Digital Commons Network^™

Borderplex Business Barometer, Volume 9, Number 7, Thomas M. Fullerton, Steven L. Fullerton

Border Region Modeling Project

No abstract provided.

Mindfulness And Entrepreneurship: Looking Back And Moving Forward, Eva Katharina Peters

Dissertations and Theses Collection (Open Access)

This dissertation spans three chapters covering the topics of mindfulness and entrepreneurship. The first chapter is a literature review summarizing the existing literature on mindfulness in entrepreneurship. The review provides an organizing framework for structuring the knowledge of mindfulness in entrepreneurship, along with an integrative framework and a detailed agenda for future research. Building on the insights generated through the literature review, the following two chapters provide empirical evidence for the role of mindfulness in entrepreneurship. The second chapter is an empirical study exploring how mindfulness relates to entrepreneurial well-being via its relation to co-founding team relationship quality and team …

Modeling Multiple Tasks In Recommendation Systems, Dinh Hieu Do

Dissertations and Theses Collection (Open Access)

Traditional research in recommendation systems has largely centered on the static offline supervised learning setting. In this paradigm, all available user-item interaction data is collected and partitioned into fixed training, validation, and test sets. Models are developed and evaluated in this controlled environment, where the underlying data distribution is assumed to remain unchanged. This approach offers clear advantages: it simplifies experimentation, enables reproducible benchmarking, and allows for straightforward comparisons between algorithms.

However, this static offline setting does not reflect the realities faced by modern recommendation systems. In real-world applications, data is dynamic and ever-evolving, where new users and items are …

From Sparse Feedback To Sequential Decision-Making: Learning Safety Constraints With Weak Supervision, Siow Meng Low

Dissertations and Theses Collection (Open Access)

Real-world decision-making often involves safety constraints that are implicit, non-Markovian, or difficult to specify directly. Standard reinforcement learning (RL) approaches typically assume access to fully specified cost functions and constraint budgets—assumptions that limit their applicability in domains where such structure must instead be inferred from data. This dissertation develops a sequence of methods for learning safety-relevant structure from weak supervision, such as sparse binary feedback on trajectory segments, and using these signals to guide planning and policy optimization.

The first part of the dissertation introduces a sample-efficient method for planning in continuous Markov Decision Processes (MDPs) using deep reactive policies. …

From Disruption To Integration: Cryptocurrency Prices, Financial Fluctuations, And Macroeconomy, Zhengyang Chen

Faculty Publications

This paper examines cryptocurrency shock transmission to financial markets and the macroeconomy using a Bayesian structural VAR with Pandemic Priors from 2015 to 2024. By affecting overall risk appetite, cryptocurrency price shocks generate positive financial market spillovers, accounting for 18% of equity and 27% of commodity price fluctuations. Real economic effects are significant in driving investment but remain limited, contributing only 4% to unemployment and 6% to industrial production variance. However, cryptocurrency shocks explain 18% of price-level forecast error variance at long horizons. Narrative analysis reveals sentiment and technology as primary shock drivers. These findings demonstrate cryptocurrency's deep financial system …

Validation Of Established Thyroid Ultrasound Volume Norms In A Chernobyl Cohort, Lydia B. Zablotska, Robert J. Mcconnell, Aleksandr V. Rozhko, Patrick O'Kane, Vasilina Yauseyenka, Mark P. Little, Victor Minenko, Vladimir Drozdovitch, Tamara Moskvicheva, Maureen Hatch, Tamara Yeudachkova, Kiyohiko Mabuchi, Elizabeth K. Cahoon

Department of Radiology Faculty Papers

OBJECTIVE: To establish thyroid ultrasound volume norms appropriate for studies of diffuse goiter in a cohort of children and adolescents from an iodine-deficient population exposed to 131I by the Chernobyl fallout.

METHODS: A cohort of 11,970 Belarusians aged ≤18 years at the time of the 1986 Chernobyl accident with individual thyroid radiation dose estimates was screened 10-18 years later. From these, a low-dose subset of 2,392 with no thyroid diseases was selected to construct age- and sex-specific normative values for thyroid ultrasound volume, compared to Belarusian Ministry of Health (MOH) norms and existing WHO and European standards.

RESULTS: Cohort-specific values …

J Mich Dent Assoc July 2025

The Journal of the Michigan Dental Association

Each month, The Journal of the Michigan Dental Association provides news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 5,800 members. It stands as the primary publication reaching Michigan dentists. The all-digital July issue features Dr. Michele Tulak-Gorecki’s "It’s Time to Dare Greatly at the ADA," where she outlines her vision for ADA president-elect, focusing on financial integrity, strengthened advocacy, and fostering unity amidst challenges like declining membership and issues with the association management system.

Supporting articles highlight the MDA’s endorsement of MEDVA, offering cost-effective, HIPAA-compliant virtual assistant solutions for dental practices to …

Moving Drives You Crazy, Michelle C. Dziurgot

The Journal of the Michigan Dental Association

The Editor-in-Chief shares her frustrating experience moving a dental office. Key challenges included dental insurances dropping the practice from networks during recredentialing, causing denied claims for 30-60 days despite no changes to tax ID or NPI. State regulations also required new payments for radiation tubes, rather than crediting previous payments, despite a reduction in equipment. Furthermore, dental supply companies and movers did not take responsibility for broken equipment during the move. Despite these "insane and archaic" hurdles, most patients transitioned, and the article concludes with a comprehensive resource list for practice address changes

Buy-Now-Pay-Later And Alternative-Financial-Service Use Among Low-Wage Workers, Somalis Chy, Haotian Zheng, Stephen Roll, Mathieu Despard

Center for Social Development Research

Buy-now-pay-later (BNPL) services offer consumers the option of short-term interest-free loans for retail purchases, but the rapid growth of such services has raised concerns about indebtedness and impacts on household financial security. This brief draws upon data from the nationally representative Workforce Economic Inclusion and Mobility survey to examine the use of BNPL offerings, the demographics of users, the use of alternative credit products, and differences in BNPL product use by employment status.

Journal 2, Russell Anderson

Distinguished Student Scholarship Collection

This journal documents an exercise science field experience in a multidisciplinary sports management workplace, highlighting observations across chiropractic medicine, physical therapy, and occupational therapy. The author reflects on professional behaviors, therapeutic interventions, and the impact of healthcare policies—particularly insurance constraints—on patient care. The journal also outlines personal goals for improving medical terminology and interdisciplinary communication, emphasizing the importance of precise language for clinical proficiency and professional development. [Abstract generated by AI.]

Supporting Dual-Identified Learners, Emilie Scott

School of Education and Leadership Student Capstone Projects

Research shows the importance of collaborative teaching, advocacy, and differentiated approaches to support students with disabilities as well as English learners. This project is a professional development series that has three sessions, each covering a different topic relating to dual identified students. Session one will focus on collaboration and how ELD teachers can organize communication with different adults in the building. Knowing that ELD teachers have to communicate and collaborate with general education teachers, special education teachers, paraprofessionals, and administrators, this session will help give guidance into why it is important to be clear and included in communication. Session two …

What Approaches Can A Preschool Teacher Use To Support Their Students’ Emotional Regulation Skills?, Lydia Caldwell

School of Education and Leadership Student Capstone Projects

Emotional regulation is a foundational skill in early childhood, closely linked to social skill development, mental well-being, and long-term academic success. Throughout this paper, researcher Lydia Caldwell explores the following question: what approaches can a preschool teacher use to support their students’ emotional regulation skills? Drawing from both literature and personal classroom experiences, this project was created with the author’s profession in mind. As a special educator who works with preschool students, Caldwell sees firsthand the amount of children struggling with emotional regulation, also referred to as self-regulation. The project will result in a series of flyers which serve as …

Promoting Environmental Literacy And Stewardship Through Interdisciplinary Teaching, Eric Wadnal

School of Education and Leadership Student Capstone Projects

Some of the most pressing issues the current generation is experiencing are related to the environment. Teachers, regardless of discipline, must be prepared to equip students with the knowledge, skills, and attitudes required to solve these issues. Environmental education (EE) is critical for promoting environmental literacy and stewardship. Therefore, this paper explores the research question: How can environmental education be applied to interdisciplinary learning that emphasizes community and builds meaningful connections to the local environment? The impact of connecting students to local environments and communities demonstrates the need for EE approaches that are contextually relevant, participatory, and interdisciplinary. To support …

Curriculum Promotion Of Students’ Stem Self-Efficacy, Rae Eisenreich

School of Education and Leadership Student Capstone Projects

As the field of STEM grows and expands, it does the same within classrooms. Self-efficacy in students' STEM experiences and skill building can be promoted by educators. When students do have high STEM self-efficacy, they may be more likely to persevere through difficult tasks and remain optimistic during the learning process. This research is centered around the question: What are the five most critical components of STEM curriculum design that promote students' self-efficacy? After reading and researching, the five areas of criteria to help promote this became apparent: active and hands-on learning, inquiry-based with authentic problem-solving, self-identity and career awareness, …

Solid Waste Education For Fourth Grade Students In Washington County, Minnesota, Jessica Hall

School of Education and Leadership Student Capstone Projects

The topic of environmental education has grown in recent years, but this study discovered that there is a lack of education focused on solid waste. Four key themes were explored in the current literature: climate anxiety, place-based education, social-emotional learning, and behavior change. This paper is not a research study, but rather a summary of previous research with a discussion of the current situation supporting the need for, and process of, this project’s development. The guiding questions for developing this project are: How can 4th-grade students and teachers in Washington County, Minnesota, perceive the impact of solid waste education lessons …

Fostering Resilience Through Near Peer Mentorship In Elementary School, Bway Paw

School of Education and Leadership Student Capstone Projects

Near-peer mentoring involves pairing students with peers who are close in age but slightly more advanced in experience ensures the students' needs are met in ways that feel supportive and accessible. This capstone project explores how peer mentoring fosters social-emotional resilience in elementary students. The project is designed for a ten-week curriculum using the Minnesota SEL standard, which uses CASEL’s five competencies to be integrated into the classroom. Frameworks that carry this project include Bandura's social learning theory and self-efficacy, Vygotsky's Zone of Proximal Development (ZPD), Identity-Based Motivation (IBM), along with Masten’s ordinary magic. Research on resilience highlights that resilience …

Middle School Science Inquiry-Based Learning On A Budget, Rosalie Olander

School of Education and Leadership Student Capstone Projects

This curriculum project was based on the question, “How can science educators teach middle school students while promoting quality inquiry-based learning with a minimum budget?” It was inspired by budget constraints forcing teachers to spend personal funds ($500-$750 annually) on classroom supplies. Science teachers are particularly impacted due to specialized equipment needs, and quality inquiry-based learning is often sacrificed due to cost limitations. The curriculum created as part of this project was written with the framework of Pedaste et al.'s (2015) inquiry phases, the National Research Council's (2012) A Framework for K-12 Science Education, and Wiggins and McTighe's (2011) Understanding …

Developing Growth Mindsets In The Math Classroom, James Logan

School of Education and Leadership Student Capstone Projects

This capstone seeks to answer the question, How can students develop growth mindsets while learning math? The research was inspired by the belief that learning mathematics could help students develop a growth mindset, which could have a positive impact on both their academic achievement and their overall well-being outside of school. A literature review was conducted focusing on the value of a growth mindset, specific strategies for its development, and the effects of a growth mindset on underrepresented populations. The research confirmed the importance of growth mindsets, identifying both academic and social-emotional benefits. Additionally, multiple strategies for developing growth mindsets …

Form A More Perfect Union: Educational Direction For Teaching Effective Political Discourse, Brian Merchant

School of Education and Leadership Student Capstone Projects

Efforts to strengthen civics education in support of democracy have expanded in recent years. Schools increasingly offer project-based learning, authentic assessments, and rigorous course options. Yet while standards emphasize argument formation, little attention is given to the practical skills required for political discussion. Research shows that public schools, with their diversity of perspectives, are well suited to foster dialogical approaches to civic discourse. Despite this potential, classroom discussions often lack depth, and educators frequently lack the resources and training to engage students in high-quality political dialogue. This literature review identifies the importance of political discourse education, interdisciplinary practices to improve …

The Influence Of Supported Mainstream Classes On High School Special Education Students' Social And Emotional Learning, Clare Murr

School of Education and Leadership Student Capstone Projects

This study investigated how participation in supported mainstream classes influences social and emotional learning outcomes of high school special education students. The project was a result of the research done to answer the question: When high school special education students participate in supported mainstream classes, how are their social and emotional learning outcomes influenced? A comprehensive literature review revealed that integration of special education students into the mainstream classroom benefits their social and emotional development; however, unsupported inclusion often results in isolation and peer rejection. Effective co-teaching partnerships, that use the combined expertise of general and special education teachers, can …

The Integration Of Movement And Technology In Elementary Schools: Enhancing Student Learning, Emily Hillis

School of Education and Leadership Student Capstone Projects

Following the COVID-19 pandemic, the use of technology has increased within elementary classrooms. Research shows that there are many advantages and disadvantages to students having these technology tools during the school day. Movement-based learning has since taken a decline in elementary classrooms since the pandemic. Research suggests that movement is impactful to students retention, engagement, and mood. This encouraged the idea of How can educators combine technology and movement activities to enhance learning outcomes for elementary students? The literature review explores the different sides of technology and movement-based learning. It examines the advantages and disadvantages, challenges, and the impact that …

Incorporating Cooperative Learning And Active Listening Skills In Secondary-Level Science Classrooms, Kaveri Kamatgi

School of Education and Leadership Student Capstone Projects

Middle school students are in a key stage of developing their social and emotional skills. Research emphasizes the importance of focusing on effective instructional strategies to support and enhance that development. In science classrooms, this means providing opportunities for cooperative learning and active listening skills, enabling students to interact and consider diverse perspectives while working in lab investigations, problem-based activities, or research projects. According to the NGSS framework for K-12 science education, students are expected to engage in scientific practices that foster scientific thinking skills. To support the development of these skills, this capstone project explored the question: How can …

What Are The Most Effective Social-Emotional Behavioral Management Strategies For Creating A Culturally Affirming Classroom Environment?, Bill Cook

School of Education and Leadership Student Capstone Projects

Classroom management often emphasizes teacher control and a top-down approach. But what if we built a classroom culture with students, one rooted in relationships, identity, culture, and the social-emotional skills they need to succeed? This Capstone explores how integrating SEL into academic and classroom settings can shape classroom culture and transform our approach to management. It answers the question, What are the most effective social-emotional behavioral management strategies for creating a culturally affirming classroom environment? How can creating a binder of social-emotional strategies help teachers create a culturally affirming classroom? This project highlights the five core SEL competencies—self-awareness, self-management, social …

From Classrooms To Jail Cells: Reimagining Accountability In Public Education, Lennin Cruz Rojas

School of Education and Leadership Student Capstone Projects

Exclusionary discipline practices in the United States continue to funnel vulnerable students into the criminal justice system, reinforcing the school-to-prison pipeline. This capstone explores the methods and punishments students receive by asking: How do zero tolerance policies and exclusionary discipline practices in schools contribute to and play a role in the school-to-prison pipeline, particularly students of color? Through a mix methodology combining literature research, participant interviews, and narrative podcasting, the work examines how restorative frameworks can foster accountability, empathy, and community healing. The podcast weaves personal stories with data to shed light on the cost of zero tolerance discipline. The …

Centering Adult Basic Education Students As Learners And Creators With Class Websites, Kristy Cannon

School of Education and Leadership Student Capstone Projects

An adult basic education (ABE) class website can integrate educational theories and technology to center students as learners and creators. This research explored educational theories that include andragogy, other adult-specific learning theories, heutagogy, constructivism, culturally relevant theories, and traditional teacher-centered learning models and methods. This project integrated those learning theories with the online modality of a tool-rich class website to promote digital literacy and center students as learners and creators actively participating in their own learning. The project is a Google Sites class website that can be used as a model or template for ABE teachers to copy, modify, and …

Combating Burnout: Science Curriculum That Decreases Teacher Workload, Christopher Yauch

School of Education and Leadership Student Capstone Projects

This project produced five days of lesson plans, a document to help assess lessons, and a reminder list which all promote the successful adoption of inquiry-based learning (IBL) into a classroom. The adoption of IBL ideally functions to allow teachers to decrease the overall “workload” or amount of prep time needed to teach traditionally content-heavy courses by way of empowering students to become the center of the learning process. Current research indicates there are noted barriers to widespread IBL adoption, such as lack of administrative support, lack of appropriate teacher training, and commonplace reliance on traditional learning styles. When implemented …

How Does The Use Of Restorative Circles During Instruction Impact Student Engagement And Agency?, Sydney Smith

School of Education and Leadership Student Capstone Projects

The purpose of my capstone project was to explore and help answer the research question of How does the use of Restorative Circles during instruction impact student engagement and agency? Through a Literature Review, professional experiences, and personal beliefs around teaching, this capstone project is inspired by Restorative Practices, specifically Restorative Circles, and how they build community in the classroom. The project helps educators in creating a classroom community that limits disruptive behaviors which is supported by personal educator experience, along with scholarly studies that found student engagement is impacted by personal relationships with their teacher and peers. When students …

Teacher Autonomy And Collaboration: Achieving More Equitable Outcomes, Lucas Sun

School of Education and Leadership Student Capstone Projects

Collaboration and autonomy are core components of teaching. Collaboration may have become ubiquitous due to the rising prevalence of Professional Learning Communities, and autonomy has always been crucial for teachers to feel empowered and take ownership of their classrooms. Together, collaboration and autonomy each can impact student equity negatively and positively. The guiding question is then: How does teacher autonomy and collaboration affect student equity in the classroom? Reviewing literature found that teacher autonomy can cause stagnation in teaching practices or allow for meaningful differentiation. Collaboration can create rote compliance tasks or allow teachers to take risks to continuously improve. …

The Literary Games We Play: Science Fiction In The Teaching Of Secondary Science, Luiza Roos

School of Education and Leadership Student Capstone Projects

This project responds to a need for interdisciplinary approaches that merge literacy development with scientific inquiry, recognizing the challenges of engaging diverse learners in complex ecological and evolutionary content. Drawing from research in fiction-based learning (Wong et al., 2024), science fiction and science pedagogy (Bixler, 2007), role-playing games in education (Cheville, 2016), and culturally responsive teaching (Rodriguez & Morrison, 2019), the project aims to make science more accessible, inclusive, and relevant to students’ lived experiences. This capstone explores how science fiction novels, specifically The Kaiju Preservation Society by John Scalzi, can be effectively integrated into a secondary science curriculum to …

Assessing The Relationship Between Screen Time, Academic Achievement, Executive Function, And Emotional Regulation: The Role Of Digital Citizenship In The Upper Elementary Classroom, Katherine Carlson

School of Education and Leadership Student Capstone Projects

Recent research has shown that elementary school students are spending time online at unprecedented rates, and that this excessive screen time has negative impacts on the physical and psychological health of children. The research question addressed in this project was: what is the association between screen time, academic achievement, executive function, and emotional regulation in elementary school-aged children? Excessive screen time has been found to negatively impact children’s emotional regulation, but the data regarding the association between academic achievement, executive function, and screen time were inconclusive, resulting in a partial rejection of the hypothesis. The research suggested that screen time …