Abstract
In this section, we explore how unobtrusive observations can improve our understanding of learning processes. Unobtrusive observation refers to the detection and analysis of aspects of learning extracted or surmised from digital traces of a learner’s engagement with technologies. The articles covered in this section delve into various aspects of learning processes, such as self-regulated learning, emotions, motivation, entrepreneurial skills, and problem-solving. Although the topics discussed are diverse, they all centre around a common theme of aligning learner trace data with identified theoretical constructs.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Dawson, S., Joksimovic, S., Poquet, O., & Siemens, G. (2019). Increasing the impact of learning analytics. In Proceedings of the 9th international conference on learning analytics & knowledge (pp. 446–455). https://doi.org/10.1145/3303772.3303784
Flavell, J. H. (1979). Metacognition and cognitive monitoring: A new area of cognitive–developmental inquiry. American Psychologist, 34(10), 906–911. https://doi.org/10.1037/0003-066X.34.10.906
Gašević, D., Dawson, S., & Siemens, G. (2015). Let’s not forget: Learning analytics are about learning. TechTrends, 59(1), 64–71. https://doi.org/10.1007/s11528-014-0822-x
Matcha, W., Uzir, N. A., Gašević, D., & Pardo, A. (2020). A systematic review of empirical studies on learning analytics dashboards: A self-regulated learning perspective. IEEE Transactions on Learning Technologies, 13(2), 226–245. https://doi.org/10.1109/TLT.2019.2916802
Shute, V. J. (2011). Stealth assessment in computer-based games to support learning. In Computer games and instruction (pp. 503–524). IAP Information Age Publishing.
Valle, N., Antonenko, P., Dawson, K., & Huggins-Manley, A. C. (2021). Staying on target: A systematic literature review on learner-facing learning analytics dashboards. British Journal of Educational Technology, 52(4), 1724–1748. https://doi.org/10.1111/bjet.13089
Winstone, N. E., Nash, R. A., Parker, M., & Rowntree, J. (2017). Supporting learners’ agentic engagement with feedback: A systematic review and a taxonomy of Recipience processes. Educational Psychologist, 52(1), 17–37. https://doi.org/10.1080/00461520.2016.1207538
Zamecnik, A., Kovanović, V., Grossmann, G., Joksimović, S., Jolliffe, G., Gibson, D., & Pardo, A. (2022). Team interactions with learning analytics dashboards. Computers & Education, 185, 104514. https://doi.org/10.1016/j.compedu.2022.104514
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this chapter
Cite this chapter
Dawson, S. (2023). Unobtrusively Measuring Learning Processes: Where Are We Now?. In: Kovanovic, V., Azevedo, R., Gibson, D.C., lfenthaler, D. (eds) Unobtrusive Observations of Learning in Digital Environments. Advances in Analytics for Learning and Teaching. Springer, Cham. https://doi.org/10.1007/978-3-031-30992-2_7
Download citation
DOI: https://doi.org/10.1007/978-3-031-30992-2_7
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-30991-5
Online ISBN: 978-3-031-30992-2
eBook Packages: EducationEducation (R0)