Article Gold Open Access 2023

Fostering regulatory processes using computational scaffolding

International Journal of Computer-Supported Collaborative Learning
Journal · Vol. 18 · Issue 1 · pp. 67-100
Abstract

The use of computational scaffolding is a crucial strategy to foster students’ regulation of learning skills, which is associated with increased learning achievement. However, most interventions treat the regulatory processes as individual actions isolated from a social context. This view contradicts the most recent research that points to the importance of studying the regulatory phenomenon from a social-cognitive perspective, where students’ interactions influence their regulation of the learning process. This work explores these problems and presents multiple scaffolds to promote Self-regulation of Learning (SRL), co-regulation, and socially shared regulation of learning (SSRL) embedded within a computer-supported collaborative learning environment. A single-blind randomized controlled trial was performed with students (n = 71) enrolled in an online introductory programming course. Students were randomly assigned to three groups: 1) SRL-only support, 2) SRL, co-regulation, and SSRL support, and 3) a no support control group. The findings revealed that students who received regulatory support achieved higher course grades than the control group. However, only students who received SSRL and co-regulation support achieved superior performance in collaborative activities, confirming the importance of this type of regulation. Even though students did not increase in SRL aptitude, the intervention provided support for achieving higher grades in the course. © 2023, The Author(s).

Keywords

Author Keywords

Coregulation CSCL Programming learning Self-regulation of learning Socially shared regulation of learning

Index Keywords

Author Affiliations
University of Coimbra, Centre for Informatics and System, Coimbra, Portugal, Federal Institute of Pernambuco - IFPE, Garanhuns, Brazil
University of Coimbra, Centre for Informatics and System, Coimbra, Portugal
University of Coimbra, Centre for Informatics and System, Coimbra, Portugal, Coimbra Polytechnic - ISEC, Coimbra, Coimbra, Portugal
Universidad Alberto Hurtado, Santiago, RM, Chile
Funding & Acknowledgements
Centro de Estudos Sociais, Universidade de Coimbra, CES
Centro de Matemática, Universidade de Coimbra, CMUC
Centro de Instrumentação, Universidade de Coimbra, IC
Universidade de Coimbra, UC
References 10 References
1 Alhazbi, Saleh, Using e-journaling to improve self-regulated learning in introductory computer programming course, IEEE Global Engineering Education Conference, EDUCON, pp. 352-356, (2014)
2 Arakawa, Kai H., In Situ Identification of Student Self-Regulated Learning Struggles in Programming Assignments, SIGCSE 2021 - Proceedings of the 52nd ACM Technical Symposium on Computer Science Education, pp. 467-473, (2021)
3 Azevedo, Roger, Scaffolding self-regulated learning and metacognition - Implications for the design of computer-based scaffolds, Instructional Science, 33, 5-6, pp. 367-379, (2005)
4 Bawa, Papia, Retention in Online Courses: Exploring Issues and Solutions—A Literature Review, SAGE Open, 6, 1, (2016)
5 Campbell, Jennifer, Factors for success in online CS1, Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE, 11-13-July-2016, pp. 320-325, (2016)
6 Chan, Carol Kwai Kuen, Co-regulation of learning in computer-supported collaborative learning environments: A discussion, Metacognition and Learning, 7, 1, pp. 63-73, (2012)
7 Chou, Chih-Yueh, An analysis of internal and external feedback in self-regulated learning activities mediated by self-regulated learning tools and open learner models, International Journal of Educational Technology in Higher Education, 17, 1, (2020)
8 Cortina, José M., What Is Coefficient Alpha? An Examination of Theory and Applications, Journal of Applied Psychology, 78, 1, pp. 98-104, (1993)
9 Dignath, Charlotte C., Components of fostering self-regulated learning among students. A meta-analysis on intervention studies at primary and secondary school level, Metacognition and Learning, 3, 3, pp. 231-264, (2008)
10 Self Regulated Learning A Literature Review, (2009)
Quick Actions
Full Text via DOI
Citation Metrics
15
Times Cited (Scopus)

References 10
Document Identifiers