Digital Commons Network^™

Artificial Intelligence Research In K–12 Education: A Bibliometric Analysis, Thomas Frank Mauro

Selected Full Text Dissertations, 2011-

Research on artificial intelligence (AI) in K–12 education has expanded rapidly over the past two decades, producing a growing and sometimes fragmented body of scholarly literature. As new AI applications, including machine learning systems, intelligent tutoring systems, and generative AI tools, continue to emerge, understanding how this research has evolved over time is increasingly important for educators, policymakers, and researchers. This study conducted a bibliometric analysis of scholarly publications on AI in K–12 education to address the following three research questions. How has research on artificial intelligence in K–12 education evolved over time? Who are the significant contributors to AI …

But Who Are The Victims? Reassessing The 568 Higher Education Cartel, James V. Koch

Economics Faculty Publications

Thirty prestigious independent American institutions of higher education were at some time members of the 568 higher education group (often labeled a cartel). Seventeen of them were sued by the U.S. Government and representative students who alleged that their meetings and deliberations resulted in collusion that caused students to pay higher prices. Twelve of the seventeen institutions subsequently settled their cases and by 2024 collectively had paid $284 million to do so. However, an inspection of these institutions' pricing reveals that the median 568 Group institution lowered its average real net annual cost to its undergraduate students by 19.07% between …

Psychometric Properties Of The Digital Psychological Competence Scale For University Students In The Kingdom Of Saudi Arabia, Mona Saad Falih Alamri

University of Tabuk Journal for Humanities and Social Sciences

Higher education has undergone a rapid digital transformation, requiring students to navigate technology-rich learning environments that demand integrated cognitive and psychological competencies. This study aimed to develop and validate a Psychodigital Competence Scale for university students in the western region of Saudi Arabia, using a sample of 523 students. The initial version included 21 items, which were revised through expert judgment (agreement >= 80%) to produce a final 16-item, four-factor scale. Construct validity was assessed using a pilot sample, and Pearson correlations demonstrated statistically significant item-scale relationships at the 0.05 and 0.01 levels. Reliability indicators showed significant split-half reliability (p < 0.01) and a high Cronbach's alpha coefficient (0.908). Exploratory factor analysis supported data suitability (KMO = 0.85, Bartlett's test p < 0.01, determinant = 0.011), and confirmatory factor analysis validated the four-factor model. These findings confirm strong psychometric properties, establishing the scale as a reliable tool for psychological and educational research.

Arabic Proverbs From The Perspective Of Ancient Logic: Al-Maydani's Collection Of Proverbs As A Model, Shihana Saeed Abdullah Al-Shahrani

University of Tabuk Journal for Humanities and Social Sciences

This research aims to reveal the manifestations of logic in Arabic proverbs, as short, condensed texts that express the Arab mind's experience in deconstructing the contents of Arabic proverbs and maxims in light of the concepts of ancient logic and analyzing them as anthropological tools for establishing cultural truths that reflect the structure of collective Arab consciousness. The research dealt with the logical structure in proverbs in terms of the relationship between premise and conclusion, signifier and signified, and induction and deduction. This demonstrates that the Arabic proverb was not merely a literary or social expression, but rather a rational …

The Level Of Faculty Members' Awareness At The University Of Tabuk Of The Importance Of Using Artificial Intelligence Applications In Teaching According To Selected Demographic Variables, Mufleh Bin Qublan Bin Bajad Al Judea

University of Tabuk Journal for Humanities and Social Sciences

The present study investigates the level of awareness among faculty members at the University of Tabuk regarding the importance of employing artificial intelligence (AI) applications in teaching. To achieve this aim, the study examines the influence of several demographic and professional variables, including academic rank, gender, years of teaching experience, and the level of training in artificial intelligence. A descriptive-analytical approach was adopted, and data were collected through a questionnaire administered to a sample of faculty members in the College of Education. The results revealed no statistically significant differences in awareness levels attributable to academic rank, gender, or teaching experience. …

A Large Language Model-Based Academic Advising Assistant For Engineering Technology Students, Murat Kuzlu, Vukica M. Jovanovic, Katherine Smith, Otilia Popescu, Adel El-Shahat, Ryan Cotton, Kayla Marie Seegers, William Austin Henderson

Engineering Technology Faculty Publications

In recent years, Artificial Intelligence (AI)-based solutions, particularly Large Language Models (LLMs), have been applied to a variety of domains, such as energy, finance, transportation, healthcare, and education. Among these domains, education has become increasingly popular due to strong interest among educators and students. This study proposes an academic advising assistant system that uses LLMs to help Engineering Technology (ET) students plan their course load based on their educational history, departmental course offerings, and personal constraints, such as their preferred semester course load. The proposed LLM-based academic advising assistant system maintains a database of students' course histories and upcoming course …

Explainable Ai-Driven Predictive Maintenance Curriculum For Smart Manufacturing, Abdullah Al Mamun, Murat Kuzlu, Katherine Smith, Vukica Jovanovic, Dalya Ismael, Adel El-Shahat, Angela Sicaja, Md. Hedayetul Islam Chy

Engineering Technology Faculty Publications

Nowadays, Industry 4.0 has transformed manufacturing industries into a data-rich system driven by IoT, automation, and Artificial Intelligence (AI). Within this context, Predictive Maintenance (PdM) provides a proactive strategy that leverages heterogeneous sensor data such as vibration, acoustic, electrical, and visual signals along with historical performance and advanced analytics to forecast equipment failures before they occur. Usually, AI-driven PdM (AI-PdM) enhances this capability by integrating AI-based sensor analytics to automate fault prediction and optimize system reliability. However, traditional AI-PdM often functions as a “black box,” providing limited interpretability of its decision-making process and posing challenges for trust, validation, and human …

Wip: Arduino-Based Pbl To Foster Entrepreneurial Mindset, Nathan Q. Holland, Vukica M. Jovanovic

Engineering Technology Faculty Publications

This work-in-progress paper examines a semester-long project-based learning initiative begun in an introductory engineering course during the Fall 2025 semester. The project aims to enhance students' hands-on experience by integrating information literacy, the engineering design process (EDP), and an entrepreneurial mindset (EM) [1]. The objective is to boost student confidence in teamwork, technical problem-solving, and application of skills, preparing them for future courses in their discipline. Students in this introduction to engineering course received an Arduino Uno R3 Controller board kit and additional sensors. They were tasked to develop a device addressing engineering in the medicine challenge of their choosing. …

Exploring Job Stressors And Burnout Among Core Faculty In Entry-Level Physical Therapist Education Programs: A Convergent Mixed Methods Study, Jj Ferguson, Adam Fritsch, Jodi L. Young

Health Professions Education

Purpose This study explored burnout among core faculty in Doctor of Physical Therapy (DPT) programs, identifying its most prevalent aspects and key organizational correlations. Methods A convergent parallel mixed-methods design integrated quantitative data from the Maslach Burnout Inventory–Educators Survey and the Areas of Worklife Survey with qualitative data from semi-structured interviews. Data were collected concurrently, analyzed independently, and merged during interpretation. Quantitative analyses used multiple linear regression, while qualitative data underwent thematic analysis. Results Eighty-one faculty completed the survey and 20 participated in interviews. Emotional exhaustion emerged as the most prevalent burnout dimension, with 51.9% reporting moderate to high levels. …

Developing A Framework To Enhance Medical Student Well-Being: A Cross-Sectional Study Exploring The Interplay Between Stress, Resilience, And Quality Of Life, Omayma Hamed, Elshaimaa Ahmed, Lamiaa Mohsen, Patricia S. Sexton

Health Professions Education

Purpose: Medical training imposes significant stress on students, often leading to burnout, anxiety, and/or diminished quality of life (QoL). Resilience has been identified as a critical factor in mitigating these challenges. However, there is limited research examining how stress and resilience interact to shape QoL in undergraduate medical students. This study expands upon Lazarus and Folkman’s Transactional Model of Stress and Coping by introducing a synthesized framework that integrates resilience as both a mediator and moderator of stress, advancing the understanding of these relationships.

Methods: A cross-sectional study was conducted among 194 first- and second-year medical students at a private …

Exploring The Quality Of Educational Climate In Ethiopian Health Sciences Education: A Comparative Study Of Public And Private Institutions, Yenuse Molla, Temesgen Fereja, Ayenachew Assefa, Tegbar Yigzaw

Health Professions Education

Purpose: Educational environment plays a pivotal role in shaping the quality of health professionals' training. In Ethiopia, disparities in institutional resources, governance, and student support systems between public and private higher education institutions (HEIs) have raised concerns about the overall quality and equity of health science education. This study aimed to assess the status of the educational environment in selected public and private HEIs and propose targeted recommendations for its enhancement.

Methods: A comparative cross-sectional case study research design was employed. The Dundee Ready Education Environment Measure (DREEM) was administered to final-year undergraduate students across medicine, nursing, midwifery, and radiologic …

Raw Dataset For 300 University Ai Choices, Amanda Potasznik

Data and Datasets

A log of 300 universities, randomly sampled from IPEDS data, and documentation of their adoption (or not) of Generative AI technology, coded by company.

Developing A Socio-Ecological Thriving Resilience Model For Student Teachers In Myanmar, A Crises-Affected Context, Shwe Ye Phyo, Erika Kopp

Australian Journal of Teacher Education

The teacher education journey of student teachers in Myanmar has become more challenging due to the combined effects of COVID-19 and political unrest. Preparing resilient teachers in such contexts requires an understanding of the challenges student teachers face and the strategies they employ. Through focus group interviews with 12 final-year student teachers, the study explored their challenges and strategies during their teacher education journey. Using constructivist grounded theory, data were analysed, and a Socio-Ecological Thriving Resilience Model was proposed. Student teachers overcame both professional and personal challenges through the active use of their own resources and contextual ones. This demonstrates …

Initial Teacher Education For Inclusion: Does Practicum Bring Pre-Service Teachers Closer To An Inclusive Approach?, Constanza Herrera-Seda, Constanza Cárdenas Alarcón, Carlos Vanegas-Ortega

Australian Journal of Teacher Education

Practicum is considered an essential element of initial teacher education for inclusive education. In this article, we explore its contribution to the pre-service teachers' adoption of an inclusive approach. We conducted a qualitative, multicase study of three primary teacher education programmes in Chile. Through episodic interviews, we produced data from 18 pre-service teachers. The main results showed that practicum causes various emotions, cognitions, and actions that interact with the adoption of an inclusive approach. Overwhelming pre-service teachers’ emotions related to exclusion can undermine their self-efficacy, leading them to avoid an inclusive approach. Also, the practicum tends to reproduce deficit- …

From Plans To Practice: Preservice Mathematics Teachers' Journey To Conceptual Understanding, Rolando B. Magat Jr

Australian Journal of Teacher Education

This study examines the journey of preservice mathematics teachers (PMTs) in the Philippines from lesson planning to classroom practice, focusing on fostering conceptual understanding. Using a case study approach, data were gathered from 15 PMTs in Metro Manila through semi-structured interviews, classroom observations, and lesson plan analysis. Findings reveal that PMTs face challenges in deep content knowledge, effective instructional strategies, and real-world application, often prioritizing procedural knowledge over conceptual depth. Additionally, engagement strategies and resource integration were key themes influencing lesson planning. To address these gaps, the study proposes Project M.A.S.T.E.R (Mathematics Application and Strategy Training for Enhanced Readiness), a …

Pre-Service Teachers’ Self-Perceptions Of Relationship Skills For Future Work In Schools, Melissa Newberry, Elizabeth B. Hinchcliff, Chelsea Cole, Michael Richardson

Australian Journal of Teacher Education

This study focuses on the perceptions pre-service teachers hold about their own abilities to form relationships with four stakeholders of schools: students, parents, teachers and administrators. Survey data from 257 students enrolled in teacher preparation programs in a mid-sized, private university in the Western US were collected, including their beliefs about relationship skills, experience with children/youth, and conceptions of relationship formation as practicing teachers. Results indicate high confidence in relationship skills, yet few ideas on how to translate those into action when it comes to forming professional relationships. These findings suggest that pre-service teachers may be underprepared regarding the relational …

The Possibilities And Challenges Of Generative Artificial Intelligence For Initial Teacher Education In Australia, Leanne Cameron, Matt Bower, Jihyun Lee, Damian Maher, Jon Mason, Miriam Tanti, Tianchong Wang

Australian Journal of Teacher Education

This paper examines the impact of Generative AI (GenAI) on pre-service teachers (PSTs) and its future role in Initial Teacher Education (ITE) courses. Drawing from a polychronic and polyphonic research methodology (Jandric et al., 2019; Matusov et al., 2019), the six participants, experienced Initial Teacher Educators, identify the opportunities GenAI offers for enhancing teaching, streamlining administration, and providing personalized learning. They also articulate the challenges GenAI presents: bias, ethical and authenticity issues and copyright. The Teacher Educators agree that PSTs must become technically proficient and critically discerning towards GenAI content, and they highlight the need for personalized and context-specific assessment …

Investigating The Changes In Attitudes Towards Science Among Pre-Service Elementary Teachers Enrolled In A Science Methods Course Using A New Version Of The Test Of Science Related Attitudes, Christopher S. Long, Becky Sinclair

Australian Journal of Teacher Education

This article examines the changes in student attitudes towards science among pre-service elementary teachers (PSETs), who were enrolled in a science methods course at a large public university in Texas, USA. A new version of the Test of Science Related Attitudes (TOSRA) called TOSRA-3 was used to measure six dimensions of attitudes towards science. TOSRA-3 was created in an effort to create a more economical, 35 items versus 70 items, version of the original TOSRA. TOSRA-3 was found to be valid and reliable for use with PSETs. Factor analysis suggests a six scale structure with a Cronbach’s Alpha for each …

'Raissing’ Teacher Practice: A Case Study Of A Living Model Of Professional Learning In Mentoring Pre-Service Teachers, Joanne Yoo, Pauline Kohlhoff, Cathryn Moore, Susan Rowley

Australian Journal of Teacher Education

Mentoring is essential for equipping beginner teachers with the skills to navigate the complexities of the classroom. It is paramount to any teacher education program, particularly in relation to learning the practical skills of teaching during placement. This current research presents a case study of a living model of professional learning undertaken within a practicum setting. It introduces a ‘RAISS’ model of professional learning in mentoring, which incorporates relevant, agile, impactful, sustainable and scalable activities that maximise learning for all stakeholders. This case study sheds insight into two pilot deliveries of a mentoring program that can be adopted by other …

Postgraduate Secondary Teacher Training Programs: A Global Scoping Review, Susan Ledger, Claire Bates, Jordan Smith, Elena Prieto, David Roy, Wayne Cotton

Australian Journal of Teacher Education

: Initial teacher education (ITE) programs are shaped by diverse political, cultural, and policy contexts, resulting in varied approaches to preparing secondary teachers. This study presents a global scoping review of postgraduate ITE (PG-ITE) programs across 58 countries, examining four key characteristics: program duration, entry requirements, curriculum, and practicum structure. Findings reveal substantial variation across all dimensions, reflecting differing national priorities and workforce pressures. While common structural features are evident, program design is shaped by underlying policy logics and assumptions about teacher preparation. By systematically mapping these patterns, this study provides a comparative contribution to the field and offers insights …

The Role Of Kindergartens In Promoting Educational Moral Values In Children Through Storytelling, Reem Al-Hajj, Marwan Abu-Alrob, Osama Tawfeeq Jarrar

Australian Journal of Teacher Education

This study examines the role of kindergartens in promoting educational moral values in children through storytelling. The research employs a quantitative approach with questionnaires as a study tool. The study sample, selected randomly, consists of 135 kindergarten teachers from Jenin Directorate, Palestine, analyzed using Structural Equation Modeling (Smart-PLS4). The results show that kindergartens have a significant role in fostering educational moral values through storytelling, supported by strong path coefficients (e.g., β = 0.361, p = 0.002 for proposed suggestions) and a high explained variance (R² = 0.673). This framework, which positions children as active meaning-makers rather than passive recipients of …

Framings Of Intercultural Competence In Australian Teacher Education: Conceptual Bases And Implications, James F. Toohey, Michael D. Carey, Peter R. Grainger

Australian Journal of Teacher Education

Developing an interculturally competent teaching workforce remains an ongoing priority in Australia, yet preparation practices vary in their conceptual grounding. This theoretical paper examines four broad paradigmatic framings that inform strategies to develop intercultural competence in preservice teachers: cognitive, dispositional, critical, and linguistic. We analyse how each paradigm foregrounds particular assumptions about culture, communication, and development, and consider the implications of their partial application in teacher education. Rather than positioning these paradigms as competing models, the paper argues that they function as complementary lenses through which intercultural preparation can be understood and refined. Particular attention is given to the linguistic …

The Effect Of Stem Learning Experiences On Stem Semantic Awareness And 21st-Century Learner Skills Of Prospective Primary School Teachers, Ahmet Oğuz Akçay, Mehmet Arif Bozan, Engin Karahan

Australian Journal of Teacher Education

STEM awareness and 21^st-century skills are recognized as two interrelated dimensions critical for the modern pedagogical competencies of pre-service teachers. This study examines how STEM learning experiences affect pre-service primary school teachers’ STEM semantic awareness and 21^st-century learner skills. STEM activities were implemented for six weeks with pre-service primary school teachers. The research was designed using a convergent mixed-methods approach. The study included 21 prospective primary school teachers who volunteered to participate. The “STEM Semantic Awareness Scale,” “21^st-Century Learner Skills Use Scale,” participant journals, and semi-structured interviews were used as data collection tools. The …

“Slowly, Slowly, Slowly It Becomes This Is What Accepted Practice Is”: Factors Affecting Functional Grammar Teacher Training In Australian Schools, Anne-Coleman Webre

Australian Journal of Teacher Education

Australia has a long history of scholars bringing a functional approach to teaching grammar into pedagogy to support student literacy. This study explores how the ideas and practices from the approach make their way into teaching by investigating the implementation of a teacher training program, Lexis Education, through the perspective of the teacher trainers. Using nine interviews with twelve trainers, the study asks what factors have supported and challenged the implementation of the program in the Australian context. Utilising the substantialising framework as an analytic tool to categorize factors affecting teacher education into domains of influence reveals aspects of the …

(In)Visible Diverse Gender And Sexual Identities Of Pre-Service Teachers: Disclosure, Emotional Labour And Safety Work Within Initial Teacher Education(In)Visible Diverse Gender And Sexual Identities Of Pre-Service Teachers: Disclosure, Emotional Labour And Safety Work Within Initial Teacher Education, Saul A. Karnovsky, Matthew J. Phillips, Breeanna Melville

Australian Journal of Teacher Education

Australia is currently facing a significant teacher attrition crisis, with early career educators increasingly leaving the profession due to burnout, demoralisation, and adverse working conditions. This issue is exacerbated for teachers of diverse genders and sexualities (DGS), who encounter heightened levels of discrimination, exclusion, and mental health challenges within educational institutions. Despite broader societal progress, Australian schools and universities remain sites of persistent queerphobia, contributing to unsafe and unsupportive environments for DGS individuals. This article focuses on pre-service teachers (PSTs) enrolled in initial teacher education (ITE) programs. The study addresses an important gap in the literature by exploring how emotional …

An Examination Of The Cognitive Levels And Content Dimensions In Activities Developed By Pre-Service Mathematics Teachers Within The Math Taxonomy Framework, Ayşe Tuğçe Bodur, Mevhibe Kobak Demi̇r

Australian Journal of Teacher Education

The purpose of this study is to analyze the questions included in three-dimensional modeling activities developed by pre-service mathematics teachers in terms of the cognitive levels and mathematical content dimensions of the MATH taxonomy. This analysis aims to reveal which mathematical processes and skills the pre-service teachers prioritize in their instructional materials. Adopting a case study design, one of the qualitative research methods, this research examined activities developed by 26 secondary pre-service mathematics teachers, selected through convenience sampling, for teaching three-dimensional geometric shapes. Descriptive analysis was used to evaluate a total of 122 activity questions. Regarding content dimensions, it …

Collaborative Problem-Solving (Cps) In Supporting Critical Thinking Skills: A Case Study On Quadratic Function Material, Buaddin Hasan, Arif Hidayatul Khusna

Australian Journal of Teacher Education

Theoretically, CPS can support students' critical thinking skills. However, more in-depth research is needed on how CPS can support students' critical thinking skills. This research aims to describe CPS in supporting students' critical thinking skills. Participants in this research were 24 10th-grade students consisting of 14 female students and ten male students. The 24 participants were then formed into 12 groups, with one group of two students. Data was collected by asking groups to solve a quadratic function problem. The research results show that CPS can support students' critical thinking skills because it provides opportunities for students to negotiate with …

Reciprocal Translanguaging In Peer Interaction: An Interactional Analysis Of Grammatical Co-Construction Among Indonesian Efl Learners, Erwin Ashari, Berlin Sibarani, Masitowarni Siregar

Australian Journal of Teacher Education

This study examines how reciprocal translanguaging operates in small-group peer interaction to support the co-construction of English grammatical understanding among Indonesian EFL learners. Conceptualized as a structured interactional process in which participants draw on their full linguistic repertoires to build grammatical meaning across turns, reciprocal translanguaging is analyzed through five excerpts of naturally occurring peer discussion focusing on observable moves of questioning, repair, metalinguistic elaboration, and confirmation among three fifth-semester university students at Universitas Riau Kepulauan, Indonesia. Drawing on qualitative interactional discourse analysis of recorded online peer discussions, the study examines how participants flexibly deploy Indonesian and English resources to …

Plant Phenomena Nature Walk: Msum Regional Science Center, Abigail Kor

OER Materials

The goal of this inquiry-based lesson plan is to provide teachers and students with a place-based learning experience focused on exploring natural phenomena in the world around them. The lesson was established to provide learners with an experience to observe nature in Minnesota, by exploring the grounds at the MSUM regional science center. This lesson can be adapted to suit other outdoor learning environments. The primary goal of this lesson is to provide students with a cross-curricular, hands-on learning experience that takes place in their community and environment.

The Global Onboard Training Programme (Gobt) : A Comprehensive Review, World Maritime University

Reports

A stable supply of qualified seafarers is a critical component of the global maritime logistics industry, which relies heavily on maritime transportation. According to the 2021 BIMCO Manpower Report, an additional 89,510 officers will be needed by 2026. In 2021 alone, there was already a deficit of 26,240 STCW-certified officers, clearly indicating that demand continues to outpace supply. The report also noted a 45.8% increase in the number of female seafarers since 2015, although they still represent only a small share of the overall workforce. Maritime Education and Training (MET) institutions around the world continue to provide training to develop …