Digital Transformation of Education

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.

2025 conference paper

Designing Looms as Kits for Collaborative Assembly

Speer, S., Yankova, N., Huang, J., Rosé, C., Peppler, K. A., McCann, J., & Martinez, M. O. (2025, September 28).

By: S. Speer, N. Yankova, J. Huang, C. Rosé, K. Peppler, J. McCann, M. Martinez

topics (OpenAlex):
Source: ORCID
Added: October 1, 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

R. Fisk, S., Hudson, T., Dobar, E. B., Hunt, C., Dress, C., Akram, B., … Barnes, T. (2025, September 14). COMPUTER SCIENCE EDUCATION.

By: S. R. Fisk, T. Hudson, E. Dobar, C. Hunt, C. Dress, B. Akram, T. Price, L. Battestilli, T. Barnes

author keywords: Self-assessment intervention; self-assessments of ability; career-choice; computing careers; STEM careers
topics (OpenAlex):
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 11). JOURNAL OF RESEARCH ON TECHNOLOGY IN EDUCATION.

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 journal article

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

PLOS DIGITAL HEALTH, 4(9).

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 review

The affordances of Artificial Intelligence (AI) and ethical considerations across the instruction cycle: A systematic review of AI in online higher education

[Review of ]. INTERNET AND HIGHER EDUCATION, 67.

By: M. Zhuang, S. Long, F. Martin & D. Castellanos-Reyes

author keywords: AIEd; AI affordance; Higher education; Online education; Instruction cycle
topics (OpenAlex):
Sources: Web Of Science, NC State University Libraries
Added: August 11, 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 26).

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 conference paper

A Systematic Review of Learning Analytics Research on the Community of Inquiry Framework

American Educational Research Association Annual Meeting. Presented at the American Educational Research Association Annual Meeting, Denver, CO, USA.

By: S. Caskurlu, D. Castellanos-Reyes, J. Lim & K. Kozan

Source: NC State University Libraries
Added: April 12, 2025

2025 conference paper

Generative AI for Researching Cognitive Presence in Online Learning Environments

American Educational Research Association Annual Meeting. Presented at the American Educational Research Association Annual Meeting, Denver, CO, USA.

By: D. Castellanos-Reyes, L. Olesova & A. Sadaf

Source: NC State University Libraries
Added: April 12, 2025

2025 conference paper

Transforming Connections into Scholarly Collaborations: a Social Network Analysis of an Educational Research Institution

American Educational Research Association Annual Meeting. Presented at the American Educational Research Association Annual Meeting, Denver, CO, USA.

By: D. Smyslova & D. Castellanos-Reyes

Source: NC State University Libraries
Added: April 12, 2025

2025 journal article

Transforming online learning research: Leveraging GPT large language models for automated content analysis of cognitive presence

The Internet and Higher Education, 65, 101001.

By: D. Castellanos-Reyes, L. Olesova & A. Sadaf

author keywords: Cognitive presence; Online learning; Artificial intelligence in education; Automated content analysis; Discussion boards; Large language models; GPT
topics (OpenAlex): Online Learning and Analytics; Online and Blended Learning; Innovative Teaching and Learning Methods
Sources: Crossref, NC State University Libraries, Web Of Science
Added: March 2, 2025

2024 article

Empowering Secondary School Teachers: Creating, Executing, and Evaluating a Transformative Professional Development Course on ChatGPT

2024 IEEE FRONTIERS IN EDUCATION CONFERENCE, FIE.

By: H. Reichert n, B. Tabarsi n, Z. Zang*, C. Fennell*, I. Bhandari*, D. Robinson*, M. Drayton*, C. Crofton* ...

author keywords: K-12; large language models; chatgpt; professional development; secondary education
topics (OpenAlex): Artificial Intelligence in Healthcare and Education; Online Learning and Analytics
Sources: Web Of Science, NC State University Libraries
Added: June 30, 2025

2024 conference paper

Parsing the Use of Computational Concepts with Scratch Projects

In I. K. In J. Clarke-Midura (Ed.), Proceedings of the International Conference on Computer-supported for Collaborative Learning (pp. 293–296).

By: J. Huang*

Ed(s): I. In J. Clarke-Midura

topics (OpenAlex): Model-Driven Software Engineering Techniques; AI-based Problem Solving and Planning; Semantic Web and Ontologies
Source: ORCID
Added: June 5, 2025

2024 article

Transforming Online Learning Research: Leveraging GPT Large Language Models for Automated Content Analysis of Cognitive Presence

Castellanos-Reyes, D., Olesova, L., & Sadaf, A. (2024, May 28).

topics (OpenAlex): Online and Blended Learning; Online Learning and Analytics; Innovative Teaching and Learning Methods
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
4. Quality Education (OpenAlex)
Source: ORCID
Added: March 28, 2025

2024 article

Transforming Online Learning Research: Leveraging GPT Large Language Models for Automated Content Analysis of Cognitive Presence

Castellanos-Reyes, D., Olesova, L., & Sadaf, A. (2024, May 28).

By: D. Castellanos-Reyes, L. Olesova & A. Sadaf

topics (OpenAlex): Topic Modeling; Online Learning and Analytics
Source: ORCID
Added: March 28, 2025

2024 conference paper

Creating Diverse Data Science Learning Pathways with the ADAPT Model

IUSE Summit. Poster presented at the IUSE Summit, Washington, DC.

By: S. Byun, R. Levy, S. Jiang, D. Castellanos-Reyes & J. McClure

Source: NC State University Libraries
Added: March 10, 2025

2024 conference paper

Educational Leadership Beyond the Classroom: Charting Your Course

NC Annual Hispanic/Latino Professional Educators Summit. Presented at the NC Annual Hispanic/Latino Professional Educators Summit.

By: D. Castellanos-Reyes

Source: NC State University Libraries
Added: March 10, 2025

2024 conference paper

Enhancing Open Educational Resources Sustainability and Impact: A Longitudinal Study Using Learning Analytics

American Educational Research Association Annual Meeting. Presented at the American Educational Research Association Annual Meeting, Philadelphia, PA, USA.

By: D. Castellanos-Reyes & D. Wiley

Source: NC State University Libraries
Added: March 10, 2025

2024 conference paper

Generative AI for Content Analysis of Discussion Board Text Data

Association for Educational Communications and Technology Annual Meeting. Presented at the Association for Educational Communications and Technology Annual Meeting, Kansas City, Kansas, USA.

By: D. Castellanos-Reyes, L. Olesova & A. Sadaf

Source: NC State University Libraries
Added: March 10, 2025

2024 conference paper

Impact of Debt Avoidance on Retention and Completion Rates of Bachelor’s Degree at 4-year public institutions

National Center for Education Statistics Data Institute. Presented at the National Center for Education Statistics Data Institute, Washington, D.C.

By: F. Abbas, G. Chu, C. Forney, D. Castellanos-Reyes, B. Williams & X. Zhang

Source: NC State University Libraries
Added: March 10, 2025

2024 article

Jigsaw: A Tool for Decomposing and Planning Programming Problems

2024 IEEE SYMPOSIUM ON VISUAL LANGUAGES AND HUMAN-CENTRIC COMPUTING, VL/HCC 2024, pp. 236–247.

author keywords: planning tool; CS1; decomposition; planning scaffolding
topics (OpenAlex): Teaching and Learning Programming
Sources: Web Of Science, NC State University Libraries
Added: March 10, 2025

2024 conference paper

Learning Analytics in Community of Inquiry Research

Association for Educational Communications and Technology Annual Meeting. Presented at the Association for Educational Communications and Technology Annual Meeting, Kansas City, Kansas, USA.

By: S. Caskurlu, K. Kozan, J. Lim & D. Castellanos-Reyes

Source: NC State University Libraries
Added: March 10, 2025

2024 conference paper

Systematic Review on the Affordances and Use of AI in Online Teaching for Higher Education

Association for Educational Communications and Technology Annual Meeting. Presented at the Association for Educational Communications and Technology Annual Meeting, Kansas City, Kansas, USA. https://virtual.oxfordabstracts.com/event/public/4164/submission/811

By: M. Zhuang, S. Long, F. Martin & D. Castellanos-Reyes

Source: NC State University Libraries
Added: March 10, 2025

2024 conference paper

Visualizing Interaction Patterns Within Practical Inquiry Model (PIM) Through Social Network Analysis (Poster 8)

AERA 2024. Presented at the AERA 2024.

By: L. Olesova*, H. Choi, D. Castellanos-Reyes, A. Sadaf, S. Gant & L. Cabrales

topics (OpenAlex): Innovative Teaching and Learning Methods; Online and Blended Learning; Educational Games and Gamification
Sources: Crossref, NC State University Libraries
Added: March 2, 2025

2024 journal article

The Impact of OER’s Continuous Improvement Cycles on Students’ Performance: A Longitudinal Analysis of the RISE Framework

The International Review of Research in Open and Distributed Learning, 25(4), 128–147.

topics (OpenAlex): Higher Education Learning Practices; Educational Assessment and Pedagogy; Education Systems and Policy
Sources: Crossref, NC State University Libraries, ORCID
Added: February 24, 2025

2024 article

"I Am Confused! How to Differentiate Between.?" Adaptive Follow-Up Questions Facilitate Tutor Learning with Effective Time-On-Task

ARTIFICIAL INTELLIGENCE IN EDUCATION, PT II, AIED 2024, Vol. 14830, pp. 17–30.

By: T. Shahriar* & N. Matsuda*

author keywords: Learning by teaching; conversational questions; large language model; in-context learning
topics (OpenAlex): Intelligent Tutoring Systems and Adaptive Learning; Innovative Teaching and Learning Methods; Visual and Cognitive Learning Processes
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: October 21, 2024

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