Educational Technology Commons^™

Guidelines For Automatic Grading Of Student Essays Using Large Language Models, Diwakar Yalpi, Sruta Keerti Kasula, Ravi Mukkamala

Computer Science Faculty Publications

Automated essay evaluation using large language models (LLMs) has emerged as a promising approach to support scalable and consistent educational assessment. However, the effectiveness of LLM-based grading varies significantly across evaluation dimensions and is highly influenced by prompt design and model selection. In this study, we evaluate five state-of-the-art LLMs across five rubric-based categories: Relevance to Question, Reasoning and Critical Thinking, Evidence and Examples, Organization, and Clarity and Writing Quality. We systematically investigate the impact of three prompting strategies, including rubric-only prompting, exemplar-based prompting (with and without rubric guidance)(Original and Refined prompt designs) incorporating structured instructions. Additionally, a prompt ablation …

Needs Analysis: Ar As An Innovative Learning Media Solution For Elementary School Students, Rosfaniarti Rosfaniarti, Makmum Raharjo, Meilinda Meilinda

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This study aims to identify the need for the development of Augmented Reality (AR)-based learning media as an innovative solution in elementary school learning. The needs analysis method was conducted using a mixed methods approach through questionnaires and interviews with 103 students and 5 teachers. The data were analyzed descriptively and quantitatively to obtain a comprehensive picture of instructional needs. The results showed that student needs were in the high category, with a percentage of 80.64%-85.30%. The socio-cultural aspect was the highest need (85.30%), followed by the pedagogical and technical aspects, while the cognitive aspect had the lowest value (80.64%). …

A Curriculum For Teaching English-Speaking Fluency, Jue Xia

Master's Projects and Capstones

This field project intends to apply theories of second language acquisition to practical implementations. The purpose of this project is to design a curriculum that teaches speaking fluency to low level English literacy English as a Second Language (ESL) learners. The theoretical frameworks it uses are Stephen Krashen’s Input Hypothesis Theory (Brown 2014, p.288), Barry McLaughlin’s Attention-Processing Model (Brown 2014, p.292), Lev Vigotsky’s Sociocultural Theory (Brown 2014, p.295). Fink’s (2003) Integrated Course Design model gives important insights when designing the curriculum. In the project, the author developed three themed units to teach speaking skills. In each unit, three modules are …

Art Teams Year 4 Annual (Ad Hoc) Report 2024-2025, Guy Trainin, Kimberley D'Adamo, Hyeonjin Yoon, Azadeh Hassani, Zohreh Tamimdari, Jiabin Lyu, Michael Nti Ababio, Sarah Trainin

Research and Evaluation in Education, Technology, Art, and Design

This report documents the fourth year of the Art TEAMS project, a multi-year professional learning initiative focused on arts-integrated, transdisciplinary teaching practices across Nebraska K-12 schools. During the 2024-2025 academic year, the project advanced work with its second cohort of educators while maintaining engagement with the first cohort to assess the sustainability of implementation. The second cohort brought increased diversity in art forms, including ceramics, digital media, and career and technical education, demonstrating the versatility of arts integration across curricula.

Year Four activities included delivering refined professional development courses grounded in emergent curriculum design, with significant curriculum modifications based on …

Exploring Student And Faculty Perceptions Of Website Credibility, Mark J. Viner Dr., Elizabeth S. Stewart Dr.

Intersections: Critical Issues in Education

This research investigation delves into the multifaceted realm of internet searches and online web pages, aiming to explore thoughts and opinions held by undergraduate students, graduate students, and faculty. Understanding how individuals navigate and interpret information online is crucial as the digital landscape evolves.

The study investigates the factors concerning users' choices in searching for information online and search results' perceived accuracy or validity. Additionally, it delves into users' perceptions of online content, examining their practices, credibility, and the sharing of information online with others.

By collecting and analyzing responses from undergraduate students, graduate students, and faculty, the research identifies …

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …

From Mirrors To Maps: Reimagining Supervision Through Coaching, Reflection And Metaphor, Meg Norris, Sungeun Min, Andrew S. Miness, Tracy Driehaus

Education Faculty Research

No abstract provided.

Vol 18 Issue 3 List Of Reviewers

Journal of Educational Technology Development and Exchange (JETDE)

Vol 18 Issue 3 List of reviewers

Vol 16 Issue 2 List Of Reviewers

Journal of Educational Technology Development and Exchange (JETDE)

List of reviewers of Vol 16, Issue 2

9th Gsep Research Symposium - 2025

GSEP Research Symposium

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

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

The Impact Of Year-Long Teaching Symposium On Faculty Implementation Of Evidence-Based Education Approaches, Julie A. Honaker, Joan Besing, Radhika Aravamudhan, Loretta Nunez

Teaching and Learning in Communication Sciences & Disorders

On May 17-28, 2021, the American Speech-Language-Hearing Association (ASHA) launched a two-week teaching symposium on Foundational Communication Sciences and Disorders (CSD) science courses and innovation in teaching and learning: speech, language, and hearing sciences. Participants also joined asynchronous threaded discussions and a series of synchronous peer-based online discussions. Ninety-four participants completed a teaching symposium pre-assessment and two post-assessment surveys, and quantitative and qualitative results were reviewed across all time points. All 94 participants indicated motivation to use evidence-based strategies to improve teaching and students’ learning after participation, reinforcing the need for continued review and faculty engagement in these topics.

Becoming Again: Dialogues On Identity Formation Among Second-Career Educators In Initial Certification Programs, Michelle White, Tracy Driehaus, Mark Wolfmeyer

Education Faculty Research

No abstract provided.

Tutoring Online During The Covid-19 Pandemic: Use Of Critical Incidents To Improve Practice, A.E. Dreyfuss, Jose Armando Sanchez Diaz, Barakat Adigun, Helen Baraki, Thalyia Thompson

Publications and Research

Developing expertise in the practice of online tutoring is presented by peer tutors who provided support to students with synchronous sessions with the onset of COVID-19. The experiences and learning of peer tutors were probed through the use of critical incidents (Flanagan, 1954), and how weekly training meetings provided support to them, creating a collaboration among the tutors and the training manager.

Using Machine Learning Methods To Evaluate Undergraduates’ Executive Function In The Context Of Game-Based Measurement, Ming Chen

Dissertations, Theses, and Capstone Projects

Traditional performance-based measurements have faced criticism due to their potential to induce test fatigue and their limited ecological validity. In contrast, game-based assessments have demonstrated the capacity to engage participants effectively in tests and enhance ecological validity by replicating real-world scenarios. Nevertheless, conventional statistical approaches may prove insufficient in capturing the intricate, non-linear associations between participants' gaming performance and their cognitive capabilities. Leveraging the potential of machine learning (ML) techniques, which can model complex problems, offers a promising avenue for estimating students' performance in video games. This dissertation aims to explore various ML methods for the validation of three game-based …

An Early Review Of Generative Language Models In Automated Writing Evaluation: Advancements, Challenges, And Future Directions For Automated Essay Scoring And Feedback Generation, Yue Huang, Corey Palermo, Ruitao Liu, Yong He

Chinese/English Journal of Educational Measurement and Evaluation | 教育测量与评估双语期刊

Automated writing evaluation (AWE) has long supported assessment and instruction, yet existing systems struggle to capture deeper rhetorical and pedagogical aspects of student writing. Recent advances in generative language models (GLMs) such as GPT and Llama present new opportunities, but their effectiveness remains uncertain. This review synthesizes 29 studies on automated essay scoring and 14 on automated writing feedback generation, examining how GLMs are applied through prompting, fine-tuning, and adaptation. Findings show GLMs can approximate human scoring and deliver richer, rubric-aligned feedback, but fairness, validity, and ethical issues remain largely unaddressed. We conclude that GLMs hold promise to enhance AWE, …

The Evolution Of Schooling: From Industrial Obedience To Techno-Autonomy, Seb Taylor, Ron Roberts Ii

Digital Laboratory: Publisher of Internet Journal

This paper examines the enduring architecture of the American education system as a mechanism designed for compliance, not creativity. Rooted in 19th-century industrial logic, the structure of schooling, its physical design, time constraints, and assessment methods, has remained largely static despite seismic cultural and technological shifts. Through historical analysis and contemporary critique, this work interrogates the persistence of standardized methods, institutional prestige, and top-down instruction as barriers to meaningful learning and value creation. Drawing from interdisciplinary research and live case studies, including Alpha School’s AI-powered, mastery-based model, the paper advances the concept of techno-education: a student-centered paradigm informed by feedback …

Limitations Of Using Large Language Models For Automated Essay Scoring, Thomas A. Fink

Theses

Background: Automated essay scoring (AES) is a challenging deep learning problem. The two most widely used methods for predicting essay quality scores, supervised learning-based and LLM-based, have their own limitations. Although supervised learning-based methods are more accurate, they only predict a score and do not offer descriptive feedback to students. On the other hand, LLM-based methods can offer rubric-guided feedback but are known to be less accurate.

Methods: This work focuses on improving the accuracy of state-of-the-art LLM-based AES methods. We began by thoroughly investigating why these methods were performing poorly for certain datasets and certain examples. This led us …

Aligning Models Of Competency-Based Education With Skills For The Future, Teresa M. Ober, Lei Liu, David Nitkin, Ou Lydia Liu

Chinese/English Journal of Educational Measurement and Evaluation | 教育测量与评估双语期刊

Essential competencies such as collaboration and critical thinking, integral to long-term success, have been notably absent from traditional curricula, as the current instructional materials largely focus on disciplinary domains. Previous research, as highlighted by Liu, Kell, Ling et al. (2023), established a compelling link between these competencies and success across educational, occupational, civic, and health and wellbeing outcomes. The Skills for the Future, a joint initiative by ETS and Carnegie Foundation, presents a comprehensive approach to transform skills identification, demonstration, and verification. The initiative aims to create an ecosystem for skills consisting of a skills framework, assessment, extraction, and insight, …

Diversifying Cybersecurity: Evaluation Of An Internet Of Things (Iot)-Based Cybersecurity Training Course Designed To Bridge The Diversity Gap, Maureen Namukasa, Bhoomin B. Chauhan, Carlie Swords, Curtice Gough, Weronika Dymanus, Catherine Diresta, John Vitali, Vivek Sharma, Tj Oconnor, Meredith Carroll

Journal of Cybersecurity Education, Research and Practice

This study aimed to evaluate the effectiveness of an eight-module Cybersecurity course at increasing the learning outcomes of middle and high school students with little to no experience, including underrepresented minorities (URMs) in Cybersecurity. Twice we administered and evaluated the Cybersecurity course, which included hands-on IoT-based activities, utilizing collaborative learning, scaffolding, and representation-based learning strategies. Using a quasi-experimental, within-subjects, repeated measures design, each participant experienced a pretest, the course, and a post-test to evaluate the impact on learners’ self-efficacy, interest, and knowledge. The results revealed that (1) at pre-test, female (p = .001) and in one course administration minority …

Reading Interventions In The Modern Era: Reconceptualizing The Utility Of Video Games, Senaida Mehmedovic

Electronic Theses and Dissertations

Youth in the United States continue to have difficulty developing reading skills, with only 31% of fourth graders reading at a “proficient level” (NAEP Reading: National Average Scores, 2024). Youth struggling to develop reading skills often have reading anxiety (Chow et al., 2021; Martinez, 2019; Ramirez et al., 2019), which impacts their reading skill development even more (Mohammadpur & Ghafournia, 2015); the interwoven and cyclical relationship between reading anxiety and reading comprehension requires interventions to address these needs concurrently (Francis et al., 2019; Francis et al., 2021; Grills et al., 2012). The increased avoidance and paired aversion of reading-related tasks …

Leveraging Artificial Intelligence In Education To Drive Cross-Sector Innovation, Brent Terwilliger, John Faraca

Publications

As artificial intelligence (AI) reshapes educational practices, particularly in technical fields such as uncrewed systems, robotics, and aviation/ aerospace, its integration raises promise and complexity. This exploratory study features an investigation of the impact AI tools adoption has on instruction, curriculum support, and workforce preparation, with a focus on online learning environments. Drawing from pilot survey data across aviation and aerospace education stakeholders and hands-on evaluation of AI video production platforms, findings reveal diverse applications, perceived benefits, and critical concerns, including ethical, pedagogical, and institutional challenges. Additionally, the analysis explored how AI-enabled education intersects with broader industry and government innovation …

Enhancing Digital Accessibility For Deaf Or Hard Of Hearing Learners- Innovative Strategies For Inclusive Education, Felicia Rutledge Ph.D.

Developmental Disabilities Network Journal

This research-to-practice brief explores innovative strategies to enhance digital accessibility for Deaf or Hard of Hearing (D/HH) learners, focusing on practical applications for inclusive K-12 education. Despite advances in digital learning, D/HH learners face unique barriers due to auditory-centered designs. Accessibility legislation such as the ADA, Section 504, and IDEA mandate educational inclusion for these learners. Key strategies include the integration of assistive technologies (e.g., captioning, ASL video interpretation), the application of the Universal Design for Learning (UDL) 3.0 guidelines, and adherence to WCAG 2.1 principles for accessible content design. The research-to-practice brief provides actionable insights for educators, administrators, and …

Enhancing Online And Blended Course Design Through Conversations And Observations: The Role Of Stakeholders, Chris Smith, Darlene Schaefer, Geetanjali Soni, Thomas Cooper, Meghan Mcgrath

Developmental Disabilities Network Journal

Online course enrollment for K-12 students has increased dramatically since the early 2000s. This has resulted in promising opportunities for students with disabilities but also requires careful consideration of accessibility in course design and instructional delivery. This mixed-methods study investigated how stakeholder feedback influences the design of blended courses at North Carolina Virtual Public School (NCVPS), a graduation pathway for students with disabilities requiring significant support. Data was collected through surveys of NCVPS online teachers and co-teachers, analysis of course history documents, and the NCVPS student registration system. Findings revealed that educators often modify course templates to accommodate diverse learning …

First Annual Advances In Business Education Conference 2025 Proceedings, Kelsey Metz, Joshua Ray

Advances in Business Education (ABE) Conference Proceedings

Conference Overview: The First Annual Advances in Business Education (ABE) Conference was held on May 16, 2025, at Lincoln Memorial University in Harrogate, Tennessee. Hosted by the LMU School of Business, the ABE Conference was established to promote teaching excellence through innovation and collaboration in business education. With a focus on fostering meaningful dialogue among educators, researchers, and students, the conference welcomed participants from across disciplines and institutions. The event was structured around three key tracks:

Pedagogy & Teaching Excellence: Showcasing innovative teaching methods and strategies for enhancing student learning and engagement.

Business Research: Presenting research focused on advancing knowledge …

Soybean Oil-Derived Acrylate/Methacrylate Ether For High Resolution Additive Manufacturing (3d Printing) Technology, Tanuj Patel

Electronic Theses & Dissertations

Additive Manufacturing is one of the rapidly developing techniques, as industries continue to explore new ways to create prototypes and end-use parts, one of the significant challenges that remains is the reliance on petroleum-based plastics for 3D printing, especially in the production of photocurable resins. that may be used to prototype complex structures and sophisticated geometries that are typically challenging to produce with conventional methods. Thus, replacing petroleum-based plastics with renewable resources is increasingly important for additive manufacturing (3D printing) of photocurable resins. The use of bio-based renewable resources in AM is a feasible alternative to traditional petroleum-based plastics. Henceforth, …

Mechanically Robust, Self-Healable, And Reprocessable Geraniol Based Epoxy Vitrimer By Boronic Ester Dynamic Cross-Links, Dharmikkumar Patel

Electronic Theses & Dissertations

Covalent Adaptable Networks (CANs) are a pioneering family of polymers that have garnered significant attention in recent years and are characterized by covalent crosslinks that exhibit reversible dynamic alterations by external stimuli. Additionally, unlike traditional thermosets, CAN’s especially vitrimers, offer a range of properties such as self-healing, reprocessability, shape-memory, and recycling capabilities due to the dynamic feature of covalent crosslinks. Recently, an increasing trend in the global production of thermosets involves rapid consumption of petroleum-based resources, which has become a growing environmental concern. From this perspective, the development of eco-friendly thermosets from bio-based feedstocks is a possible way to overcome …

Assessing Student Satisfaction Using Courses Generated By Artificial Intelligence, Althaf Hussain Kallamadugu

All Theses

This research explores the effectiveness of using Artificial Intelligence (AI)-generated voice-over presentations as an alternative to traditional human-narrated lectures in online education. The study focuses on students preparing for the Federal Aviation Administration (FAA) Part 107 exam for Commercial small Unmanned Aircraft Systems (sUASs). By comparing AI-generated lectures with human-narrated content, the research aims to assess the impact of AI on student satisfaction, engagement, and performance. A mixed-methods approach was employed, combining quantitative analysis of exam scores and survey data with qualitative insights from student interviews. The methodology includes the creation of AI-generated voice-over presentations, survey distribution to both control …

Teacher Support And Professional Development Needs In A New Virtual Academy, Joshua Young

All Dissertations

ABSTRACT

As the need for virtual learning options for K-12 public students rapidly grew in large part as a response to COVID-19, Foothills Virtual Academy^[1] (FVA) has developed as an option for online learning for students enrolled in the School District of Foothills County^[2] (SDFC), a district of approximately 16,000 students located in South Carolina. This educational program offers families the option for their students to become full-time virtual students while still remaining enrolled as a student in SDFC. This program features instructional programs specifically tailored for each age and grade level and features a mixture of synchronous …

“I Have Returned Home”: Understanding The Re-Entry Experience Of Saudi Female Scholars After Completing Their Doctoral Studies In The United States, Hajer Asiri

Electronic Theses, Projects, and Dissertations

The experiences of Saudi female scholars returning from abroad remain underexplored. This study investigates how Saudi women in higher education institutions readjust and reintegrate into professional and cultural environments after completing doctoral studies in the United States. Using a narrative approach informed by transformational learning theory (TLT), it examines reverse culture shock and the coping mechanisms employed by these women. Five female participants from various Saudi institutions were interviewed in semi-structured sessions lasting 30 to 60 minutes. Thematic analysis revealed five key themes: Cultural Readjustment, Professional Reintegration, Family and Social Dynamics, Personal Transformation, and Coping Strategies. The findings underscore the …

How Not To Teach With Technology: A Lighthearted Look At Educational Technology Pitfalls, Alethea Inns, Safiyya Bintali, Andrew Borts, Ted Weisman, Lindsay Erdem

UNLV Best Teaching Practices Expo

Educational technology can be both a catalyst for engagement and a source of unexpected chaos. The Do's and Don'ts of Teaching with Technology: A Lighthearted Look at Educational Technology Pitfalls distills insights from IT support tickets, faculty consultations, and student feedback into practical (and lighthearted) DOs and DON’Ts. This poster highlights four key areas of tech use in higher education: Choosing the Right Tools, Setting Expectations, Avoiding Tech Overload, and Designing Intentionally, complete with comic-style illustrations and real-world wisdom. A companion guide, available via QR code, expands on these themes with additional examples, citations, and strategies for designing tech-enhanced learning …