Educational Assessment, Evaluation, and Research Commons^™

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 …

Assessment And Evidence Practices In Cybersecurity Education: A Systematic Review (2015–2025), James K. Mayberry

Journal of Cybersecurity Education, Research and Practice

This study presents a PRISMA-based systematic review of 412 cybersecurity education intervention studies, coding assessment methods, evidence types, claimed outcomes, use of established assessment instruments, and artifact availability. Despite frequent claims of skill development and workforce preparation, 45.4% of studies reported no identifiable assessment. Knowledge tests appeared in 11.4% of studies, while performance assessments appeared in 10.2%. From 2015 to 2025, assessment practices remained dominated by post-only designs or no assessment, with no statistically detectable increase in pre/post-capable designs. Use of established assessment instruments was rare, with 94.2% of assessed studies using ad hoc measures or not identifying an established …

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 …

Educator Perceptions Of Human-Ai Co-Creativity: A Mixed Methods Study, Wendy L. Jensen

Electronic Theses and Dissertations

Educators play a critical role in navigating the intersection of creativity and artificial intelligence in the work of teaching and learning. As frontline implementers of daily instruction and decision-makers around the use of technology tools, teachers determine, in practice, how creativity and artificial intelligence converge in learning environments. Because teachers play this central role, examining their perceptions is critical for fostering the effective use of AI in educational contexts in ways that preserve and advance creative teaching and learning. In this convergent mixed methods study, I investigated educators’ perceptions of human-AI co-creativity, with particular attention to how these perceptions inform …

The Effectiveness Of Using Ai As A Digital Assistant In Problem-Based Learning On Student Learning Outcomes, Fadil Firdian, Afif Rahman Riyanda, Ghea Chandra Surawan, Rafiqa Rizalita

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This study aims to analyze the effectiveness of the use of Artificial Intelligence (AI) based Digital Assistant in the Problem-Based Learning (PBL) model on the learning outcomes of PTI Study Program students in the mobile Programming course. The research method uses a quasi-experimental approach with a pretest-posttest control group. The results showed a significant difference between the experimental and control classes with a p value = 0.001 < 0.05, indicating a significant influence on learning outcomes. The N-Gain value was 0.543 (Moderate) and the results of sser satisfaction questionnaire were 3.30 (Satisfied). These findings prove that the integration of AI as a digital assistant in PBL is effective in improving learning outcomes, conceptual understanding, and student satisfaction with the use of AI.

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

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

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

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

Dissertations

ABSTRACT

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

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

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

Advances in Business Education (ABE) Conference Proceedings

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

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

The event was structured around four key tracks:

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

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

International Christian Community of Teacher Educators Journal

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

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

Perspectives on Early Childhood Psychology and Education

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

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

Perspectives on Early Childhood Psychology and Education

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

The Transformational Role Of Perceived Self-Efficacy In Combating Online Exam Anxiety, Ana Pereles, Carmen Romero-García

Higher Learning Research Communications

Objective:This study investigates how university students’ perceived self-efficacy influences anxiety levels during online examinations, a pressing issue amplified by disruptions caused by coronavirus disease 2019 (COVID-19) and the rise of artificial intelligence (AI)–driven assessment concerns. The aim is to analyze the relationship between self-efficacy and online test anxiety, identifying effective strategies to mitigate its effects.

Method: A systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology was conducted. Searches in Scielo, Web of Science, Scopus, ProQuest Education, Google Scholar, and Dialnet databases included peer-reviewed articles in education, psychology, social sciences, and computer sciences, published …

Exploring The Role Of Video Games In Civil Engineering Education And K-12 Stem Engagement, Jillian S. Codron

Architectural Engineering

Civil engineering education has traditionally emphasized a linear progression from theory to application, with foundational concepts introduced in lecture before being reinforced through laboratory or design experiences. While effective for advanced learners, this approach can limit early engagement for K–12 students who may struggle to connect abstract principles to realworld engineering practice. This project examines the use of video games as interactive, feedback-driven environments for introducing civil engineering concepts and practices to younger learners in more exploratory and accessible ways.

The study pursues four primary objectives: evaluating the educational affordances of selected video games; examining how gaming experiences have influenced …

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 …

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 …

Teaching Iep Development To Preservice Teachers Using Real-World Scenarios And Kentucky Resources, Laura S. Clarke, Dusty Columbia Embury

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

When considering all of the content and pedagogy required for preservice teachers to master before they begin teaching students with disabilities, candidates at public, regional university report that one of the most complex components is understanding Individualized Education Programs (IEPs) and how to write them. In this article, we will provide a program description of the structure, components, and outcomes of a model preservice personnel preparation program designed to address the pedagogical needs of university teacher education candidates in this rural state university. We will describe the plan and initial results from a small pilot study in which faculty in …

Critical Incident Analysis: A Methodological Approach For Teaching Trauma Informed Practices, Penny B. Howell, Mary S. Thomas, Shantel D. Crosby, Khirsten Scott

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

Drawing on sociocultural theory, a transdisciplinary, multi-racial team of teacher educators, a social work educator, and a scholar of English and rhetoric, designed a study focused on developing teacher candidates’ understanding of trauma-informed practices during their teacher preparation program. Qualitative data from teacher candidates’ reflections on Critical Incident Descriptions (CID) completed during student teaching reveal their developing understanding of trauma-informed practice with Timing, Maintaining Relationships, Holding High Expectations, and Engaging Students so they Remain in the Classroom as prevalent themes across all CIDs. Findings suggest that Critical Incident Analysis promotes teacher candidates’ reflection practices as they make connections …

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 …

The Perceived Barriers Of A One-To-One Technology Implementation: A Post-Covid Case Study, Adam Howard Creasy

Electronic Theses and Dissertations

This qualitative dominant, exploratory sequential case study aimed to identify stakeholder perceptions of technology within a one-to-one technology initiative and outline any possible barriers. The study examined the perceptions of teachers, parents, and administrators within a rural K-12 public school district in Pennsylvania. The study provided school district stakeholders with data they can use to improve existing and future initiatives by early intervention within areas of concern identified by the study. Data were collected using a two round approach which includes focus groups and targeted surveys utilizing research-backed electronic survey tools. The research questions addressed in the study were the …

From Pen To Prompt: A Professional Learning Guide For Ai-Assisted Writing In Secondary Classrooms, Tracy Parks

Morehead State Theses and Dissertations

A capstone submitted in partial fulfillment of the requirements for the degree of Doctor of Education in the Ernst and Sara Lane Volgenau College of Education at Morehead State University by Tracy Parks on March 30, 2026.

Redefining Online Education: Integrating A Quality Assurance Rubric Process In A Community College Setting, Judy K. Howell

Morehead State Theses and Dissertations

A capstone submitted in partial fulfillment of the requirements for the degree of Doctor of Education in the Ernst and Sara Lane Volgenau College of Education At Morehead State University by Judy K. Howell on Kentucky March 20, 2026.

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 …

Reliability Of Chatgpt-Based Essay Scoring: A Teacher–Ai Comparison In Economics Education, Ramadzan Defitri Pratama, Khresna Bayu Sangka, Cicilia Dyah Sulistyaningrum Indrawati

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Essay assessment in economics education plays an important role in measuring students' conceptual understanding and higher-order thinking skills, but is often hampered by subjectivity and teachers' workload. This study aims to analyze the reliability and level of agreement between teacher assessments and the ChatGPT-based automatic essay grading system (EsyGrade). The study uses a quantitative approach with a comparative reliability study design involving 60 high school students in grades 10 and 11. Data were analyzed using the Intraclass Correlation Coefficient (ICC), Pearson's correlation, and paired sample t-test. The results show that EsyGrade has a very high level of reliability and is …

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 …

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.

Faculty Readiness And Ethical Perceptions Of Artificial Intelligence Integration In Higher Education Teaching And Assessment, Ayesha Afzal, Shahid Rafiq, Aisha Sami

Higher Learning Research Communications

The rapid advancement of artificial intelligence (AI) technologies presents both transformative opportunities and complex challenges for higher education, particularly in teaching and assessment. This study examines the readiness of faculty members in Pakistani universities to integrate AI tools into pedagogical and evaluative practices, alongside their ethical perceptions of AI use in academic contexts. Using a qualitative research design, semi-structured interviews were conducted with 20 faculty members across diverse disciplines and institutions. Thematic analysis, guided by the Technology Acceptance Model (TAM), the Technological Pedagogical Content Knowledge (TPACK) framework, and Rest’s Four-Component Model of ethical decision making, revealed four interrelated themes: (1) …

Enhancing Learning With Ai: The ‘Icing On The Cake’ Approach, Ejike Okonkwo

Essays in Education

Drawing on a narrative review based on inductive thematic analysis, this paper examines the expanding role of artificial intelligence (AI) in education. The analysis shows that while AI offers useful educational benefits, they often come into conflict with concerns about how AI affects learning, including risks of overreliance and potential constraints on learners’ critical thinking and creative capacities. Consequently, the paper develops the “icing on the cake” conceptual framework, which conceptualizes AI adoption as non-linear and positions AI as a complementary tool rather than a substitute for human learning. The framework is grounded in reflection, metacognition, and skill development, and …

Development And Initial Validation Of The Comprehensive Ai Integration Readiness Survey (Caiirs), Richard D. Amoako, Jennifer A. Morrow

International Journal of Teaching and Learning in Higher Education

Artificial intelligence (AI) has emerged as a transformative force in higher education, improving learning and optimizing administrative operations. However, the adoption and integration of AI in learning environments have received limited research attention until recently. Consequently, this research aimed to develop and validate a scale to assess readiness and preparedness among higher education faculty members for the integrative adoption of AI in learning and teaching practices. A nationwide survey was used to collect data from faculty at universities and colleges in the United States. The CAIIRS scale was developed after an extensive review of scholarly literature. Exploratory factor analysis was …

Informing Change: A Final Research Report On The Findings From The Longitudinal R&D Partnership For Math Equity Project, H. Colleen Sinclair, Samuel Robison, Youn Kyoung Kim, Stacey R. Terrio, Judith Lee Falgout Rhodes

Reports

This report covers a three-year partnership between the LSU Social Research and Evaluation Center, East Baton Rouge Parish Schools (EBR Schools), and DreamBox Learning, in which we conducted a longitudinal, multi-method examination of the effectiveness of DreamBox’s tech-based math intervention on EBRPS student performance. The three key research questions – developed with guidance from our Gates Foundation funding partners – are outlined below with abbreviated conclusions. The body of the report provides further detail on the methods, results, and interpretations of our quantitative study. We complement these conclusions with qualitative insights drawn from focus groups with teachers and students.

Correlation Analysis Of Factors Associated With Students’ Numeracy Skills Using Decision Tree Algorithms, Yenita Roza, Arisman Adnan, Zul Indra, Tuti Alawiyah

Numeracy

Numeracy is a critical competency for academic and everyday functioning. This study investigates the key factors associated with students’ numeracy skills by employing decision tree algorithms as a data mining technique. The dataset used in this study is educational assessment data from Indonesia. Utilizing a dataset comprising 6,953 entries and 60 variables from Education Report, the research adopts an exploratory approach involving data preprocessing, exploratory data analysis, and decision tree model construction. The findings reveal that students’ literacy skills serve as the most dominant predictor of numeracy proficiency, emerging as the root node in the decision tree structure. Additional associated …