Educational Technology Commons^™

When Students Use Ai Before They Learn To Think Clinically: Cognitive Offloading In Communication Sciences And Disorders Education, Salim Alani

Teaching and Learning in Communication Sciences & Disorders

Generative artificial intelligence is becoming part of how students study, write, summarize, and prepare for coursework in communication sciences and disorders (CSD). Much of the current discussion in higher education has focused on plagiarism, academic integrity, and responsible technology use. Those concerns matter, but they do not fully address what may be a larger educational issue in professional preparation programs. Students can now generate polished explanations, study materials, treatment rationales, and clinical summaries quickly, sometimes before independently developing the reasoning skills those tasks are intended to build. This paper examines cognitive offloading in CSD education, defined here as the shifting …

Analysis Of Needs For Web-Based Mobile Learning Development Based On Universal Design For Learning For Students With Special Needs, Murni Winarsih, Mayasari Manar, Rohmah Ageng Mursita, Mita Septiani

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Higher education institutions still have substantial challenges when it comes to accommodating students with special needs, especially those who are visually or aurally impaired. Access to learning resources is still an issue, as are the limitations of adaptive learning media and the dominance of more conventional verbal and visual methods of information transmission. Hence, not all pupils are given the same chances throughout the learning process. With its emphasis on providing a variety of representational, interactive, and expressive tools, Universal Design for Learning (UDL) aims to meet the requirements of students with a wide range of learning styles. In order …

Healthcare Students’ Experiences Using Artificial Intelligence Simulation Tools In Clinical Simulated Laboratory Practice, Delicia S. Cousin

Student Dissertations

Artificial intelligence-driven simulation has become an important component of healthcare education by providing students with opportunities to strengthen clinical reasoning, decision-making, and technical skills in a safe learning environment. Despite its growing adoption, limited research has explored how healthcare students experience artificial intelligence-driven simulation during clinical laboratory practice. The purpose of this qualitative case study was to explore healthcare students’ experiences using artificial intelligence-driven simulation tools during clinical laboratory practice. Guided by Experiential Learning Theory and Transformative Learning Theory, the study examined how students interpreted, reflected upon, and learned from these experiences. Data were collected through a researcher-developed Qualtrics questionnaire …

Comparative Analysis Of Artificial Intelligence (Ai) Implications For Active Learning And Assessment At Various Curricular Levels Of Stem And Health Sciences In Developed Versus Underprivileged Countries, Vinay Munlapudi, Santanu De

FDLA Journal

Today’s all-pervasive emergence of artificial intelligence (AI) necessitates a comprehensive evaluation of its role in education, especially for occupational disciplines in health sciences and STEM. AI has reshaped student learning and instructors’ navigation of the evolving, post coronavirus infectious disease (COVID-19) global academic landscape. This study aimed at encapsulating evidence-based AI implications for student-centered, active learning and assessment at various curricular levels of science, technology, engineering, mathematics (STEM) and health sciences education in developed versus underprivileged or less developed countries. An extensive, scoping review of 65 recent, scholarly publications was conducted over six months through diverse search engines (PubMed, Google …

Client Usability And Student Perspectives Of A Novel Mobile Health App To Facilitate 3d-Printed Assistive Device Learning And Application, Sara Benham, Sarah Argumedo, Samantha Pifer, Tiras Williams, Jeffrey Bush, Monica Kaniamattam

Journal of Innovation in Health Sciences Education

Introduction: Locating, selecting, and printing appropriate 3D-printed assistive devices (AD) to meet specific health needs can be overwhelming. To address these challenges, the 3DAdapt app was developed. This study aimed to explore the app’s usability through an occupational therapy (OT) student project that involved delivering 3D-printed AD to older adults.

Methods: Over three sessions, OT students collaborated with older adults to provide customized 3D-printed AD. The app’s usability was assessed using a mixed-methods approach, including the System Usability Scale (SUS; scores ≥ 70 indicate usability). Focus groups with OT students further explored the usability of occupation-focused interventions with their …

Shaped By Experience: A Study Of Hybrid Professional Physical Therapist Education Patient Experiences And Experiential Learning., Teresa R. Bachman, Anne H. Boddy, Megan B. Flores, Elizabeth M. Ardolino

Journal of Innovation in Health Sciences Education

Introduction: Limited evidence exists on the use of patient experiences (PE) and experiential learning (EL) in hybrid entry-level physical therapist (PT) education programs. This study explored the impact of PE and EL within immersion labs on student self-confidence and self-efficacy in a hybrid entry-level PT education program. A total of 431 surveys were completed across 8 lab immersions for 6 courses. Nine total focus group discussions occurred, with a total of 50 participants, ranging from 2 to 10 per group.

Methods: A convenience sample from one entry-level hybrid PT education program participated in this mixed-method study with surveys and …

Collaborating With Our Ai Research Companion: Exploring The Use Of Microsoft Copilot To Conduct Inductive And Deductive Coding In Qualitative Research, David Wolff, Melissa Wolff, Mark Diacopoulos

The Interactive Journal of Global Leadership and Learning

Higher Education faculty balance time in teaching, scholarship, and service, along with many other duties in their roles (Office of Occupational Statistics and Employment Projections, 2024). In our efforts to be stewards of our time and craft, faculty look for ways to be more efficient in these areas. With the increase of Artificial Intelligence (AI) in our personal and professional lives, this paper discusses the use of Generative Artificial Intelligence (GAI), Microsoft Copilot, as an analytic tool in the qualitative data analysis process. Qualitative data was collected from transcripts of recorded meetings and an online journal that included text and …

Ai Pedagogical Enactment Framework (Ai-Pef): A Framework For Shared Pedagogical Enactment Of Artificial Intelligence, Rashan E. Isaac

Departmental Papers (TE)

Artificital Intellegence (AI) has rapidly transformed teaching and learning for K-12 and higher education yet limitied guidence exits on how AI-grounded pedagogical enactments are devloped, observed, become sustainable, and extended over time. This paper introduces the AI Pedagogical Enactment Framework (AI-PEF) — a framework for shared pedagogical enacment of artificial intellengence. Shared pedagogical enactment is conceptualized as the process through which educators and eductional organizations developed a shared language, expectations, and practices for a given initative. AI-PEF is composed of six interconnected levers (Citation, Alignment, Application, Evaluation, Integration, and Extension), togeather providing a shared language for regnition and evalustion of …

Factors Influencing Student Satisfaction With Blended Learning In Pedagogical Skills Training In Vietnam, Pham Thi Binh, Vu Thi Mai Huong, Nguyen Thi Bich, Kieu Phuong Thuy

Higher Learning Research Communications

This study investigates the structural determinants of student satisfaction with blended learning (BL) within pedagogical professional development modules at a Vietnamese university of education. Utilizing a partial least squares structural equation modeling (PLS-SEM) approach, with a large sample of 1,121 pre-service teachers, the research evaluates the relative influence of five key factors: instructional quality, learner agency and professional awareness, technological infrastructure, course content, and institutional support services. Results indicate a high overall level of student satisfaction. The structural model explains 63% of the variance in satisfaction (R2 = 0.63), with instructional quality identified as the most significant determinant, …

Chi Meta-Project Ecosystem Overview - Spring 2026, David B. Smith

Publications and Research

This paper offers a high-level account of the Center for Holistic Integration’s (CHI) meta-project ecosystem as visualized in the included system map. CHI provides an organizational structure framed around persistent meta-projects that support and extend individual initiatives across curriculum, scholarly and applied research, infrastructure, artistic production, AI development, cultural inquiry, and external partnerships. Rather than presenting the map as a static inventory of projects, the paper examines how its core domains function as living systems through which knowledge, tools, documentation, participants, and collaborations can accumulate over time. It also considers how CHI-mediated connectivity, institutional integration, and external funding allow the …

E Classroom+, Ami B. Jariwala

Systems Manuals - 2026

A software platform that enhances many processes correlated with learning is called a learning management system (LMS). It is also known as a management software package that enables the delivery of learning content, resources and activities and also that handles the correlated administration operations. In classrooms, today, teachers, are being commenced with convenience to remodel learning from a traditional transmission model to a student-centered model where students are mostly responsible for their learning. The research conveys that in order to remodel learning, schools require to support a student-centered approach where students can be supported in finding, analyzing, organizing, evaluating, internalizing, …

Toward A Metric For Disciplinary Learning In The Age Of Ai: The Unblooms™ Metacognitive Awareness Scale And Discernment Rate In Ai-Mediated Learning, Tina R. Austin

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

Telling students to “reflect on their own thinking” has become insufficient in AI-mediated learning environments. When students are rewarded for polished outputs, cognitive offloading to AI tools becomes rational, and traditional snapshot assessments (single-moment evaluations of task completion) produce false signals about whether durable learning has occurred. This problem is sharpened by the broader shift in AI learning tools toward Socratic tutors, study modes, Khan Academy's Khanmigo, and agentic systems that can shape the learner’s process over time. Lodge and Loble (2026) distinguish beneficial cognitive offloading, which frees working memory for intrinsic learning, from detrimental outsourcing, which bypasses the cognitive …

Students’ Perceived Differences, Othering, And Engagement In Online Learning Spaces: A Cross-Sectional Survey Study, Hajeen Choi, Jaesung Hur, Dan He

School of Engineering Faculty Publications

In online learning spaces, students may feel disconnected not only because of limited interaction but also when they notice differences in their backgrounds or beliefs. This survey study examined students’ perceived differences and their implicit and explicit experiences of othering based on their backgrounds and beliefs. Descriptive results showed that political orientation, culture, and socioeconomic status were common areas where students felt different, while race/ethnicity, culture, and religion stood out as stronger points of distinction. Thematic analysis of open-ended responses showed that many students described subtle forms of othering, such as discomfort and self-doubt, while others encountered more direct negative …

Navigating Future Careers And Life Purpose: The Effect Of Artificial Intelligence Experiences On Undergraduate Students At A Liberal Arts College, Shannon Kelly Schans

Dissertations

This interpretive phenomenological analysis examines how 13 undergraduate students at a liberal arts college construct meaning from their experiences with artificial intelligence technologies in relation to their career development and life purpose. Guided by an integrated theoretical framework combining Career Construction Theory (Savickas, 2012, 2013) and Transformative Learning Theory (Mezirow, 1991, 2000), the study addresses three research questions: how students describe their AI experiences across educational contexts, what connections they make between those experiences and their developing professional identities, and how they integrate AI experiences into broader narratives about work and purpose.

Data are collected through phenomenological interviews with 13 …

Percepciones, Uso Y Confianza En Ia Generativa Según Género En Estudiantes Universitarios, Elena Rodríguez-Rodríguez, María Moreno Guzmán, Irene Ojeda Fernández, Juan Pablo Hervás-Pérez, Inmaculada Mateos-Aparicio, Alejandra García-Alonso, María Luisa Pérez-Rodríguez, Rocío De La Peña Armada, José Raggio, Beatriz Gómez-Gómez, Araceli Gónzalez-Cortés, Emma Gracia-Lor, Gustavo Moreno-Martín, Ángel Juilio Reviejo-García, Esther Sánchez-Tirado, Jon Sanz Landaluce, Arturo Casado, Marta Sánchez-Paniagua

GDI. Revista de investigación de Género, Diseño e Innovación

Introducción: La presencia creciente de la inteligencia artificial (IA) en la universidad está transformando el proceso de enseñanza-aprendizaje y la relación del alumnado con la tecnología. Un equipo docente de la Universidad Complutense de Madrid (UCM), la Universidad Rey Juan Carlos (URJC) y la Universidad Camilo José Cela (UCJC) diseñó diversas estrategias para integrar la IA generativa (IAg) como recurso complementario en asignaturas de estudios universitarios oficiales de Grado y Posgrado. Esta iniciativa surge de la necesidad de evaluar la implementación de la IA para mejorar el proceso de enseñanza-aprendizaje y fomentar un uso crítico entre el alumnado de estas …

Maximum Agency: Educator Engagement In The Ai Era, W Alex Foxworthy

Inquiry: The Journal of the Virginia Community Colleges

The dominant narrative about AI in education emphasizes anxiety: jobs lost, skills devalued, futures foreclosed. But survey data reveals a more complex picture. Students and faculty who engage with AI tools see greater possibility and feel less threatened than those who avoid them. Engagement correlates with optimism. This essay argues that community college educators are uniquely positioned to bridge this gap and can play a key role in moving students from anxiety to agency by modeling engaged adaptation themselves. Yet faculty consistently report that lack of institutional support, not resistance, is the primary barrier to integration. Drawing on recent surveys …

Leveraging Social Media Recruitment In Health Science Education: A Scoping Review, Crystalyn Richard, Natalie Nguyen, Luong Thien Nguyen, Alison Hansen

Philippine Journal of Physical Therapy

Background: Equitable recruitment practices are essential to the diversification of health science educational applicant pools. This scoping review aimed to understand the existing literature supporting the use and implementation of SM (SM) for recruitment in various health science educational programs. Methods: A comprehensive search utilizing the PRISMA Extension for Scoping Reviews (PRISMA-ScR) framework was used to collect and analyze existing articles. Keyword selection followed by an iterative process for article inclusion using Covidence application for article analysis and inclusion/exclusion. A thematic analysis method was employed to synthesize findings from the studies that met our inclusion criteria. Results: The initial keyword …

Layers Of Representation: A Multidimensional Book Analysis, Mariah Pfundheller, Nikki Logan, Amy E. Lein, Sydney Bueno

Kentucky Teacher Education Journal: The Journal of the Teacher Education Division of the Kentucky Council for Exceptional Children

This study evaluates how educators interpret the Multidimensional Framework for Inclusive Literature (MDFIL), a tool for evaluating and selecting multicultural literature for their classrooms. Participants self-identified as current, former/retired, or student teachers, or as undergraduates pursuing a teaching license at the time of the survey. Incorporating multicultural literature into educational settings has a positive impact on children's development. Multicultural literature fosters feelings of acceptance, cultural awareness, and empathy among students. By exposing children to diverse cultural perspectives, multicultural literature not only enhances their understanding of their own identities but also cultivates a greater appreciation of others' experiences. The benefits of …

Generative Ai And Student Engagement, Motivation, And Learning: Exploring The Use Of Generative Ai In Higher Education Online Courses, Jeffrey L. Simmons

Dissertations

ABSTRACT

The rapid emergence of Generative AI (GenAI) large language models (LLMs) such as ChatGPT in higher education has left many institutions unprepared to assess their potential benefits and risks. This mixed-methods study examined how ChatGPT and Google’s NotebookLM were integrated into online course development and delivery at a small private nonprofit university in California, and assessed their perceived impact on student engagement, motivation, and learning.

Data were collected from post-course Likert-scale surveys completed by students across three online master’s-level courses and from pre-course prediction surveys by instructors in the two NotebookLM courses. Quantitative analyses included one-sample t-tests against a …

Second Annual Advances In Business Education Conference 2026 Proceedings, Kelsey Metz

Advances in Business Education (ABE) Conference Proceedings

Conference Overview: The Second Annual Advances in Business Education (ABE) Conference was held on May 21–22, 2026, at Lincoln Memorial University in Harrogate, Tennessee. Hosted by the LMU School of Business, the ABE Conference exists to promote teaching excellence, scholarly inquiry, and regional engagement through innovation and collaboration in business education.

With a focus on fostering meaningful dialogue among educators, researchers, students, and industry professionals, the conference welcomed more than 70 attendees representing 11 institutions from across the Appalachian region and beyond.

The event was structured around four key tracks:

Pedagogy and Teaching Excellence: Showcasing innovative teaching methods, instructional technologies, …

Can We Digitize A Soul? A Study Of Ai And Ethics, Spirituality, And Humanity, Debra S. Espinor, W. Scot Headley, Linda Samek

International Christian Community of Teacher Educators Journal

The rapid advancement of computing technologies and artificial intelligence (AI) is fundamentally reshaping both society and the educational landscape. This study examines faculty experiences and attitudes toward the role of AI in teaching and research within the distinct context of Christian higher education. While recognizing the potential of AI to drive educational innovation, this research also addresses significant faculty concerns regarding the implications for academic integrity, critical thinking, and intellectual property. Specifically, the study investigates faculty perspectives on data security and privacy, the reproduction of creative expression in art and music, and the broader impact of AI on the liberal …

An Equity-Based And Culturally Responsive Bill Of Rights For Early Childhood Students Of Color With Exceptionalities, Evette Simmons-Reed, Michelle Frazier Trotman Scott, Gloria Tardash, Mildred Boveda, Donna Y. Ford

Perspectives on Early Childhood Psychology and Education

The COVID-19 pandemic exacerbated existing disparities in early intervention (EI) and early childhood special education (ECSE) services for culturally and linguistically diverse (CLD) disabled children, exposing critical gaps in access, services and support. systemic inconsistencies in implementation, training, and funding, remain barriers limit opportunities for CLD students to benefit, despite the aims of the Individuals with Disabilities Improvement Act (IDEA). To address these inequities, this manuscript proposes an expanded and updated Culturally Responsive Equity-Based Bill of Rights for EI and ECSE. Building upon Ford and colleagues' (2018) work, this revised document extends protections to children aged zero to five, emphasizing …

Guest Editor's Introduction: Methodological Innovations For Advancing Early Childhood Educational And Psychological Research, Anthony Mangino Ph.D.

Perspectives on Early Childhood Psychology and Education

The goal of this special issue is to provide you, the inquisitive reader and developmental scientist, with some of the methodological tools to aid in augmenting your analytic capacity.

Meeting The Moment With Ai-Employer Informed Education, Brent Terwilliger, John Faraca

Publications

As artificial intelligence transforms aviation, aerospace, and autonomy-related sectors, higher education must adapt to meet evolving workforce demands. This session shares emerging findings from a nationwide study led by Embry-Riddle Aeronautical University, focused on employer perceptions of AI adoption, responsible use, and workforce preparedness in domains including uncrewed systems, space systems, robotics, and advanced air mobility. Based on a structured survey and follow-up interviews, the presentation explores how organizations are using AI tools, from generative platforms to enterprise systems, and defining effective and inappropriate use in operational contexts. Participants will gain insight into critical concerns (e.g., data privacy, compliance, security, …

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 …

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 …

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 …

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 …

Open Education On Social Entrepreneurship: A Comparative Study Between Mexico And Bolivia To Scale Up Complex Thinking, Inés Alvarez-Icaza, Benito Javier Martinez-Briones, Liz Katherine Marco-Torrez, Evelyn Rondon-Jara

Higher Learning Research Communications

Objectives: This study examined the effectiveness of an open digital educational platform for developing complex thinking competencies through social entrepreneurship education among higher education students in Mexico and Bolivia. Specifically, it assessed changes in perceived systemic, scientific, critical, and innovative thinking and compared learning outcomes across both contexts.

Method: A quasi-experimental pre-post design was implemented with 601 participants (Mexico, n = 509; Bolivia, n = 92). Participants completed a validated 25-item, Likert-scale instrument assessing systemic, scientific, critical, and innovative thinking before and after engaging with the digital platform. Within- and between-group differences were analyzed using permutation-based statistical tests, complemented by …