Digital Commons Network^™

Effect Of Simulation On Occupational Therapy Students' Self-Efficacy When Preparing For Level Ii Fieldwork, Juliet Steffe, Karen Menard, Angela Gibson

Journal of Occupational Therapy Education

Occupational therapy academic programs provide students with knowledge and professional skills through coursework and clinical skills practice, enabling them to transition successfully into clinical placement. Despite completing multiple semesters of didactic work, students may experience high levels of anxiety and self-doubt when preparing for Level II fieldwork. The problem addressed in this study was the lack of perceived self-efficacy in clinical skills when preparing for Level II fieldwork, leading to the potential for difficulty transitioning from the classroom to the clinic among entry-level occupational therapy graduate students. A basic qualitative study was conducted using focus groups to explore how providing …

Generative Artificial Intelligence Application In Occupational Therapy Education, James Wersal, Justin Mason, Mary Shotwell

Journal of Occupational Therapy Education

Generative artificial intelligence (GenAI) is a developing technology within Higher Education Institutions with substantial potential to transform teaching pedagogy, improve individualized learning experiences, and automate administrative functions. GenAI has the potential to bring significant enhancements by advancing adaptive learning interfaces, customized learning materials, and automate administrative support. Despite these benefits, ethical considerations, data privacy, and the risk of over-reliance should be considered prior to using GenAI. The authors highlight how GenAI is supported by adult learning theory and provide practical strategies for incorporating GenAI in the occupational therapy curricula and to support the faculty role. The impact of GenAI on …

Machine Learning: Thematic Feature Grouping, And The Magnificent Seven: A Forecasting Analysis, Mirarmia Jalali, Mohammad Najand, Andrew Cohen

Finance Faculty Publications

This study examines the predictability of monthly excess returns for the “Magnificent Seven” U.S. technology firms using machine learning and economically motivated thematic feature grouping. Framed as a focused study of the most systemically consequential equity panel in modern markets—seven firms representing over 30% of the S&P 500—the analysis confronts a small-N, large-P environment where economically structured dimensionality reduction is essential. Using 154 firm-level characteristics categorized into 13 economic themes, we evaluate linear, penalized, tree-based, and neural network models in a small-N, large-P setting. Unrestricted models suffer substantial overfitting and fail to outperform the historical average benchmark out-of-sample. In contrast, …

Integrating Web-Gis And Inquiry Learning To Enhance Spatial Thinking In Geography Learning, Nyokro Mukti Wijaya, Meri Herlina, Sugeng Widodo, Suhendro Suhendro

Journal of Educational Technology Development and Exchange (JETDE)

This study investigates the impact of integrating Web-GIS with Inquiry Learning on secondary school students’ spatial thinking skills. A 2×2 factorial experimental design was employed with 116 eleventh-grade students from SMA Negeri 13 Bandar Lampung, divided into four treatment groups: direct instruction with printed maps, direct instruction with Web-GIS, inquiry learning with printed maps, and inquiry learning with Web-GIS. The Spatial Thinking Ability Test (STAT), a widely validated international instrument, was used to measure outcomes. Data were analysed using two-way ANOVA. The findings indicate that the learning media had a significant effect, with Web-GIS outperforming printed maps, whereas learning strategies …

Virtual Reality And Creativity In Visual Art Education: The Mediating Role Of Exploration Within A Project-Based Learning Framework, Lidan He, Shaharuddin Bin Md Salleh

Journal of Educational Technology Development and Exchange (JETDE)

Virtual reality (VR) is increasingly integrated into creative education for immersive, interactive learning. While prior research confirms VR’s potential to enhance learning outcomes, its support for creativity remains underexplored. This study examines whether exploration mediates the relationship between VR use and creative performance within a project-based learning framework. A quasi-experimental study was conducted with 80 second-year visual art students, who were allocated by intact sections to either a VR–PBL group or a traditional PBL group. Over four weeks, students completed an illustration-based design project. Creative performance was rated by experts, and exploratory behavior was measured using the Experiential Learning Survey, …

Developing A Serious Game-Based Platform To Support Programming Learning, Noven Indra Prasetya, Nia Saurina, Arief Ardiansyah

Journal of Educational Technology Development and Exchange (JETDE)

Programming learning, especially among informatics students, faces significant challenges related to understanding concepts and syntax, as well as low engagement in programming courses. To address these issues, this research developed DolananCoding, a serious game-based learning platform specifically designed for C++ programming learning. The platform integrates a live coding feature, enabling students to write code directly, along with a leaderboard to motivate them through healthy competition. The immersive concept in DolananCoding is designed to provide an interactive and enjoyable learning experience, aiming to enhance students’ engagement, motivation, and learning outcomes in C++ programming. This research aims to test the effectiveness of …

Large Language Model-Based Automated Item Generation In Stem Assessments: Historical Mapping And A Scoping Review Of Empirical Studies, Moses Oluoke Omopekunola

Journal of Educational Technology Development and Exchange (JETDE)

Educational assessments, from low-stakes classroom tests to high-stakes national examinations, require item pools that are valid, fair, and secure. Automated Item Generation (AIG) aims to efficiently produce large pools of calibrated test items. This paper adopts a two-part design: (1) a brief historical mapping situating LLM-based AIG within the broader AIG trajectory; and (2) a scoping review of empirical studies on LLM-based AIG for STEM assessments, published between January 2022 and January 2026. A structured search of ERIC, Lens and OpenAlex yielded 1,267 records; after deduplication and screening, 7 studies were retained for synthesis. In all studies, LLMs were primarily …

Enhancing Academic Literacy Through Ai-Supported Writing Analytics In Multilingual Higher Education, Riki Nasrullah, Septia Rizqi Nur Abni

Journal of Educational Technology Development and Exchange (JETDE)

This study examines the longitudinal impact of AI-supported writing analytics on academic literacy in multilingual higher education. Using a quasi-experimental design over two semesters with 124 undergraduates, the treatment group employed a GPT-based analytics tool, while the control group relied on conventional feedback. Using a longitudinal quasi-experimental design and repeated-measures analyses, the study found significant group effects and significant Group × Time interactions, indicating that the treatment group achieved larger and more sustained gains in academic literacy. Process-oriented indicators and learning analytics further showed a shift from surface editing to global revision, accompanied by deeper metacognitive engagement.

Coding, Machine Learning, And Game Engines In Initial Teacher Training, Sara Redondo-Duarte, José Manuel Sáez-López

Journal of Educational Technology Development and Exchange (JETDE)

This study evaluated the integration of coding, visual block programming, game engines, and machine learning (ML) modeling in initial teacher education. The aim was to examine the feasibility of this instructional approach and its association with pre-service teachers’ computational knowledge and attitudes toward programming and artificial intelligence (AI). A one-group pretest-posttest design was implemented with 129 undergraduate students enrolled in Primary Education degree programs at two public universities in Spain. Knowledge of computational concepts was assessed with a 10-item test analyzed using a paired-samples Student’s t-test, while attitudes toward programming and ML were evaluated with two Likert scales analyzed using …

Why Do Communities Build Bridges? Social Studies: 5e Model Inquiry Lesson Plan, Ryanna Thorson

OER Materials

This lesson plan presents a 5E inquiry-based social studies lesson designed for 5^th-grade students to explore the compelling question, “How does a bridge change a community?” Through the analysis of primary sources (including historical photographs, maps, engineering diagrams), students investigate how bridges influence transportation, access, safety, and community development. The lesson integrates vocabulary supports, structured observation, and literacy connections to help students evaluate the significance of human-made structures in shaping community life. Grounded in constructivist learning theory, this word demonstrates how inquiry and evidence-based reasoning can deepen students’ understanding of social studies concepts.

Making Inquiry Accessible: Inquiry-Based Design And Instruction For English Learners In Secondary Social Studies Classrooms, Meghan T. Hawkins

Theses and Dissertations--Education Sciences

This dissertation explores inquiry-based instruction for English Learners (ELs) in secondary social studies classes. The first article explored the existing literature in the field. The second article considered instructional design choices that could increase learning outcomes in an inquiry designed for ELs, implemented in a culturally and linguistically responsive classroom. Finally, the third article is an exploratory case study that examined how a secondary high school social studies teacher and ESL co-teacher designed and implemented inquiry-based instruction in a co-taught ESL class. The research questions included: 1. How do teachers build trust in a culturally and linguistically responsive social studies …

Investigating The Viability Of Fully Online Asynchronous Physics Instruction In Formal Education, Clifton W. Massey-Noel

Physics Dissertations

In this dissertation we present results from two consecutive investigations into the fully online asynchronous modality in Physics Education. We first discuss the efficacy of a fully online asynchronous section of Modern Physics held in Fall 2024. The asynchronous section is compared with four prior partially-flipped sections of the same class, two of which were held in-person, and two of which were held synchronously online. Results suggest that all three modalities can be made to be about equally as effective. We also discuss the efficacy of a fully online asynchronous section of Calculus-Based Introductory Mechanics held in Fall 2025. The …

Show Your Work: Assessment In The Age Of Ai, Kevin Yee, Laurie Uttich, Elizabeth Giltner, Anastasia Bojanowski

UCF Created OER Works

The fourth book from a team of college instructors who have been in the trenches of AI and higher education since the beginning, Show Your Work: Assessment in the Age of AI is a practical, discipline-spanning guide for educators who are ready to redesign their assignments for a world where AI is a given. Organized around three approaches—co-creating with AI, writing without it, and finding alternative AI-resistant assessments—this book offers more than 50 concrete strategies that faculty can mix, match, and adapt to their own courses and contexts. Whether you want to integrate AI as a learning tool, build assignments …

Navigating Yellow Zone Sexual Misconduct Cases: Exploring Title Ix Administrators’ Discretion, Angela E. Hobbs

Educational Leadership & Policy Studies Dissertations

This study examines how Title IX administrators exercise discretion when responding to ambiguous sexual misconduct reports referred to as yellow zone. The 2020 Title IX Rules and Regulations introduced a more restrictive definition of sexual misconduct, requiring behavior to be severe, pervasive, and objectively offensive (SPOO) to meet the threshold for formal institutional response. Despite the practical challenges these cases present for institutions, there is limited scholarly understanding of how Title IX administrators make decisions when responding to them. Guided by street-level bureaucracy theory (Lipsky, 1969, 1980, 2010), the study explored how institutional actors exercise discretion in response to regulatory …

The Effects Of Parental Involvement On A Child’S Educational Success, Samson Ghirmai

All Electronic Theses and Dissertations

The accessibility of education has opened doors for children to pursue interests and be prepared for their transition into adulthood. Education is a resource that opens doors, but it has been found that there are gaps in achievement. This opens the conversation on possible solutions to reduce this gap. Schools have been developing new systems and strategies to increase parental involvement, determining this as a possible solution towards bridging the gap. The purpose of this study is to determine whether the solution towards the achievement gap is identifying strategies to get parents more involved in their child's education. Research determined …

Becoming Art Itself: A Study On The Generative Logic And Discursive Structure Of Disability Art Incubation Institutions, Gonghui Lu

MA Theses

This study employs “Becoming” as its core analytical concept to examine how disability art incubation institutions operate at the intersection of contemporary art history and social systems as mechanisms that continuously generate both art and subjectivity. Building on Deleuze’s philosophy of becoming and Guattari’s notion of the rhizome, the study constructs a generative model linking art, institutions, and discourse. Through comparative analysis of international cases, it discusses the shift in disability art from a representational logic to a generative logic, and the dynamic oscillation between deterritorialization and reterritorialization within institutional practices. The study argues that disability art should not be …

Students’ Views On Professionalism As A Window Into Their Professional Identity Formation, Jennifer H. Kwon, Charles F. Shuler, Judith Walker, Hsingchi Von Bergmann

Health Professions Education

Purpose: Professional identity formation (PIF) provides a process-based framework for understanding professionalism, focusing on how individuals integrate professional values and roles into their broader sense of self. Limited research has examined how dental students perceive professionalism and how these perceptions shape their developing professional identities. Understanding these perspectives may provide insight into their PIF journey and help inform the design of educational strategies to address their need.

Method: An online survey, consisting of both open-ended and close-ended questions, was emailed to undergraduate students in the Faculty of Dentistry at one Canadian university. Descriptive statistics were conducted using JASP (Version 0.16.1; …

Research-Based Learning For Pre-Service Teachers’ Meta-Reflexivity: Insights From English Language Teacher Education In Türkiye, İrem Çomoğlu, Eda Ceylan, Eda Akgün-Özpolat, Kenan Dikilitaş

Australian Journal of Teacher Education

Drawing on Cramer et al.’s (2023) framework for meta-reflexive teacher education, we conducted a case study to examine how research-based learning (RbL) helps pre-service teachers (PSTs) develop meta-reflexivity. The data was collected in an undergraduate course in Türkiye where 81 PSTs engaged in RbL through developing, explaining, and exploring their pedagogical puzzles (PPs). Analysis of data from written reflections and class recordings generated themes indicating that PSTs began to adopt a meta-reflexive stance through a set of research and reflection practices involved in their puzzle exploration processes. The study suggests that RbL may be a promising approach for fostering PSTs’ …

Considerations For School Leadership In Leveraging School-Based Behavior Analysis For Systemic Improvement In Public Education, Virginia Public Schools Behavior Analyst Network, Kira Austin, Elizabeth Boynton, Amanda K. Cash, Meredith Eads, Daniel Irwin, Selena Layden, Daria K. Lorio-Barsten, Emily Muise, Nadine Pittman, Felicia Shelton, Indya Watts-Graves

Human Movement Studies & Special Education Faculty Publications

Public schools face significant challenges, including rising student behavioral needs, chronic absenteeism, and high rates of teacher burnout. These issues are interconnected with and inextricably linked to a need for effective, evidence-based behavioral supports. Educators frequently enter the field lacking the necessary skills and training to manage complex student behavior, often resulting in a reliance on punitive practices that exacerbate problems.

This paper proposes that the expertise of school-based behavior analysts (SBBAs), who are Board Certified Behavior Analysts® (BCBAs®) specializing in education, offers a powerful, underutilized solution. SBBAs are trained in applied behavior analysis (ABA), a data-driven science focused on …

Session F: Ai And Agency: Guiding Students In Responsible Use Of Generative Tools, Jennifer Colby

Learning Together at the Forefront of Change: GenAI Summit 2026

Help your students make choices that enrich their learning, not diminish it! This workshop shows teachers how to support student agency in deciding when AI use is appropriate and to recognize signs of AI misuse in student work and address them constructively.

A Data-Driven Framework For Automation Readiness In Minnesota State University, Mankato Course Scheduling, Prisca Bongu Payanzo Maba

All Graduate Theses, Dissertations, and Other Capstone Projects

University course scheduling is one of the most complex optimization problems in higher education institutions. With universities growing in size and offering a broad spectrum of majors and disciplines, the number of possible course scheduling combinations increases exponentially, rendering traditional ways of scheduling ineffective.

Although operations research has extensively studied automated scheduling algorithms, there has been limited investigations into the organization readiness of academic departments to implement such systems. This paper offers a hybrid data science framework that assesses departmental readiness for scheduling automation.

The study combines qualitative Zoom interview data from 19 academic departments with institutional scheduling rules from …

Hear & Now: Culturally Responsive Music Education Through Digital Audio Workstations & Musique Concrète, Benjamin T. Connolly

Pitzer Senior Theses

Hear & Now: Culturally Responsive Music Education Through Digital Audio Workstations & Musique Concrète is a two-part ethnomusicological study of how the capacities and affordability of modern electronic instruments could be utilized within school curricula as an affordable alternative to traditional music classes. I explore the musique concrète movement from mid-20th century France, aiming my examination towards the movement’s emphasis on the materiality of sound production and utilization of modern technology during the composition process. From there, the paper transitions into a study on the affordances of contemporary music technologies through a series of interviews with electronic composers, tracing the …

When Hearts Beat In Two Languages: Enabling Access To Biliteracy Pathway Recognitions For Latine Linguistically Expanding Learners (Lexls) In K-8 Schools Across A Southern California School District, Mayra C. Orozco

CGU Theses & Dissertations

This qualitative nested case study examined how Biliteracy Pathway Recognitions (BPRs) are implemented and accessed for Latine Linguistically Expanding Learners (LExLs) in one Southern California school district. Although California has expanded opportunities for students to earn recognitions that value bilingualism and biliteracy, little research has examined how these policies are implemented at the elementary and middle school level and how families navigate access to these opportunities. Guided by Honig’s (2006) policy implementation framework of policy, people, and places and Yosso’s (2005) Community Cultural Wealth (CCW) model, this study explored how district and school personnel implemented BPR policies and how families …

Chicano Studies Courses: Latina/O Student Engagement In Community Colleges, Marisol Celeste Madrigal Uribe

CGU Theses & Dissertations

Community colleges play a vital role in expanding access to higher education for historically marginalized students, particularly Latina/o and first-generation college students. However, many students arrive carrying the effects of cultural erasure, racial marginalization, and deficit-based schooling experiences that shape their academic engagement, sense of belonging, and future aspirations. This qualitative study examines how Chicana/o Studies courses foster student engagement, identity development, belonging, and future orientation within the community college context. Guided by Critical Race Theory (CRT) and the concept of racial microaffirmations, the study conceptualizes Chicana/o Studies as a transformational educational space that affirms students’ lived experiences, challenges Eurocentric …

Reading The Birds: Critical, Multimodal, And Queer Meaning-Making In Literacy Teacher Education, Kris Benefield

CGU Theses & Dissertations

This qualitative dissertation explores critical, multimodal, and queer literacies and related pedagogies in teacher education. In it, I engage in both critical analysis and theorizing at the intersection of teacher education, literacy, and pedagogy, producing insights and tools that may be of use to teachers, teacher-educators, and researchers interested in resisting oppression in and through literacy and composition education. The findings contribute to the research on literacy teacher education by detailing the situated processes involved in both critical meaning-making and pedagogical enactment among a group of K-12 teachers in and beyond two literacy methods courses. I draw on thematic analysis …

A Narrative Inquiry Of Early-Career Women Of Color In Student Affairs, Nora Anitzya Jin-Leyva

CGU Theses & Dissertations

At the time of this study, data revealed student affairs professionals were exiting the profession at high rates (Chamberlain et al., 2022). This rate was higher among new student affairs professionals (Buchanan & Shupp, 2015). Professionals in the field face common challenges including low job satisfaction and high levels of burnout (Aros, 2022; Chamberlain et al., 2022; Quaye et al., 2024) and a lack of appropriate supervision (Shupp & Arminio, 2012) and mentoring opportunities (Aros, 2022; Maramba, 2011). However, people of color and women in the profession face additional challenges, including racial battle fatigue (Quaye et al., 2024), racism and …

The Dunning-Kruger Effect In Sixth Grade Adolescents: Improving Metacognition For Self-Regulated Learning, Julie H. Chen

Scripps Senior Theses

The Dunning-Kruger (DK) effect is a cognitive bias where low-performing individuals overestimate their own abilities, and top-performing individuals underestimate their own abilities relative to their peers. The purpose of this proposed study is to investigate the DK effect in sixth grade adolescents and to use metacognition as an intervention to improve self-assessment calibrations. This study will investigate adolescents in Piaget’s formal operational stage, aiming to improve metacognition levels. The study will occur over 12 weeks, and participants will be given a preparation handbook with or without metacognition activities for the purpose of preparing for the California Assessment of Student Performance …

Social Justice In The Linguistics Classroom, Reed Blaylock, Miranda Mccarvel, James A. Berry, Evan D. Bradley, Emily Graham, Jill Hallett, Sarah E. Hercula, Lisa Morgan Johnson, Kahdeidra Monét Martin, Ebi Poweigha, Md. Abusalah Sakender, Allison Taylor-Adams

Education and Child Study: Faculty Publications

In the current political and social climate, diversity, equity, inclusion, and justice initiatives in higher education face pushback and at times abolition. Educators within the field of linguistics face a paradox: vulnerability of the classroom versus the fundamental duty to promote linguistic and social justice. This organized session aimed to support community and coalition building, helping linguists build capacity to engage in the work of linguistic and social justice through their teaching. The session was structured into four areas: diversity and inclusion, justice and equity, resistance and response, and lifelong learning and engagement. The first session introduced strategies for decentering …

Literacy Intervention At The Middle Level: A Mixed-Methods Examination Of The Implementation Of Thinking Maps, Ashley Chantal Choice

Theses and Dissertations

This study examined the implementation of Thinking Maps® as a literacy instructional intervention for students in grades four and five. Using an explanatory sequential mixed-methods design, the study investigated the effect of Thinking Maps® on student achievement, changes in students’ literacy-related work products, and teachers’ perceptions of the strategy. The study was conducted at a rural Title I elementary school in the southeastern United States and included nine teachers and 150 students across English language arts, mathematics, science, and social studies during an eight-week intervention period. Quantitative data included unit pretest and posttest scores from standards-aligned assessments and teacher perception …

University Of Central Florida Graduate Catalog, 2025-2026, University Of Central Florida

UCF Catalogs

No abstract provided.