Center for Educational Informatics

Recent Works

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Sorted by most recent date added to the index first, which may not be the same as publication date order.

2026 article

Efficiency or Effectiveness in Game-Based Learning: Is Engagement Enough?

Karimi, M., Wiedbusch, M., Blaize, N., Lester, J., & Azevedo, R. (2026, January 1). Lecture Notes in Computer Science.

By: M. Karimi*, M. Wiedbusch*, N. Blaize*, J. Lester n & R. Azevedo*

topics (OpenAlex): Educational Games and Gamification; Innovations in Educational Methods; Motivation and Self-Concept in Sports
Source: NC State University Libraries
Added: January 3, 2026

2026 article

Gaming the System or Learning? Understanding Self-Regulation Through Learning Processes and Outcomes in Game-Based Learning

Marano, C., Wiedbusch, M., Brosnihan, A., Patel, M., Lester, J., & Azevedo, R. (2026, January 1). Lecture Notes in Computer Science.

By: C. Marano*, M. Wiedbusch*, A. Brosnihan*, M. Patel*, J. Lester n & R. Azevedo*

topics (OpenAlex): Educational Games and Gamification; Motivation and Self-Concept in Sports; Flow Experience in Various Fields
Source: NC State University Libraries
Added: January 3, 2026

2025 article

A New Method of Collaboration in Block-Based Programming Environments

White, I., Thomas, M., & Catete, V. (2025, November 2).

By: I. White n, M. Thomas n & V. Catete n

topics (OpenAlex): Distributed systems and fault tolerance; Parallel Computing and Optimization Techniques; Logic, programming, and type systems
Sources: NC State University Libraries, NC State University Libraries
Added: January 15, 2026

2025 article

Workshop on Advancements in AI-Supported Exploratory Learning (AI4EL)

Mavrikis, M., Lallé, S., Azevedo, R., Biswas, G., Cock, J. M., Conati, C., … Wiedbusch, M. (2025, January 1). Communications in Computer and Information Science.

co-author countries: Canada 🇨🇦 Switzerland 🇨🇭 France 🇫🇷 United Kingdom of Great Britain and Northern Ireland 🇬🇧 Israel 🇮🇱
topics (OpenAlex): Intelligent Tutoring Systems and Adaptive Learning; Online Learning and Analytics; Robotics and Automated Systems
Source: NC State University Libraries
Added: January 13, 2026

2025 article

From Tool to Partner: Exploring the Roles of Embodiment on AI Agent in Pair Programming

Yang, X., Zhan, Y., Matsuda, N., & Jin, Q. (2025, October 7).

By: X. Yang n, Y. Zhan n, N. Matsuda n & Q. Jin n

topics (OpenAlex): Social Robot Interaction and HRI; Embodied and Extended Cognition; Multi-Agent Systems and Negotiation
Sources: NC State University Libraries, NC State University Libraries
Added: December 26, 2025

2025 article

SnapClass: An AI-Enhanced Classroom Management System for Block-Based Programming

Riahi, B., Tian, X., Limke, A., Storozhevykh, V., Cateté, V., Barnes, T., … Singh, K. (2025, October 7).

topics (OpenAlex): Teaching and Learning Programming; Parallel Computing and Optimization Techniques; Intelligent Tutoring Systems and Adaptive Learning
Sources: NC State University Libraries, NC State University Libraries
Added: December 26, 2025

2025 article

Better to Be Confused or Frustrated Than Bored: Analyzing Affect Dynamics Across Player Archetypes

Zambrano, A. F., Ocumpaugh, J., Baker, R. S., & Vandenberg, J. (2025, December 1). Communications in Computer and Information Science.

topics (OpenAlex):
Source: NC State University Libraries
Added: December 2, 2025

2025 article

Companion Site: Effective Strategies for Teaching Machine Learning

Moosvi, F., Fund, F., Kolhatkar, V., Qin, M., Price, T., & Zhang, L. (2025, November 14). Zenodo (CERN European Organization for Nuclear Research).

By: F. Moosvi*, F. Fund*, V. Kolhatkar*, M. Qin*, T. Price n & L. Zhang*

co-author countries: Canada 🇨🇦
topics (OpenAlex):
Sources: NC State University Libraries, NC State University Libraries
Added: November 16, 2025

2025 article

Companion Site: Effective Strategies for Teaching Machine Learning

Moosvi, F., Fund, F., Kolhatkar, V., Qin, M., Price, T., & Zhang, L. (2025, November 14). Zenodo (CERN European Organization for Nuclear Research).

By: F. Moosvi*, F. Fund*, V. Kolhatkar*, M. Qin*, T. Price n & L. Zhang*

co-author countries: Canada 🇨🇦
topics (OpenAlex):
Sources: NC State University Libraries, NC State University Libraries
Added: November 16, 2025

2025 article

Analyzing the functioning of a graduate engineering class with multiple collaborating groups using Slack: An embedded mixed methods case study

Diaz, B., Delgado, C., Bacher, J., Lynch, C., & Han, K. (2025, October 1). International Journal of STEM Education, Vol. 12.

By: B. Diaz*, C. Delgado*, J. Bacher*, C. Lynch* & K. Han*

topics (OpenAlex): Innovative Teaching and Learning Methods; Online and Blended Learning; Online Learning and Analytics
Sources: Web Of Science, NC State University Libraries
Added: October 13, 2025

2025 article

A Multimodal Classroom Video Question-Answering Framework for Automated Understanding of Collaborative Learning

Sivakumaran, N., Yang, C.-Y., Zala, A., Yu, S., Hong, D., Zou, X., … Bansal, M. (2025, October 13).

By: N. Sivakumaran*, C. Yang*, A. Zala*, S. Yu*, D. Hong*, X. Zou*, E. Stengel-Eskin*, D. Carpenter n ...

topics (OpenAlex): Innovative Teaching and Learning Methods; Online and Blended Learning; Education and Critical Thinking Development
Source: ORCID
Added: October 11, 2025

2025 article

Measuring Student Perceptions of Cybersecurity in an Informal Learning Environment

Thomas, M., White, I., & Cateté, V. (2025, October 21).

topics (OpenAlex): Impact of Technology on Adolescents
Source: ORCID
Added: October 6, 2025

2025 article

Can two emails improve students’ persistence in computing? Evaluating the effects of a lightweight, scalable self-assessment intervention on career-relevant attitudes and behaviors

Fisk, S. R., Hudson, T., Dobar, E. B., Hunt, C., Dress, C., Akram, B., … Barnes, T. (2025, September 12). Computer Science Education, Vol. 9.

author keywords: Self-assessment intervention; self-assessments of ability; career-choice; computing careers; STEM careers
topics (OpenAlex): Teaching and Learning Programming; Career Development and Diversity; Gender and Technology in Education
Sources: Web Of Science, NC State University Libraries
Added: September 29, 2025

2025 article

Enhancing stealth assessment in game-based learning through goal recognition

Gupta, A., Min, W., Carpenter, D., Azevedo, R., & Lester, J. (2025, September 23). Journal of Research on Technology in Education, Vol. 9.

co-author countries: China 🇨🇳 Spain 🇪🇸
author keywords: Multimodal learning analytics; natural language processing; reflection; game-based learning
topics (OpenAlex): Educational Games and Gamification; Teaching and Learning Programming; Intelligent Tutoring Systems and Adaptive Learning
Sources: Web Of Science, NC State University Libraries
Added: September 29, 2025

2025 article

Examining the Adaptation of an Infusing Computing Professional Development Program to a Rwandan Context

Isvik, A., Cateté, V., & Uwamahoro, J. (2025, October 21).

By: A. Isvik, V. Cateté & J. Uwamahoro

topics (OpenAlex):
Source: ORCID
Added: September 29, 2025

2025 article

Predicting patient enrollment in a telephone-based principal care management service using topic modeling

Rus, A. M. M., Ivy, J. S., Chi, M., Plyler, M., Wells-Gray, E., & Mayorga, M. E. (2025, September 18). PLOS Digital Health, Vol. 4.

By: A. Rus n, J. Ivy n, M. Chi n, M. Plyler n, E. Wells-Gray* & M. Mayorga n

topics (OpenAlex): Computational and Text Analysis Methods; Data-Driven Disease Surveillance
Sources: Web Of Science, NC State University Libraries
Added: September 29, 2025

2025 article

Improving Student Modeling in Game-Based Learning with Multi-task Learning for Stealth Assessment and Goal Recognition

By: A. Gupta, W. Min*, D. Carpenter, R. Azevedo & J. Lester

topics (OpenAlex): Educational Games and Gamification; Intelligent Tutoring Systems and Adaptive Learning; Teaching and Learning Programming
Source: ORCID
Added: July 19, 2025

2025 article

A Comparison of On-Demand Hints and Progress Bar Feedback on Programming Exercises

Asad, I., Sibia, N., Bernuy, A. Z., Liut, M., Price, T., & Petersen, A. (2025, June 13).

co-author countries: Canada 🇨🇦
topics (OpenAlex): Teaching and Learning Programming; Experimental Learning in Engineering; Software Testing and Debugging Techniques
Source: ORCID
Added: June 17, 2025

2025 article

Comparative Analysis of STEM and Non-STEM Teachers’ Needs for Integrating AI into Educational Environments

By: B. Riahi & V. Cateté*

topics (OpenAlex): Teaching and Learning Programming; Online Learning and Analytics; Educational Games and Gamification
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
4. Quality Education (OpenAlex)
Source: ORCID
Added: May 31, 2025

2025 article

Applying Large Language Models to Enhance Dialogue and Communication Analysis for Adaptive Team Training

Spain, R., Min, W., Kumaran, V., Pande, J., Saville, J., & Lester, J. (2025, May 14). International Journal of Artificial Intelligence in Education, Vol. 5.

author keywords: Natural language processing; Large language models; Team communication analysis; Dialogue act recognition
topics (OpenAlex): Speech and dialogue systems; Topic Modeling; Team Dynamics and Performance
Sources: Web Of Science, NC State University Libraries
Added: May 27, 2025

2025 article

Measuring upper-elementary students’ understanding of AI concepts – a Rasch model analysis

Chakraburty, S., Glazewski, K. D., Hmelo-Silver, C. E., Valdivia, D. S., Ottenbreit-Leftwich, A., Mott, B., & Lester, J. (2025, April 28). Information and Learning Sciences.

By: S. Chakraburty, K. Glazewski*, C. Hmelo-Silver, D. Valdivia, A. Ottenbreit-Leftwich, B. Mott*, J. Lester*

author keywords: Learning progressions; AI education; Upper-elementary; Assessments; Rasch model
topics (OpenAlex): Teaching and Learning Programming; Online Learning and Analytics; Educational Games and Gamification
Source: Web Of Science
Added: May 27, 2025

2025 article

What Does It Take to Support Problem Solving in Programming Classrooms? A New Framework from the K-12 Teacher Perspective

Limke, A., Islam, S., Riahi, B., Tian, X., Hill, M., Cateté, V., & Barnes, T. (2025, April 23). EXTENDED ABSTRACTS OF THE 2025 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, CHI 2025.

author keywords: K12 Teachers; Programming Education; Secondary Computing Education; Orchestrating Computing Activities; Teacher Interviews
topics (OpenAlex): Teaching and Learning Programming; Educational Games and Gamification; Innovative Teaching and Learning Methods
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
4. Quality Education (OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: April 23, 2025

2025 article

Collaborative Game-based Learning Analytics: Predicting Learning Outcomes from Game-based Collaborative Problem Solving Behaviors

Acosta, H., Hong, D., Lee, S., Min, W., Mott, B., Hmelo-Silver, C., & Lester, J. (2025, February 21). FIFTEENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, LAK 2025, pp. 429–438.

By: H. Acosta n, D. Hong*, S. Lee n, W. Min n, B. Mott n, C. Hmelo-Silver*, J. Lester n

author keywords: Collaborative Game-Based Learning; Collaborative Problem Solving; Trace Log Analysis; Explainable Machine Learning
topics (OpenAlex): Educational Games and Gamification; Innovative Teaching and Learning Methods; Online Learning and Analytics
Sources: Web Of Science, NC State University Libraries
Added: April 21, 2025

2025 article

Platform-based Adaptive Experimental Research in Education

Musabirov, I., Reza, M., Song, H., Moore, S., Chen, P., Kumar, H., … Williams, J. J. (2025, February 21). FIFTEENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, LAK 2025, pp. 13–23.

co-author countries: Canada 🇨🇦 Italy 🇮🇹
author keywords: adaptive experiments; posterior sampling; experimentation platforms; educational technology; human-computer interaction
topics (OpenAlex): Scientific Computing and Data Management; Online Learning and Analytics; Innovative Teaching and Learning Methods
Sources: Web Of Science, NC State University Libraries
Added: April 21, 2025

2025 article

A scaffolding model for designing and implementing work-integrated learning experiences based on the analysis of the university and company's arrangements

Díaz, B., Delgado, C., Han, K., & Lynch, C. (2025, April 2). Higher Education, Vol. 4.

By: B. Díaz n, C. Delgado n, K. Han n & C. Lynch n

author keywords: Work-integrated learning; Communities of practice; Scaffolding learning; University company arrangements
topics (OpenAlex): Higher Education and Employability; Higher Education Learning Practices; Innovative Education and Learning Practices
Sources: Web Of Science, NC State University Libraries, ORCID
Added: April 14, 2025

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