Leaderboards/Educational Tools and Methods

Educational Tools and Methods

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Harsh Kumar
University of Toronto
2
Anushree Bopardikar
Institute for Learning and Development
3
Tola Bekene Bedada
Wachemo University
4
Franklin Jose Doria Madariaga
University of Cartagena
5
Fan-Jun Yang
Zhejiang University
6
Jingyun Wang
Durham University
7
Linxuan Zhao
Monash University
8
Agus Dwi Febrianto
Yogyakarta State University
9
Lubna Hakami
Universitat Pompeu Fabra
10
Thiemo Wambsganß
University of Bern

Rising Stars Papers

1
Supporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms
Unknown Journal|2024
39 cit.
2
Human Creativity in the Age of LLMs: Randomized Experiments on Divergent and Convergent Thinking
Unknown Journal|2025
35 cit.
3
Pedagogical model for the integration of ICTs into teaching practices in official educational institutions in rural Monteria
Multidisciplinar|2024
30 cit.
4
Guiding Students in Using LLMs in Supported Learning Environments: Effects on Interaction Dynamics, Learner Performance, Confidence, and Trust
Proceedings of the ACM on Human-Computer Interaction|2024
21 cit.
5
Improving Students’ Argumentation Skills Using Dynamic Machine-Learning–Based Modeling
Information Systems Research|2024
20 cit.
6
Epistemic Network Analysis for End-users: Closing the Loop in the Context of Multimodal Analytics for Collaborative Team Learning
Unknown Journal|2024
15 cit.
7
Towards automated transcribing and coding of embodied teamwork communication through multimodal learning analytics
British Journal of Educational Technology|2024
15 cit.
8
Evaluating the Impact of Learner Control and Interactivity in Conversational Tutoring Systems for Persuasive Writing
International Journal of Artificial Intelligence in Education|2024
13 cit.
9
Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health
Proceedings of the AAAI Conference on Artificial Intelligence|2024
10 cit.
10
Investigating teacher orchestration load in scripted CSCL: A multimodal data analysis perspective
British Journal of Educational Technology|2024
10 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
K. Bret Staudt Willet
Florida State University
2
Christo van der Westhuizen
University of South Africa
3
Tarik Chafiq
University of Hassan II Casablanca
4
Avi Segal
University of Tübingen
5
Umberto Dello Iacono
University of Campania "Luigi Vanvitelli"
6
Gerard Morgan
Trinity College Dublin
7
R. K. Hong
University of Toronto
8
Michael Liut
University of Toronto
9
Kayla Steele Payne
Clemson University
10
Brandy Wood
Pingry School

Emerging Leaders Papers

1
Detecting LLM-Generated Text in Computing Education: Comparative Study for ChatGPT Cases
Unknown Journal|2024
68 cit.
2
Early career teachers’ expansion of professional learning networks with social media
Professional Development in Education|2023
40 cit.
3
Supporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms
Unknown Journal|2024
39 cit.
4
Teachers without borders: professional learning spanning social media, place, and time
Learning Media and Technology|2023
25 cit.
5
Blockchain-based electronic voting systems: A case study in Morocco
International Journal of Intelligent Networks|2024
24 cit.
6
Affinity and anonymity benefitting early career teachers in the r/teachers subreddit
Journal of Research on Technology in Education|2022
21 cit.
7
Can Small Language Models With Retrieval-Augmented Generation Replace Large Language Models When Learning Computer Science?
Unknown Journal|2024
21 cit.
8
Guiding Students in Using LLMs in Supported Learning Environments: Effects on Interaction Dynamics, Learner Performance, Confidence, and Trust
Proceedings of the ACM on Human-Computer Interaction|2024
21 cit.
9
Investigating the potential of blockchain technology for geospatial data sharing: Opportunities, challenges, and solutions
GEOMATICA|2024
16 cit.
10
Modelling change detection for unveiling urban transitions: using machine learning algorithms and Sentinel-2 data in Larache City, Morocco
Modeling Earth Systems and Environment|2023
11 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Punya Mishra
Arizona State University
2
Jonathan Osborne
Stanford University
3
Roy Pea
Stanford University
4
Bruce Sherin
Northwestern University
5
Charles R. Graham
Brigham Young University
6
Thomas Brush
Indiana University
7
Hendrik Drachsler
Goethe University Frankfurt
8
Thomas C. Reeves
University of Georgia
9
J. Michael O’Malley
NOAA National Marine Fisheries Service Pacific Islands Fisheries Science Center
10
Richard E. Mayer
University of California, Santa Barbara

Current Senior Leaders Papers

1
Technological Pedagogical Content Knowledge: A Framework for Teacher Knowledge
Teachers College Record The Voice of Scholarship in Education|2006
9.7k cit.
2
Nine Ways to Reduce Cognitive Load in Multimedia Learning
Educational Psychologist|2003
4.1k cit.
3
Technological Pedagogical Content Knowledge: A Framework for Teacher Knowledge
Teachers College Record The Voice of Scholarship in Education|2006
2.9k cit.
4
Computational Thinking in K–12
Educational Researcher|2013
2.4k cit.
5
The Cambridge handbook of multimedia learning
Choice Reviews Online|2006
2.3k cit.
6
Establishing the norms of scientific argumentation in classrooms
Science Education|2000
2.1k cit.
7
Integrating technology into K-12 teaching and learning: current knowledge gaps and recommendations for future research
Educational Technology Research and Development|2006
2k cit.
8
Blended learning systems: Definition, current trends, and future directions
Unknown Journal|2006
1.8k cit.
9
What Is Technological Pedagogical Content Knowledge
Contemporary Issues in Technology and Teacher Education Journal|2009
1.7k cit.
10
Interactive Multimodal Learning Environments
Educational Psychology Review|2007
1.6k cit.

Indexing Educational Tools and Methods Reagents

Citation data for reagents in this field is currently compiling.