The state of makerspace research: A review of the literature

S Mersand - TechTrends, 2021 - Springer
This literature review identifies the content and scope of empirical academic research on
making, makerspaces, and fablabs. Using an overview approach, 150 peer reviewed …

Multimodal data capabilities for learning: What can multimodal data tell us about learning?

K Sharma, M Giannakos - British Journal of Educational …, 2020 - Wiley Online Library
Most research on learning technology uses clickstreams and questionnaires as their primary
source of quantitative data. This study presents the outcomes of a systematic literature …

Detecting emotions through electrodermal activity in learning contexts: A systematic review

A Horvers, N Tombeng, T Bosse, AW Lazonder… - Sensors, 2021 - mdpi.com
There is a strong increase in the use of devices that measure physiological arousal through
electrodermal activity (EDA). Although there is a long tradition of studying emotions during …

The role of learning theory in multimodal learning analytics

M Giannakos, M Cukurova - British Journal of Educational …, 2023 - Wiley Online Library
This study presents the outcomes of a semi‐systematic literature review on the role of
learning theory in multimodal learning analytics (MMLA) research. Based on previous …

[HTML][HTML] What multimodal data can tell us about the students' regulation of their learning process?

S Järvelä, J Malmberg, E Haataja, M Sobocinski… - Learning and …, 2021 - Elsevier
Highlights•New data-capturing devices allow researchers trace a range of cognitive and
noncognitive processes.•We discuss and demonstrate how by data triangulating it is …

Multimodal data to design visual learning analytics for understanding regulation of learning

O Noroozi, I Alikhani, S Järvelä, PA Kirschner… - Computers in Human …, 2019 - Elsevier
The increased interest in multimodal data collection in the learning sciences demands for
new and powerful methodological and analytical techniques and technologies. It is …

[HTML][HTML] STEAM in Oulu: Scaffolding the development of a Community of Practice for local educators around STEAM and digital fabrication

IS Milara, K Pitkänen, J Laru, M Iwata… - International Journal of …, 2020 - Elsevier
There is an increased interest to integrate STEAM methodologies and digital fabrication
processes into formal education. However, teachers have repeatedly reported a set of …

A shared novelty-seeking basis for creativity and curiosity

T Ivancovsky, S Baror, M Bar - Behavioral and Brain Sciences, 2024 - cambridge.org
Curiosity and creativity are central pillars of human growth and invention. Although they
have been studied extensively in isolation, the relationship between them has not yet been …

[PDF][PDF] Multimodal Learning Analytics' Past, Present, and Potential Futures.

M Worsley, R Martinez-Maldonado - CrossMMLA@ LAK, 2018 - ceur-ws.org
The first workshop on Multimodal Learning Analytics took place in 2012 at the International
Conference of Multimodal Interaction in Santa Monica, California. Since then researchers …

Exploring technology-oriented Fab Lab facilitators' role as educators in K-12 education: Focus on scaffolding novice students' learning in digital fabrication activities

K Pitkänen, M Iwata, J Laru - International Journal of Child-Computer …, 2020 - Elsevier
In makerspaces, such as Fab Labs, students have opportunities to participate in activities
where they can engage in exploring, inventing, and realizing abstract ideas and creating …