Education Commons^™

Designing Ai-Powered Learning: Adult Learners' Expectations For Curriculum And Human-Ai Interaction, Jinhee Kim, Seongryeong Yu, Rita Detrick, Xi Lin, Na Li

STEMPS Faculty Publications

Despite the potential benefits offered by GenAI technologies to provide innovative solutions to address distinct challenges faced by working adult learners (ALs) in higher education and beyond, there is limited understanding of how best to structure AI-powered learning for this population while ensuring their distinct needs and perspectives are considered. Hence, this study aimed to determine what curriculum and student-AI interaction would be required by situating ALs’ views. Through analyzing 48 e-portfolios and in-depth interviews with 20 ALs from diverse educational and professional backgrounds, the study found that ALs perceived content mastery and developing a lifelong habit of learning as …

Bridging The Gap: The Role Of Parent-Teacher Perception In Child Developmental Outcomes, Mckayla Jensen, Mikaela J. Dufur, Jonathan A. Jarvis, Shana L. Pribesh

STEMPS Faculty Publications

Background/Objectives: Time spent with parents and educators encompasses a large portion of a child’s waking hours, with the home and early childhood education and care serving as two of the first settings in which children develop social and cognitive abilities. While previous studies have used social and cognitive tests to examine antecedents of child behavior, we extend such studies to take into account the congruence and incongruence of parents’ and teachers’ views on those antecedents. We examine the importance of parent-teacher alignment on the perceptions of a child’s personality and abilities in early development. Methods: Parents and teachers of 2968 …

Exploring Lis Curriculum: Agency, Identity, Practices, Holly Hebert, Amanda Harrison, Rene Burress, Kelly Pryde, Lauren Hays, Fei Yu, Elizabeth Burns, Cari Cusick

STEMPS Faculty Publications

The practices of LIS educators provide agency and identity for developing LIS professionals. It is essential that LIS programs interrogate their curricula to best prepare emerging LIS professionals. The Curriculum SIG will present three projects that explore practices and curriculum for LIS training.

Dr. Amanda Harrison, Dr. Rene Burress, Kelly Pryde, Dr. Cari Cusick, and Dr. Lauren Hays, will present “Teaching Accessibility in a Library and Information Science MLS program.” LIS students must develop knowledge, skills, and awareness to create inclusive, accessible libraries (American Library Association, 2018; IFLA Standing Committee of Libraries Serving Disadvantaged Persons, 2005; Jaeger et …

Addressing Anti-Black Racism In Library And Information Science Curriculum, Amber Matthews

STEMPS Faculty Publications

This paper explores the development of the graduate course Anti-Racism in Library and Information Science that was piloted at Western University in 2022 and 2023. The one-semester (13-week) course was designed with Black-led community organizations and students contributed to anti-racist information and memory work through experiential learning partnerships. The course used critical Library and Information Science (LIS) literature alongside Black Canadian scholarly perspectives that were grounded in anti-oppression and anti-racism frameworks. The course goals were for students to develop an understanding of how race and other structural inequities inform lived experiences and tools to support collaborative community-led projects. The LIS-tailored …

Assessing The Impact Of Substituting Interaction Types: An Empirical Study Of The Interaction Equivalency Theory, Scott Hauert, Tian Luo, Cherng-Jyh Yen

STEMPS Faculty Publications

Studies on learner–learner and learner–instructor interaction provide insight into the preferences and perceived effects of interaction types. However, evidence of the impact on measured performance resulting from substituting learner–content interaction for learner–learner interaction is sparse. Using an experimental design, this study examined the impact of substituting interaction types on perception of workload, perception of learning, and measured performance in an online, asynchronous, undergraduate-level setting of formal distance education. The results of this study showed (a) learner–learner interactions were perceived to be significantly more work than learner–content interactions, (b) learner–content interactions were perceived to be significantly more helpful in learning the …

Influence Of Faculty-Derived Concept Maps On Student Study Strategies, Kaitlin P. Hardy, Amanda K. Burbage, Julie A. Kerry

EVMS School of Health Professions Faculty Publications

Background

Concept mapping is a well-established tool for students to actively organize information into a visual and spatial framework. However, some students are resistant to adopting concept mapping as a study strategy due to the time and effort involved in generating the maps. In this study, we explored student perceptions of faculty-derived concept maps (FD-maps) developed to accompany content within a Foundational Science module in a medical school curriculum. We subsequently investigated whether student use of FD-maps helped overcome resistance to adoption of concept mapping.

Methods

Student evaluation data was analyzed using a mixed methods approach to explore student perceptions …

Identifying Salient Social, Environmental, And Situational Contexts Of College Drinking: Impacts Across Drinking Outcomes, Abby L. Braitman, Jennifer L. Shipley, Megan Strowger, Emily S. Renzoni

Psychology Faculty Publications

Background and Objectives: Drinking context, such as where, why, and under what social conditions drinking occurs, is consistently associated with daily variability in alcohol use. However, ecological momentary assessment (EMA) requires very brief measurement, not allowing for as many contextual assessments as researchers may like. The current investigation examined common contextual predictors and their associations with different alcohol outcomes.

Methods: A sample of N=528 college drinkers completed three surveys about their most recent drinking episode. This included contextual predictors (location, social context, who was present, alcohol offers, and drinking motives), as well as typical drinking outcomes (number of drinks, estimated …

Exploring Institutional Stratification: Minority-Serving Institutional Pathways To Medical School Acceptance In The United States, Amanda K. Burbage, Eushekia Y. Hewitt

EVMS School of Health Professions Faculty Publications

Introduction

Recruiting and training a diverse pool of physicians from historically excluded groups is vital to solving complex scientific problems and increasing access to patient care. Disparate educational and health outcomes of COVID-19 amplified this need. In stratified higher education systems, underfunded institutions that serve greater numbers of underrepresented in medicine (URM) students face unique barriers to entering physician training. However, pathways from historically underfunded minority-serving institutions (MSIs) in the United States to medical school (MD) are not well understood.

Method

A hierarchical logistic regression analysis of 328 488 de-identified applicants to US MD-granting medical schools for academic years 2017-2018 …

Medical Students' Attitudes Towards Research Participation After The United States Medical Licensing Examination Step 1 Scoring Change, Danxun Li, Nina Li, Curt Bay, Uzoma Ikonne

Department of Medicine Faculty Publications

Background

The recent transition of scoring for the United States Medical Licensing Examination (USMLE) Step 1 exam from a numerical grading system to pass/fail system has significant implications for residency applicants. It is anticipated that research productivity will gain greater importance in the evaluation process. To understand how medical institutions can best support students, we seek to understand medical students' motivations and experience conducting research in medical school after the USMLE Step 1 scoring change.

Methods

This is a mixed-methods, cross-sectional study that examines the motivations and barriers that medical students face in conducting academic or clinical research. A survey …

A Case Study Using The Transparency Framework And Artificial Intelligence To Promote Effective Writing And Student Success In A Writing-Intensive Course, Elizabeth A. Brown, Maria Kronenburg, Ashlee Steeley, Diana Tagbor

Health Behavior, Policy & Management Faculty Publications

Program evaluation data suggest that undergraduate students struggle with writing in a clear and concise manner and appropriately citing. Faculty implemented the plan-do study-act cycle to pilot the Transparency in Learning and Teaching (TILT) project framework and to explore the use of artificial intelligence (AI) and discuss approaches to using AI, along with the TILT framework, in a writing-intensive course to identify the pros and cons of using ChatGPT in an online classroom. The TILT framework reinforces adult learning by helping students clearly understand the assignment's purpose and establish a clear relationship between assignment and students' professional lives. Faculty encouraged …

Examining Teaching Competencies And Challenges While Integrating Artificial Intelligence In Higher Education, Xinyue Ren, Min Lun Wu

STEMPS Faculty Publications

The rapid development of artificial intelligence (AI) technologies has demonstrated their affordances and limitations in revolutionizing pedagogical strategies in higher education. Given the lack of guidelines, policies, and resources to assist instructors in efficiently and ethically integrating AI into teaching and learning practices, this systematic review aimed to investigate AI integration competencies and challenges in higher education from the intelligent Technological Pedagogical Content Knowledge (TPACK) perspective. We first applied the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) to identify 23 studies published between 2019 and 2023 that met the inclusion and exclusion criteria. After conducting open coding and …

Not Exactly "Perfect," But Pretty Darn Good: A Review Of Michael Schur's Book- How To Be Perfect: The Correct Answer To Every Moral Question, Justin Pepe

Management Faculty Publications

How to Be Perfect: The Correct Answer to Every Moral Question provides a quick-start guide to addressing ethical challenges by using humor to make complex philosophical concepts accessible. Based on the premise that traditional ethics pedagogy is often stodgy, esoteric, and depressing, the book appeals to students and professionals who find conventional texts unapproachable. By blending humor with moral philosophy, it offers a fresh way to develop ethical reasoning in students and employees. This book can help address the urgent need for managers and professionals to build the ethical capabilities necessary to tackle grand challenges.

Problem-Centered Post-Secondary Computer Science Education: A Study Of The Private Artificial Intelligence Curriculum, Golnoush Haddadian, Prajwal Panzade, Daniel Takabi, Min Kyu Kim

School of Cybersecurity Faculty Publications

In response to the demand for Artificial Intelligence (AI) experts, this study introduced a curriculum development initiative. The aim was to design and implement a Private AI curriculum to understand the computer science (CS) students’ evaluations of the curricular activities and their levels of interest and motivation. Twenty-five students, a mix of undergraduates and graduates, were recruited and a scaled-down version of the curriculum was implemented. A parallel mixed-methods approach was employed. The results reinforced the significance of problem-centered curricula in CS context. Students rated the curricular activities highly and demonstrated strong motivation; however, graduates expressed more favorable view of …

Contextual Memory Recall: A Novel Metric For Class Incremental Learning, Balasubramanian S, Sai Subramaniam M., Sai Sriram Talasu, Yedu Krishna P., Pranav Phanindra Sai M., Darshan Gera, Ravi Mukkamala

Computer Science Faculty Publications

We propose a novel metric for class incremental learning (CIL) called Contextual Memory Recall (CMR), which evaluates how well a CIL model recalls previously learned classes when given relevant past cues. Inspired by human memory, CMR offers newer insights into continual aspects of a CIL model that were not addressed by previously proposed metrics for CIL. Specifically, the standard metric, average incremental accuracy (AIA), overlooks the quality of evolving feature representations, whereas our proposed CMR accounts for it. As a result, methods using feature distillation perform well under AIA but poorly under CMR, while those without feature distillation excel under …

T3-Ciders: Fostering A Community Of Practice In Ci-And Data Enabled Cybersecurity Research Through A Train-The-Trainer Program, Wirawan Purwanto, Mohan Yang, Peng Jiang, Masha Sosonkina

Electrical & Computer Engineering Faculty Publications

We present a training program named T³-CIDERS, the Train- The-Trainer approach to fostering cyberinfrastructure (CI)- and Data-Enabled Research in CyberSecurity. T³-CIDERS is a train-the-trainer program for advanced cyberinfrastructure (CI) skills that is designed to be synergistic with research, teaching, and learning activities in cybersecurity and cyber-related disciplines. The participants, termed 'future trainers' (FTs), are trained in effective instructional design and CI hands-on materials from DeapSECURE, developed in a previous CyberTraining program. T³-CIDERS aims to enhance cybersecurity research and education through broader adoption of advanced CI techniques such as artificial intelligence, big data, parallel programming, and platforms like high-performance computing (HPC) …

Manifesting A Shift In The "Overton Window": The Threat Of Project 2025 On The Lgbtq+ Community In Higher Education, Athena M. King, Sara Sanatkar

Political Science & Geography Faculty Publications

Since the first Trump administration, historically marginalized groups in the United States have been subjected to greater instances of bigotry and discrimination due to conservative influence on sociopolitical institutions. These actions suggest a shift in the "Overton Window," whereby policy preferences previously deemed "unacceptable" are given consideration in the mainstream, especially by conservative policy actors. "Project 2025" is a comprehensive plan to restructure the federal government according to conservative dictates in the second Trump administration. This article is an examination of how higher education may be impacted by this plan, especially as it relates to LGBTQ+ faculty, administration, staff, and …

Leveraging Large Language Models To Create Learner Personas For Training Design, N. Lovett, M. Yang, K. Herman, B. Li, M. Sosonkina, W. Purwanto, P. Jiang, M. H. Wu

Electrical & Computer Engineering Faculty Publications

This case examines the innovative use of Large Language Models (LLMs) to generate learner personas for developing learner-centered cybersecurity training materials when direct access to initial learner data is not available. The team developed a nine-stage iterative process for creating and refining AI-generated personas to address this constraint, integrating ethical review, stakeholder feedback, and action research principles. The process expanded upon Kouprie and Visser’s (2009) empathic design framework to ensure cultural responsiveness and mitigate potential biases in LLM outputs. Through multiple refinement cycles, initial generic personas evolved into detailed, context-rich archetypes which informed the development of effective and context-responsive training …

Clinical Pharmacology And Medication Safety: A Remote Learning Elective Designed For Senior Medical Students, Elizabeth B. Graham, William T. Wightkin, Curt R. Bay, Uzoma S. Ikonne

Department of Biomedical and Translational Sciences Faculty Publications

In the United States, medical educators have expressed concern that an integrated and condensed pre-clerkship curriculum risks leaving gaps in student pharmacology knowledge. This study evaluates a remote-learning clinical pharmacology elective that integrates fundamental pharmacology concepts and principles of medication safety and explores how the course impacts senior medical students' self-reported readiness for residency. Clinical Pharmacology and Medication Safety is a remote elective course for senior medical students. The course integrates a review of basic pharmacology with clinical pharmacology topics through case-based learning sessions led by clinical pharmacists and physicians. To evaluate the elective's effectiveness, students in the fall and …

Flipped Classroom Techniques In A Thermodynamics Course In Engineering Technology, Nathan Luetke, Orlando Ayala, Vukica Jovanovic

Engineering Technology Faculty Publications

Teaching undergraduate thermodynamics presents numerous challenges to educators due to its inherently complex and abstract nature. The vast array of applications in engineering requires educators to strike a balance between theoretical principles and practical examples, thereby creating a meaningful and applicable learning experience. This paper presents an approach to teaching an undergraduate thermodynamics course in engineering technology developed over four consecutive semesters blending traditional lecture-based teaching with flipped classroom techniques. The teaching methods used, and modifications made each semester are presented along with student performance.

Perceptions Of Stem Education And Artificial Intelligence: A Twitter (X) Sentiment Analysis, Demetrice Smith-Mutegi, Yoseph Mamo, Jinhee Kim, Helen Crompton, Matthew Mcconnell

Teaching & Learning Faculty Publications

Background, context, and purpose of the study: Artificial intelligence (AI) is becoming increasingly prevalent in science, technology, engineering, and mathematics (STEM) education, holding promising potential for supporting the design and implementation of quality STEM education. However, there is a lack of data-based research studying the diverse perceptions of AI in STEM education as conveyed on social media, the factors that influence those perceptions, or the change in those perceptions over time among public audiences. Results, the main findings: The purpose of this study was to examine public perceptions of AI in STEM education by analyzing X posts (Tweets) between 04/28/2020 …

Teaching To Whom And With Whom: The Role Of Context In Developing Preservice Teachers' Self-Efficacy For Teaching Engineering And Coding Via Robotics, Jennifer Kidd, Kristie Gutierrez, Min Jung Lee, Danielle Rhemer, Pilar Pazos, Krishna Kaipa, Stacie Ringleb, Orlando Ayala

Teaching & Learning Faculty Publications

Due to mandates for the inclusion of engineering and computer science standards for K-6 schools nationwide, there is a need to understand how teacher educators can help develop preservice teachers’ (PSTs’) teaching self-efficacy in these areas. To provide experience teaching and learning engineering and coding, PSTs in an instructional technology course were partnered with undergraduate engineering students in an electromechanical systems course to teach robotics lessons to fifth graders (10–11 year olds) over Zoom. A multi-case study approach explored teaching self-efficacy development for three preservice teachers during their robotics project experiences using multiple data sources, including surveys, reflections, interviews, and …

Teacher Moves For Building A Mathematical Modeling Classroom Community, Ayse Ozturk

Teaching & Learning Faculty Publications

This study investigates the role of teacher talk moves in cultivating a mathematical modeling classroom community. From the models and modeling perspective, it explores how specific teacher talk moves promote student participation in modeling phases and the exchange of ideas with other students. Through a four-week after-school program involving eight secondary students, data were collected from small-group and whole-class discussions. The findings reveal that teacher talk moves can be categorized into three core types: eliciting students’ ideas, introducing key terms and ideas used in mathematical modeling, and encouraging students to take a position during discussions. These moves are shown to …

Rural Families' At-Home Stem Tinkering Stimulates Creativity, Self-Expression, And Social-Emotional Engagement, Kristie S. Gutierrez, Kylie J. Swanson, Margaret R. Blanchard

Teaching & Learning Faculty Publications

Introduction: Informal STEM learning experiences include visits to museums, zoos, and aquariums as well as experiments and other activities performed at home. Family involvement in these experiences has been linked to increased student interest and participation in STEM fields; yet, scant research has been conducted on at-home STEM.

Methods: This descriptive case study investigated the tinkering experiences of nine rural middle school students and their families who participated in a series of interactive, at-home activities. The overarching research question was, in what ways do families engage in at-home STEM interventions? Data analyses of at-home audio recordings were guided by the …

Fostering Critically Conscious Lesson Planning In A Generative Artificial Intelligence Era, Derek Riddle, Paula Cristina Azevedo, Catharyn Shelton, Jaime Colwell, Jori Beck

Teaching & Learning Faculty Publications

Teacher candidates (TCs) use digital resources and social media to plan and develop learning material, and with publically accessible generative artificial intelligence (GAI), TCs are able to generate lesson plans within seconds rather than hours or days. While there is research on how to support TCs' evaluation of reliable digital media, there is little known on how to prepare TCs for GAI content. Using the complementary frameworks of Freire’s (1970) critical consciousness and Jonnasen’s (1991) theory of constructivism, this in-progress design based research seeks to develop an adaptable framework that addresses the evolving nature of technology, specifically GAI, and the …

The Continuing, Resistance Popularity Of Critical Race Theory- Informed Pedagogy, Kaavonia Hinton, Karen Chandler

Teaching & Learning Faculty Publications

The article focuses on the ongoing commitment of educators to incorporate critical race theory (CRT)–informed pedagogy in English classrooms despite legislative efforts to suppress it. Topics include the historical and political context of anti-CRT policies, the personal and professional responses of educators to these restrictions, and student-centered strategies used to navigate and resist such limitations in meaningful and legally cautious ways.

Teaching Engineering To Enhance Beginning Elementary Preservice Teachers' Engineering-Related Knowledge And Beliefs, Jennifer Kidd, Danielle Rhemer, Kristie Gutierrez, Stacie I. Ringleb, Krishnanand Kaipa, Orlando Ayala, Pilar Pazos, Francisco Cima, Isaac Kumi

Teaching & Learning Faculty Publications

Background

Teacher educators have begun exploring the most effective ways to prepare preservice teachers (PSTs) to engage elementary students in engineering design. However, this remains challenging as PSTs continue to report a lack of exposure to engineering during their K-12 school experiences. This study investigates the engineering-related knowledge and beliefs of PSTs in their first education course, collaborating in small teams to lead elementary students in engineering design challenges. We explored two different iterations to understand how the structure of the teaching experiences contributed to PST outcomes as a first step in identifying helpful approaches. In spring 2022, PSTs collaborated …

Scholarly Inquiry And Practice In Mathematics Teacher Education Through Intimate Scholarship, Signe E. Kastberg, Elizabeth Suazo-Flores, Melva Grant, Olive Chapman

Teaching & Learning Faculty Publications

Historically scholarly inquiry and practice in mathematics education has responded to societal values and questions. Drawing from the Journal of Mathematics Teacher Education’s description of mathematics teacher educator (MTE) work as in solidarity with and alongside mathematics teachers, we turn to mathematics teacher education research as a series of paradigm shifts. MTEs committed to supporting teachers and transferring knowledge attempted to influence mathematics teachers’ work by exploring and understanding teachers’ behaviors. MTEs have also used insider’s perspectives to report the particular of MTEs’ work by describing it beyond behavior and knowledge. These scholars fulfill the call for theoretical eclecticism …

Examining The Practice Of Teacher Leadership Across Nevada: How Is Context Associated With Practice?, Peter Wiens, Kaavonia Hinton, Ami Pritchard

Teaching & Learning Faculty Publications

Teacher leadership (TL) is recognized as vital to creating effective schools with demonstrated benefits to principals, teachers, and students. Teacher leadership is defined in this study as teachers leading from within and beyond the classroom in both formal and informal capacities. TL can take the form of a variety of behaviours such as professional learning, the leading of professional development, collaboration, shared leadership, and equity leadership. While there are commonalities, the practical applications of TL can vary greatly from context to context. Even within specific policy contexts, TL can vary from school to school. This article analyzed the responses of …

A Deep Dive In Preservice Teacher Self-Efficacy Development For Teaching Robotics (Rtp), Jennifer Jill Kidd, Kristie Gutierrez, Min Jung Lee, Danielle Marie Rhemer, Krishnanand Kaipa, Pilar Pazos, Stacie I. Ringleb, Orlando M. Ayala, Francisco Cima, Isaac Koduah Kumi

Teaching & Learning Faculty Publications

Nationwide K–6 engineering and coding standards have made it increasingly important to prepare elementary preservice teachers (PSTs) to teach these subjects confidently and effectively. Robotics, which combines coding and engineering, provides a rich context for developing PSTs’ expertise and self-efficacy. This study builds on prior work in which PSTs in an instructional technology course collaborated with undergraduate engineering students to co-teach robotics lessons to fifth graders. Using a multiple-embedded case study approach, we examine how the interactions and teaching roles within these partnerships influenced PSTs’ teaching self-efficacy. Drawing on reflections, lesson recordings, surveys, and interviews, we present the cases of …

Exploring Vr User Experiences, Sarah Ferguson, Demetrice Smith-Mutegi, Brett Cook-Snell

Teaching & Learning Faculty Publications

Virtual reality (VR) has unique potential for simulating environments and situations beyond real-life experiences. This study investigates the limitations of VR equipment design for learning spaces, specifically online environments. Presented are the findings of an exploratory study that examined the immersion, ease of use, and physiological and emotional experiences of seven university students participating in a 30–60 min VR session. Given the small sample size, the findings were analyzed with descriptive statistics and qualitatively. The results revealed that participants recognized the potential of VR as a teaching and learning tool, while also identifying certain limitations associated with health and safety. …