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

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

Event: American Educational Research Association Annual Meeting at Denver, CO, USA on April 23-27, 2025

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

Event: American Educational Research Association Annual Meeting at Denver, CO, USA on April 23-27, 2025

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

Event: American Educational Research Association Annual Meeting at Denver, CO, USA on April 23-27, 2025

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 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

Event: IUSE Summit at Washington, DC

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

Event: NC Annual Hispanic/Latino Professional Educators Summit on February 10, 2024

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

Event: American Educational Research Association Annual Meeting at Philadelphia, PA, USA on April 10-15, 2024

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

Event: Association for Educational Communications and Technology Annual Meeting at Kansas City, Kansas, USA on October 22, 2024

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

Event: National Center for Education Statistics Data Institute at Washington, D.C

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

Event: Association for Educational Communications and Technology Annual Meeting at Kansas City, Kansas, USA on October 21, 2024

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

Event: Association for Educational Communications and Technology Annual Meeting at Kansas City, Kansas, USA on October 20, 2024

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

Event: AERA 2024

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
Sources: Web Of Science, NC State University Libraries
Added: October 21, 2024

2024 article

Scaffolding Novices: Analyzing When and How Parsons Problems Impact Novice Programming in an Integrated Science Assignment

20TH ANNUAL ACM CONFERENCE ON INTERNATIONAL COMPUTING EDUCATION RESEARCH, ICER 2024, VOL 1, pp. 42–54.

author keywords: Novice Programming; Block-based Programming; Data-driven Methods; Parsons Problems; Progress
topics (OpenAlex): Teaching and Learning Programming; Innovative Teaching and Learning Methods; Education and Critical Thinking Development
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science; OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: August 8, 2024

2024 article

Cracking the Cultural Code: Understanding the Cultural Barriers for International CS Students in the US

PROCEEDINGS OF THE CONFERENCE FOR RESEARCH ON EQUITABLE AND SUSTAINED PARTICIPATION IN ENGINEERING, COMPUTING, AND TECHNOLOGY, RESPECT 2024, pp. 293–301.

author keywords: cultural identity; culturally relevant computing; international students; inclusive computing curricula and pedagogy
topics (OpenAlex): Teaching and Learning Programming; Gender and Technology in Education; Innovative Education and Learning Practices
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science; OpenAlex)
Source: Web Of Science
Added: July 17, 2024

2024 journal article

Example, Nudge, or Practice? Assessing Metacognitive Knowledge Transfer of Factual and Procedural Learners

User Modeling and User-Adapted Interaction, 7.

author keywords: Knowledge transfer; Metacognitive knowledge; Factual knowledge; Procedural knowledge; Conditional knowledge
topics (OpenAlex): Innovative Teaching and Learning Methods; Education and Critical Thinking Development; Educational Strategies and Epistemologies
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, NC State University Libraries
Added: July 17, 2024

2024 article

Toward a More Diverse and Equitable Food Distribution System: Amplifying Diversity, Equity and Inclusion in Food Bank Operations

Hamilton, M., Morrow, B. F., Davis, L. B., Morgan, S., Ivy, J. S., Jiang, S., … Hilliard, K. (2024, May 17). PRODUCTION AND OPERATIONS MANAGEMENT.

By: M. Hamilton*, B. Morrow*, L. Davis*, S. Morgan*, J. Ivy*, S. Jiang*, M. Chi n, K. Hilliard*

author keywords: Food insecurity; hunger relief; culturally relevant food; equity
topics (OpenAlex): Food Security and Health in Diverse Populations; Food Waste Reduction and Sustainability; Homelessness and Social Issues
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
Source: Web Of Science
Added: June 3, 2024

2024 article

Contextualizing Plans: Aligning Students Goals and Plans During Game-Based Inquiry Science Learning

LEARNING AND COLLABORATION TECHNOLOGIES, PT II, LCT 2024, Vol. 14723, pp. 113–128.

By: M. Wiedbusch, D. Dever, A. Goslen*, D. Carpenter*, C. Marano, K. Smith, R. Azevedo*

author keywords: Game-based learning; Goal Setting; Planning
topics (OpenAlex): Educational Games and Gamification; Education and Critical Thinking Development; Innovative Teaching Methods
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: June 1, 2024

2024 article

A Survey of K-12 Teacher Needs for an Online Programming Learning System

EXTENDED ABSTRACTS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, CHI 2024.

By: A. Limke n, V. Catete n, M. Hill n & T. Barnes n

author keywords: Programming learning; K-12; learning systems; K-12 teachers; Online learning environments
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 (Web of Science; OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: May 15, 2024

2024 journal article

The evolution of social presence: A longitudinal exploration of the effect of online students' peer-interactions using social network analysis

The Internet and Higher Education, 61, 100939.

author keywords: Social presence; Longitudinal network analysis; Interaction; Online learning; Influence; SAOM
topics (OpenAlex): Online and Blended Learning; Impact of Technology on Adolescents; Online Learning and Analytics
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, Crossref, ORCID
Added: April 29, 2024

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