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Journal of Learning Analytic, Volume 12
Volume 12, Number 1, 2025
- Hassan Khosravi

, Antonette Shibani
, Jelena Jovanovic
, Zachary A. Pardos
, Lixiang Yan
:
Generative AI and Learning Analytics: Pushing Boundaries, Preserving Principles. 1-11 - Kamila Misiejuk

, Sonsoles López-Pernas
, Rogers Kaliisa
, Mohammed Saqr
:
Mapping the Landscape of Generative Artificial Intelligence in Learning Analytics: A Systematic Literature Review. 12-31 - Joel Weijia Lai

, Wei Qiu
, Maung Thway, Lei Zhang, Nurabidah Binti Jamil, Chit Lin Su, Samuel S. H. Ng, Fun Siong Lim
:
Leveraging Process-Action Epistemic Network Analysis to Illuminate Student Self-Regulated Learning with a Socratic Chatbot. 32-49 - Owen Henkel

, Hannah Horne-Robinson, Maria Dyshel, Greg Thompson, Ralph Abboud
, Nabil Al Nahin Ch
, Baptiste Moreau-Pernet
, Kirk Vanacore
:
Learning to Love LLMs for Answer Interpretation: Chain-of-Thought Prompting and the AMMORE Dataset. 50-64 - Xavier Ochoa

, Xiaomeng Huang
, Yuli Shao
:
Exploring the Potential of Generative AI to Support Non-experts in Learning Analytics Practice. 65-90 - Eran Hadas

, Arnon Hershkovitz
:
Assessing Creativity Across Multi-Step Intervention Using Generative AI Models. 91-109 - Kasra Lekan, Zachary A. Pardos

:
AI-Augmented Advising: A Comparative Study of GPT-4 and Advisor-based Major Recommendations. 110-128 - Stanislav Pozdniakov

, Jonathan Brazil
, Mehrnoush Mohammadi
, Mollie Dollinger
, Shazia Sadiq
, Hassan Khosravi
:
AI-Assisted Co-Creation: Bridging Skill Gaps in Student-Generated Content. 129-151 - Flora Ji-Yoon Jin

, Bhagya Maheshi
, Wenhua Lai, Yuheng Li
, Danijela Gasevic
, Guanliang Chen
, Nicola Charwat
, Philip Wing Keung Chan
, Roberto Martínez-Maldonado
, Dragan Gasevic
, Yi-Shan Tsai:
Students' Perceptions of Generative AI-Powered Learning Analytics in the Feedback Process: A Feedback Literacy Perspective. 152-168 - Xiner Liu

, Andres Felipe Zambrano
, Ryan S. Baker
, Amanda Barany
, Jaclyn Ocumpaugh
, Jiayi Zhang
, Maciej Pankiewicz
, Nidhi Nasiar
, Zhanlan Wei
:
Qualitative Coding with GPT-4: Where it Works Better. 169-185 - Ridwan Whitehead

, Andy Nguyen
, Sanna Järvelä
:
Utilizing Multimodal Large Language Models for Video Analysis of Posture in Studying Collaborative Learning: A Case Study. 186-200 - Montse Guitert

, Teresa Romeu Fontanillas
, Juliana E. Raffaghelli
, Juan Pedro Cerro Martínez
:
Collaborative Learning Analytics: Centring the Ethical Implications Around Teacher and Student Empowerment. A Systematic Review. 201-214 - Jelena N. Larsen

, Kine M. D. Maxwell
, Mohammad Khalil
:
Exploring the Link Between Motivational Regulation and Learning Design with Learning Analytics: A Systematic Literature Review. 215-237 - Andy Nguyen

, Yeyu Wang
, Ridwan Whitehead
, Muhammad Ashiq, Sanna Järvelä
, David Williamson Shaffer
:
Examining the Interplay of Gaze and Verbal Interactions in Socially Shared Regulation of Learning: A Transmodal Analysis (TMA) Study. 238-252 - Shihui Feng

, David C. Gibson
, Dragan Gasevic
:
Analyzing Students' Emerging Roles Based on Quantity and Heterogeneity of Individual Contributions in Small Group Online Collaborative Learning Using Bipartite Network Analysis. 253-270 - David Williamson Shaffer

, Yeyu Wang
, Andrew R. Ruis
:
Transmodal Analysis. 271-292 - Wenyi Lu

, Joseph Griffin
, Troy D. Sadler
, James M. Laffey
, Sean P. Goggins
:
Game-Based Learning Prediction Model Construction: Towards Validated Stealth Assessment Implementation. 293-321 - Hai Li

, Wanli Xing
, Chenglu Li
, Wangda Zhu
, Simon Woodhead
:
Integrating Option Tracing into Knowledge Tracing: Enhancing Learning Analytics for Mathematics Multiple-Choice Questions. 322-337 - Xiaomeng Huang

, Xavier Ochoa
:
Charting the Development of Collaboration Skills Through Collaborative Learning Analytics Systems. 338-366 - Stanislav Pozdniakov

, Roberto Martínez-Maldonado, Yi-Shan Tsai
, Vanessa Echeverría
, Zachari Swiecki
, Dragan Gasevic
:
Investigating the Effect of Visualization Literacy and Guidance on Teachers' Dashboard Interpretation. 367-390 - Xinyu Li

, Yizhou Fan
, Tongguang Li
, Mladen Rakovic
, Shaveen Singh
, Joep van der Graaf
, Lyn Lim
, Johanna D. Moore
, Inge Molenaar
, Maria Bannert
, Dragan Gasevic
:
FLoRA Engine: Using Analytics to Measure and Facilitate Learners' Own Regulation Activities. 391-413
Volume 12, Number 2, 2025
- Arnon Hershkovitz

, Davide Fossati
, Nilufar Baghaei
:
Different Perspectives on Human Creativity and Learning Analytics. 1-4 - Flavio Manganello

, Chiara Fante
:
Scoping Review on the Role of Learning Analytics in Assessing and Fostering Creativity in Educational Contexts. 5-18 - Rene Alejandro Lobo Quintero

:
AI-Enhanced Think-Pair-Share: A Learning Analytics Approach to Foster Linguistic Creative Thinking and Collaborative Learning. 19-34 - Maya Usher

, Noga Reznik, Gilad Bronshtein, Dan Kohen-Vacs
:
Bridging Virtual and Physical: Exploring Students' Computational Thinking and Creativity in Robot-Guided vs. Simulation-Based Learning. 35-49 - Sofia Strukova

, Manuel J. Gomez
, José A. Ruipérez-Valiente
:
Shaping Creativity: Exploring Creative Solutions in Serious Digital Puzzle Games. 50-66 - Lauren E. Flynn

, Laura K. Allen
:
Disentangling the Influences of Creativity and Verbal Fluency on Writing. 67-82 - Zifeng Liu

, Wanli Xing
, Chenglu Li
, Fan Zhang
, Hai Li
, Victor Minces
:
Exploring Automated Assessment of Primary Students' Creativity in a Flow-Based Music Programming Environment. 83-104 - Rachelle Esterhazy

, Rogers Kaliisa
, Daniel Sanchez
, Malcolm Langford
, Crina Damsa
:
Advancing Multimodal Collaboration Analytics: A Scoping Review. 105-124 - Raymond A. Opoku

, Bo Pei
, Wanli Xing
:
Unveiling Accuracy-Fairness Trade-Offs: Investigating Machine Learning Models in Student Performance Prediction. 125-139 - Rogers Kaliisa

, Ryan Shaun Baker
, Barbara Wasson
, Paul Prinsloo
:
The Coming but Uneven Storm: How AI Regulation Will Impact AI and Learning Analytics Research in Different Countries. 140-157 - Christothea Herodotou

, Sagun Shrestha
, Catherine Comfort
, Heshan Andrews
, Paul Mulholland
, Vaclav Bayer
, Claire Maguire
, John Lee
, Miriam Fernández
:
A Participatory Approach to Designing a Student-Facing Dashboard for Online and Distance Education. 158-174 - Rosa R. Soto Ruidias

, Bernardo Pereira Nunes, Rubén Manrique, Sean W. M. Siqueira
:
Assessing Data Landscapes for Quality Education in Latin America: A FAIRness Perspective on Brazil, Colombia, and Peru. 175-195 - Michael J. Parker

, Matt Bunch, Andrew Pike
:
How Much is Enough? Formative Assessment Dynamics: Quantifying the Relationship Between Intermediate Quiz Performance and Final Exam Scores. 196-210 - Juan Andrés Talamás-Carvajal

, Hector G. Ceballos
, Isabel Hilliger
:
The Facts Behind the Prophecy: Validating a Methodology for Identifying Behavioural Differences in Higher Education Student Subpopulations Under Intervention. 211-223 - Secil Caskurlu

, Ceren Ocak
, Chih-Pu Dai
:
The Scope of Multimodal Learning Analytics in K-8: A Systematic Review. 224-236 - Elissavet Papageorgiou

, Jacqueline Wong
, Mohammad Khalil
, Annoesjka J. Cabo
:
Nonlinear Effort-Time Dynamics of Student Engagement in a Web-Based Learning Platform: A Person-Oriented Transition Analysis. 237-258 - Chaewon Lee

, Lan Luo
, Shelbi L. Kuhlmann
, Robert D. Plumley
, Abigail T. Panter
, Matthew L. Bernacki
, Jeffrey Alan Greene
, Kathleen M. Gates
:
Interpretable Predictive Analytics for Online Learning: A Markov-Based Machine Learning Approach. 259-278 - Manel Van Kessel

, Inge Molenaar
, Carolien A. N. Knoop-van Campen
, Mario de Jonge
, Nadira Saab
:
Primary School Teacher Perspectives on Effective Dashboard Use in the Classroom: Skills, Knowledge, and Contextual Conditions. 279-292 - Conrad Borchers

, Zachary A. Pardos
:
Course Load Analytics Interventions on Higher Education Course Selection: Experimental Evidence. 293-311

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