Educational Technology Commons^™

Permission Granted? Navigating Ai Use In Graduate Speech-Language Pathology Education, Megann Mcgill, Ana Rivera Rodriguez, Alayna Townsend, Kelly Roy, Christine Fiestas

Teaching and Learning in Communication Sciences & Disorders

The rapid expansion of artificial intelligence (AI), particularly generative AI (GenAI), is transforming higher education and raising important questions about its role in graduate professional training. Speech-language pathology (SLP) programs face the dual challenge of preparing students to engage with AI technologies that are increasingly present in clinical and academic environments while also safeguarding academic integrity, ethical practice, and skill development. This tutorial paper describes the development and delivery of a one-hour, synchronous virtual AI training created for graduate students in a hybrid online Master of Science in SLP program at the University of St. Augustine for Health Sciences. The …

The Association Between Generative Artificial Intelligence Use And Students' Critical Thinking Performance In Uae Higher Education, Halima Omar

Thesis/ Dissertation Defenses

The rapid integration of Artificial Intelligence (AI) into higher education has reshaped how students engage with learning, raising critical questions about its influence on higher-order cognitive development. This topic is particularly prominent in the United Arab Emirates (UAE), where national priorities emphasize technological dominance and the development of a knowledge-based economy that demands the cultivation of graduates’ critical thinking competencies. Despite widespread AI adoption, empirical evidence linking patterns of AI use to critical thinking performance remains scarce. This dissertation fulfils this gap by examining the relationship between AI use and critical thinking among UAE higher education students, with particular attention …

The One-Shot Ceiling: Comparing Rag And Fine-Tuning Architectures For Ai-Assisted Math Mentoring, Michael J. Cummins

Computer Science Honors Papers

Providing individualized feedback to math students is a resource-intensive bottleneck in STEM education. We present Mentir-AI, a tool designed to elevate teacher capacity by generating high-quality mathematical feedback using the Mathforum's "Problem of the Week" archive. By analyzing a corpus of nearly one million interactions, we compare the efficacy of Retrieval-Augmented Generation (RAG) and Fine-Tuning (FT) architectures. This study details the development of an automated grading pipeline, the evolution of a multi-component system prompt, and the implementation of an automated mentor grading system in AI-led evaluation. While Fine-Tuning demonstrates superior instructional judgement, our results identify persistent failure modes in mathematical …

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 …

Building A Course-Specific Genai Chatbot: A Comprehensive Tutorial And Comparison, Elias Gil, David Han, Joseph Mendez

TxDLA Journal of Digital Learning

This practitioner article presents a step-by-step guide for designing and embedding a course-specific generative AI chatbot using the Botpress platform. Aimed at digital learning practitioners and instructional designers, the article demonstrates how curated knowledge bases, carefully crafted prompts, and seamless LMS integration can create AI-powered teaching assistants that support student engagement and learning. Drawing on recent scholarship, the work highlights opportunities and challenges in leveraging generative AI for higher education, including accuracy, trust, and ethical considerations. A comparative analysis of alternative platforms such as ChatGPT and Google Dialogflow, further contextualizes Botpress within the broader landscape of AI-enabled educational tools. By …

Situating Ai Within The History Of Technological Adaptation In Law, Karin Mika

SLU Law Journal Online

This Article argues that the current anxiety surrounding generative artificial intelligence (AI) in the legal academy is the latest iteration of a recurring historical cycle. By examining the introduction of other technological enhancements in the law, the author demonstrates that each technological shift was initially met with skepticism regarding the potential loss of critical thinking skills. However, history shows that these tools ultimately pushed the profession away from a focus on mechanical form and toward a deeper engagement with substantive analysis and strategic advocacy. Rather than posing an existential threat, AI represents a logical next step that can automate the …

The Obverse-Turing Test: Rethinking Authorship, Trust, And Time In An Accelerated Age, Michael J. Miller, Chatgpt (Ai~Nesbo+)

Psychology

In this paper, we propose a new test for scientific accountability in the era of artificial intelligence: the Obverse Turing Test for Authorship. While the traditional Turing test focuses on a machine's ability to mimic human intelligence, our test addresses the question: when should a scientific contribution involving artificial intelligence be attributed joint authorship? We argue that more and more authors are using AI in the idea generation and elaboration stages of their work, but rarely acknowledge this use explicitly. To examine this gap, we analyze examples of human–AI interactions across fields and propose a new approach to authorship based …

The Role Of Technology In Education: Friend Or Fiend?, Michaela A. Morgan

West Chester University Graduate Theses, Dissertations, and Final Projects

In this paper we will be examining the role of educational technology in the United States through a critical lens with the purpose of arguing that the growing dependence on EdTech, standardized testing, and data-driven instruction has contributed to the privatization, dehumanization, and inequity of public education. Drawing from critical pedagogy, sociocultural theory, and educational research both recent and decades prior. In my paper I explore how technology in schools often functions less as a liberatory tool and more as a mechanism of surveillance, commodification, and control. We consider the historical roots of educational inequality, including eugenics, meritocracy, and colonial …

Human And Ai Support In Business Simulations: A Quasi-Experimental Mixed Methods Study Of Performance At Scale, Sara Willox

Graduate Studies Theses and Dissertations 2026

Large classes change what instruction looks like. In hybrid business courses with high enrollment, it becomes harder to respond to individual students, and performance can suffer as a result. This study looked at what happens when that gap is addressed in different ways during an eight-week business simulation at the University of Central Florida. Six course sections were divided into three study groups. One group worked without support, one received instructor guidance, and one used AI tools that included a course search system and generative responses. Student outcomes were based on weekly profit and loss recorded in Sim Companies. The …

Integrating Ai-Llms Into Educational Practices: A Study On Pre-Service Teachers' Readiness And Concerns, Jayrome L. Núñez, Wendell A. Lived, Jomar M. Urbano, Mark Anthony F. Jamisal, Mariecres B. Hontiveros

FDLA Journal

The integration of Artificial Intelligence (AI), particularly Large Language Models (LLMs), into educational practices has become increasingly relevant, influencing pre-service teachers' preparedness and engagement. This study examines the readiness and concerns of pre-service teachers in adopting AI-LLMs for teaching, filling a gap in literature on AI's role in teacher education. Using a cross-tabulation analysis of survey data from 685 respondents across different educational majors and academic levels, the study highlights variations in AI adoption, familiarity, and ethical considerations. Findings indicate that AI engagement grows with academic progression, with Secondary Education majors demonstrating higher adoption rates than Elementary Education majors. While …

9th Gsep Research Symposium - 2025

GSEP Research Symposium

The Ninth Annual GSEP Research Symposium, themed "Building Bridges to Elevate Humanity: Innovations and Insights in Education and Psychology", was hosted by the Pepperdine University Graduate School of Education and Psychology (GSEP) on June 19–20, 2025, at the historic Château d’Hauteville in Switzerland and virtually via Zoom.

This hybrid symposium convened a vibrant global community of students, alumni, faculty, and scholars to share research that addresses real-world challenges, advances scholarly inquiry, and builds pathways for inclusive collaboration and leadership. Spanning a wide array of topics—from artificial intelligence and mental health to trauma-informed practices, educational equity, social justice, and cross-cultural leadership—the …

Educational Use Of Artificial Intelligence In Doctor Of Health Sciences Programs, G. Zipp, Christina B. Gunther, Douglas Kuperman, Jill Moore, Lori Rainchuso

Journal of Innovation in Health Sciences Education

Introduction: Artificial intelligence (AI) has gained increased attention in higher education with the identification of several strengths, weaknesses, opportunities, and threats regarding its utility. The aim of this study was to ascertain how doctoral programs in health sciences utilize AI as academicians and instructors.

Methods: An electronic survey was distributed to all Association of Doctoral Programs in Health Science (ADPHS) members on the mailing list (n=51), with n=19 (37.3%) voluntarily responding.

Results: The findings revealed both enthusiasm and caution regarding the use of AI in doctoral health sciences education, reflecting similar broader trends identified in the literature. Despite institutional …

Exploring Artificial Intelligence Powered Audio Transcription Tools For Extension Workplace Efficiency, Joshua T. Campbell

Journal of Extension

Artificial intelligence is a rapidly advancing technology that has implications for nearly every workplace sector, including Cooperative Extension. While many of the uses and implications of artificial intelligence are not yet known, there are clear opportunities for Extension professionals to utilize artificial intelligence tools to increase their workplace efficiency. Extension professionals should be aware of the potential risks of this technology but should not shy away from utilizing it in their work. This article explores the use of audio transcription tools powered by artificial intelligence to aid in workplace efficiency for Extension professionals.

Bring Back The Blue-Book Exam: In An Age Of Ai, We Need To Return To Handwritten Assignments., Katie Day Good

University Faculty Publications and Creative Works

When ChatGPT was released three years ago, its ability to mimic human writing unsettled me. I’m a professor of communication; what did it mean that my students now had access to a machine that could communicate for them? My initial unease led to a half-joke with my colleagues. Universities could survive this threat, I ventured, but only if we reverted back to 19th-century teaching methods like Socratic dialogue, oral defenses, and lengthy essay exams. This once-laughable scenario is now a serious consideration for many faculty, including me.

Like many professors, I’ve recently abandoned take-home essays in favor of blue-book exams. …

Bridging Tradition And Technology: Ai As A Catalyst For Heritage Preservation And Humanities Research, Kholoud Ghaith

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

It is an empirical study examining how AI can be the driving force for cultural heritage and humanities conservation. As the AI tools that digitize, analyze, and conserve cultural resources have become in recent years, they have led to digital transformations in machine learning, digital twinning, and natural language processing. These technologies answer the industry's most challenging problems, such as the loss of historical material, access restrictions to heritage sites, and the labor-intensive nature of traditional conservation techniques. In implementing AI in heritage, institutions can document more accurately, keep records predictively, and offer more interesting public experiences via rich digital …

Integrating Ai In Academia: A Sem Evaluation Of Research Scholars Usage Intentions On Chatgpt, Sonal Sharma Phd, V. P. Joshith Phd, K Kavitha Med, Anusha Anthony Med

Higher Learning Research Communications

Objectives: In this study, we investigate the intentions of research scholars to use ChatGPT in their academic research endeavors by employing an extended Unified Theory of Acceptance and Use of Technology model, the UTAUT2, which examines factors such as performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation, habit, ethical concerns, and research excellence. By incorporating “research excellence” into the model, we aim to provide insights into artificial intelligence (AI) adoption in academic research settings and contribute to the broader discourse on the future of academic practices.

Method: We conducted a survey among 400 research scholars in Indian higher …

Growth Mindset And Generative Ai, J. Elizabeth Clark, Casandra Silva Sibilin

Open Educational Resources

This module expands the CUNY Learning Mindsets framework—originally developed with the University of Virginia’s Motivate Lab to support student motivation through growth, purpose and relevance, and sense of belonging (GPS)—by introducing a fourth module focused on generative artificial intelligence (Gen AI). Designed in spring 2025 by CUNY Learning Mindset Ambassadors Casandra Silva Sibilin and J. Elizabeth Clark, the module integrates growth mindset principles with emerging research on Gen AI to help educators and students engage with these tools as opportunities for learning and development rather than shortcuts or sources of academic misconduct.

The module provides an introduction to …

Artificial Intelligence: In Your Phone And In Your Head, Gabrielle A. Johnson

ENGL 1102 Showcase

Artificial intelligence (AI) innovation has gained traction in recent years due to large investments towards improving the average person’s daily life. While operating the parent companies of common platforms such as Amazon, Instagram, and Microsoft, America’s richest citizens have spent billions on improving and researching the recent technology. AI offers ‘shortcuts’ to many daily inconveniences, fostering an over-reliance on the technology that has also led to human shortcomings. By using artificial intelligence, students can easily fill in homework answers with no calculations or critical thinking necessary. Beyond academics, relying on this technology compromises a broader necessity: human connection. With chatbots …

A Wildfire Of A Thousand Words: Teaching Students How To Combat Pseudoscience In 2025, Michael Koperski

Honors Projects

When it comes to the modern age classroom, the world which both the students and teachers live in is filled to the brim with misinformation. Particularly, this misinformation comes in the form of pseudoscience, which showcases wrongfully applying scientific evidence to nonscientific phenomena. At the same time, there seemed to be a lack of understanding revolving around how this information could be wrong, especially given it has a basis in and can be spread further by the misuse of artificial intelligence. However, this project serves as a step stone towards potentially finding the means to help teach students the issue …

Exploring The Role Of Artificial Intelligence In Higher Education: A Comparative Study On Grading Methods And The Technology Acceptance Model, Roberto Bello

AMTP Proceedings 2025

The integration of artificial intelligence (AI) and large language models (LLMs) like ChatGPT has transformed higher education, offering innovative solutions for personalized learning and grading. This study investigates students’ perceptions and acceptance of AI-assisted grading compared to traditional teaching assistant (TA) grading using the Technology Acceptance Model (TAM). The research explores how grading methods and exam formats influence key TAM constructs such as perceived usefulness, ease of use, and behavioral intentions. Findings suggest that mixed exam formats (70% multiple-choice, 30% short-answer) yield the highest acceptance rates for AI-assisted grading, emphasizing the importance of balanced assessment structures. The study highlights the …

Understanding Ai In Education: Perspectives From Midwest School Stakeholder, Chelsea Feusner, Bryan Artman, Judy Henning, Michael Teahon, Chris Knoell

School Leadership Review

This research project aimed to delve into the perceptions and comprehension of artificial intelligence (AI) policy and usage among key stakeholders in Midwest schools, including superintendents, principals, teachers, and school librarians. This qualitative study explored the nuanced perspectives and insights of these individuals, shedding light on their understanding, concerns, and attitudes towards the integration of AI technologies within educational settings. Through in-depth focus groups and thematic analysis, the study endeavors to contribute valuable insights into the evolving landscape of AI in education, informing policy decisions and educational practices for the benefit of students and educators alike.

Investigating The Effect Of Ai Use Disclosure And Identity On Faculty Evaluation, Nchimunya Mwiinga

Honors Program Theses

This study examines how professors' disclosure of artificial intelligence (AI) use affects student evaluations and whether these effects vary by professor ethnicity and gender. Participants reviewed identical course materials attributed to professors varying in gender and ethnicity (Asian, Black, Hispanic), with half explicitly disclosing AI use in material preparation. Results revealed that professors who disclosed AI use received significantly lower ratings across all evaluation dimensions. Furthermore, ethnicity interacted significantly with disclosure—Asian professors experienced the most substantial negative impact, Hispanic professors showed moderate negative effects, and Black professors demonstrated minimal differences between disclosure conditions. No significant gender effects were observed. These …

Students’ Perceptions Of Higher Education Assessment Practices In The Context Of Artificial Intelligence In Ghana, Michael Owusu Tabiri, Opoku Gyabaah, Ivy Jones-Mensah, Patience Calys-Tagoe

Journal of Educational Technology Development and Exchange (JETDE)

This study aims to investigate the experiences of university students on the use of artificial intelligence (AI) for assessment in higher education in Ghana. A quantitative survey approach was employed, using an online questionnaire administered to target participants across five public universities. The findings from a final sample size of 509 indicate varying levels of exposure to AI-based tools for assessment, learning, and research. It was found that the majority of the respondents have occasionally (n=218, 42.8%) been assessed using AI-based tools, while very few have very often (n=35, 6.9%) used AI-based tools for assessment as students. It was also …

Smart Learning In An Ai-Driven World, Joseph R. Corbeil, Maria Elena Corbeil

TxDLA Journal of Digital Learning

SMART learning is an approach that combines sustainability, motivation, adaptability, results-oriented practices, and technology enablement. AI-driven SMART learning prioritizes flexibility, cost-efficiency, and knowledge retention, equipping teachers and students with the tools to adapt to an ever-evolving world. By envisioning AI's role in fostering SMART learning attributes, we pave the way for a future where technology and education intertwine to empower learners and redefine teaching practices.

The Four Domains Model Of Artificial Intelligence In Surgical Education: Adapting Applications To Trainee Level, Anant R. Tewari, Jasraj Raghuwanshi, Lawal A. Labaran, Xudong Li

Journal of Innovation in Health Sciences Education

Since the inception of modern medicine, surgical trainees have benefitted from coaching and feedback from senior surgeons. In the high-demand operating room environment, granular feedback is often limited by time constraints. Artificial intelligence (AI) represents a novel frontier in surgical education in that it may be able to provide reliable, objective, and comprehensive feedback in an automated manner. While prior studies have given broad overviews of AI in surgical training, there has been no study to our knowledge that has codified the myriad applications and offered guidance for which applications best suit trainees at various levels of surgical education. We …

The Refractive Thinker®: Artificial Intelligence: The New Frontier Of The Digital Age: Ch 7: Navigating The Integration Of Ai In Higher Education: Opportunities, Challenges, And Ethical Considerations, Cheryl Lentz, Dr. Karen Balcanoff

Publications

As educators in higher education continue to learn the effects and influence of artificial intelligence (AI), there are questions regarding the role of educators. According to Bearman et al. (2023), more research has been conducted about AI technology rather than how AI will affect higher education institutes (HEI). The goal of this chapter was to begin to fill this gap regarding the how by offering discourse through a refractive thinking approach and review of the literature with practical application of this how, particularly in the areas of (a) ethics and cheating, (b) use of administrative repetitive tasks easily delegated, and …

Do You Know Where Your Games Come From? Artificial Intelligence And Game Development, Andrew Begemann

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

ABSTRACT

This paper was written to explore the possible effects of artificial intelligence being implemented in the design pipeline of video game development. In it, we will explore a history of artificial intelligence, from its early imaginings in books and philosophy, to its current iterations, such as ChatGPT and other popular engines like Midjourney and Stable diffusion. We will also discuss steps in game development so as to understand where the potential implementations of artificial intelligence can, will, or does occur. Following those explanations, we will explore the three methodologies of Marxism, Psychoanalysis, and Cultural Studies as ways of examining …

Medmicromaps, A Novel Decision-Tree Guide For Infectious Diseases Differential Diagnoses, And Evaluation Of Pre- And Post-Pandemic User Engagement By Preclinical Medical Students, Jason Ceballos, Tavsimran Luthra, Lucia Garces-Torres, Valerie Lentz, Jack Nelson, Claudia Carceles-Roman, Ian Holyoak, Jane Harrington

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

Background: Medical education has undergone major changes in the past 5 years to adapt to the digital-centered student population with diverse learning preferences. To address the challenges of shifting delivery modalities, multimedia resources were created to provide interactive e-learning material on infectious diseases for year 2 medical students.

Methods: Medical students at a USA-accredited Caribbean medical school were provided with supplemental e-learning materials including animations, illustrations, diagnostic algorithms aka MedMicroMaps, and Case-Based tutorials. Participants were classified by semester and lecture delivery: In-person: Cohort 1 (n=526); Virtual: Cohort 2 (n=651); and Hybrid: Cohort 3 ( …

Leveraging Human-In-The-Loop Engagement Through Ai In Web Design Education: A Case Study On Adapting To Dynamic Client Requirements, Jason D. Lively

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

The integration of Artificial Intelligence (AI) within educational frameworks, particularly in disciplines such as web design and development, represents a significant evolution in pedagogical strategies. This article examines a unique educational setup where students, while engaging in a web design class, utilize AI tools for text, image, and code creation within a simulated real-world scenario involving a client—dubbed "Chef Cookie Cutter". This simulated client interaction introduces unpredictability through mid-assignment requirement changes, thereby mimicking the dynamic nature of real-world web development projects. The focus of this case study is the critical role of human-in-the-loop (HITL) engagement in AI-assisted assignments, where students' …

Optimizing Special Education With The Use Of Technology In The Classroom, Briana Sundet

Dissertations, Theses, and Projects

In our fast-evolving world technology is very quickly becoming an essential part of daily life. Teachers being able to utilize technology in the classroom is going to benefit all students, especially those with disabilities. Through research, case studies, and experiments we have learned how important technology is in the classroom and how much it enriches lessons, improves student engagement, and increases testing scores. Then on top of the “usual” technology in the classroom, our educators are now battling with AI resources that are being improperly utilized. Instead of training teachers how to use AI sites, it seems the school system …