IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i7p4075-d782776.html
   My bibliography  Save this article

Promoting Self-Regulated Learning for Students in Underdeveloped Areas: The Case of Indonesia Nationwide Online-Learning Program

Author

Listed:
  • Permata Nur Miftahur Rizki

    (Department of Software Engineering, School of Applied STEM, Universitas Prasetiya Mulya, South Jakarta 12430, Indonesia)

  • Indria Handoko

    (School of Business and Economics, Universitas Prasetiya Mulya, South Jakarta 12430, Indonesia)

  • Purba Purnama

    (Department of Food Technology, School of Applied STEM, Universitas Prasetiya Mulya, South Jakarta 12430, Indonesia)

  • Didi Rustam

    (Informatics Department, Universitas Gunadharma, West Jakarta 11730, Indonesia)

Abstract

The COVID-19 pandemic has caused educators around the world to access online-learning systems. Applying the online system involves challenges, such as the students’ need to cope with changes in their learning process, where they must develop capabilities to manage their learning more independently. Self-Regulated Learning (SRL) is an approach considered to help us understand students’ ability to manage their learning strategies and achieve improved performance. This paper aims to investigate the SRL of Indonesian students in underdeveloped areas when using a learning management system (LMS), namely SPADA, initiated by the Indonesian government. This study employed the clickstream data (CSD) of SPADA to examine students’ SRL within the first nine months of its implementation. We also analyzed the correlation of certain activities in SPADA with the students’ SRL results. The findings suggest some positive indications of SPADA implementation, particularly in promoting the students’ SRL, either students in general or in the underdeveloped areas. Some improvements indeed still need to be made on the system, including in improving the platform architecture to gain a better measurement method on students’ SRL.

Suggested Citation

  • Permata Nur Miftahur Rizki & Indria Handoko & Purba Purnama & Didi Rustam, 2022. "Promoting Self-Regulated Learning for Students in Underdeveloped Areas: The Case of Indonesia Nationwide Online-Learning Program," Sustainability, MDPI, vol. 14(7), pages 1-24, March.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:7:p:4075-:d:782776
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/7/4075/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/7/4075/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Babatunde Adeyeye & Success Emmanuel Ojih & Damilola Bello & Evaristus Adesina & Darlynton Yartey & Charity Ben-Enukora & Queen Adeyeye, 2022. "Online Learning Platforms and Covenant University Students’ Academic Performance in Practical Related Courses during COVID-19 Pandemic," Sustainability, MDPI, vol. 14(2), pages 1-16, January.
    2. Louis Moustakas & Denise Robrade, 2022. "The Challenges and Realities of E-Learning during COVID-19: The Case of University Sport and Physical Education," Challenges, MDPI, vol. 13(1), pages 1-12, March.
    3. Eun-Jung Kim & Jinkyung Jenny Kim & Sang-Ho Han, 2021. "Understanding Student Acceptance of Online Learning Systems in Higher Education: Application of Social Psychology Theories with Consideration of User Innovativeness," Sustainability, MDPI, vol. 13(2), pages 1-14, January.
    4. Mahdi Mohammed Alamri, 2022. "Investigating Students’ Adoption of MOOCs during COVID-19 Pandemic: Students’ Academic Self-Efficacy, Learning Engagement, and Learning Persistence," Sustainability, MDPI, vol. 14(2), pages 1-15, January.
    5. Karla Soria-Barreto & Sofia Ruiz-Campo & Ahmad Samed Al-Adwan & Sergio Zuniga-Jara, 2021. "University Students Intention to Continue Using Online Learning Tools and Technologies: An International Comparison," Sustainability, MDPI, vol. 13(24), pages 1-23, December.
    6. Chealy Chet & Serey Sok & Veasna Sou, 2022. "The Antecedents and Consequences of Study Commitment to Online Learning at Higher Education Institutions (HEIs) in Cambodia," Sustainability, MDPI, vol. 14(6), pages 1-43, March.
    7. Jeya Amantha Kumar & Sharifah Osman & Mageswaran Sanmugam & Rasammal Rasappan, 2022. "Mobile Learning Acceptance Post Pandemic: A Behavioural Shift among Engineering Undergraduates," Sustainability, MDPI, vol. 14(6), pages 1-13, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jian-Hong Ye & Yi-Sang Lee & Chiung-Ling Wang & Weiguaju Nong & Jhen-Ni Ye & Yu Sun, 2023. "The Continuous Use Intention for the Online Learning of Chinese Vocational Students in the Post-Epidemic Era: The Extended Technology Acceptance Model and Expectation Confirmation Theory," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    2. Louis Moustakas & Lisa Kalina, 2022. "Learning Football for Good: The Development and Evaluation of the Football3 MOOC," Sustainability, MDPI, vol. 14(4), pages 1-15, February.
    3. Zhou-Bao Wei, 2023. "Analysis of Learning Obstacles for High-Performance Student Athletes in Chinese Universities During the COVID-19 Pandemic," International Journal of Higher Education, Sciedu Press, vol. 12(3), pages 1-80, June.
    4. Maura A. E. Pilotti & Khadija El Alaoui & Hanadi M. Abdelsalam & Rahat Khan, 2023. "Sustainable Development in Action: A Retrospective Case Study on Students’ Learning Before, During, and After the Pandemic," Sustainability, MDPI, vol. 15(9), pages 1-17, May.
    5. Habes, Mohammed & Elareshi, Mokhtar & Almansoori, Ahmed & Ziani, Abdulkrim & Alsridi, Hatem, 2022. "Smart interaction and social TV used by Jordanian University students," Technology in Society, Elsevier, vol. 71(C).
    6. Ahmad Samed Al-Adwan & Nour Awni Albelbisi & Omar Hujran & Waleed Mugahed Al-Rahmi & Ali Alkhalifah, 2021. "Developing a Holistic Success Model for Sustainable E-Learning: A Structural Equation Modeling Approach," Sustainability, MDPI, vol. 13(16), pages 1-25, August.
    7. Phanommas Bamrungsin & Buratin Khampirat, 2022. "Improving Professional Skills of Pre-Service Teachers Using Online Training: Applying Work-Integrated Learning Approaches through a Quasi-Experimental Study," Sustainability, MDPI, vol. 14(7), pages 1-17, April.
    8. Xin Huang & Hui Zhi, 2023. "Factors Influencing Students’ Continuance Usage Intention with Virtual Classroom during the COVID-19 Pandemic: An Empirical Study," Sustainability, MDPI, vol. 15(5), pages 1-13, March.
    9. Oana Tanculescu & Alina-Mihaela Apostu & Adrian Doloca & Sorina Mihaela Solomon & Diana Diaconu-Popa & Carmen Iulia Ciongradi & Raluca-Maria Vieriu & Ovidiu Aungurencei & Ana-Maria Fatu & Nicoleta Ioa, 2023. "Perception of Remote Learning by Fixed Prosthodontic Students at a Romanian Faculty of Dentistry," IJERPH, MDPI, vol. 20(4), pages 1-20, February.
    10. Jinkyung Jenny Kim & Yeohyun Yoon & Eun-Jung Kim, 2021. "A Comparison of Faculty and Student Acceptance Behavior toward Learning Management Systems," IJERPH, MDPI, vol. 18(16), pages 1-16, August.
    11. David Mutambara & Admire Chibisa, 2023. "An Analysis of Rural-Based Universities’ Faculty Members’ Satisfaction with E-Learning: The Case of Developing Countries," Sustainability, MDPI, vol. 15(12), pages 1-21, June.
    12. Halah Ahmed Alismail, 2023. "The Influence of the Information System Success Model and Theory of Planned Behavior on the Zoom Application Used by Elementary Education Teachers," Sustainability, MDPI, vol. 15(12), pages 1-21, June.
    13. Pelekelo P. Kabundula & Namakando Namushi, 2023. "Constraints and Prospects of Online Platforms in Higher Learning Institutions: The Case of Selected Private Universities in Lusaka District, Zambia," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(5), pages 85-94, May.
    14. Cristina Gavriluță & Costel Marian Dalban & Beatrice Gabriela Ioan, 2022. "Educational, Emotional, and Social Impact of the Emergency State of COVID-19 on Romanian University Students," IJERPH, MDPI, vol. 19(7), pages 1-20, March.
    15. Valentina Ndou & Gioconda Mele & Eglantina Hysa & Otilia Manta, 2022. "Exploiting Technology to Deal with the COVID-19 Challenges in Travel & Tourism: A Bibliometric Analysis," Sustainability, MDPI, vol. 14(10), pages 1-25, May.
    16. Qiuju Zhong & Ying Wang & Wu Lv & Jie Xu & Yichun Zhang, 2022. "Self-Regulation, Teaching Presence, and Social Presence: Predictors of Students’ Learning Engagement and Persistence in Blended Synchronous Learning," Sustainability, MDPI, vol. 14(9), pages 1-18, May.
    17. Dong-Shang Chang & Wei-De Wu, 2021. "Impact of the COVID-19 Pandemic on the Tourism Industry: Applying TRIZ and DEMATEL to Construct a Decision-Making Model," Sustainability, MDPI, vol. 13(14), pages 1-28, July.
    18. TaeJin Koh & Jeongmin Ahn, 2023. "The Effects of Student-Engaged Video Lectures on Motivation for Sustainable Flipped Learning," Sustainability, MDPI, vol. 15(5), pages 1-11, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:7:p:4075-:d:782776. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.