Educational Technology Commons^™

The Self-Aware Room: A Framework For Operational Self-Awareness In Evolvable Blended Environments, David B. Smith

Publications and Research

The Self-Aware Room (SAR) is a room-scale research environment developed within the larger Balanced Blended Space and Blended Reality Performance System research trajectory. Rather than treating the room as a conventional “smart” environment composed of fixed automation technologies, SAR approaches it as an evolvable blended environment made from physical, virtual, conceptual, sensory, computational, and performative relationships. Its defining feature is not any particular sensor, model, or output device, but the set of transformations through which physical activity becomes structured observation, bounded representation, interpreted state, governed decision, and mediated response.

This paper develops the conceptual and methodological foundations of SAR as …

Ascc-M Based Transformational Education Model For Enhancing Carbon Literacy And Agroecological Resilience Among Rural Farmers, Alya Dwi Arianty, Fitria Fatichatul Hidayah, Eny Winaryati, Rica Mae Badilla Guarin

Jurnal Pendidikan Geografi: Kajian, Teori, dan Praktek dalam Bidang Pendidikan dan Ilmu Geografi

Climate change has become a major ecological and social challenge affecting food security and agricultural sustainability worldwide. The agricultural sector significantly contributes to carbon emissions through fertilizer use and land conversion, particularly in developing countries. This study aims to conceptualize a place-based, technology-enhanced Transformational Education Model grounded in Agro-Smart Carbon Capture Microbiome (ASCC-M) technology, designed to strengthen rural farmers' carbon literacy and agroecological resilience while advancing geography education through deeper understanding of human–environment interactions, spatial agricultural processes, and climate-related dynamics within real rural landscapes. The research employed conceptual design through systematic literature review and model development, integrating theories of transformative …

Transmogrifying Coding Into A Social Studies Technology Tool: Using Participatory Design With Engineers And Social Studies Educators To Design Data Visualization Tools For Social Studies Data Literacy Education, Bahare Naimipour, Jessica Zhang, Tamara Shreiner, Mark Guzdial

Journal of Pre-College Engineering Education Research (J-PEER)

Our work aims to inform, design, and create data visualization tools that are meant to be integrated specifically into social studies classes. In this essay we discuss the use of participatory design methods to learn what social studies teachers (both pre-service and in-service) want in their classrooms and test the usability of real tools with these participants. Through this approach we iteratively engage our users, and they inform the design and development of learning tools for the learning and instruction of social studies data literacy. Using a social construction of technology lens, we describe the scaffolding embedded in our tools …

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 …

Open The Case, Detective! A Story-Driven Game Approach To Combat Human Trafficking In Hospitality, Aili Wu, Wei Wei, Lu Zhang

ICHRIE Research Reports

Executive Summary: Human trafficking is a pervasive global crime that significantly impacts the hospitality industry, with several major hotel chains facing lawsuits for human trafficking negligence. As a highly sensitive issue that is often misunderstood, it poses challenges for hospitality businesses to effectively educate their customers. Meanwhile, existing interventions remain limited and largely rely on passive methods, highlighting the need for interactive interventions to help individuals respond effectively. This research addresses these challenges by proposing and testing a story-driven detective game as an interactive alternative. In the game, hospitality customers play the role of a detective investigating a trafficking case …

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 …

Da Mosang Tarsier Series: Developing Digital Bullying Prevention Materials For Filipino Parents Of Grade School Students, Rudy M. Danganan Jr., Ann Christine V. Braga, Maria Kristina S. Alfonso, Romelito Manuel D.S. Clorina, Ma. Regina Hechanova

Children and Families

Bullying remains a significant public health and educational concern worldwide and is particularly prevalent in Philippine public schools, with Grade 7 students identified as a vulnerable group. Although the Anti-Bullying Act of 2013 (Republic Act No. 10627) mandates school-based policies and procedures, persistent implementation gaps underscore the need to strengthen home–school partnerships and equip parents with practical, culturally grounded response strategies. This paper describes the development of the Da Mosang Tarsier Series, a set of digital psychoeducational comic strips designed for Filipino parents of Grade 7 students. Guided by a user-centered design (UCD) framework, the project began with a Generative …

Navigating Your First Technical Paper In Social Sciences: Understanding Single Case Research Design, Diana Parry-Cruwys, Allen Karsina, Jacquelyn M. Macdonald

Journal on Empowering Teaching Excellence

Access the online Pressbooks version of this article here.

Reading and understanding a research article utilizing single case research design (SCRD) may be a particularly challenging hurdle students face when starting graduate level coursework in the social and health sciences. This paper helps ease this challenge by describing what SCRD is and why it is important to understand when interpreting results in SCRD papers. Additionally, it will explain the various parts of a single case research design paper and what should be included in each section. To understand the results of SCRD, it is imperative that students understand experimental design. …

Expanding The Cognitive Attentional Standards Platform Through Artificial Influence Assessment (Aia): Rationale, Development, And Measurement Design, Delante Clark

Graduate Scholarship and Creative Works

Artificial intelligence is increasingly shaping how individuals access information, make decisions, and interact with digital environments. The Cognitive Attentional Standards Platform (C.A.S.) was developed to assess attention related harms, cognitive safety, digital autonomy, and platform influence across digital systems (Clark, 2026). However, the growth of generative AI, conversational agents, and algorithmic decision support technologies has introduced new forms of influence that may not be fully captured by existing assessment domains. This paper proposes the Artificial Influence Assessment (AIA) as an expansion of the C.A.S. framework designed to measure AI mediated influence on cognition, behavior, autonomy, and information processing. Drawing on …

Visionarium, June 2026, Full Issue

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

No abstract provided.

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 …

Metacognition As Disciplinary Infrastructure In Ai-Mediated Learning, Tina R. Austin, Jason Gulya, Nick Potkalitsky

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

Metacognition is often presented as a response to generative AI’s disruption of teaching and learning, yet the term has become too generalized to guide practice. In AI-mediated environments, asking students merely to “reflect on your thinking” is insufficient. Because AI tools can redistribute cognitive labor, their educational value depends on how students use them and whether that use supports disciplinary forms of reasoning. This essay argues that metacognition must be understood as disciplinary infrastructure: students cannot effectively monitor their thinking without understanding the epistemological and ontological demands of the field in which they are working. Classrooms therefore become sites where …

Optimizing Human Capital In Ai-Enabled Architectures: A Systems Constraint And Capability Analysis, Jeremy A. Schlegel, Jennifer Daffinee

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

Artificial intelligence (AI) comprises not only models, but full socio-technical systems involving data pipelines, instrumentation, human-machine interfaces, deployment architectures, and organizational processes for design, monitoring, and evaluation. Using a systems-oriented analytical framework, this paper argues that despite accelerating advances in AI capabilities, human capital remains the enduring and dominant system constraint. Human interfaces define throughput limits in areas such as prompt engineering, data-stream curation, adjudication of model outputs, and the orchestration of hybrid automation workflows including robotics, scraping, and digitization. Synthesizing emerging research across human-AI interaction, machine-learning lifecycle management, organizational adoption, and adult learning theory, we present a socio-technical evaluation …

Law Or Flaw: A Double – Blind Study Comparing Student Comprehension Of Real And Ai Generated Legal Case Briefs, Grant Shostak, Nick Wintz, Melissa A. Petkovsek

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

In recent years, the U.S. legal system has seen an increase of legal filings using fictitious court cases or legal propositions generated by artificial intelligence (AI) (Stokel-Walker, 2026). Rules of professional responsibility require that lawyers review filings in which AI was used to ensure their accuracy (Missouri Bar, Office of Legal Ethics Counsel, 2024, Opinion No. 2024‑11) Despite this mandate, filings with fictitious cases and incorrect statements of law are being filed. Besides posing a threat to the parties to an action, such filings may set an unwarranted precedent for future cases. They also tie up court resources searching for …

How Disability Inclusion Shapes Student Experiences In Egyptian Public Universities, Ramez Maher

Theses and Dissertations

The inclusion of students with disabilities in higher education is a critical aspect of equity, social justice, and human rights, particularly in Egypt, where systemic barriers continue to hinder access to education for this demographic. Despite the enrollment of approximately 19.4 million students in 2018, only 38,135 students with disabilities were admitted, highlighting the significant challenges they face in accessing higher education.   Through a qualitative approach employing reflexive thematic analysis, this study explores the interplay of institutional policies, cultural attitudes, and accessibility challenges that affect the educational experiences of students with disabilities in Egyptian public universities. The analysis of 21 …

Data Governance Maturity, Ai Integration, And Equity In Colorado K-12 Public Schools, John R. Curtin

Electronic Theses and Dissertations

Colorado's 179 K-12 public school districts operate as autonomous governance units, each responsible for securing and managing student data assets that span health, financial, residential, and academic records. The accelerating integration of artificial intelligence (AI) and machine learning (ML) tools into administrative workflows, productivity software, and instructional platforms has fundamentally altered the risk landscape for student data, yet governance frameworks at the state, district, and school levels have not kept pace. This dissertation investigates whether Colorado's decentralized educational governance structure is institutionally capable of producing equitable, secure, and sustainable data governance outcomes in the AI era.

Drawing on Institutional Theory …

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 …

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.

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 …

Leading The Choreography: Preserving Creative Agency In Ai-Supported Problem-Solving, Mikhaila Ackerbauer

Creativity and Change Leadership Graduate Student Master's Projects

As artificial intelligence tools become increasingly present in creative and problem-solving contexts, a critical question emerges: how can users engage with AI in ways that preserve rather than erode their own creative capacity? This project explores that question through research synthesis, practitioner conversations, coursework, international conference presentations, and the development of custom AI chatbots trained in the Creative Problem-Solving process. The central finding is a theoretical triangle comprising three interdependent capacities: autonomy, creative self-efficacy, and critical thinking. Grounded in Rhodes' (1961) Four P's framework, the triangle sits within the Person dimension. Convergent themes across the literature, practitioner conversations, and direct …

Don’T Tell Me How To Fact-Check; Show Me, And Let Me Try! A Media Literacy Intervention With Sixth-Graders, Thomas Nygren, Carl-Anton Werner Axelsson

Journal of Media Literacy Education

This study examines how different educational approaches related to "Fria Ordets Dag" (Free Speech Day), a media literacy program by the Swedish public service, affect the ability of 859 sixth-graders to evaluate news and misinformation. Findings indicate that verbal instructions from a professional fact-checker and animations to model online fact-checking were less effective than demonstrative, authentic video tutorials. Feedback and practice were also important. The intervention yielded mixed outcomes on students’ attitudes towards credible news sources, pointing to the necessity for educational designs that bolster fact-checking and source trust. The research emphasizes how large-scale school interventions to promote students’ navigation …

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 …

Conservation Communication In Web 2.0: A Mixed Methods Analysis Of Alveus Sanctuary's Strategies On Twitch.Tv, Hope Denison

Senior Theses

This thesis examines how environmental creators can effectively transmit conservation messages in the evolving Web 2.0 media environment. The case of Alveus Sanctuary, a virtual sanctuary and education center on Twitch.TV, is used to explore the strategies currently used to engage audiences and raise ecological awareness online. Thematic analysis of interviews with the sanctuary’s founder revealed that Alveus combines traditional environmental education with an influencer business model to engage online audiences, leveraging parasocial behavior, interactivity, and collaboration to garner support. A quantitative content analysis of social media posts revealed that these strategies effectively induce parasocial engagement in online spaces. These …

Effects Of Cross-Language Instructional Design On Foreign Language Learners' Cognitive Load: Approaching The Redundancy Principle Of Multimedia Learning, Leonor Mendiola Adams

STEMPS Theses & Dissertations

Because conceptualizations of cognitive resources play a critical role in determining the effectiveness of instructional design (Greeno, 2011; Greeno et al., 1996; Mayer, 2011, 2019), this study explores the effects of cross-language instructional design on learners’ perceived intrinsic, extraneous, and germane cognitive load content corresponding to content complexity, instructional presentation demands, and depth of understanding and schema construction, respectively.

Grounded in the redundancy principle of the Cognitive Theory of Multimedia Learning, this research further investigates whether the principle operates differently when learners’ native language is strategically incorporated into foreign language learning contexts. According to the cognitive theory of multimedia learning, …

The Living Lab: Instructional Design Interventions To Improve Communication And Equity In Federal Housing Programs, Joana I. Camp

Knowledge and Creativity Expo

The Living Lab is an independent applied research project informed by my 25 years of lived experience as a Section 8 voucher holder, examining how instructional design strategies can improve administrative workflows, communication, and equitable access within the Housing Choice Voucher Program. Drawing on sustained participation, the research identifies two primary systemic barriers: the federally mandated 15-day inspection period and incomplete Request for Tenancy Approval (RFTA) packets. To address these issues, the project developed the RFTA Roadmap—a zero-cost, clarity-driven communication tool that embeds sequential instructions directly within procedural workflows, mitigating the Split-Attention Effect and cognitive “Bandwidth Tax” associated with standard …

The Influence Of Alongside For Educators, An Ai Wellness Tool, On Educator Well-Being, Amanda Grell

Doctorate in Education

Educator well-being has become an urgent concern in K-12 education, as educators continue to experience chronic stress, emotional exhaustion, and high levels of burnout. Despite these challenges, few school-based interventions offer timely, individualized support that addresses educators’ real-time emotional needs. This mixed-methods study examined the influence of the Alongside for Educators application on educator well-being within middle and high school settings. The purpose of this research was to explore how the tool supported educators across the Coping-Competence-Context (3Cs) framework, including experiences with the application, contextual factors shaping engagement, and changes in well-being. Qualitative findings from 10 interviews revealed that educators …

Rethinking The Search: A Review Of Ai Tools For Graduate Students’ Literature Reviews, Elise Georgulis

Transforming Libraries for Graduate Students

Literature reviews are notoriously one of the most challenging and complex components of academic work. Artificial Intelligence (AI) tools offer many options that aid in literature review development, such as identifying relevant sources, offering connections between studies, summarizing key findings, and highlighting gaps in the existing research. AI tools can aid students in locating and critically evaluating scholarly literature more efficiently.

Given the growing adoption of AI in academia, it is crucial that educators, librarians, and graduate students understand how to harness these tools responsibly and ethically. The proposed presentation will provide a comprehensive review of current AI tools that …

It's A Stretch: De-Customizing To Provide Better Support To All, Jean Cook

Transforming Libraries for Graduate Students

The University of X's graduate programs are its fastest growing sector. The College of Education is the third largest public university in the county, due largely to its graduate programs and partnerships with local school districts. Many programs across the disciplines have a heavy research aspect, with a focus on evidence-based practice. To meet the needs of these programs, the library has taken the counter-intuitive approach of widening the focus on its instruction and liaison programs. Previously, each program had specific librarians assigned to that program’s needs. Tools like videos, research guides, and workshops were tailored to each individual class …

The Illusion Of Causality In Llms: A Developmentally Grounded Analysis Of Semantic Scaffolding And Benchmark–Capability Mismatches, Daisuke Akiba

Publications and Research

Recent benchmarks increasingly report that large language models (LLMs) exhibit human-like causal reasoning abilities, including counterfactual inference and intervention planning. However, many such evaluations rely on domains that are heavily represented in training data and embed strong semantic cues, raising the possibility that apparent causal competence may reflect semantic pattern recombination rather than structure-sensitive causal reasoning. Drawing on human developmental theories of causal induction, this perspective argues that genuine causal understanding requires robustness to novelty and reliance on conditional structure rather than semantic familiarity. To illustrate the testability of this claim, the paper includes a pilot demonstration using synthetic causal …