Education Commons^™

The Sisu Of It All: Authentic Application Of Vital Skills, Samantha Hull

STEMPS Faculty Publications

The article focuses on the integration of multiliteracy and media literacy within the Finnish education system and the role of school librarians in supporting this initiative. Multiliteracy is defined as the ability to obtain, combine, modify, produce, present, and evaluate information across various contexts and tools, fostering critical thinking and learning skills. The Finnish national curriculum emphasizes collaboration between classroom teachers and librarians to enhance educational experiences, with public libraries serving as vital partners in promoting lifelong learning. The article highlights the importance of creating authentic learning environments where students can practice real-world skills, ultimately preparing them to be engaged …

Differences In Motivation For Biology Learning: A Measurement Invariance Testing And Latent Mean Comparison Approach, Ting Dai, Kuan Xing, Avi Kaplan, Jennifer G. Cromley, Kyle R. Mara, Tony Perez

STEMPS Faculty Publications

Educational and psychological research often involves comparing motivation across groups. It is critical to ensure that observed differences in motivation are true variations by group, not due to measurement biases. With a diverse sample of undergraduate students (N = 2200), this study measured internal consistency and gathered validity evidence based on the internal structure of five motivation scales. To compare motivation for biology between groups of undergraduate students, this study tested for measurement scalar invariance by group and, accordingly, conducted latent factor mean comparisons to understand true group differences. On average, female students held lower expectancy beliefs and self-efficacy …

Un Enfoque Sistémico De La Integración De Tecnología - A Systems Approach To Technology Integration El Marco Seti, Helen Crompton

STEMPS Faculty Publications

[El marco de Integración Socioecológica de la Tecnología (SETI, por sus siglas en inglés) ofrece una perspectiva sistémica de la integración eficaz de la tecnología en educación. A diferencia de otros modelos anteriores que se centran en la práctica docente —como TPACK y SAMR—, el marco SETI sitúa al educador en un conjunto complejo de sistemas socioecológicos, incluido el microsistema de los entornos escolares, el exosistema de las estructuras de apoyo a nivel de distrito y el macrosistema de las políticas nacionales y las normas culturales. Este artículo parte de conceptualizaciones previas de SETI y desarrolla el marco para mostrar …

Editorial: Ai's Impact On Higher Education: Transforming Research, Teaching, And Learning, Alyse Jordan, Ashley L. Dockens, Natalia Anastasia Pierson, Xinyue Ren

STEMPS Faculty Publications

[Introduction] This Research Topic provides a comprehensive examination of how artificial intelligence (AI) is transforming higher education. The collected studies reveal several interconnected themes that illuminate both the opportunities and challenges of AI integration in academic settings. This editorial summarizes these themes and articulates their significance for the future of higher education.

Integrating Sustainable Practices Into Lean Engineering: Applying The Engineering For One Planet Framework In Manufacturing Engineering Technology Education, Dalya Ismael, Vukica M. Jovanovic, Murat Kuzlu, Charles Lowe, Lisa Bosman

Engineering Technology Faculty Publications

A growing number of manufacturers are recognizing significant financial and environmental benefits from adopting sustainable business practices. Sustainable manufacturing refers to the production of goods through processes that are economically sound, minimize environmental impact, and conserve energy and natural resources. Lean engineering, a comprehensive approach to decision-making and leadership within manufacturing organizations, has proven effective in driving sustainable practices. Key strategies include waste elimination, value identification, value stream mapping, flow creation, pull system establishment, and continuous improvement. Both lean manufacturing and sustainability share a common focus on minimizing waste. Lean principles address seven types of waste: transport, inventory, motion, waiting, …

Using Quanser Platform To Introduce Engineering Technology Students To Autonomous Vehicles, Otilia Popescu, Logan Beaver, Murat Kuzlu, Krishnanand Kaipa

Engineering Technology Faculty Publications

The area of autonomous vehicles is not new, but the latest advances in various technologies gave it a new boost in the last decade and it keeps growing in interest. However, undergraduate curricula rarely include courses specific to this area, which is considered mostly an interdisciplinary graduate field. While various programs introduce students to the background needed to understand and approach the field, specific work on autonomous vehicle projects is left for extra curriculum activities or student clubs, and eventually for senior (capstone) projects. This paper presents the work of a team of electrical engineering technology students on an autonomous …

Differential Equations' Coverage In Circuits And Heat Transfer Courses In An Engineering Technology Curricula, Otilia Popescu, Orlando Ayala

Engineering Technology Faculty Publications

Differential equations are at the core of any undergraduate engineering as well as of science programs. While a course in differential equations is required by any engineering degree, it is not a requirement for engineering technology programs, which usually require mathematics up to calculus I. This paper discusses the undergraduate engineering technology curricula, focusing on how differential equations are taught to engineering technology students and how they are covered in the programs. In particular, the paper will discuss the treatment of differential equations in electrical circuits and heat transfer courses.

How Have Teacher Candidates Learned To Use Evidence? A Systematic Review Of Research, J. S. Beck, D. R. Riddle, J. J. Morgan, H. Whitesides, N. Brown

Teaching & Learning Faculty Publications

The purpose of the current manuscript was to provide a systematic review of the literature regarding how preservice teachers learn to use evidence to evaluate student learning. To that end, we operationalize the terms data literacy for teachers, data-driven decision making, and assessment literacy before outlining the methods of our systematic review. Our review produced 36 relevant articles situated within the United States. Based on these articles, we describe how teacher candidates learn to use data including relevant interventions and instructional methods. We also expand on the types of research methods used in these studies. We conclude with implications for …

The Influence Of The Residency Interview Format On Future Interviewing Models And Use Of Preference Signals, John E. Snellings, Hanwen Miao, Daniel L. Meyer, Miranda A. Moore

Department of Family and Community Medicine Faculty Publications

Background and Objectives: The COVID-19 pandemic dramatically altered the format of residency recruitment, leading to the widespread adoption of virtual interviews, followed by the adoption of preference signaling. This study examines how the structure of the 2023-2024 interview season influenced family medicine residency program directors' intentions for future interview formats and their preferences regarding the number of preference signals.

Methods: A Council of Academic Family Medicine Educational Research Alliance survey, including demographic questions, was distributed to all family medicine residency program directors in the United States in spring 2024. Data analysis included descriptive statistics, cross-tabulations, χ² tests, and multivariable logistic …

Approval Of Parent-Child Aggression As A Mediator Of Intergenerational Child Abuse Risk: An Evaluation Of Racial Differences, Casie H. Morgan, Christina M. Rodriguez, Doris F. Pu, Zoe O. Elkins

Psychology Faculty Publications

Purpose

Personal history of parent-child aggression (PCA) can predict future parenting behavior, but some effects may differ between racial groups. Black parents in the U.S. are more likely to encounter discrimination and personally experience and approve of PCA, which may account for previously reported group differences. This study examined whether personal PCA history predicted later parental child abuse risk mediated by PCA approval across the transition to parenthood, and whether effects differed by race.

Methods

Expectant parents (non-Hispanic White sample: 95 mothers with 86 fathers; Black sample: 94 mothers with 85 fathers) participated in a prospective longitudinal study, assessed prenatally …

Family Stress Processes Underlying Covid-19-Related Economic Insecurity For Mothers And Fathers And Children's Internalizing Behavior Problems, Joyce Y. Lee, Shawna J. Lee, Sehun Oh, Amy Xu, Angelise Radney, Christina M. Rodriguez

Psychology Faculty Publications

COVID‐19 and its economic fallout have resulted in unprecedented financial insecurity and material hardship for many American families, with a disproportionately negative impact on children and families from socioeconomically disadvantaged contexts. The current study applied the family stress model to examine the family processes underlying pandemic‐related economic insecurity and children's internalizing behaviours. Online survey data from an economically diverse sample of mothers and fathers, who experienced at least one type of pandemic‐related economic insecurity in the United States (N = 259), were collected across two longitudinal time points in the early weeks of COVID‐19: (1) 14 April and (2) 30 …

Graduate And Undergraduate Quantitative Education In Psychology In The United States: A Mixed Methods Approach, Abby L. Braitman, James M. Henson

Psychology Faculty Publications

Quantitative methodology is part of the core curriculum for training in psychology and is required of graduate students across all subdisciplines; as such, the depth and breadth of course content is a universal issue among psychology training programs. Required and supplemental quantitative content is constantly evolving with the development of new techniques or applications. Therefore, the purpose of this inquiry was fourfold; we aimed to (1) describe the current state of undergraduate quantitative education and establish a common set of current undergraduate curricular topics; (2) characterize graduate quantitative education in terms of required coursework, optional coursework, and omitted topics; (3) …

Am I As Effective At Identifying Emotions As Artificial Intelligence? A Comparative Study Of Emotional Recognition, Traci R. Grove, Alexandra T. Lucas, Maryann Martin, Cathleen M. Deckers, Lulu Sherif Mahmood, Nicole Danaher-Garcia, Mark W. Scerbo, Suzan Kardong-Edgren, Janice C. Palaganas

Psychology Faculty Publications

Background

Learning conversations, or dialogues aimed at deepening understanding and reflection, are deeply influenced by emotions. Effective communication is influenced by emotional intelligence - the ability to recognize, understand, and manage both one’s own and others’ emotions. While advances in artificial intelligence (AI) offer new tools for emotion recognition, these technologies still struggle with accurately interpreting subtle and culturally diverse emotional expressions, sparking debate about their reliability and effectiveness. This article provides a comparative analysis of human versus AI recognition of emotions during an end-of-course reflective learning conversation.

Methods

Emotions during a structured post-conference debriefing were analyzed and coded by …

Understanding The "Paradox" In Black-White Alcohol Outcomes: Examining High-Effort Coping And Health Behaviors With A Focus On Black Populations And College Students, Rachel Ayala Guzman, Abby L. Braitman

Psychology Faculty Publications

Despite experiencing more physical health disadvantages and psychosocial stressors, Black Americans consistently report better mental health outcomes compared to White Americans—a phenomenon commonly referred to as the Black-White health paradox. Alcohol research has identified another racial paradox suggesting Black Americans are at greater risk for alcohol-related problems despite drinking less than White Americans, which is known as the Black-White alcohol paradox. While both paradoxes are well-documented, few studies have examined their potential overlap or how insights from one might inform understanding of the other. Although the alcohol paradox is usually examined among older adults, it may be important to consider …

The Impact Of Onboarding During Transition To Practice For Newly Credentialed Athletic Trainers, Ashley B. Thrasher, Stacy E. Walker, Julie M. Cavallario

Rehabilitation Sciences Faculty Publications

Context

As new athletic trainers (ATs) transition into their roles, some employers provide extensive orientation and onboarding to assist with the transition to practice (TTP); however, onboarding practices are inconsistent. Understanding how onboarding affects TTP can help employers implement impactful onboarding tactics.

Objective

Examine how the onboarding experience impacted the TTP and the effects of the process on individuals.

Design

Grounded theory.

Setting

Secondary school, hospital/clinic, college/university.

Patients or Other Participants

Seventeen newly credentialed, employed ATs who had graduated from professional masters' programs (11 female, 6 male; age = 25.6 ± 2.2 years) participated in this grounded theory study.

Data …

Newly Credentialed Athletic Trainers' Onboarding Process During The Transition To Practice, Ashley B. Thrasher, Stacy E. Walker, Julie M. Cavallario

Rehabilitation Sciences Faculty Publications

Context: As new athletic trainers (ATs) transition into their roles, some employers provide orientation and onboarding to assist with the transition to practice. Research in which authors outline the ideal onboarding process for new ATs transitioning to practice is lacking.

Objective: To examine the onboarding process for new ATs.

Design: Grounded theory.

Setting: College or university, secondary school, and hospital or clinic.

Patients or other participants: Seventeen newly credentialed, employed ATs who recently graduated from professional masters' programs (11 female, 6 male; 25.6 ± 2.2 years) and 12 employers (6 female, 6 male; years in role supervising new ATs: 8.5 …

Perceptions Of Leadership Opportunities And Effectiveness Among Athletic Trainers: A Comparison Across Racial And Ethnic Groups, Nicolette A. Harris, Americus H. Williams, Julie M. Cavallario, Cailee E. Welch Bacon

Rehabilitation Sciences Faculty Publications

Context

Diverse representation in athletic training leadership is essential for fostering inclusion and innovation in the profession. Despite efforts to enhance leadership diversity, disparities persist, underscoring the need to explore barriers to leadership and the effectiveness of leadership in meeting the needs of athletic trainers (ATs).

Objective

To examine racial and ethnic differences in ATs' desire, pursuit, and attainment of leadership positions in the profession in addition to perceptions of current leadership effectiveness.

Design

Cross-sectional, web-based survey.

Participants

A purposeful sample of 1,173 racially and ethnically diverse ATs from an organized professional network followed by a random sample of 6,000 …

Salary Negotiation Dynamics For Athletic Trainers: Insights From Employers On Expectations And Organizational Influences, Julie M. Cavallario, Forrest Andrews, Kendallyn Johnson, Katherine Schalk, Cailee E. Welch Bacon

Rehabilitation Sciences Faculty Publications

Context

While researchers have previously identified that most athletic trainers (ATs) do not negotiate their salary, little is known about employers' expectations and behaviors relative to establishing and negotiating salaries for the ATs they hire.

Objective

To examine employers' expectations and behaviors regarding AT salary negotiation.

Design

Cross-sectional.

Setting

Web-based survey.

Patients or other participants

413 employers who are in a role that requires them to negotiate salary offers with prospective AT employees and who have minimally hired one AT into the organization they work for accessed the survey from a random sample of 7,000 ATs (6% access rate); 324 …

Athletic Training Students' Use Of Health Information Technology Professional Behaviors During Clinical Experiences: A Report From The Aate Research Network, Cailee E. Welch Bacon, Julie M. Cavallario, Stacy E. Walker, R. Curtis Bay, Bonnie L. Van Lunen

Rehabilitation Sciences Faculty Publications

Context:

As an essential core competency for high-quality healthcare, health information technology (HIT) leverages the use of technology, such as electronic record systems, to collect and use patient care information to make informed clinical decisions. There is a dearth of information regarding professional athletic training students' (ATSs') use of HIT professional behaviors during clinical experiences.

Objective:

To assess HIT professional behaviors ATSs engage with during clinical experience patient encounters (PEs). DESIGN: Multisite panel design.

Setting:

12 professional athletic training programs.

Participants:

363 ATSs enrolled across the participating professional athletic training programs entered patient encounter information within E*Value during their scheduled …

Comparing Immersive And Nonimmersive Clinical Experiences In Athletic Training Education: Effects On Student Engagement And Confidence, Julie M. Cavallario, Shana Pribesh, S. E. Walker

Rehabilitation Sciences Faculty Publications

Context

With the shift to a graduate-level professional degree in athletic training, it was hypothesized that immersive clinical experiences (ICEs) would be more effectively integrated into curricula than non-ICEs (N-ICEs) and better prepare students for practice.

Objective

To longitudinally compare clinical engagement opportunities in ICEs versus N-ICEs and assess if these opportunities are associated with changes in student confidence in performing related tasks.

Design

Prospective, longitudinal, time-diary study using a Web-based survey. Patients or Other Participants: Fifty-three first-year, master’s-level athletic training students from 21 programs.

Main Outcome Measure(s)

Participants reported their type of clinical experience (ICE, N-ICE, or none), the …

Lost In Transition: The Need For Research On Immersive Clinical Experiences In Athletic Training Education, Julie M. Cavallario, Stephanie M. Singe

Rehabilitation Sciences Faculty Publications

Context

Immersive clinical experiences (ICEs) were integrated into athletic training education to enhance student learning. However, their structure and effect remain poorly understood.

Objective

To highlight the lack of research on ICEs and the need for data-driven improvements in athletic training education.

Background

Since the transition to graduate-level education, ICEs have been required to provide students with uninterrupted exposure to professional practice. Despite this requirement, little evidence exists regarding their effectiveness or best implementation practices.

Synthesis

Authors of recent studies have revealed inconsistencies in implementation, limited placement diversity, and inadequate preceptor training. Despite widespread adoption, little evidence supports how ICEs …

Collaborative Leadership, Elizabeth Burns

STEMPS Faculty Publications

The article focuses on the importance of collaborative leadership among school librarians to enhance their effectiveness in various roles, including as instructional partners and information specialists. It emphasizes that school librarians often struggle with their leadership identity, but adopting a collaborative approach can facilitate shared responsibility and empower teamwork. The text highlights successful initiatives, such as partnerships between school and public librarians in Napa Valley, which ensure equitable access to library resources for all students, and collaborations between school librarians and administrators that underscore the impact of libraries on student success. Additionally, it discusses the global perspective on school librarianship, …

Examining Non-Traditional Online Learners' Ownership Of Learning In The Context Of Chatgpt-Facilitated Design, Mohan Yang, Tian Luo, Kristin Herman, Belle Li, Shanan Chappell Moots, Noah Glaser, Shiyan Jiang

STEMPS Faculty Publications

Generative artificial intelligence (GenAI) offers potential solutions to educational challenges by personalizing learning experiences for diverse learners. However, it also introduces complexities around issues of ownership of learning. As an indicator of empowered learning, ownership is a multifaceted but underexplored concept. In this study, the authors adopted a mixed-methods multiple-case study design to explore non-traditional online students’ perceived ownership of learning when using ChatGPT for instructional design. The authors adopted the psychology ownership construct consisting of self-efficacy, accountability, belongingness, and self-identity as the theoretical framework. Findings revealed students’ prior AI experiences and educational levels played a significant role in their …

Socially Shared Regulation Of Learning And Artificial Intelligence: Opportunities To Support Socially Shared Regulation, Jinhee Kim, Rita Detrick, Seongryeong Yu, Yukyeong Song, Linda Bol, Na Li

STEMPS Faculty Publications

Supporting learners in achieving high-level socially shared regulation of learning (SSRL) in the online collaborative learning (OCL) context presents challenges that the utilization of artificial intelligence (AI) technologies may help solve. However, the effective uses of AI to support multifaceted areas (cognition, metacognition, and motivation) and phases (forethought, performance, and reflection) of SSRL remain elusive. Furthermore, research on developing an educational AI and what pedagogical attributes and elements are required for AI to support students' SSRL effectively is limited. This study, therefore, aims to investigate students' perceptions of AI applications in enhancing SSRL and to explore the essential pedagogical elements …

Leveraging Custom Gpts For Formative Assessment And Feedback, Nari Kim, Jason Vickers, Shaimaa Alyehaibi, Chikezie Ozuzu, Xinyue Ren, Suhasini Kotcherlakota

STEMPS Faculty Publications

As artificial intelligence (AI) advances, the use of custom generative pre-trained transformers (Custom GPTs) in formative assessments opens new opportunities for improving student learning and engagement. Custom GPTs increase cognitive and emotional engagement by providing timely, context-sensitive, and tailored responses based on unique learner profiles. This paper aims to investigate how custom GPT-driven formative feedback can enhance individualized learning experiences and improve student performance. This paper will discuss the promise of this AI tool, the challenges associated with its application, and recommendations for educators and academics looking to use these technologies for formative assessments.

Why Should I Stay? Canadian Black Youth And Public Libraries, Amber Matthews

STEMPS Faculty Publications

This study used narrative inquiry and critical approaches to race to explore Black youth perceptions of public libraries and community-based programs. The study was conducted in Ontario with youth aged 13 to 24 and parents of youth. Data was drawn from semi-structured interviews with youth and parents and an arts-based qualitative tool. Libraries were identified as safe and welcoming community spaces. However, youth feel poorly represented and seek youth programs with a race-conscious and inclusive approach. Core recommendations include equitable approaches to representation, strengthening relationships with partner organizations, and addressing performative approaches to inclusion.

Designing A Tpack-Based Mobile Learning Model For Biology Education Using Nominal Group Techniques, Cik Jamaliah Abd Manaf, Shakinaz Desa, Muhammad Ikhwan Mat Saad, Helen Crompton

STEMPS Faculty Publications

Mobile learning (m-learning) enhances STEM education, particularly in biology, by supporting visualization and interaction. However, a structured framework integrating technological, pedagogical, and content knowledge (TPACK) is essential. This study designs a TPACK-based mobile learning model for biology using the Nominal Group Technique (NGT). A workshop with 10 experts identified seven key components and 67 elements, with nine elements rejected due to low consensus. The validated framework will guide model development using Interpretive Structural Modelling (ISM) to enhance critical thinking, collaboration, and digital citizenship, ultimately fostering effective mobile learning environments for biology education.

Technology Integration In Online Feminist Pedagogy, Xinyue Ren

STEMPS Faculty Publications

Feminist pedagogy refers to a liberatory way of teaching to develop democratic and transformative learning experiences in which students can be empowered to make a social change (Grissom-Broughton, 2020). Previous research showed that feminist pedagogy was often used to guide course design and development in various disciplines, such as music, art, language, and environmental education (Cannizzo, 2021; Grissom-Broughton, 2020; Jespersen, 2014; Springgay & Zaliwska, 2017). For example, in music education, instructors increased the representations of multicultural voices in course materials and applied in-depth discussions and essays as learning assessments to develop critical and reflective thinking among students. In a feminist-oriented …

The Integration Of Artificial Intelligence And Ontologies: Transformations In Knowledge Representation And Application, Grazia Serratore, Julaine Clunis

STEMPS Faculty Publications

Artificial Intelligence (AI) is reshaping the landscape of knowledge representation. There is an increasingly strong bidirectional relationship, between AI techniques and ontologies. AI techniques revolutionized traditional, manual ontology development and contribute to automated ontology construction, while ontologies enhance the performance of AI systems and their semantic accuracy. Through a comprehensive review of current literature, this paper aims to examine: i) how Machine Learning (ML) techniques contribute to the automated construction, refinement, and validation of ontologies; ii) the most widely used and effective ML approaches for ontology construction; iii) how domain-specific requirements influence the selection and adaptation of AI techniques for …

Exploring The Impact Of Generative Ai Chatgpt On Critical Thinking In Higher Education: Passive Ai-Directed Use Or Human-Ai Supported Collaboration?, Nesma Ragab Nasr, Chih-Hsiung Tu, Jennifer Werner, Tonia Bauer, Cherng-Jyh Yen, Laura Sujo-Montes

STEMPS Faculty Publications

Generative AI is weaving into the fabric of many human aspects through its transformative power to mimic human-generated content. It is not a mere technology; it functions as a generative virtual assistant, raising concerns about its impact on cognition and critical thinking. This mixed-methods study investigates how GenAI ChatGPT affects critical thinking across cognitive presence (CP) phases. Forty students from a four-year university in the southwestern United States completed a survey; six provided their ChatGPT scripts, and two engaged in semi-structured interviews. Students’ self-reported survey responses suggested that GenAI ChatGPT improved triggering events (M = 3.60), exploration (M = 3.70), …