Self-regulated learning and learning analytics in online learning environments: A review of empirical research

O Viberg, M Khalil, M Baars - … of the tenth international conference on …, 2020 - dl.acm.org
Self-regulated learning (SRL) can predict academic performance. Yet, it is difficult for
learners. The ability to self-regulate learning becomes even more important in emerging …

The role of mental effort in fostering self-regulated learning with problem-solving tasks

T Van Gog, V Hoogerheide, M Van Harsel - Educational Psychology …, 2020 - Springer
Problem-solving tasks form the backbone of STEM (science, technology, engineering, and
mathematics) curricula. Yet, how to improve self-monitoring and self-regulation when …

To what extent do situation-model-approach interventions improve relative metacomprehension accuracy? Meta-analytic insights

A Prinz, S Golke, J Wittwer - Educational Psychology Review, 2020 - Springer
This meta-analysis investigated the extent to which relative metacomprehension accuracy
can be increased by interventions that aim to support learners' use of situation-model cues …

Mobile-assisted language learning through learning analytics for self-regulated learning (MALLAS): A conceptual framework

O Viberg, B Wasson, A Kukulska-Hulme - Australasian Journal of …, 2020 - ajet.org.au
Many adult second and foreign language learners have insufficient opportunities to engage
in language learning. However, their successful acquisition of a target language is critical for …

Calibrating calibration: A meta-analysis of learning strategy instruction interventions to improve metacognitive monitoring accuracy.

AP Gutierrez de Blume - Journal of Educational Psychology, 2022 - psycnet.apa.org
Monitoring, a regulation of cognition component of metacognition, is an essential aspect of
self-regulated learning. Monitoring is recognized as learners' ability to successfully …

Self-regulated learning: A key factor in the effectiveness of online learning for second language learners

B Yu - Frontiers in psychology, 2023 - frontiersin.org
With the further development of Internet technology, online learning has become an
important way for learners in the digital age. As an important learning strategy, self-regulated …

The relation between perceived mental effort, monitoring judgments, and learning outcomes: A meta-analysis

L David, F Biwer, M Baars, L Wijnia, F Paas… - Educational Psychology …, 2024 - Springer
Accurately monitoring one's learning processes during self-regulated learning depends on
using the right cues, one of which could be perceived mental effort. A meta-analysis by …

Meta-analysis of Interventions for Monitoring Accuracy in Problem Solving

N Janssen, AW Lazonder - Educational Psychology Review, 2024 - Springer
Accurate monitoring of performance in problem-solving tasks is an important prerequisite for
students' future academic success. A wide variety of interventions aiming to enhance …

Guardrails to constructing learning: The potential of open microcredentials to support inquiry-based learning

RE West, AA Tawfik, JJ Gishbaugher, J Gatewood - TechTrends, 2020 - Springer
Inquiry-based learning has been growing in popularity, but the ill-structured nature of
complex problem-solving still has challenges related to how to ensure students learn the …

Explicit instruction and executive functioning capacity: A new direction in cognitive load theory

NR Siregar - Journal of Education, 2023 - journals.sagepub.com
Explicit instruction is a teaching strategy that aims to avoid cognitive overload experienced
by students which aims to improve academic performance. Previous research has …