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Student performance analysis and prediction in classroom learning: A review of educational data mining studies
Student performance modelling is one of the challenging and popular research topics in
educational data mining (EDM). Multiple factors influence the performance in non-linear …
educational data mining (EDM). Multiple factors influence the performance in non-linear …
The interplay of cognitive load, learners' resources and self-regulation
Self-regulated learning depends on task difficulty and on learners' resources and cognitive
load, as described by an inverted U-shaped relationship in Seufert's (2018) model: for easy …
load, as described by an inverted U-shaped relationship in Seufert's (2018) model: for easy …
Student-content interactions: Exploring behavioural engagement with self-regulated inquiry-based online learning modules
Technological innovations and changing learning environments are influencing student
engagement more than ever before. These changing learning environments are affecting …
engagement more than ever before. These changing learning environments are affecting …
The role of self-regulated learning in students' success in flipped undergraduate math courses
Based upon the self-regulated learning theory, this study examined the relationships
between academic achievement and three key self-regulatory constructs-prior domain …
between academic achievement and three key self-regulatory constructs-prior domain …
A design framework for enhancing engagement in student-centered learning: Own it, learn it, and share it
E Lee, MJ Hannafin - Educational technology research and development, 2016 - Springer
Student-centered learning (SCL) identifies students as the owners of their learning. While
SCL is increasingly discussed in K-12 and higher education, researchers and practitioners …
SCL is increasingly discussed in K-12 and higher education, researchers and practitioners …
Instruction based on adaptive learning technologies
A common intuition is that instruction is most effective if it takes into account (a) that learners
are different, and (b) that they change as they learn. But learners differ in a great many ways …
are different, and (b) that they change as they learn. But learners differ in a great many ways …
A meta-analysis of self-regulated learning in work-related training and educational attainment: what we know and where we need to go.
T Sitzmann, K Ely - Psychological bulletin, 2011 - psycnet.apa.org
Researchers have been applying their knowledge of goal-oriented behavior to the self-
regulated learning domain for more than 30 years. This review examines the current state of …
regulated learning domain for more than 30 years. This review examines the current state of …
Self-regulation of learning and MOOC retention
C Reparaz, M Aznárez-Sanado, G Mendoza - Computers in Human …, 2020 - Elsevier
Background Due to MOOC high attrition rates, this study aims to assess differences in self-
regulated learning strategies and other variables related to MOOC retention (perceived …
regulated learning strategies and other variables related to MOOC retention (perceived …
[HTML][HTML] Cognitive ease at a cost: LLMs reduce mental effort but compromise depth in student scientific inquiry
This study explores the cognitive load and learning outcomes associated with using large
language models (LLMs) versus traditional search engines for information gathering during …
language models (LLMs) versus traditional search engines for information gathering during …
Distinguishing self-directed and self-regulated learning and measuring them in the e-learning context
Self-directed (SDL) and self-regulated learning (SRL) skills are important, increasingly in e-
learning, but the terms are not clearly distinguished in literature having led to tangled …
learning, but the terms are not clearly distinguished in literature having led to tangled …