The End is the Beginning is the End: The closed-loop learning analytics framework

M Sailer, M Ninaus, SE Huber, E Bauer… - Computers in Human …, 2024 - Elsevier
This article provides a comprehensive review of current practices and methodologies within
the field of learning analytics, structured around a dedicated closed-loop framework. This …

[HTML][HTML] Game elements enhance engagement and mitigate attrition in online learning tasks

SE Huber, R Cortez, K Kiili, A Lindstedt… - Computers in Human …, 2023 - Elsevier
A growing body of literature suggests that adding game elements to learning tasks indirectly
influences the learning process by increasing engagement with the tasks. The present study …

Closing the loop–The human role in artificial intelligence for education

M Ninaus, M Sailer - Frontiers in psychology, 2022 - frontiersin.org
Recent advancements in artificial intelligence make its use in education more likely. In fact,
existing learning systems already utilize it for supporting students' learning or teachers' …

[HTML][HTML] Role design considerations of conversational agents to facilitate discussion and systems thinking

H Nguyen - Computers & Education, 2023 - Elsevier
Conversational agents can facilitate learning discussions by applying natural language
understanding to process students' discourse. Agents can assume the roles of figures such …

Representational scaffolding in digital simulations–learning professional practices in higher education

F Fischer, E Bauer, T Seidel, R Schmidmaier… - Information and …, 2022 - emerald.com
Purpose To advance the learning of professional practices in teacher education and medical
education, this conceptual paper aims to introduce the idea of representational scaffolding …

On the efficiency of adaptive collaborative scripts in learning: a systematic literature review on fading-out scripts, adaptive scripts, and self-adaptive scripts

R Cai, C Wu, H Jin - Interactive Learning Environments, 2024 - Taylor & Francis
In an endeavor to tackle the limitations of fixed collaborative scripts and to further support
collaborative learning practices, adaptive collaborative scripts have been implemented …

[HTML][HTML] Learners' adjustment strategies following impasses in simulations-Effects of prior knowledge

N Heitzmann, M Stadler, C Richters… - Learning and …, 2023 - Elsevier
After impasses, the adjustment strategies learners can use in simulations differ from the
ones that are available in real-life situations. An open question is whether learners with …

[HTML][HTML] Exploring the diagnostic process of pre-service teachers using a simulation–A latent profile approach

A Radkowitsch, D Sommerhoff, M Nickl… - Teaching and Teacher …, 2023 - Elsevier
Assessing students' understanding is central for teachers. While research has focused on
factors affecting accuracy as a main performance measure of diagnosing, less is known …

Collaborative problem-solving in knowledge-rich domains: A multi-study structural equation model

L Brandl, M Stadler, C Richters, A Radkowitsch… - International Journal of …, 2024 - Springer
Collaborative skills are crucial in knowledge-rich domains, such as medical diagnosing. The
Collaborative Diagnostic Reasoning (CDR) model emphasizes the importance of high …

Fostering collaboration in simulations: How advanced learners benefit from collaboration scripts and reflection

C Richters, M Stadler, A Radkowitsch, F Behrmann… - Learning and …, 2024 - Elsevier
Structured Abstract Background Individual reflection and interdisciplinary collaboration can
be critical for high-quality diagnostic outcomes. However, empirical findings on using …