How to measure the impact of citizen science on environmental attitudes, behaviour and knowledge? A review of state-of-the-art approaches

L Somerwill, U Wehn - Environmental Sciences Europe, 2022 - Springer
The effects of citizen science are wide ranging, influencing science, society, the economy,
the environment, as well as individual participants. However, in many citizen science …

Staying on target: A systematic literature review on learner‐facing learning analytics dashboards

N Valle, P Antonenko, K Dawson… - British Journal of …, 2021 - Wiley Online Library
The advances in technology to capture and process unprecedented amounts of educational
data has boosted the interest in Learning Analytics Dashboard (LAD) applications as a way …

What matters in AI-supported learning: A study of human-AI interactions in language learning using cluster analysis and epistemic network analysis

X Wang, Q Liu, H Pang, SC Tan, J Lei, MP Wallace… - Computers & …, 2023 - Elsevier
This study investigates how students interact with artificial intelligence (AI) for English as a
Foreign Language (EFL) learning and what matters in AI-supported EFL learning. It was …

Computational thinking from a disciplinary perspective: Integrating computational thinking in K-12 science, technology, engineering, and mathematics education

I Lee, S Grover, F Martin, S Pillai… - Journal of Science …, 2020 - Springer
This article provides an introduction for the special issue of the Journal of Science Education
and Technology focused on computational thinking (CT) from a disciplinary perspective. The …

The interplay of learning, analytics and artificial intelligence in education: A vision for hybrid intelligence

M Cukurova - British Journal of Educational Technology, 2024 - Wiley Online Library
This paper presents a multidimensional view of AI's role in education, emphasising the
intricate interplay among AI, analytics and human learning processes. Here, I challenge the …

Receiver operating characteristic (ROC) area under the curve (AUC): A diagnostic measure for evaluating the accuracy of predictors of education outcomes

AJ Bowers, X Zhou - Journal of Education for Students Placed at …, 2019 - Taylor & Francis
Abstract Early Warning Systems (EWS) and Early Warning Indictors (EWI) have recently
emerged as an attractive domain for states and school districts interested in predicting …

[HTML][HTML] Using learning analytics to understand student perceptions of peer feedback

K Misiejuk, B Wasson, K Egelandsdal - Computers in human behavior, 2021 - Elsevier
Peer assessment (PA) is the process of students grading and giving feedback to each
other's work. Learning analytics is a field focused on analysing educational data to …

When coding-and-counting is not enough: Using epistemic network analysis (ENA) to analyze verbal data in CSCL research

A Csanadi, B Eagan, I Kollar, DW Shaffer… - International Journal of …, 2018 - Springer
Research on computer-supported collaborative learning (CSCL) is often concerned with the
question of how scaffolds or other characteristics of learning may affect learners' social and …

Effects of computer-based mind mapping on students' reflection, cognitive presence, and learning outcomes in an online course

Z Liu, X Kong, S Liu, Z Yang - Distance Education, 2023 - Taylor & Francis
Reflection plays a very important role in the learning process, contributing to improved
learning performance and potentially influencing cognitive process. Few studies, however …

[HTML][HTML] Measuring social presence in online-based learning: An exploratory path analysis using log data and social network analysis

LM Norz, V Dornauer, WO Hackl… - The internet and higher …, 2023 - Elsevier
Social presence is a key element in collaborative/cooperative learning. In online learning
environments, it is challenging to measure the current state of social presence. This work …