Leveraging User Experience and Learning Analytics for Enhanced Student Well-being

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Hauptverfasser: Aadmi-Laamech, Khadija El, Santos, Patricia, Hernández-Leo, Davinia
Format: Preprint
Veröffentlicht: 2024
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author Aadmi-Laamech, Khadija El
Santos, Patricia
Hernández-Leo, Davinia
author_facet Aadmi-Laamech, Khadija El
Santos, Patricia
Hernández-Leo, Davinia
contents This study explores the design and preliminary evaluation of the "Well-being Journey" (WB Journey), a digital tool aimed at enhancing student well-being within educational environments through tailored recommendations for students. The study examines the WB Journey prototype's user experience and its effectiveness in meeting learning analytics goals related to student preferences. To achieve both goals, we employ a mixed-methods approach, combining quantitative data from the User Experience Questionnaire (UEQ) and the Student Expectations of Learning Analytics Questionnaire (SELAQ) with qualitative feedback from a student discussion. Conducted among 25 students from an engineering school in a Spanish University, the study's data collection involved a 120-minute workshop. The findings suggest opportunities for enhancing the prototype, highlighting the importance of aligning similar digital tools with student needs and preferences for a supportive learning environment, which can be achieved by leveraging tools such as UEQ and SELAQ.
format Preprint
id arxiv_https___arxiv_org_abs_2412_02457
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Leveraging User Experience and Learning Analytics for Enhanced Student Well-being
Aadmi-Laamech, Khadija El
Santos, Patricia
Hernández-Leo, Davinia
Human-Computer Interaction
This study explores the design and preliminary evaluation of the "Well-being Journey" (WB Journey), a digital tool aimed at enhancing student well-being within educational environments through tailored recommendations for students. The study examines the WB Journey prototype's user experience and its effectiveness in meeting learning analytics goals related to student preferences. To achieve both goals, we employ a mixed-methods approach, combining quantitative data from the User Experience Questionnaire (UEQ) and the Student Expectations of Learning Analytics Questionnaire (SELAQ) with qualitative feedback from a student discussion. Conducted among 25 students from an engineering school in a Spanish University, the study's data collection involved a 120-minute workshop. The findings suggest opportunities for enhancing the prototype, highlighting the importance of aligning similar digital tools with student needs and preferences for a supportive learning environment, which can be achieved by leveraging tools such as UEQ and SELAQ.
title Leveraging User Experience and Learning Analytics for Enhanced Student Well-being
topic Human-Computer Interaction
url https://arxiv.org/abs/2412.02457