SELF-REGULATED LEARNING AND DIGITAL LEARNING ENVIRONMENT: ITS’ EFFECT ON ACADEMIC ACHIEVEMENT DURING THE PANDEMIC

Nani Sutarni, Universitas Pendidikan Indonesia, Indonesia
M Arief Ramdhany, Universitas Pendidikan Indonesia, Indonesia
Achmad Hufad, Universitas Pendidikan Indonesia
Eri Kurniawan, Universitas Pendidikan Indonesia

Abstract


The unprecedented changes in the education sector due to the recent pandemic demand teachers and students to adapt to new ways of learning via online platforms. A plethora of latest research has investigated various topics such as online learning platforms, online learning materials, and teacher/student perceptions; however, little is known about the link between online learning and achievement. Occupying this lacuna, this study specifically sought to examine the relationship between self-regulated learning (SRL), the digital learning environment, and student’ academic achievement during the pandemic.  The population of this research was 1,800 students (freshmen, sophomore, junior, and senior class) enrolled for the Introduction to Management course at a state university in Bandung, Indonesia. Selected using a proportionate random sampling, 317 students participated as the respondents.  The data were collected through questionnaire surveys, while the Structural Equation Model (SEM) was employed to analyze the interrelationship among the construct variables.  The results of this study show that promoting SRL may affect the optimization of the digital learning environment and academic achievements.  Students with better self-regulated learning ability can somehow optimize their digital learning environment and be more progressive in terms of academic achievement.

Keywords


academic achievement; digital learning environment; pandemic; self-regulated learning.

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References


Aduba, D. E., & Mayowa-Adebara, O. (2020). Online platforms used for teaching and learning during the COVID-19 era: The case of LIS students in Delta State University, Abraka. International Information & Library Review, 1–36. https://doi.org/10.1080/10572317.2020.1869903.

Anthonysamy, L., & Choo, A. (2021). Investigating self-regulated learning strategies for digital learning relevancy. Malaysian Journal of Learning and Instruction, 18(1), 29–64. http://repo.uum.edu.my/id/eprint/27979.

Atmojo, S. E., Muhtarom, T., & Lukitoaji, B. D. (2020). The level of self-regulated learning and self-awareness in science learning in the covid-19 pandemic era. Jurnal Pendidikan IPA Indonesia, 9(4), 512–520. https://journal.unnes.ac.id/nju/index.php/jpii/article/view/25544.

Barnard-Brak, L., Paton, V. O., & Lan, W. Y. (2010). Profiles in self-regulated learning in the online learning environment. International Review of Research in Open and Distributed Learning, 11(1), 61–80. https://doi.org/10.19173/irrodl.v11i1.769.

Bejtkovskỳ, J. (2016). The current generations: The Baby Boomers, X, Y, and Z in the context of human capital management of the 21st century in selected corporations in the Czech Republic. Littera Scripta, 9(2), 25–45. http://cejsh.icm.edu.pl/cejsh/element/bwmeta1.element.desklight-7c96aad7-baf2-4177-9774-12201d546357.

Bernacki, M. L., Aguilar, A. C., & Byrnes, J. P. (2011). Self-regulated learning and technology-enhanced learning environments: An opportunity-propensity analysis. In G. Dettori & D. Persico (Eds.). Fostering Self-regulated Learning through ICT. Hershey, Pennsylvania: IGI Global, 1–26. https://www.igi-global.com/chapter/fostering-self-regulated-learning-through/47145.

Brockett, R. G., & Hiemstra, R. (2018). Self-direction in adult learning: Perspectives on theory, research, and practice. London: Routledge. https://books.google.co.id/books?hl=en&lr=&id=-LF5DwAAQBAJ.

Brown, G. T. L., Peterson, E. R., & Yao, E. S. (2016). Student conceptions of feedback: Impact on self-regulation, self-efficacy, and academic achievement. British Journal of Educational Psychology, 86(4), 606–629. https://doi.org/10.1111/bjep.12126.

Butler, D. L. (2002). Individualizing instruction in self-regulated learning. Theory into Practice, 41(2), 81–92. https://doi.org/10.1207/s15430421tip4102_4.

Cai, R., Wang, Q., Xu, J., & Zhou, L. (2020). Effectiveness of students’ self-regulated learning during the COVID-19 pandemic. Science Insights, 34(1), 175-182. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3622569.

Cazan, A.-M. (2014, 24-25 April). Self-regulated learning and academic achievement in the context of online learning environments. Paper presented at The 10th International Scientific Conference Elearning and Software For Education, Bucharest, Romania.

Ceylan, V. K., & Kesici, A. E. (2017). Effect of blended learning to academic achievement. Journal of Human Sciences, 14(1), 308–320. https://www.j-humansciences.com/ojs/index.php/IJHS/article/view/4141.

Churchill, G. A., & Iacobucci, D. (2005). Marketing research: Methodological foundations. Mason, OH: Thomson/South-Western Cengage Learning. https://www.amazon.com/Marketing-Research-Methodological-Foundations-Qualtrics/dp/1439081018?asin=1439081018&revisionId=&format=4&depth=1.

Cooper, D. R., & Schindler, P. S. (2006). Business research methods (9th ed). Boston, MA: McGraw-Hill Irwin. http://sutlib2.sut.ac.th/sut_contents/H139963.pdf.

Courtney, M., & Wilhoite-Mathews, S. (2015). From distance education to online learning: Practical approaches to information literacy instruction and collaborative learning in online environments. Journal of Library Administration, 55(4), 261–277. https://doi.org/10.1080/01930826.2015.1038924.

Dent, A. L., & Koenka, A. C. (2016). The relation between self-regulated learning and academic achievement across childhood and adolescence: A meta-analysis. Educational Psychology Review, 28(3), 425–474. https://doi.org/10.1007/s10648-015-9320-8.

Efklides, A. (2011). Interactions of metacognition with motivation and affect in self-regulated learning: The MASRL model. Educational Psychologist, 46(1), 6-25. https://www.tandfonline.com/doi/abs/10.1080/00461520.2011.538645.

Fan, Y., Chen, J., Shirkey, G., John, R., Wu, S. R., Park, H., & Shao, C. (2016). Applications of structural equation modeling (SEM) in ecological studies: An updated review. Ecological Processes, 5(1), 1–12. https://doi.org/10.1186/s13717-016-0063-3.

Fredricks, J. A., Blumenfeld, P. C., & Paris, A. H. (2004). School engagement: Potential of the concept, state of the evidence. Review of Educational Research, 74(1), 59–109. https://doi.org/10.3102/00346543074001059.

Goudzwaard, M., Finkelstein, A., & Petersen, R. (2017, 14 August). Learning OOS The Now Generation Digital Learning Environment. https://er.educause.edu/articles/2017/8/learningos-the-now-generation-digital-learning-environment.

Hamid, S., Waycott, J., Kurnia, S., & Chang, S. (2015). Understanding students’ perceptions of the benefits of online social networking use for teaching and learning. The Internet and Higher Education, 26, 1–9. https://doi.org/10.1016/j.iheduc.2015.02.004.

Handoko, E., Gronseth, S. L., McNeil, S. G., Bonk, C. J., & Robin, B. R. (2019). Goal setting and MOOC completion: A study on the role of self-regulated learning in student performance in massive open online courses. International Review of Research in Open and Distributed Learning, 20(3), 39-58. https://doi.org/10.19173/irrodl.v20i4.4270.

Harris, K. R., Graham, S., MacArthur, C. A., Reid, R., & Mason, L. H. (2011). Self-regulated learning processes and children’s writing. In B. J. Zimmerman & D. H. Schunk (Eds.). Educational psychology handbook series. Handbook of self-regulation of learning and performance (1st ed). New York, NY: Routledge/Taylor & Francis Group, pp. 187–202. https://doi.org/10.4324/9780203839010.

Hudaifah, F. (2020). The role of self-regulated learning in the covid-19 pandemic era. Biormatika: Jurnal Ilmiah Fakultas Keguruan dan Ilmu Pendidikan, 6(02), 76-84. http://ejournal.unsub.ac.id/index.php/FKIP/article/view/773.

Jena, P. C. (2013). Effect of smart classroom learning environment on academic achievement of rural high achievers and low achievers in science. International Letters of Social and Humanistic Sciences, 3, 1–9. https://doi.org/10.18052/www.scipress.com/ILSHS.3.1.

Johnson, G., & Davies, S. (2014). Self-regulated learning in digital environments: Theory, research, praxis. British Journal of Research, 1(2), 1–14. https://www.imedpub.com/abstract/selfregulated-learning-in-digital-environments-theory-research-praxis-9997.html.

Kakasevski, G., Mihajlov, M., Arsenovski, S., & Chungurski, S. (2008, 23-26 June). Evaluating usability in learning management system moodle. Paper presented at ITI 2008 - 30th International Conference on Information Technology Interfaces, Cavtat, Croatia. https://doi.org/10.1109/ITI.2008.4588480.

Kaplan, A. M., & Haenlein, M. (2016). Higher education and the digital revolution: About MOOCs, SPOCs, social media, and the Cookie Monster. Business Horizons, 59(4), 441–450. https://doi.org/10.1016/j.bushor.2016.03.008.

Kizilcec, R. F., Pérez-Sanagustín, M., & Maldonado, J. J. (2017). Self-regulated learning strategies predict learner behavior and goal attainment in Massive Open Online Courses. Computers & Education, 104, 18–33. https://doi.org/10.1016/j.compedu.2016.10.001.

Klein, P., Ivanjek, L., Dahlkemper, M. N., Jeličić, K., Geyer, M. A., Küchemann, S., & Susac, A. (2021). Studying physics during the COVID-19 pandemic: Student assessments of learning achievement, perceived effectiveness of online recitations, and online laboratories. Physical Review Physics Education Research, 17(1), 1-11. https://journals.aps.org/prper/abstract/10.1103/PhysRevPhysEducRes.17.010117.

Kondo, M., Ishikawa, Y., Smith, C., Sakamoto, K., Shimomura, H., & Wada, N. (2012). Mobile assisted language learning in university EFL courses in Japan: Developing attitudes and skills for self-regulated learning. ReCALL: The Journal of EUROCALL, 24(2), 169-187. https://doi.org/10.1017/S0958344012000055.

Kosnin, A. M. (2007). Self-regulated learning and academic achievement in Malaysian undergraduates. International Education Journal, 8(1), 221–228. https://openjournals.library.sydney.edu.au/index.php/IEJ/issue/view/546.

Kusumaningrum, D. E., Budiarti, E. M., Triwiyanto, T., & Utari, R. (2020, 17 October). The effect of distance learning in an online learning framework on student learning independence during the Covid-19 pandemic. Paper presented at 2020 6th International Conference on Education and Technology (ICET), Malang, Indonesia. https://doi.org/10.1109/ICET51153.2020.9276564.

Laird, T. F. N., & Kuh, G. D. (2005). Student experiences with information technology and their relationship to other aspects of student engagement. Research in Higher Education, 46(2), 211–233. https://doi.org/10.1007/s11162-004-1600-y.

Luo, Y. (2007). A coopetition perspective of global competition. Journal of World Business, 42(2), 129–144. https://doi.org/10.1016/j.jwb.2006.08.007.

Martin, F., Budhrani, K., & Wang, C. (2019). Examining faculty perception of their readiness to teach online. Online Learning, 23(3), 97–119. http://dx.doi.org/10.24059/olj.v23i3.1555.

Nietfeld, J. L. (2017). The role of self-regulated learning in digital games. In P. A. Alexander, D. H. Schunk, & J. A. Greene (Eds.). Handbook of Self-Regulation of Learning and Performance. Ney York, NY: Routledge, 271–284. https://www.taylorfrancis.com/chapters/edit/10.4324/9781315697048-18/role-self-regulated-learning-digital-games-john-nietfeld.

Oswald, F. L., Schmitt, N., Kim, B. H., Ramsay, L. J., & Gillespie, M. A. (2004). Developing a biodata measure and situational judgment inventory as predictors of college student performance. Journal of Applied Psychology, 89(2), 187-207. https://doi.org/10.1037/0021-9010.89.2.187.

Panadero, E. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in psychology, 8(422), 1-28. https://doi.org/doi:10.3389/fpsyg.2017.00422.

Paris, S. G., & Paris, A. H. (2001). Classroom applications of research on self-regulated learning. Educational Psychologist, 36(2), 89–101. https://doi.org/10.1207/S15326985EP3602_4.

Peel, K. L. (2020). Everyday classroom teaching practices for self-regulated learning. Issues in Educational Research, 30(1), 260–282. http://www.iier.org.au/iier30/peel-abs.html.

Pekrun, R., Goetz, T., Titz, W., & Perry, R. P. (2002). Academic emotions in students’ self-regulated learning and achievement A program of qualitative and quantitative research. Educational Psychologist, 37(2), 91–105. https://doi.org/10.1207/S15326985EP3702_4.

Peters, O. (2000). Digital learning environments: New possibilities and opportunities. The International Review of Research in Open and Distributed Learning, 1(1), 1-19. https://doi.org/10.19173/irrodl.v1i1.3.

Putri, H. E., Muqodas, I., Sasqia, A. S., Abdulloh, A., & Yuliyanto, A. (2020). Increasing self-regulated learning of elementary school students through the concrete-pictorial-abstract approach during the COVID-19 pandemic. Premiere Educandum: Jurnal Pendidikan Dasar dan Pembelajaran, 10(2), 187-202. http://doi.org/10.25273/pe.v10i2.7534.

Reparaz, C., Aznárez-Sanado, M., & Mendoza, G. (2020). Self-regulation of learning and MOOC retention. Computers in Human Behavior, 111, 106423. https://doi.org/10.1016/j.chb.2020.106423.

Rubulotta, F., Soliman-Aboumarie, H., Filbey, K., Geldner, G., Kuck, K., Ganau, M., & Hemmerling, T. M. (2020). Technologies to optimize the care of severe coronavirus disease 2019 patients for health care providers challenged by limited resources. Anesthesia & Analgesia, 131(2), 351-364. https://doi.org/10.1213/ANE.0000000000004985.

Sahu, P. (2020). Closure of universities due to coronavirus disease 2019 (COVID-19): impact on education and mental health of students and academic staff. Cureus, 12(4), 1-6. https://doi.org/10.7759/cureus.7541.

Salvo, S. G., Welch, B., & Shelton, K. (2019). African American males learning online: Promoting academic achievement in higher education. Online Learning, 23(1), 22–36. http://dx.doi.org/10.24059/olj.v23i1.1390.

Schraw, G., Crippen, K. J., & Hartley, K. (2006). Promoting self-regulation in science education: Metacognition as part of a broader perspective on learning. Research in Science Education, 36(1), 111–139. https://doi.org/10.1007/s11165-005-3917-8.

Schunk, D. H. (1995). Inherent details of self-regulated learning include student perceptions. Educational Psychologist, 30(4), 213–216. https://doi.org/10.1207/s15326985ep3004_7.

Schunk, D. H., & Zimmerman, B. J. (1998). Self-regulated learning: From teaching to self-reflective practice. London: Guilford Press.

Song, L., & Hill, J. R. (2007). A conceptual model for understanding self-directed learning in online environments. Journal of Interactive Online Learning, 6(1), 27–42. http://www.ncolr.org/issues/jiol/v6/n1/a-conceptual-model-for-understanding-self-directed-learning-in-online-environments.html.

Uka, A., & Uka, A. (2020). The effect of students’ experience with the transition from primary to secondary school on self-regulated learning and motivation. Sustainability, 12(20), 1-16. https://doi.org/10.3390/su12208519.

Vovides, Y., Sanchez-Alonso, S., Mitropoulou, V., & Nickmans, G. (2007). The use of e-learning Course Management Systems to support learning strategies and to improve self-regulated learning. Educational Research Review, 2(1), 64–74. https://doi.org/10.1016/j.edurev.2007.02.004.

Wang, C. -H., Shannon, D. M., & Ross, M. E. (2013). Students’ characteristics, self-regulated learning, technology self-efficacy, and course outcomes in online learning. Distance Education, 34(3), 302-323. https://doi.org/10.1080/01587919.2013.835779.

Wei, H. -C., Peng, H., & Chou, C. (2015). Can more interactivity improve learning achievement in an online course? Effects of college students’ perception and actual use of a course-management system on their learning achievement. Computers & Education, 83, 10–21. https://doi.org/10.1016/j.compedu.2014.12.013.

Wei, M., Zhou, Y., Barber, C., & den Brok, P. (2015). Chinese students’ perceptions of teacher–student interpersonal behavior and implications. System, 55, 134–144. https://doi.org/10.1016/j.system.2015.09.007.

Winne, P. H. (2005). Key issues in modeling and applying research on self‐regulated learning. Applied Psychology: An International Review, 54(2), 232-238. https://doi.org/10.1111/j.1464-0597.2005.00206.x.

Wolters, C. A., & Hussain, M. (2015). Investigating grit and its relations with college students’ self-regulated learning and academic achievement. Metacognition and Learning, 10(3), 293–311. https://doi.org/10.1007/s11409-014-9128-9.

Yamada, M., Yin, C., Shimada, A., Kojima, K., Okubo, F., & Ogata, H. (2015, 6-9 July). Preliminary research on self-regulated learning and learning logs in a ubiquitous learning environment. Paper presented at 2015 IEEE 15th International Conference on Advanced Learning Technologies, Hualien, Taiwan. https://doi.org/10.1109/ICALT.2015.74.

Yamagata-Lynch, L. C. (2014). Blending online asynchronous and synchronous learning. International Review of Research in Open and Distributed Learning, 15(2), 189–212. https://doi.org/10.19173/irrodl.v15i2.1778.

Yot-Domínguez, C., & Marcelo, C. (2017). University students’ self-regulated learning using digital technologies. International Journal of Educational Technology in Higher Education, 14(1), 1–18. https://doi.org/10.1186/s41239-017-0076-8.

Zhang, D., Zhao, J. L., Zhou, L., & Nunamaker Jr, J. F. (2004). Can e-learning replace classroom learning? Communications of the ACM, 47(5), 75–79. https://doi.org/10.1145/986213.986216.

Zimmerman, B. J. (1989). Models of self-regulated learning and academic achievement. In B. J. Zimmerman & D. H. Schunk (Eds.), Self-regulated learning and academic achievement. New York, NY: Springer, pp. 1-25. https://hal.univ-brest.fr/TICE/hal-00703019v1.

Zimmerman, B. J. (1990). Self-regulated learning and academic achievement: An overview. Educational Psychologist, 25(1), 3–17. https://doi.org/10.1207/s15326985ep2501_2.

Zimmerman, B. J. (2011). Motivational sources and outcomes of self-regulated learning and performance. In B. J. Zimmerman & D. H. Schunk (Eds.). Handbook of self-regulation of learning and performance. New York, NY: Routledge, pp. 49–64. https://doi.org/10.4324/9780203839010.

Zimmerman, B. J., & Schunk, D. H. (2012). Self-regulated learning and academic achievement: Theory, research, and practice. New York, NY: Routledge. https://doi.org/10.1007/978-1-4612-3618-4.

Zimmerman, B. J., Bonner, S., & Kovach, R. (1996). Developing self-regulated learners: Beyond achievement to self-efficacy. Washington, DC: American Psychological Association. https://doi.org/10.1037/10213-000.




DOI: https://doi.org/10.21831/cp.v40i2.40718

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