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Smart Learning Environments

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Impact of an Adaptive Environment Based on Learning Analytics on Pre-Service Science Teacher Behavior and Self-Regulation

Peer reviewed

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Yousri Attia Mohamed Abouelenein; Shaimaa Abdul Salam Selim; Tahani Ibrahim Aldosemani – Smart Learning Environments, 2025

Learning analytics provides valuable data to inform the best decisions for each learner. This study, based on adaptive environment (AE) learning analytics dashboards, examines how instructor interventions affect student self-regulation abilities and academic performance. It identifies the self-regulation categories requiring the most support to…

Descriptors: Foreign Countries, Higher Education, Preservice Teachers, Learning Analytics

Predicting Students' Flow Experience through Behavior Data in Gamified Educational Systems

Peer reviewed

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Oliveira, Wilk; Tenório, Kamilla; Hamari, Juho; Pastushenko, Olena; Isotani, Seiji – Smart Learning Environments, 2021

The flow experience (i.e., challenge-skill balance, action-awareness merging, clear goals, unambiguous feedback, concentration, sense of control, loss of self-consciousness, transformation of time, and "autotelic" experience) is an experience highly related to the learning experience. One of the current challenges is to identify whether…

Descriptors: Prediction, Psychological Patterns, Learning Processes, Student Behavior