Research article    |    Open Access
International Journal on New Trends in Education and Their Implications 2026, Vol. 17(1) 1-20

The Effect of Online Self-Regulated Learning Process on Performance and Metacognitive Judgments

Yasemin Demiraslan ÇEVİK, Fatma Çağla Dönmez, Fatma Nur Bolat

pp. 1 - 20

Publish Date: June 28, 2026  |   Single/Total View: 0/0   |   Single/Total Download: 0/0


Abstract

Metacognitive judgment enables individuals to evaluate their cognitive processes and is used to measure the outcomes of metacognitive monitoring. Research indicates that learners with monitoring difficulties tend to exhibit overconfidence, failing to correct inaccuracies in their knowledge, which negatively affects their performance. On the other hand, self-regulated learning is known to have lasting and positive effects on metacognitive skills. This study explores the impact of an online self-regulated learning process on students' performance and metacognitive assessments, including bias and absolute accuracy. Conducted using an explanatory sequential mixed-methods design, the study employs quantitative methods to analyze students' exam performance and metacognitive judgments, while qualitative methods are used to gain insights into students' experiences. The participants consist of 48 university students enrolled in an Instructional Design course. Data collection instruments include an achievement test, a metacognitive judgment test, interviews, self-regulated learning documents, project reports, and peer assessment forms. The findings indicate that online self-regulated learning positively influences students' performance and metacognitive assessments. Based on student feedback, the online self-regulated learning process was found to support cognitive and metacognitive skills such as planning, recognizing learning gaps, adjusting strategies based on feedback, tracking progress, and self-evaluation.

Keywords: Metacognitive judgment, self-regulation, self-regulated learning, overconfidence


How to Cite this Article?

APA 7th edition
CEVIK, Y.D., Donmez, F.C., & Bolat, F.N. (2026). The Effect of Online Self-Regulated Learning Process on Performance and Metacognitive Judgments. International Journal on New Trends in Education and Their Implications, 17(1), 1-20.

Harvard
CEVIK, Y., Donmez, F. and Bolat, F. (2026). The Effect of Online Self-Regulated Learning Process on Performance and Metacognitive Judgments. International Journal on New Trends in Education and Their Implications, 17(1), pp. 1-20.

Chicago 16th edition
CEVIK, Yasemin Demiraslan, Fatma Cagla Donmez and Fatma Nur Bolat (2026). "The Effect of Online Self-Regulated Learning Process on Performance and Metacognitive Judgments". International Journal on New Trends in Education and Their Implications 17 (1):1-20.

References


    Astington, J. W. (1993). The child’s discovery of the mind. Harvard University Press.Bol, L., Hacker, D. J., O’Shea, P., & Allen, D. (2005). The influence of overt practice, achievement level, and explanatory style on calibration accuracy and performance. The Journal of Experimental Education, 73(4), 269–290. https://doi.org/10.3200/JEXE.73.4.269-290
    Bjork, R. A., Dunlosky, J., & Kornell, N. (2013). Self-regulated learning: Beliefs, techniques, and Bjork, R. A., Dunlosky, J., & Kornell, N. (2013). Self-regulated learning: Beliefs, techniques, and illusions. Annual Review of Psychology, 64, 417–444. https://doi.org/10.1146/annurev-psych-113011-143823
    Brown, A. L. (1975). The development of memory: Knowing about knowing, and knowing how to know. In H. W. Reese (Ed.), Advances in child development and behavior (Vol. 10, pp. 103–152). Academic Press.
    Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2014). Bilimsel araştırma yöntemleri (17. baskı). Pegem Akademi.
    Cloude, E. B., Kumar, P., Baker, R. S., & Fouh, E. (2024, March 18–22). Novice programmers inaccurately monitor the quality of their work and their peers’ work in an introductory computer science course. In LAK ’24: Proceedings of the 14th Learning Analytics and Knowledge Conference (pp. 35–45). Association for Computing Machinery. https://doi.org/10.1145/3636555.3636848
    De Bruin, A. B. H., Kok, E. M., Lobbestael, J., & de Grip, A. (2017). The impact of an online tool for monitoring and regulating learning at university: Overconfidence, learning strategy, and personality. Metacognition and Learning, 12(1), 21–43. https://doi.org/10.1007/s11409-016-9159-5
    De Bruin, A. B. H., & Van Gog, T. (2012). Improving self-monitoring and self-regulation: From cognitive psychology to the classroom. Learning and Instruction, 22(4), 245–252. https://doi.org/10.1016/j.learninstruc.2012.01.003
    Dunlosky, J., & Rawson, K. A. (2012). Overconfidence produces underachievement: Inaccurate self-evaluations undermine students’ learning and retention. Learning and Instruction, 22(4), 271–280. https://doi.org/10.1016/j.learninstruc.2011.08.003
    Flavell, J. H. (1992). Cognitive development: Past, present, and future. Developmental Psychology, 28(6), 998–1005. https://doi.org/10.1037/0012-1649.28.6.998
    Flavell, J. H., & Miller, P. H. (1998). Social cognition. In W. Damon (Ed.), Handbook of child psychology (Vol. 2, pp. 851–898). John Wiley & Sons
    Fraenkel, J. R., & Wallen, N. E. (2006). How to design and evaluate research in education (6th ed.). McGraw-Hill.
    Frye, D., & Moore, C. (1991). Children’s theories of mind: Mental states and social understanding. Lawrence Erlbaum Associates.
    Geraci, L., Kurpad, N., Tirso, R., Gray, K. N., & Wang, Y. (2023). Metacognitive errors in the classroom: The role of variability of past performance on exam prediction accuracy. Metacognition and Learning, 18(1), 219–236. https://doi.org/10.1007/s11409-022-09326-7
    Gillström, S., & Rönnberg, J. (1995). Comprehension calibration and recall prediction accuracy of texts: Reading skill, reading strategies, and effort. Journal of Educational Psychology, 87(4), 545–558. https://doi.org/10.1037/0022-0663.87.4.545
    Hacker, D. J., Bol, L., Horgan, D. D., & Rakow, E. A. (2000). Test prediction and performance in a classroom context. Journal of Educational Psychology, 92(1), 160–170. https://doi.org/10.1037/0022-0663.92.1.160
    Hoffrage, U. (2022). Overconfidence. In R. Pohl (Ed.), Cognitive illusions: Intriguing phenomena in thinking, judgment, and memory (pp. 287–306). Routledge. https://doi.org/10.4324/9781003154730-21
    Jansen, R. S., van Leeuwen, A., Janssen, J., Conijn, R., & Kester, L. (2020). Supporting learners’ self-regulated learning in massive open online courses. Computers & Education, 146, Article 103771. https://doi.org/10.1016/j.compedu.2019.103771
    Kauffman, D. F. (2004). Self-regulated learning in web-based environments: Instructional tools designed to facilitate cognitive strategy use, metacognitive processing, and motivational beliefs. Journal of Educational Computing Research, 30(1–2), 139–161. https://doi.org/10.2190/AX2D-Y9VM-V7PX-0TAD
    Kolić-Vehovec, S., Pahljina-Reinić, R., & Rončević Zubković, B. (2022). Effects of collaboration and informing students about overconfidence on metacognitive judgment in conceptual learning. Metacognition and Learning, 17(1), 87–116. https://doi.org/10.1007/s11409-021-09275-7
    Kruger, J., & Dunning, D. (1999). Unskilled and unaware of it: How difficulties in recognizing one’s own incompetence lead to inflated self-assessments. Journal of Personality and Social Psychology, 77(6), 1121–1134. https://doi.org/10.1037/0022-3514.77.6.1121
    Kuhn, D. (1989). Children and adults as intuitive scientists. Psychological Review, 96(4), 674–689. https://doi.org/10.1037/0033-295X.96.4.674
    Metcalfe, J., & Finn, B. (2008). Evidence that judgments of learning are causally related to study choice. Psychonomic Bulletin & Review, 15(1), 174–179. https://doi.org/10.3758/PBR.15.1.174
    Nelson, T. O., & Narens, L. (1990). Metamemory: A theoretical framework and new findings. Psychology of Learning and Motivation, 26, 125–173. https://doi.org/10.1016/S0079-7421(08)60053-5
    Whitebread, D., & Pino Pasternak, D. (2010). Metacognition, self-regulation and meta-knowing. In K. Littleton, C. Wood, & J. Kleine Staarman (Eds.), The international handbook of psychology in education (pp. 673–711). Emerald.
    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