Abstract
Sustaining learning in the times of a global crisis is complex. It is beyond the previously employed online learning and teaching approaches: this new setting brings on the same page the challenge to support learners not to lose their motivation and interest in learning, and the opportunity for new learning and teaching formats to emerge and be developed. It also makes space for reconsidering autonomous learning as a choice for maintaining the inherent need for self-determination. This study presents how students’ motivation is affecting the usage of an online self-assessment service—enhanced with analytics—and the different perspectives of more vs. less motivated learners to continue their learning, despite the contextual shift due to the Covid-19 crisis.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Adesope, O. O., Trevisan, D. A., & Sundararajan, N. (2017). Rethinking the use of tests: A meta-analysis of practice testing. Review of Educational Research, 87(3), 659–701.
Bodily, R., Kay, J., Aleven, V., Jivet, I., Davis, D., Xhakaj, F., & Verbert, K. (2018). Open learner models and learning analytics dashboards: a systematic review. In Proceedings of the 8th international conference on learning analytics and knowledge (pp. 41–50).
Broadbent, J. (2017). Comparing online and blended learner’s self-regulated learning strategies and academic performance. The Internet and Higher Education, 33, 24–32.
Butler, D. L., & Winne, P. H. (1995). Feedback and self-regulated learning: A theoretical synthesis. Review of Educational Research, 65(3), 245–281.
Candy, P. C. (1991). Self-Direction for lifelong learning. A Comprehensive guide to theory and practice. San Francisco: Jossey-Bass.
Cantor, A. D., Eslick, A. N., Marsh, E. J., Bjork, R. A., & Bjork, E. L. (2015). Multiple-choice tests stabilize access to marginal knowledge. Memory and Cognition, 43(2), 193–205.
Carpenter, S. K. (2009). Cue strength as a moderator of the testing effect: The benefits of elaborative retrieval. Journal of Experimental Psychology: Learning, Memory, and Cognition, 35(6), 1563.
Cobb, P., Confrey, J., DiSessa, A., Lehrer, R., & Schauble, L. (2003). Design experiments in educational research. Educational Researcher, 32(1), 9–13.
Holec, H. (1981). Autonomy and foreign language learning. Oxford: Pergamon. (First published 1979, Strasbourg: Council of Europe).
Huang, J. P., & Benson, P. (2013). Autonomy, agency and identity in foreign and second language education. Chinese Journal of Applied Linguistics, 36(1), 7–28.
Huang, R. H., Liu, D. J., Tlili, A., Yang, J. F., & Wang, H. H. (2020). Handbook on facilitating flexible learning during educational disruption: The Chinese experience in maintaining undisrupted learning in COVID-19 Outbreak. Beijing: Smart Learning Institute of Beijing Normal University.
Jivet, I., Scheffel, M., Specht, M., & Drachsler, H. (2018). License to evaluate: Preparing learning analytics dashboards for educational practice. In Proceedings of the 8th international conference on learning analytics and knowledge (pp. 31–40).
Lee, M. C. (2010). Explaining and predicting users’ continuance intention toward e-learning: An extension of the expectation–confirmation model. Computers and Education, 54(2), 506–516.
Lonn, S., Aguilar, S. J., & Teasley, S. D. (2015). Investigating student motivation in the context of a learning analytics intervention during a summer bridge program. Computers in Human Behavior, 47, 90–97.
Martin, A. J., Ginns, P., & Papworth, B. (2017). Motivation and engagement: Same or different? Does it matter? Learning and Individual Differences, 55, 150–162.
Nicol, D. J., & Macfarlane-Dick, D. (2006). Formative assessment and self-regulated learning: A model and seven principles of good feedback practice. Studies in Higher Education, 31(2), 199–218.
Oates, B. J. (2005). Researching information systems and computing. Sage.
Oppenheim, A. N. (2000). Questionnaire design, interviewing and attitude measurement. Bloomsbury Publishing.
Özyurt, Ö, & Özyurt, H. (2015). Learning style based individualized adaptive e-learning environments: Content analysis of the articles published from 2005 to 2014. Computers in Human Behavior, 52, 349–358.
Panadero, E., Jonsson, A., & Botella, J. (2017). Effects of self-assessment on self-regulated learning and self-efficacy: Four meta-analyses. Educational Research Review, 22, 74–98.
Papamitsiou, Z., & Economides, A. A. (2015). Temporal learning analytics visualizations for increasing awareness during assessment. International Journal of Educational Technology in Higher Education, 12(3), 129–147.
Papamitsiou, Z., & Economides, A. A. (2019). Exploring autonomous learning capacity from a self-regulated learning perspective using learning analytics. British Journal of Educational Technology, 50(6), 3138–3155.
Papamitsiou, Z., Economides, A. A., & Giannakos, M. N. (2019). Fostering learners’ performance with on-demand metacognitive feedback. In European conference on technology enhanced learning (pp. 423–435). Cham: Springer.
Pappano, L. (2012). The year of the MOOC. The New York Times, 2(12), 2012.
Pintrich, P. R. (2000). The role of goal orientation in self-regulated learning. In Handbook of self-regulation (pp. 451–502). Academic Press.
Reeve, J., Ryan, R. M., Deci, E. L., & Jang, H. (2008). Understanding and promoting autonomous self-regulation: A self-determination theory perspective. Motivation and self-regulated learning: Theory, research, and applications, 223–244.
Roca, J. C., Chiu, C. M., & Martínez, F. J. (2006). Understanding e-learning continuance intention: An extension of the Technology Acceptance Model. International Journal of Human-Computer Studies, 64(8), 683–696.
Ruben, B. D., De Lisi, R., & Gigliotti, R. A. (2016). A guide for leaders in higher education: Core concepts, competencies, and tools. Stylus Publishing, LLC.
Rudner, L. M. (2003). The classification accuracy of measurement decision theory. In Annual meeting of the National Council on Measurement in Education, Chicago (Vol. 2325).
Sharma, K., Papamitsiou, Z., & Giannakos, M. (2019). Building pipelines for educational data using AI and multimodal analytics: A “grey-box” approach. British Journal of Educational Technology, 50(6), 3004–3031.
Sitzmann, T., Ely, K., Brown, K. G., & Bauer, K. N. (2010). Self-assessment of knowledge: A cognitive learning or affective measure? Academy of Management Learning and Education, 9(2), 169–191.
Viner, R. M., et al. (2020). School closure and management practices during coronavirus outbreaks including COVID-19: a rapid systematic review. The Lancet Child & Adolescent Health.
Wilson, C. (2014). Semi-structured interviews. Interview Techniques for UX Practitioners, 1, 23–41.
Wong, J., et al. (2019). Supporting self-regulated learning in online learning environments and MOOCs: A systematic review. International Journal of Human-Computer Interaction, 35(4–5), 356–373.
Zhou, L., & Li, C. (2020). Can student self-directed learning improve their academic performance? Experimental evidence from the instruction of protocol-guided learning in China’s Elementary and middle schools. Experimental Evidence from the Instruction of Protocol-Guided Learning in China’s Elementary and Middle Schools.
Zimmerman, B. J., & Moylan, A. R. (2009). Self-regulation: Where metacognition and motivation intersect. In D. J. Hacker, J. Dunlosky, & A. C. Graesser (Eds.), The educational psychology series. Handbook of metacognition in education (pp. 299–315). Taylor & Francis Group.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
About this chapter
Cite this chapter
Papamitsiou, Z., Lunde, M., Westermoen, J., Giannakos, M.N. (2021). Supporting Learners in a Crisis Context with Smart Self-Assessment. In: Burgos, D., Tlili, A., Tabacco, A. (eds) Radical Solutions for Education in a Crisis Context. Lecture Notes in Educational Technology. Springer, Singapore. https://doi.org/10.1007/978-981-15-7869-4_14
Download citation
DOI: https://doi.org/10.1007/978-981-15-7869-4_14
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-15-7868-7
Online ISBN: 978-981-15-7869-4
eBook Packages: EducationEducation (R0)