Abstract
Higher education students exhibit difficulties in learning computer programming, particularly transitioning from initial programming to advanced programming, so it’s necessary to develop effective teaching strategies.
We developed the SimProgramming approach to help students overcome learning difficulties transitioning from entry-level to advanced computer programming, by developing appropriate learning strategies. The students perform a specific set of tasks in a learning environment that simulates business operations, developing a problem-based learning assignment. One of those tasks is filling biweekly individual self-reflection and co-reflection forms.
This approach was implemented at the University of Trás-os-Montes e Alto Douro (Portugal), in a 4th semester course of two bachelor programmes: Informatics Engineering and ICT. The students provided 37 biweekly forms, on which we conducted thematic analysis to identify their strategies for co-regulation of learning during the assignment.
Students are adopting different strategies in each phase of the approach. Early phases are devoted to organization, planning, and transformation of information, and later phases focus on applying theoretical knowledge and hands-on programming.
We recommend including this type of pedagogical task (biwekly self-reflection and co-reflection forms) in educational practices, in view of their contribution to improving self- and co-regulation learning strategies.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Balanskat and Engelhart. Computing our future. Computer programming and coding – priorities, school curricula and initiatives across Europe. European Schoolnet (2015)
Morgado, L., et al.: Social networks, microblogging, virtual worlds, and Web 2.0 in the teaching of programing techniques for software engineering: a trial combining collaboration and social interaction beyond college. In: Global Engineering Education Conference (EDUCON), pp. 1–7. IEEE (2012)
Gomes and Mendes. À procura de um contexto para apoiar a aprendizagem inicial de programação. Educação, Formação & Tecnologias 8(1), 13–27 (2015)
Kumar, B.: Gamification in education-learn computer programming with fun. Int. J. Comput. Distrib. Syst. 2(1), 46–53 (2012)
Sancho, P., Moreno-Ger, P., Fuentes-Fernández, R., Fernández-Manjón, B.: Adaptive role playing games: an immersive approach for problem based learning. Educ. Technol. Soc. 12(4), 110–124 (2009)
Curry, E., Grace, P.: Flexible self-management using the model-view-controller pattern. IEEE Softw. 25(3), 84–90 (2008)
Cagiltay, N.E.: Teaching software engineering by means of computer-game development: challenges and opportunities. BJET 38(3), 405–415 (2007)
Jenkins, T.: On the difficulty of learning to program. In: Proceedings of the 3rd Annual Conference of the LTSN Centre for Information and Computer Sciences, vol. 4, pp. 53–58 (2002)
Fernández, E., Bernardo, A., Suárez, N., Cerezo, R., Núñez, J.C., Rosário, P.: Predicción del uso de estrategias de autorregulación en educación superior. Anales de psicología 29(3), 865–875 (2013)
Broadbent, J., Poon, W.L.: Self-regulated learning strategies & academic achievement in online higher education learning environments: a systematic review. Internet High. Educ. 27, 1–13 (2015)
Zimmerman, B.J.: Investigating self-regulation and motivation: historical background, methodological developments, and future prospects. Am. Educ. Res. J. 45(1), 166–183 (2008)
Cazan, A.M.: Teaching self regulated learning strategies for psychology students. Procedia-Soc. Behav. Sci. 78, 743–747 (2013)
Bergin, S., Ronan, R., Desmond, T.: Examining the role of self-regulated learning on introductory programming performance. In: Proceedings of the First International Workshop on Computing Education Research. ACM (2005)
Alharbi, A., Paul, D., Henskens, F., Hannaford, M.: An investigation into the learning styles and self-regulated learning strategies for computer science students. In: Proceedings Ascilite (2011)
Harley, J., Taub, M., Bouchet, F., Azevedo, R.: A framework to understand the nature of co-regulated learning in human-pedagogical agent interactions. In: 11th International Conference on Intelligent Tutoring Systems, Crete (2012)
Tsai, C.W.: Applying web-based co-regulated learning to develop students’ learning and involvement in a blended computing course. Interact. Learn. Environ. 23(3), 344–355 (2015)
Hwang, G.J., Wu, P.H., Chen, C.C.: An online game approach for improving students’ learning performance in web-based problem-solving activities. Comput. Educ. 59(4), 1246–1256 (2012)
Pedrosa, D., et al.: Simprogramming: the development of an integrated teaching approach for computer programming in higher education. In: Proceedings 10th Annual International Technology, Education and Development Conference (INTED 2016), Valencia, Spain (2016, to appear)
Pedrosa, D., Cravino, J., Morgado, L., Barreira, C.: Self-regulated learning in computer programming: strategies students adopted during an assignment. In: Allison, C., Morgado, L., Pirker, J., Beck, D., Richter, J., Gütl, C. (eds.) iLRN 2016. CCIS, vol. 621, pp. 87–101. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-41769-1_7
Pedrosa, D., Cravino, J., Morgado, L., Barreira, C.: Self-regulated learning in higher education: strategies adopted by computer programming students. In: Proceedings 8th International Symposium on Project Approaches in Engineering Education (PAEE), Guimarães, Portugal (2016)
Pedrosa, D., Cravino, J., Morgado, L., Barreira, C.: Self-regulated learning in higher education: strategies adopted by computer programming students when supported by the SimProgramming approach. Production 27(spe), e20162255 (2017)
Zimmerman, B.J., Schunk, D.H.: Self-regulated learning and performance. An introduction and an overview. In: Zimmerman, B.J., Schunk, D.H. (eds.) Handbook of Self-regulation of Learning and Performance, pp. 1–12. Routledge, New York (2011)
Zimmerman, B.J.: From cognitive modeling to self-regulation: a social cognitive career path. Educ. Psychol. 48(3), 135–147 (2013)
Räisänen, M., Postareff, L., Lindblom-Ylänne, S.: University students’ self- and co-regulation of learning and processes of understanding: a person-oriented approach. Learn. Individ. Differ. (2016). http://dx.doi.org/10.1016/j.lindif.2016.01.006
Panadero, E., Alonso-Tapia, J.: How do students self-regulate? Review of Zimmerman’s cyclical model of self-regulated learning. Anales de Psicología/Ann. Psychol. 30(2), 450–462 (2014)
Clark, I.: Formative assessment: assessment is for self-regulated learning. Educ. Psychol. Rev. 24(2), 205–249 (2012)
Panadero, E., Järvelä, S.: Socially shared regulation of learning: a review. Eur. Psychol. (2015). https://doi.org/10.1027/1016-9040/a000226
Heikkilä, A., Lonka, K., Nieminen, J., Niemivirta, M.: Relations between teacher students’ approaches to learning, cognitive and attributional strategies, well-being, and study success. High. Educ. 64, 455–471 (2012)
van den Bogaard, M.: Explaining student success in engineering education at Delft University of Technology: a literature synthesis. Eur. J. Eng. Educ. 37(1), 59–82 (2012)
Nicol, D.J., Macfarlane-Dick, D.: Formative assessment and self-regulated learning: a model and seven principles of good feedback practice. Stud. High. Educ. 31(2), 199–218 (2006)
Pintrich, P.R.: A conceptual framework for assessing motivation and self-regulated learning in college students. Educ. Psychol. Rev. 16(4), 385–407 (2004)
Wang, C.H., Shannon, D., Ross, M.: Students’ characteristics, self-regulated learning, technology self-efficacy, and course outcomes in online learning. Distance Educ. 34(3), 302–323 (2013)
Järvelä, S., Järvenoja, H.: Socially constructed self-regulated learning and motivation regulation in collaborative learning groups. Teach. Coll. Rec. 113(2), 350–374 (2011)
Saab, N.: Team regulation, regulation of social activities or co-regulation: different labels for effective regulation of learning in CSCL. Metacogn. Learn. 7(1), 1–6 (2012). https://doi.org/10.1007/s11409-011-9085-5
Zheng, L., Huang, R.: The effects of sentiments and co-regulation on group performance in computer supported collaborative learning. Internet High. Educ. 28, 59–67 (2016). https://doi.org/10.1016/j.iheduc.2015.10.001
DiDonato, N.C.: Effective self-and co-regulation in collaborative learning groups: an analysis of how students regulate problem solving of authentic interdisciplinary tasks. Instr. Sci. 41(1), 25–47 (2013). https://doi.org/10.1007/s11251-012-9206-9
Colomer, J., Pallisera, M., Fullana, J., Burriel, M.P., Fernández, R.: Reflective learning in higher education: a comparative analysis. Procedia-Soc. Behav. Sci. 93, 364–370 (2013)
Hadwin, A.F., Järvelä, S., Miller, M.: Self-regulated, co-regulated, and socially shared regulation of learning. In: Zimmerman, B.J., Schunk, D.H. (eds.) Handbook of Selfregulation of Learning and Performance, pp. 65–84. Routledge, New York (2011)
Hattie, J., Timperley, H.: The power of feedback. Rev. Educ. Res. 77(1), 81–112 (2007)
Johri, A., Olds, B.M.: Situated engineering learning: bridging engineering education research and the learning sciences. J. Eng. Educ. 100(1), 151–185 (2011)
Duderstadt, J.J.: Engineering for a changing world. In: Grasso, D., Burkins, M.B. (eds.) Holistic Engineering Education, pp. 17–35. Springer, New York (2010). https://doi.org/10.1007/978-1-4419-1393-7_3
Sheppard, S.D., Macatangay, K., Colby, A., Sullivan, W.M.: Educating engineers: designing for the future of the field, vol. 2. Jossey-Bass, San Francisco (2008)
Adams, R., et al.: Multiple perspectives on engaging future engineers. J. Eng. Educ. 100, 48–88 (2011)
Bransford, J., Brown, A., Cocking, R. (eds.): How People Learn: Brain, Mind, Experience, and School, Committee on Developments in the Science of Learning, Commission on Behavioral and Social Sciences and Education, NRC. National Academy Press, Washington (2000)
Duarte, M.O., Oliveira, I., Félix, H., Carrilho, D., Pereira, A., Direito, I.: Active classrooms: role-playing experience in telecommunications engineering education. Int. J. Eng. Educ. 27(3), 604–609 (2011)
Savery, J.R.: Overview of problem-based learning: definitions and distinctions. In: Walker, A., Leary, H., Hmelo-Silver, C., Ertmer, P. (eds.) Essential Readings in Problem-Based Learning, pp. 5–16. Purdue University Press, Indiana (2015)
Paasivaara, M., Lassenius, C., Damian, D., Räty, P., Schröter, A.: Teaching students global software engineering skills using distributed scrum. In: 2013 35th International Conference on Software Engineering (ICSE), pp. 1128–1137. IEEE (2013)
Kirkwood, A., Price, L.: Technology-enhanced learning and teaching in higher education: what is ‘enhanced’ and how do we know? A critical literature review. Learn. Media Technol. 39(1), 6–36 (2014)
Barbosa, L., Alves, P., Barroso, J.: SIDE - teaching support information system. In: 6th Iberian Conference on Information Systems and Technologies (CISTI), pp. 1–6. IEEE (2011)
Braun, V., Clarke, V.: Using thematic analysis in psychology. Qual. Res. Psychol. 3(2), 77–101 (2006)
Acknowledgment
Pedrosa, D. wishes to thank the Fundação para a Ciência e Tecnologia (FCT), Portugal, for Ph.D. Grant SFRH/BD/87815/2012.
This work is financially supported by National Funds through FCT – Fundação para a Ciência e a Tecnologia, I.P., under the project UID/CED/00194/2013.
We would like to thank all the students and teachers who collaborated on this research.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Pedrosa, D., Cravino, J., Morgado, L., Barreira, C. (2019). Co-regulated Learning in Computer Programming: Students Co-reflection About Learning Strategies Adopted During an Assignment. In: Tsitouridou, M., A. Diniz, J., Mikropoulos, T. (eds) Technology and Innovation in Learning, Teaching and Education. TECH-EDU 2018. Communications in Computer and Information Science, vol 993. Springer, Cham. https://doi.org/10.1007/978-3-030-20954-4_2
Download citation
DOI: https://doi.org/10.1007/978-3-030-20954-4_2
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-20953-7
Online ISBN: 978-3-030-20954-4
eBook Packages: Computer ScienceComputer Science (R0)