Understanding the Study Experiences of Students in Low Agency Profile : Towards a Smart Education Approach
Heilala, V., Jääskelä, P., Kärkkäinen, T., & Saarela, M. (2020). Understanding the Study Experiences of Students in Low Agency Profile : Towards a Smart Education Approach. In A. El Moussati, K. Kpalma, M. G. Belkasmi, M. Saber, & S. Guégan (Eds.), SmartICT 2019 : Advances in Smart Technologies Applications and Case Studies (684, pp. 498-508). Springer. Lecture Notes in Electrical Engineering. https://doi.org/10.1007/978-3-030-53187-4_54
Published inLecture Notes in Electrical Engineering
DisciplineHuman and Machine based Intelligence in LearningKoulutusteknologia ja kognitiotiedeKoulutuksen tutkimuslaitosHuman and Machine based Intelligence in LearningLearning and Cognitive SciencesFinnish Institute for Educational Research
© The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2020
In this paper, we use student agency analytics to examine how university students who assessed to have low agency resources describe their study experiences. Students ( n=292 ) completed the Agency of University Students (AUS) questionnaire. Furthermore, they reported what kinds of restrictions they experienced during the university course they attended. Four different agency profiles were identified using robust clustering. We then conducted a thematic analysis of the open-ended answers of students who assessed to have low agency resources. Issues relating to competence beliefs, self-efficacy, student-teacher relations, time as a resource, student well-being, and course contents seemed to be restrictive factors among the students in the low agency profile. The results could provide guidelines for designing systems for smart education.
Parent publication ISBN978-3-030-53186-7
ConferenceInternational Conference onSmart Information and Communication Technologies
Is part of publicationSmartICT 2019 : Advances in Smart Technologies Applications and Case Studies
Publication in research information system
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