410081, China
    These authors contributed equally to this work.)

  • Tommy Tanu Wijaya

    (School of Mathematical Sciences, Beijing Normal University, Beijing 100875, China
    These authors contributed equally to this work.)

  • Mailizar Mailizar

    (Mathematics Education Department, Universitas Syiah Kuala, Banda Aceh 23111, Indonesia)

  • Zulfah Zulfah

    (Fakultas Keguruan dan Ilmu Pendidikan, Universitas Pahlawan Tuanku Tambusai, Kampar 28412, Indonesia)

  • Astuti Astuti

    (Fakultas Keguruan dan Ilmu Pendidikan, Universitas Pahlawan Tuanku Tambusai, Kampar 28412, Indonesia)

Abstract

This study aimed to examine the potential of micro-lectures as effective technology-based learning media in mathematics. It proposed a hypothesis that using micro-lectures affects learning satisfaction and achievement in mathematics. Data were collected using a questionnaire developed from the acceptance model theory (TAM) and the extended Expectation Confirmation Model (ECM). Respondents comprised 233 students from six classes that used micro-lectures to learn mathematics for one semester at a public junior high school. The data were analyzed quantitatively using structural equation modeling assisted by SMART PLS 3.0 software. The results showed that perceived usefulness was the most significant factor in the learning achievement. Student attitude towards micro-lectures was the strongest positive factor in learning satisfaction. Furthermore, the proposed model explained 76.9% and 77.3% of the factors related to learning and satisfaction in using micro-lectures, respectively. It implies that micro-lectures affect learning satisfaction and achievement in mathematics. These results indicate that using micro-lectures in mathematics lessons increases learning satisfaction and achievement. They could assist schools, teachers, and local education ministries in planning, evaluating, and implementing micro-lectures in teaching and learning activities to improve education quality.

Suggested Citation

  • Peijie Jiang & Tommy Tanu Wijaya & Mailizar Mailizar & Zulfah Zulfah & Astuti Astuti, 2022. "How Micro-Lectures Improve Learning Satisfaction and Achievement: A Combination of ECM and Extension of TAM Models," Mathematics, MDPI, vol. 10(19), pages 1-19, September.
    • Handle: RePEc:gam:jmathe:v:10:y:2022:i:19:p:3430-:d:921090
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    References listed on IDEAS

    as
    1. Ali Mugahed Al-Rahmi & Waleed Mugahed Al-Rahmi & Uthman Alturki & Ahmed Aldraiweesh & Sultan Almutairy & Ahmad Samed Al-Adwan, 2021. "Exploring the Factors Affecting Mobile Learning for Sustainability in Higher Education," Sustainability, MDPI, vol. 13(14), pages 1-22, July.
    2. Zhou Lulin & Joseph Owusu-Marfo & Henry Asante Antwi & Maxwell Opuni Antwi & Xinglong Xu, 2020. "Nurses’ Readiness in the Adoption of Hospital Electronic Information Management Systems in Ghana: The Application of the Structural Equation Modeling and the UTAUT Model," SAGE Open, , vol. 10(2), pages 21582440209, June.
    3. Tianzhi Liao & Saizhao Tang & Yunsik Shim, 2022. "The Development of a Model to Predict Sports Participation among College Students in Central China," IJERPH, MDPI, vol. 19(3), pages 1-11, February.
    4. Abdulwahab Mujalli & Tehmina Khan & Ahmed Almgrashi, 2022. "University Accounting Students and Faculty Members Using the Blackboard Platform during COVID-19; Proposed Modification of the UTAUT Model and an Empirical Study," Sustainability, MDPI, vol. 14(4), pages 1-18, February.
    5. Julia Stössel & Rebecca Baumann & Elisabeth Wegner, 2021. "Predictors of Student Teachers’ ESD Implementation Intention and Their Implications for Improving Teacher Education," Sustainability, MDPI, vol. 13(16), pages 1-25, August.
    6. Ping-Chang Lee & Cheng-Ta Lin & Hsin-Hong Kang, 2016. "The influence of open innovative teaching approach toward student satisfaction: a case of Si-Men Primary School," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(2), pages 491-507, March.
    7. Maricar M. Navarro & Yogi Tri Prasetyo & Michael Nayat Young & Reny Nadlifatin & Anak Agung Ngurah Perwira Redi, 2021. "The Perceived Satisfaction in Utilizing Learning Management System among Engineering Students during the COVID-19 Pandemic: Integrating Task Technology Fit and Extended Technology Acceptance Model," Sustainability, MDPI, vol. 13(19), pages 1-18, September.
    8. Balakrishnan, Janarthanan & Abed, Salma S. & Jones, Paul, 2022. "The role of meta-UTAUT factors, perceived anthropomorphism, perceived intelligence, and social self-efficacy in chatbot-based services?," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    9. Quadri Noorulhasan Naveed & Mohammad Mahtab Alam & Nasser Tairan, 2020. "Structural Equation Modeling for Mobile Learning Acceptance by University Students: An Empirical Study," Sustainability, MDPI, vol. 12(20), pages 1-17, October.
    10. Tommy Tanu Wijaya & Yiming Cao & Robert Weinhandl & Eri Yusron & Zsolt Lavicza, 2022. "Applying the UTAUT Model to Understand Factors Affecting Micro-Lecture Usage by Mathematics Teachers in China," Mathematics, MDPI, vol. 10(7), pages 1-20, March.
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