Educational Technology Commons^™

Data-Driven Analysis Of Lecture Capture Transcript Accuracy Of The Biomedical Foundations Course Using Automated Speech Recognition, Eleni Papadopoulos, Shaniece Lawrence, Steve Garwood, Dawn Shell, Jacqueline A. Giacobbe

Rowan-Virtua Research Day

To increase the accessibility and utility of lecture capture recordings, schools may utilize automated speech recognition (ASR) to generate closed-captions and transcripts. But, how accurate are these systems? This study analyzed 50 ASR-generated transcripts using word error rate (WER) and further sought to determine factors that impact accuracy. Only 19 of 50 (38%) transcripts met the 99% accuracy standard required by the Americans with Disabilities Act (ADA). The lecturer's accent was the most significant factor affecting accuracy, though medical jargon also presented a challenge. These findings suggest system improvements and manual review are necessary to ensure students receive accurate information.

Developing Narrative-Based Stem Learning Tool For K-6 Visually Impaired Students, Daniel Tsivkovski, Dylan Ravel, Jeffrey Kraskouskas, Brandon Foley, Maryam Etezad, Franceli Cibrian, Rajeev Joshi, Ariel Han

Student Scholar Symposium Abstracts and Posters

This research develops a free, accessible web application that enables K-6 students who are blind or visually impaired (BVI) to learn STEM concepts using refreshable braille displays. Currently, most online learning tools are not designed for BVI students, creating a significant educational barrier.

The application interfaces with commercial braille displays and uses narrative-based learning to make STEM content approachable and engaging. By presenting material as personalized interactive stories generated with the help of Artificial Intellligence (AI), students can connect with concepts while developing braille reading skills. The curriculum design prioritizes accessibility through the Accessible Rich Internet Applications (ARIA) standards and …

Teaching And Technology: Diagnostic Abilities Of Chatgpt For English Article Usage Errors In Turkish Esl University Students’ Academic Writing, Daniela Hong

Senior Honors Theses

This study examines how the large language model (LLM) ChatGPT can support teachers of Turkish learners of English as a Second Language (ESL) in addressing one of the most persistent cross-linguistic challenges in academic writing: the misuse of the definite article “the.” Because Turkish lacks a grammatical article system entirely, Turkish learners frequently omit or misapply the definite article in ways that reflect deeper structural differences between English and Turkish rather than simple errors. Writing samples were elicited from two proficiency levels of English in Turkish university English courses and analyzed through ChatGPT to determine whether AI could accurately diagnose …

Sparking Teacher Educators’ Engagement With Generative Ai Through Narrative Case Studies: Ethical Considerations And Pedagogical Implications, Brady Nash, Ann Mackenzie, Todd Edwards, Sherrill Sellers

Ohio Journal of Teacher Education

This study examines how teacher educators critically engage with generative AI through narrative case studies, highlighting ethical and pedagogical considerations in teacher preparation. Grounded in threshold concepts —transformative disciplinary ideas that emphasize equity and justice —the research highlights educators’ concerns about AI’s impact on academic integrity, algorithmic bias, and teacher-student relationships. Analyzing discussions of the cases among multidisciplinary faculty and preservice teachers reveals tensions between AI’s transformative potential and the ethical challenges it poses. Findings underscore the need to integrate nuanced, reflective case-based learning into teacher preparation programs, fostering informed ethical decision-making and pedagogical adaptability in response to generative AI.

More Magicschool: A Follow-Up Study On The Use Of Generative Ai By Southwest Ohio Teachers, Lauren Angelone, Brett Burton

Ohio Journal of Teacher Education

This study extends prior research examining K-12 teachers’ use of Generative Artificial Intelligence (AI) in southwest Ohio within the context of recent legislation requiring districts to adopt AI policies by July 1, 2026. Using thematic analysis, survey responses from teachers across two suburban public school districts were examined. Findings indicate that teachers continue to use AI primarily for planning and communication, with more advanced applications emerging since the previous study. Teachers reported expanded use for differentiated instruction, including materials aligned to Individualized Education Programs (IEPs), enrichment activities, and formative feedback. AI was also used to streamline professional communication. While these …

Competition In The Classroom: Using Technology And Non-Technology Games To Engage And Motivate Vocabulary Learners, Melissa Holmes, Hannah Chai, Dusty Columbia Embury, Michelle A. Fleming

Ohio Journal of Teacher Education

Vocabulary development plays a critical role in supporting comprehension and content learning. This study explored seventh grade students’ engagement and motivation when learning vocabulary through technology-based and non-technology-based games. The purpose was to examine how gamified instruction influenced participation and learning. Findings indicated that students demonstrated higher levels of engagement and excitement when lessons included friendly competition. Both technology-based and non-technology-based games encouraged active participation and sustained attention during vocabulary instruction. This study found that when vocabulary was gamified through technology and non-technology games, the students were more motivated to participate and learn, leading to stronger achievement and student success. …

It’S No Longer Greek To Me: A Gamified Parsing Study Tool, Josiah J. Lane

Senior Honors Theses

Learning Koine Greek presents significant challenges due to the language’s complex morphology, including multiple verbal forms encoding tense, aspect, mood, voice, person, and number. Traditional methods relying on rote memorization often fail to support long-term retention and rapid parsing ability. This project presents a web-based parsing study tool designed to address these challenges by integrating spaced repetition algorithms, active recall, and gamification principles. The system leverages a relational database of lexical forms and parsed words, enabling adaptive scheduling of practice items based on individual learner performance. Gamified elements, including scoring, progress tracking, and immediate feedback, sustain engagement and encourage consistent …

The Transformational Role Of Perceived Self-Efficacy In Combating Online Exam Anxiety, Ana Pereles, Carmen Romero-García

Higher Learning Research Communications

Objective:This study investigates how university students’ perceived self-efficacy influences anxiety levels during online examinations, a pressing issue amplified by disruptions caused by coronavirus disease 2019 (COVID-19) and the rise of artificial intelligence (AI)–driven assessment concerns. The aim is to analyze the relationship between self-efficacy and online test anxiety, identifying effective strategies to mitigate its effects.

Method: A systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology was conducted. Searches in Scielo, Web of Science, Scopus, ProQuest Education, Google Scholar, and Dialnet databases included peer-reviewed articles in education, psychology, social sciences, and computer sciences, published …

Educator Perceptions And Uses Of Generative Artificial Intelligence (Genai) In Middle Level, Secondary, And Higher Education Classrooms, Rachel Stowers

Honors Capstones

GenAI has experienced rapid growth and controversy over its benefits, drawbacks, and ethicality in education. This study examines Illinois educators’ attitudes and classroom use of GenAI across middle school, high school, and higher education. Data was collected through a digital survey containing both quantitative and short-answer questions, yielding 330 respondents who were practicing teachers, along with five supplemental interviews. Preliminary results show that respondents ages 20–29 reported the highest understanding of how to use GenAI yet were also the most likely to express ethical discomfort, with 45.9% disagreeing that they feel comfortable using it ethically. While responses varied, educators generally …

Can A Different Research Poster Format Increase Attendee Engagement? A Case Report., Elizabeth M. Ardolino, Kelli Nielsen, Mike Morrison, Jane E. Sullivan

Journal of Innovation in Health Sciences Education

Introduction: Poster sessions are a widely used method of knowledge dissemination at professional conferences, yet their effectiveness in promoting engagement and knowledge transfer is uncertain. Traditional poster formats often follow a dense, text-heavy structure that may contribute to cognitive overload. Billboard-style posters, grounded in Cognitive Load Theory, offer an alternative design intended to enhance clarity and engagement.

Methods: This case report describes a three-year implementation (2022–2024) of billboard-style posters at the Academy of Neurologic Physical Therapy Annual Conference. Attendees were invited to complete a brief survey after viewing either traditional or billboard-style posters. The survey assessed engagement (time spent reading …

Innovative Framework And Checklist For Enhancing Interprofessional Education: A Literature Review Of Program Design, Delivery, And Outcome Measurement, Stacy Castronova, Lori Rainchuso

Journal of Innovation in Health Sciences Education

Introduction: This dual-focused study aimed (1) to conduct a comprehensive literature review of interprofessional education (IPE) initiatives across health disciplines to examine collaboration patterns, delivery methods, validated assessment tools, and outcome measures and (2) to develop an evidence-informed framework and checklist, based on the findings and identified gaps, to improve the standardization and reporting of IPE programs.

Methods: A comprehensive literature search was conducted across three professional databases, targeting peer-reviewed publications from 2012 to 2024. Inclusion criteria prioritized studies that provided detailed descriptions of IPE intervention delivery, utilized validated measurement tools, and demonstrated participant engagement to ensure the selection …

R Software Tutorials For Introductory Statistics Courses, Erica M. Hurst

All Graduate Reports and Creative Projects, Fall 2023 to Present

This project focused on creating online resources for using the statistical software package R in an introductory statistics course at Utah State University. The goal was to make R more accessible, user-friendly, and engaging for learners. To do this, existing written materials were moved to a new section of an online website called Stats Stuff. Then interactive features were added such as step-by-step video tutorials, real datasets, and an embedded coding tool. These resources have been in use for the past four years and have helped students build confidence and enhance their statistical learning experience.

The Impact Of Community On Professional Identity In Computer Science Education, Ian A. Kollipara

School of Computing: Dissertations, Theses, and Student Research

This thesis explores the application of Communities of Practice (CoPs) in Computer Science Education. The work consists of two qualitative studies examining related but distinct populations: (1) K–12 CS teachers and (2) undergraduate CS students. The first study presents a retrospective analysis of conneCTION, an online CoP for K–12 CS educators, identifying strengths, weaknesses, and design considerations that inform future platform development. The second study investigates how participation in a CoP can mitigate negative and exclusionary stereotypes in CS. This study was conducted in an under-explored context: a small, private, religious, Midwestern university, and examines an existing community, the Programming …

Digital Citizenship In The Age Of Misinformation: Teaching Students To Think Before Sharing, William Green

Ohio Journal of Teacher Education

High school students face a daily overload of information from social media, search engines, and AI tools, much of which is unverified or misleading. While schools often emphasize digital safety and etiquette, there is a pressing need to expand digital citizenship instruction to include critical thinking and media literacy. This article argues that preparing students to evaluate sources, identify bias, and question the credibility of digital content should be a fundamental instructional priority. Drawing from classroom practice and emerging research, the article outlines three concrete, adaptable strategies educators can implement immediately: lateral reading exercises, guided source analysis, and …

Technology-Supported Literacy Instruction In Elementary Classrooms (K-5): Perspectives Of Student Teachers In Western Kentucky, Ila B. Shirrell

Honors College Theses

The use of technology in elementary classrooms (kindergarten–fifth grade) has increased significantly with the goal of enhancing instruction. Additionally, educational technology is being used to improve literacy skills, reading recovery, and comprehension. This study examined how technology supports literacy development and instruction in elementary classrooms by drawing upon the perspectives of current student teachers. Student teachers from Murray State University, placed in third through fifth grade classrooms in Western Kentucky, were interviewed. The interviews assessed how technology was used for literacy instruction, including the extent of its effectiveness and potential challenges. Responses were transcribed and analyzed. The themes of evidence-based …

Assessing The Effectiveness Of Ai-Based Adaptive Learning Systems In Higher Education, Ibrahim Olasunkanmi Yusuf, Suleiman Yusuf

Journal of Educational Leadership in Action

The integration of artificial intelligence (AI) in education is transforming teaching and learning by enhancing outcomes and personalizing learning experiences. This study investigates the effectiveness of AI-based adaptive learning systems in higher education using a quantitative research design involving 500 students from five institutions. The primary goal is to assess the impact of these systems on academic performance, student engagement, and retention rates. Data were collected through surveys and academic records, comparing students using adaptive learning systems to those in traditional classroom environments. Academic performance of students utilizing AI systems demonstrated significant improvement in grades compared to peers in conventional …

Integrating Artificial Intelligence Into Academic Writing: Development Of A Student-Centered Ethical Toolkit, Matteo Landais

Theses

The rapid growth of generative artificial intelligence in higher education has introduced new challenges surrounding authorship, academic integrity, and the role of writing in student learning. While institutional responses have often focused on restriction, surveillance, and AI detection, students continue to incorporate AI tools into their writing practices in increasingly normalized ways. This project argues that the issue is not simply whether students use AI, but how they use it and whether that use supports meaningful engagement with the writing process.

This applied project proposes a process-oriented and student-centered framework for the ethical integration of AI into academic writing. Learning …

National Assessment Program – Ict Literacy 2025. Technical Report., Kate O'Malley, Steven Kambouris, Dulce Lay, Amira Mahmood, Frances Eveleigh, Jorge Fallas

ICT - Digital Literacy

The primary purpose of the NAP–ICT Literacy 2025 technical report is to detail the technical aspects of the assessment. It outlines the key activities undertaken in the design, sampling, data collection, analysis, and reporting phases of the national sample assessment. The 2025 cycle marks the seventh national assessment of ICT literacy. Notably, the 2025 assessment was administered in May, a shift of 5 months from previous cycles, which were held in October. For this reason, changes in achievement between 2025 and previous cycles of the NAP–ICT Literacy assessment should be interpreted with some caution. The NAP–ICT Literacy 2025 assessment was …

National Assessment Program – Ict Literacy 2025. Public Report, Tim Friedman, Kate O'Malley, Frances Eveleigh, Wolfram Schulz

ICT - Digital Literacy

This report presents the findings from the seventh National Assessment Program – Information and Communication Technology Literacy (NAP–ICT Literacy) assessment cycle. The assessment was conducted in May 2025 with representative samples of Year 6 and Year 10 students across Australia. The report includes comparisons, where appropriate, with findings from previous NAP–ICT Literacy assessment cycles. NAP–ICT Literacy assesses students’ ability to use ICT and digital tools appropriately, safely and effectively across a range of real-world contexts. The assessment evaluates a broad range of skills, including: accessing, managing and evaluating information, developing new understandings, applying computational, design and systems thinking, communicating and …

Techno-Imagination: Elevating Creativity Through Xr And Ai, Christopher Spitzer

Creativity and Change Leadership Graduate Student Master's Projects

Techno-Imagination: Elevating Creativity Through XR and AI explores the history of creativity and computing technology, supported by research and academic literature, and looks at the possibilities of a convergence between the two. In parallel, a brief biographical story of the author shares how a passion for creativity emerged, along with a growing interest in science and technology—specifically extended reality—which ultimately came together in the creation of this master’s project. The project also highlights how the Creative Problem Solving (CPS) process was used alongside AI bots and twenty research-based creative thinking skills in developing the business model canvas. Finally, the outcome …