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

Permata Nur Miftahur Rizki, Indria Handoko, Purba Purnama and Didi Rustam
Additional contact information
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

Sustainability, 2022, vol. 14, issue 7, 1-24

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.

Keywords: self-regulated learning; clickstream data; higher education; learning management system; Indonesia (search for similar items in EconPapers)
JEL-codes: O13 Q Q0 Q2 Q3 Q5 Q56 (search for similar items in EconPapers)
Date: 2022
References: View references in EconPapers View complete reference list from CitEc
Citations:

Downloads: (external link)
https://www.mdpi.com/2071-1050/14/7/4075/pdf (application/pdf)
https://www.mdpi.com/2071-1050/14/7/4075/ (text/html)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:gam:jsusta:v:14:y:2022:i:7:p:4075-:d:782776

Access Statistics for this article

Sustainability is currently edited by Ms. Alexandra Wu

More articles in Sustainability from MDPI
Bibliographic data for series maintained by MDPI Indexing Manager ().