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 …

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 …

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 …

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.

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 …

Numeracy-Based Civic Education Model: Needs Analysis Through An Explanatory Sequential Design, Sulkipani Sulkipani, Kokom Komalasari, Sapriya Sapriya, Susan Fitriasari, Vina Amilia Suganda Makenun

Numeracy

The United Nations Sustainable Development Goals emphasize numeracy as essential for quality education, and require its integration across the curriculum, including into civic education (CE). However, the integration of numeracy in CE in Indonesian universities has not yet been clearly mapped out. This study aims to analyze the need for numeracy integration in CE as a basis for developing a numeracy-based CE learning model. Using a mixed method with an explanatory sequential design, the study involved a convenience sample of 225 students and 10 lecturers from various universities through surveys, interviews, observations, and documentation studies. Quantitative findings show that numeracy …

National E-Criteria In Finnish Higher Education: A Tpack-Informed Policy Analysis, Ejike Okonkwo

Essays in Education

Responding to calls for a deeper understanding of contextual factors shaping learning, this paper examines the Digivisio 2030 e-criteria, a recently introduced national higher education quality framework designed to enhance digital pedagogy. Document analysis was used to examine five key features of the e-criteria: research-based, modularity, diversity, accessibility, and availability. The findings reveal that the e-criteria function as structural enablers, offering non-prescriptive guidelines that support reliable and user-friendly digital environments, flexible course design, inclusive teaching practices, equitable access to learning resources, and ongoing reflection on pedagogical processes. These findings are interpreted through a deductive approach using the Technological, Pedagogical, and …

Validating Llm-Assisted Coding Of Student Leadership Teams For Formative Feedback, Jace Hesford, Magdalene Moy, Ryan Will, Brent Goertzen

SACAD: Scholarly Activities

Leadership education scholarship increasingly calls for direct assessment of leadership behaviors rather than reliance on proxy measures (Banks et al., 2023). This poster reports a validation study situated in a project-based leadership course at a midsized university. While teams meet regularly throughout the semester-long project, three meetings are digitally recorded, transcribed and analyzed to provide students with objective feedback based on the content of their communication. Team meetings are coded using an a priori framework grounded in emotional intelligence (Salovey & Mayer, 1990; Lee & Wong, 2017), with codes reflecting self-awareness, self-regulation, self-motivation, social awareness, and relational management as enacted …

The Rabbit Hole: Guided Engagement With Ai In Learning, Yaprak Dalat Ward

SACAD: Scholarly Activities

While Artificial Intelligence adds many advantages to education, it also wreaks havoc on what higher education institutions stand for – the very essence of knowing, doing, coexisting, becoming. Many students have a tendency of using AI in an unreflective manner, escaping the true meaning of learning. This study explored the experience of a faculty member who reframed the teaching role from policing to collaboration, aiming to guide students in rethinking the significance of intellectual and real-world workplace skills vis-à-vis AI. Prior to teaching the course, faculty engaged students in deliberate dialogues on 1) the virtues of knowledge, human judgment, self-efficacy, …

Exploring The Impact Of Generative Ai On Curriculum Design And Instruction: A Study With Preservice Teachers, Lindsay A. Gold, Vanessa Winn, Jackie M. Arnold

Thomas C. Hunt Building a Research Community Day

Generative Artificial Intelligence (GenAI) is transforming education by reshaping curriculum design, individualized learning, and professional collaboration. This interpretive study examines how 70 preservice teachers engaged with GenAI through structured learning experiences focused on lesson planning, content development, and reflective practice. Participants, all fourth-year PK–Grade 5 and intervention specialist candidates at the University of Dayton, completed a co-taught seminar led by methods professors in science, social studies, language arts, and mathematics. Data sources included initial reflections on GenAI’s role in education, documentation of prompt exploration, and ongoing reflections during the seminar. Thematic analysis revealed a shift in preservice teachers’ understanding from …

Using Research-Focused Llms, David Farnsworth, Elizabeth Stone

Faculty Presentations on AI

This hands-on workshop introduces university faculty to practical AI tools that support the full academic research workflow, from initial discovery to synthesis and writing. Participants explore the “Big 5” research tools—Perplexity.ai, Scite.ai, Elicit.com, ResearchRabbit, and SciSpace.com—along with Google’s Gemini extensions and NotebookLM, a source-grounded AI designed to analyze uploaded documents while maintaining privacy and providing live citations. The session demonstrates how these tools can accelerate literature reviews, fact-checking, visual mapping of citations, and deep synthesis of complex sources. Faculty also learn strategies for integrating AI responsibly into teaching, including helping students manage bibliographies, using AI for rubric-based feedback, and creating …

Navigating Ownership & Access In Collaborative Groups: Understanding Copyright Law, Administrative Controls And Common Project Risks, Karley Downham

SACAD: Scholarly Activities

Collaborative groups, such as those in academic settings, often operate under a misconception that administrative control over shared digital files (e.g., Google Workspace permissions) equates to legal copyright ownership of creative content. This confusion frequently leads to internal disputes, contributor alienation, and project delays that can harm outcomes and participant well-being. The goal is to clearly define copyright law from file access administrative controls by providing an evidence-based framework to prevent and resolve ownership conflicts and foster healthier collaboration.

The poster will present core legal principles, emphasizing that U.S. copyright ownership defaults to creators and is not transferred by administrative …

Nerves (Neurology Education Research And Observership Summer Program): A Pilot Fellowship Program Targeting Neurophobia In Pre-Clerkship Medical Students, Arlinda Deng, Daniela Fishbein, James Martindale, Elizabeth Bradley, William Alexander Dalrymple, Ryan Cappa

Journal of Innovation in Health Sciences Education

Introduction: Neurophobia has contributed to the shortage of neurologists nationally, especially given the lack of integration between basic neural sciences and clinical neurology. Neurophobia may be highest after the pre-clerkship course, and there is evidence to suggest that early and broad clinical neurology exposure and mentorship are the leading factors in choosing the field of neurology. The goal of this study was to develop a fellowship for pre-clerkship medical students to increase early exposure to diverse clinical settings and socialization in neurology and assess whether there was change in neurophobia.

Methods: A two-week long pilot summer fellowship was designed …

Gaming The Simulation To Assess Dpt Student Learning, Laura Stephens, Gretchen R. Prather

Journal of Innovation in Health Sciences Education

Introduction: The purpose of this study was to assess Doctor of Physical Therapy student learning and motivation through participation in a novel, gamified case study simulation while describing the application of International Nursing Association of Clinical Simulation and Learning (INACSL) Healthcare Simulation Standards of Best Practice^TM and application of game elements. Gamification is an emerging interest in health care education but has been minimally explored within physical therapy education in the United States. Additionally, published studies often fail to detail INACSL standards of simulation best practice or game elements in simulation design.

Methods: Sixty-five DPT students participated in …

Ai Strategies For Effective Teaching & Learning, Dr. Jared Johnston, Prof. Adrian Caraballo

Faculty Presentations on AI

This presentation discusses strategies for effectively integrating artificial intelligence into college classrooms, with a focus on developing AI literacy among students and faculty. Core principles highlight AI as a tool for augmentation rather than replacement, with faculty maintaining oversight while supporting learner preparation, clinical reasoning, and reflective practice. The session stresses the need to rethink course and activity design in the AI era, training students to strategically offload tasks without cognitively offloading thinking. Practical guidance includes questions for intentional integration, experiential learning approaches, and real-world classroom examples from operational leadership courses in which students apply AI within authentic educational leadership …

Ai In The Classroom, Dr. Adrian E. Hinkle, Dr. Amanda Wilson, Dr. Jan H. R. Wörner

Faculty Presentations on AI

This presentation examines how educators can thoughtfully integrate artificial intelligence into the classroom while upholding academic integrity, ethical engagement, and the core mission of education. It draws on historical parallels—from ancient concerns about writing to later fears surrounding typing—to frame AI as a double-edged sword that can offload routine cognitive tasks yet risks eroding the mental discipline and critical thinking essential for deep learning. Centered on the guiding question of what students truly need to learn and how technology can help them achieve it, the session offers practical assignment frameworks, such as designing an AI-supported ministry plan and developing a …

Book Review: Teaching With Ai: A Practical Guide To A New Era Of Human Learning, 2nd Edition By José Antonio Bowen & C. Edward Watson, Jordan O'Connell

Essays in Education

This book review examines Bowen and Watson’s second edition of Teaching with AI, which argues that higher education must treat AI as an artificial general disruptor of cognitive labor. Moving past handwringing and handwaving, the authors press faculty toward design decisions that make judgment, standards, and integrity visible again. Their warnings about detection are timely, but the book is ultimately forward-looking: AI can widen feedback, clarify expectations, and make redesign work practical at scale. Although the book avoids discipline-specific exemplars, it makes a clear case that the issues facing colleges and universities lie deeper than AI—and that AI can …

The Effectiveness Of Virtual Reality And Augmented Reality-Based Simulation On Healthcare Students' Learning-A Review Of The Literature, Matthew Mills

Internet Journal of Allied Health Sciences and Practice

Purpose: Simulation is increasingly used to supplement authentic clinical experiences in preparation for future healthcare students. However, the most realistic simulation experiences are frequently costly, time-intensive, and difficult to scale, especially for programs with budgetary restrictions. Virtual reality (VR) and augmented reality (AR) have been proposed as easily scalable tools to provide students with a realistic simulated environment. However, as technology is rapidly evolving, there is a need to understand the evidence surrounding VR and AR's impact on healthcare student learning to optimize the deployment of these technologies and justify the costs associated with implementation. Methods: A review of the …

The Effect Of Debriefing Following A Computer-Based Low-Fidelity Simulation On The Self-Efficacy Of Health Professions Students: A Randomized Cross-Over Control Study, Matthew Mills, Enrico Gandolfi, Richard E. Ferdig, Kimberly Peer

Internet Journal of Allied Health Sciences and Practice

Purpose: Simulations have been increasingly used in health science education to supplement clinical experience. There is evidence of the benefits of high-fidelity simulation (HFS) with debriefing, but HFS is costly and time-intensive to administer. Low-fidelity simulation (LFS) has been proposed as an alternative that is easier to scale and more cost-effective; however, the evidence surrounding its impact on students is mixed, possibly because debriefing is frequently omitted in LFS. Methods: A randomized experimental mixed methods cross-over control study was performed to evaluate the impact of a structured debriefing session following an interactive computer-based low-fidelity simulation on the self-efficacy and anxiety …

Exploring The Lived Experiences Of Black Women In Undergraduate Stem Core Expansion Pathways, Lizzie L. Evans Martinez Alvarez

Electronic Theses and Dissertations

The use of social incongruence in the film Hidden Figures, which juxtaposed with STEM education as the most powerful in contrast with Black women as the least powerful, supported the argument for the specific problem of practice to examine the unmet need for socially and ethnically diverse student populations in U.S. STEM higher education and careers. The purpose of this hermeneutic phenomenological research study was to identify and analyze the lived experiences of Black women regarding barriers they perceive in the STEM educational and career decision-making processes, while exploring transformational pathways to STEM academic success. The study specifically analyzed …

Ai In Scholarship, Dr. Tim Hart

Faculty Presentations on AI

This presentation explores the appropriate role of artificial intelligence in scholarly work, distinguishing between uses that support academic rigor and those that undermine intellectual responsibility. While cautioning against reliance on AI for original argumentation, unverified literature reviews, data interpretation, and normative judgments, it highlights practical applications across the research lifecycle, including ideation, literature exploration, argument refinement, structural analysis, reviewer simulation, and manuscript preparation.

Face And Content Validation Analysis Of The Professional Pain Preparation Questionnaire For Use In Physical Therapist Education, Rodiel Kirby Baloy

Journal of Innovation in Health Sciences Education

Introduction: Physical therapy educational preparation for the management of individuals in pain may be determined based on the themes of: (1) level of academic preparation, (2) educational hours spent studying pain, including postgraduate training and certification, and (3) clinical experience. This study assessed the face and content validity of a tool, the Professional Pain Preparation Questionnaire (PPP-Q), to assess expert perception as to the value and relevance of each of the identified domains.

Methods: Twelve respondents were enlisted for face validity, and five experts were recruited for content validity. Descriptive statistics, specifically frequency and percentage, were used to describe …