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Full-Text Articles in Education

Education And Training In Water Operator Certification And Its Role In Water Utility System Performance, Heath A. Edelman Apr 2026

Education And Training In Water Operator Certification And Its Role In Water Utility System Performance, Heath A. Edelman

Educational Leadership & Workforce Development Theses & Dissertations

Access to safe and reliable drinking water is a foundational component of public health and environmental protection. The United States drinking water sector is highly regulated and increasingly challenged by workforce shortages, aging infrastructure, and variability in operator training requirements across states. Despite the federal mandate for operator certification under the Safe Drinking Water Act Amendments of 1996, empirical evidence on the effectiveness of certification policies in improving regulatory compliance outcomes remains limited.

This study examined the relationship between operator certification policies and drinking water compliance outcomes under the Safe Drinking Water Act, with particular attention to differences across violation …


Learning In Motion: How Small Groups Can Promote Self-Regulated Learning In Physical Therapy Students, Sara Mclaren Apr 2026

Learning In Motion: How Small Groups Can Promote Self-Regulated Learning In Physical Therapy Students, Sara Mclaren

STEMPS Theses & Dissertations

Self-regulated learning (SRL) is a critical skill for success in rigorous graduate health professions programs, where students must independently manage complex academic demands. Despite its importance, limited research has examined SRL processes among Doctor of Physical Therapy (DPT) students in the didactic phase of training. Guided by Zimmerman’s cyclical model of self-regulated learning, this study examined SRL behaviors among second-year DPT students and explored how small group learning contexts may influence engagement in SRL processes and academic performance.

This mixed-methods study included 39 DPT students enrolled in a physical therapy program at a public university in the southeastern United States. …


Student Perceptions Of The Community Of Inquiry In Online Human Anatomy And Physiology Discussion Boards Using 2-D And 3-D Anatomical Models, Timothy J. Mcguire Apr 2026

Student Perceptions Of The Community Of Inquiry In Online Human Anatomy And Physiology Discussion Boards Using 2-D And 3-D Anatomical Models, Timothy J. Mcguire

EVMS School of Health Professions Theses & Dissertations

Online human anatomy and physiology (HA&P) courses require students to learn complex anatomical content outside of a physical laboratory environment, a challenge that may be supported by enhancing students’ perceptions of collaborative learning (CL) through the community of inquiry (CoI) framework. This convergent parallel mixed-methods study examined participants’ perceptions of the CoI framework during two discussion board (DB) activities in an online, asynchronous, noncredit HA&P I study course at a midwestern community college.

Participants were recruited via convenience sampling and randomly assigned to one of two instructional sequence groups (2-D→3-D or 3-D→2-D) to complete two DB activities requiring annotation of …


A Critical Discourse Analysis Of Community College Presidential Job Announcements And The American Association Of Community Colleges Competencies For Community College Leaders, Leslie M. Boon Apr 2026

A Critical Discourse Analysis Of Community College Presidential Job Announcements And The American Association Of Community Colleges Competencies For Community College Leaders, Leslie M. Boon

Educational Leadership & Workforce Development Theses & Dissertations

Women are overrepresented as students and employees of community college, yet they are underrepresented in presidential leadership roles. Prior research has examined the career trajectories and experiences of women aspiring to community college presidencies; however, less research has examined how discourse shapes expectations of leadership. Because community colleges have been described as gendered, the language used to describe leadership competencies may reinforce gendered assumptions about effective leadership. The purpose of this study was to examine the discourse of community college presidential job announcements and the American Association of Community Colleges’ (AACC) Competencies for Community College Leaders (4th edition) to examine …


Bug-In-Ear ECoaching To Enhance Parents' Use Of Embedded Learning Opportunities With Preschool-Age Children With Autism Spectrum Disorder, Aeshah Alturki Apr 2026

Bug-In-Ear ECoaching To Enhance Parents' Use Of Embedded Learning Opportunities With Preschool-Age Children With Autism Spectrum Disorder, Aeshah Alturki

Human Movement Studies & Special Education Theses & Dissertations

The increasing prevalence of autism spectrum disorder (ASD) has heightened the need for effective communication interventions. Parents are key partners in intervention and, with appropriate support, can serve as effective intervention agents. However, parents often require ongoing support to implement evidence-based practices. The purpose of this study was to experimentally evaluate the effects of online Bug-in-Ear (BIE) eCoaching on parents’ fidelity of embedded choice-making during family routines with their preschool-aged children with ASD. This study also examined the generalization and maintenance, children’s communicative responses, and parents’ perceptions of the intervention. A single-subject nonconcurrent multiple baseline design across two parent–child dyads …


Modeling Early Indicators For Success In An Associate Degree In Nursing Program, Joseph D. Moss Apr 2026

Modeling Early Indicators For Success In An Associate Degree In Nursing Program, Joseph D. Moss

Educational Leadership & Workforce Development Theses & Dissertations

Persistent nursing workforce shortages across the United States have increased the importance of Associate Degree in Nursing (ADN) programs as primary entry points into the profession. Community colleges prepare a substantial portion of the nursing workforce; however, attrition within ADN programs limits the number of graduates entering practice. Understanding factors associated with academic performance and program completion is essential for strengthening nursing education pathways and supporting workforce development. The purpose of this quantitative study was to examine early academic and sociodemographic factors associated with successful completion of an ADN program at a suburban community college.

Guided by Becker’s Human Capital …


A Hermeneutic Phenomenological Case Study On Principals’ Attitudes And Practices Toward The Inclusion Of Students With Disabilities, Charlene Marie Briggs Apr 2026

A Hermeneutic Phenomenological Case Study On Principals’ Attitudes And Practices Toward The Inclusion Of Students With Disabilities, Charlene Marie Briggs

Educational Leadership & Workforce Development Theses & Dissertations

Despite decades of federal legislation mandating inclusion, many schools still struggle to serve students with disabilities effectively, resulting in persistent achievement gaps and limited postsecondary success. Research consistently identifies principals’ attitudes and practices as the most influential factor in inclusive school success, yet existing studies have examined these elements in isolation rather than as interconnected parts of a school system. This hermeneutic phenomenological case study explored how ten Virginia elementary school principals understood and enacted their attitudes and leadership practices toward the inclusion of students with disabilities in their schools. The study used van Manen’s (2014) hermeneutic phenomenology to understand …


Sensemaking By Rural Community College Mid-Level Academic Leaders During Localized Disruptions: A Critical Incident Technique Study, Donata Worrell Apr 2026

Sensemaking By Rural Community College Mid-Level Academic Leaders During Localized Disruptions: A Critical Incident Technique Study, Donata Worrell

Educational Leadership & Workforce Development Theses & Dissertations

Mid-level academic leaders in community colleges play a critical role in the success of community colleges. Beyond performing administrative tasks, they advocate for faculty, staff, and students as well as implement directives. Their work is affected by localized disruptions. However, limited research has examined how these leaders experience such disruptions. The purpose of this qualitative study was to explore how mid-level community college leaders experience and make sense of those unexpected operational disruptions and their emotional responses to those events. Guided by Weick’s theory of sensemaking, this study used the critical incident technique (CIT) to collect detailed accounts of the …


The Leadership Lens: A Phenomenological Study Of The Lived Sensemaking Experiences Of School Leaders Implementing Virginia's New Standards Of Accreditation And Accountability, Paul M. Wilson Jr. Apr 2026

The Leadership Lens: A Phenomenological Study Of The Lived Sensemaking Experiences Of School Leaders Implementing Virginia's New Standards Of Accreditation And Accountability, Paul M. Wilson Jr.

Educational Leadership & Workforce Development Theses & Dissertations

This phenomenological study exposes the complex cognitive and organizational processes school leaders navigate as they translate high-stakes state mandates into localized action. By examining the implementation of Virginia’s revised Standards of Accreditation and Accountability (SOA), this study challenges the prevailing managerial paradigm that views policy implementation as a linear, mechanical execution of directives. Instead, grounded in sensemaking theory and SDT, this research conceptualizes implementation as a situated and interpretive act shaped by leaders’ prior experiences, beliefs, and psychological needs for autonomy, competence, and relatedness.

Using a qualitative phenomenological design, data were collected through semi structured interviews with 12 school and …


The Physiology Of The Work: Chronic Stress, Allostatic Load, And Faculty Wellness In Counselor Education, Ajayla S. Evins Apr 2026

The Physiology Of The Work: Chronic Stress, Allostatic Load, And Faculty Wellness In Counselor Education, Ajayla S. Evins

Counseling & Human Services Theses & Dissertations

Counselor educators embody multifaceted professional roles across teaching, supervision, research, leadership, and service, exerting a profound influence on the formation of counselors and the ongoing development of the profession (CACREP, 2024; Calley & Hawley, 2008). While wellness is recognized as a core professional value in counseling (ACA, 2014), research has focused almost exclusively on emotional and psychological dimensions, leaving the physiological consequences of chronic stress largely underexplored (Bovee, 2024; Faheem et al., 2025; Lewis et al., 2022). In neighboring fields, such as public health and medicine, chronic stress has been linked to dysregulation in cardiovascular, neuroendocrine, immune inflammatory, and metabolic …


Profiles Of Science Students’ Achievement Emotions: An Exploration Of Motivational Antecedents And Persistence Outcomes Over Time, Arianna White-Levatich Apr 2026

Profiles Of Science Students’ Achievement Emotions: An Exploration Of Motivational Antecedents And Persistence Outcomes Over Time, Arianna White-Levatich

Educational Leadership & Workforce Development Theses & Dissertations

This is a longitudinal study focused on the importance of students’ beliefs and emotions for their persistence in science majors. The primary goals of this study are threefold. First, to examine how undergraduate science students’ academic achievement emotions combine into profiles across two time points in the context of introductory Chemistry and Biology Courses. Second, to examine how students’ beliefs and perceptions of belonging relate to profile membership and to the likelihood that students will transition between profiles of emotions over time. Third, to evaluate how emotion profile membership and transition are related to students’ intentions to pursue science and …


Exploring The Physical Education Experiences Of Blind And Visually Impaired Hispanic Multilingual Learners In Integrated Settings, Sheyla G. Martinez-Rivera Apr 2026

Exploring The Physical Education Experiences Of Blind And Visually Impaired Hispanic Multilingual Learners In Integrated Settings, Sheyla G. Martinez-Rivera

Human Movement Studies & Special Education Theses & Dissertations

Although students with visual impairments (VI) are increasingly placed in integrated physical education (PE) classes (U.S. Department of Education, 2023), the embodied experiences of those who also identify as multilingual learners (MLs) and as Hispanics remain largely unexplored. This retrospective qualitative study examined how these students experience integrated PE during their K-12 education, focusing on how language and disability identities shaped their participation. Participants included seven Hispanic students, all MLs, and identified under the Individuals with Disabilities Education Act (IDEA) as blind or visually impaired. At the time of the study, participants were between 18 and 33 years old and …


Empowering Change: Building Environmental Sustainability Initiatives And Becoming A Sustainability Champion, Amanda C. Karls Apr 2026

Empowering Change: Building Environmental Sustainability Initiatives And Becoming A Sustainability Champion, Amanda C. Karls

School of Public Service Theses & Dissertations

In an era marked by escalating environmental challenges and an urgent need for sustainable development, higher education institutions (HEIs) are increasingly positioned as critical actors in advancing sustainability within the communities they serve. Regional comprehensive universities (RCUs), in particular, occupy a distinctive position as access‑oriented, community‑embedded public institutions; yet sustainability efforts at these institutions often unfold under conditions of limited resources, diffuse responsibility, and informal governance. This dissertation examines how individual actors at RCUs effectively advance environmental sustainability initiatives in the absence of centralized infrastructure or formal authority.

Guided by the overarching research question—How can individual actors at regional comprehensive …


Perceptions Of Virginia Dentists And Dental Hygienists Towards Emerging Alternative Dental Hygiene Workforce Provider Models, Lauren B. Mangum Apr 2026

Perceptions Of Virginia Dentists And Dental Hygienists Towards Emerging Alternative Dental Hygiene Workforce Provider Models, Lauren B. Mangum

Dental Hygiene Theses & Dissertations

Background: A perceived shortage of dental hygienists in the United States has been linked to delays in preventive care and concerns about declining oral health outcomes. In response, some states have proposed alternative pathways permitting internationally trained dentists, dental students, and oral preventive assistants (OPAs) with limited or inconsistent education requirements to provide dental hygiene services. Limited evidence exists regarding whether these strategies would effectively address access to care and workforce challenges. Concerns have also been raised about the potential effects of expanding scope of practice for providers with limited education or training on patient safety and quality of care. …


The Exploration Of Black Women Leaders In Rural Community Colleges, Tiara D. Howard Mar 2026

The Exploration Of Black Women Leaders In Rural Community Colleges, Tiara D. Howard

Knowledge and Creativity Expo

The Exploration of Black Women Leaders in Rural Community Colleges

Abstract: Black women have a hunger for education and self-sufficiency. Among Black students in higher education, women are more likely than men to earn degrees: Black women obtain 64.1% of bachelor’s degrees, 71.5% of master’s degrees, and 65.9% of doctoral, medical, and dental degrees (AAUW, n.d.). Yet despite this drive, dedication, and ambition, there remains a scarcity of Black women leaders in rural areas, particularly in community colleges. And when a successful Black woman does rise to a position of influence, there isn't a blueprint or road map for others …


Exploring Geometry Teaching And Learning Through Self-Study, Linnea Kallebo Ms., Ayse Ozturk Mar 2026

Exploring Geometry Teaching And Learning Through Self-Study, Linnea Kallebo Ms., Ayse Ozturk

Knowledge and Creativity Expo

Self-study is a powerful tool for improving teacher effectiveness, particularly in mathematics instruction where misconceptions can significantly impact student learning. This self-study examines my evolving understanding of geometry concepts and common student misconceptions encountered during a teaching geometry course. Through reflection, peer discussion, and analysis of misconceptions, this study reveals how examining both my own learning and students’ thinking can inform self-adjustment of teaching strategies. Findings highlight the importance of building new geometry concepts on mastered ideas and pairing self-study with evaluation of student responses to improve instructional decision-making.


Self-Study In Learning And Teaching The Pythagorean Theorem, Julia Podolskiy, Ayse Ozturk Mar 2026

Self-Study In Learning And Teaching The Pythagorean Theorem, Julia Podolskiy, Ayse Ozturk

Knowledge and Creativity Expo

Old Dominion University undergrad student Julia Podolskiy performed self-study research on learning and teaching the Pythagorean Theorem. The poster provides purpose, methods, results, and future directions on how Julia Podolskiy's knowledge on the Pythagorean Theorem has improved over the course of a semester and how she plans to implement the theorem to her teaching.


Beyond Words: Supporting Nonverbal Autistic Preschoolers With Exceptional Cognitive Abilities, Dawn Timms Mar 2026

Beyond Words: Supporting Nonverbal Autistic Preschoolers With Exceptional Cognitive Abilities, Dawn Timms

Knowledge and Creativity Expo

This project explores how caregivers can support autistic preschoolers who are nonverbal yet demonstrate advanced cognitive abilities. Grounded in communication theory and neurodiversity‑affirming practice, it reframes communication as a shared, relational process that extends beyond spoken language. Drawing from interdisciplinary research, I created a strengths‑based caregiver communication toolkit that translates complex theory into clear, practical strategies families can use in everyday routines. This work honors the intelligence of children whose thinking outpaces their speech and equips caregivers with tools that make communication more accessible, responsive, and affirming.


The Living Lab: Instructional Design Interventions To Improve Communication And Equity In Federal Housing Programs, Joana I. Camp Mar 2026

The Living Lab: Instructional Design Interventions To Improve Communication And Equity In Federal Housing Programs, Joana I. Camp

Knowledge and Creativity Expo

The Living Lab is an independent applied research project informed by my 25 years of lived experience as a Section 8 voucher holder, examining how instructional design strategies can improve administrative workflows, communication, and equitable access within the Housing Choice Voucher Program. Drawing on sustained participation, the research identifies two primary systemic barriers: the federally mandated 15-day inspection period and incomplete Request for Tenancy Approval (RFTA) packets. To address these issues, the project developed the RFTA Roadmap—a zero-cost, clarity-driven communication tool that embeds sequential instructions directly within procedural workflows, mitigating the Split-Attention Effect and cognitive “Bandwidth Tax” associated with standard …


Mokken Scale Analysis Of The Teacher Formative Assessment Practice Scale, Eric Asare Mar 2026

Mokken Scale Analysis Of The Teacher Formative Assessment Practice Scale, Eric Asare

Knowledge and Creativity Expo

This study examined the nonparametric item response characteristics of the Teacher Formative Assessment Practice Scale (TFAPS) using Mokken scale analysis within its established two‑factor structure. The TFAPS includes a teacher‑directed subscale (items 1–6) and a student‑directed subscale (items 7–10), each intended to capture distinct dimensions of formative assessment practice. Weighted Loevinger scalability coefficients for polytomous items were computed to assess how well each subscale met the assumptions of the monotone homogeneity model. Results indicated that the teacher‑directed subscale had a scalability coefficient of H = 0.354 and Cronbach’s alpha of 0.721, suggesting weak but acceptable internal structure. In contrast, the …


Threads Of Empathy: An Integrative Model Of Empathy In The Schools, Arthur J. Clark, Tara M. Simpson Jan 2026

Threads Of Empathy: An Integrative Model Of Empathy In The Schools, Arthur J. Clark, Tara M. Simpson

Journal of Human Services Scholarship and Interprofessional Collaboration

Empathy has a distinctive and evolving history in education for cultivating human relationships and engendering mutual understanding. Within a school setting, empathic engagement is essential for the social and emotional development of children and adolescents. From an educational perspective, literature from multiple disciplines and specialties illustrate innovative practices to harness empathy in the classroom and beyond. The representative initiatives hold promise for developing an integrative model of empathy within a school or a school district through a program involving interprofessional collaboration.


Assessing The Possibilities And Speculations Of Blended Teaching-Learning (Btl) Based On The Online Teaching-Learning (Otl) Experience During Covid-19 In Bangladesh, Nazmun Chaitee Jan 2026

Assessing The Possibilities And Speculations Of Blended Teaching-Learning (Btl) Based On The Online Teaching-Learning (Otl) Experience During Covid-19 In Bangladesh, Nazmun Chaitee

Educational Leadership & Workforce Development Faculty Publications

This research paper investigates the potential and viability of implementing Blended Teaching Learning (BTL) in Bangladesh, drawing on the lessons learned from the COVID-19 Online Teaching Learning (OTL) practice experiences. The study specifically focuses on examining the advantages and challenges encountered by teachers and students in online classes during the pandemic. Through a mixed-methods approach, including questionnaire surveys, interviews, and focus group discussions (FGDs), data was collected from secondary-level teachers and students in Bangladesh. The findings highlight the dedicated efforts made by educators and students in embracing and adapting to online education during the COVID-19 crisis. Furthermore, the study identifies …


Human Centered Learning Management System Design Inspired By Social Networking Platforms, Giseung J. Lee Jan 2026

Human Centered Learning Management System Design Inspired By Social Networking Platforms, Giseung J. Lee

World Languages and Cultures Faculty Publications

The rapid integration of generative artificial intelligence (GenAI) into higher education is reshaping interaction within digital learning environments. As AI-enabled tools such as conversational agents and automated feedback systems become embedded in Learning Management Systems (LMSs), questions arise regarding how these systems can support social presence, dialogue, and human-centered pedagogy without reproducing the attention-driven logics of commercial social media. This paper presents a conceptual, design-oriented framework for human-centered LMS design inspired by selected interactional affordances of Social Network Sites (SNSs). Drawing on social presence theory, post-process pedagogy, and hyperpedagogy, the framework articulates four interrelated design dimensions—Familiar Interaction, Dialogic Feedback, Community …


First-Generation Medical School Applicants: A Quantitative Study Designed To Identify Areas Of Educational Support, Bethsabe Romero, Amanda K. Burbage Jan 2026

First-Generation Medical School Applicants: A Quantitative Study Designed To Identify Areas Of Educational Support, Bethsabe Romero, Amanda K. Burbage

EVMS School of Health Professions Faculty Publications

First-generation (First Gen) students are unique medical school applicants. Due to their lived experience, they approach patient care by prioritizing trust, comfort and understanding. They have proven ability to overcome obstacles and were found to be more resilient than their continuing generation (Cont Gen) peers. Despite these notable attributes, they face unique challenges in gaining medical school acceptance. There are very few quantitative studies examining this student subpopulation, and our study identifies characteristics of first-generation medical school applicants while highlighting areas of needed support. This cross-sectional study used deidentified Application and Matriculating Student Questionnaire survey data that was obtained from …


The State Of Interprofessional Practice Between Behavior Analysts And Speech-Language Pathologists, Sara Snyder, Heartley Huber, Danika Pfeiffer, Dannette Murray Jan 2026

The State Of Interprofessional Practice Between Behavior Analysts And Speech-Language Pathologists, Sara Snyder, Heartley Huber, Danika Pfeiffer, Dannette Murray

Speech-Language Pathology Faculty Publications

Interprofessional practice (IPP) is necessary to ensure assessment and interventions are designed and implemented both efficiently and effectively. We sought to investigate how Board Certified Behavior Analysts (BCBAs) and Speech-Language Pathologists (SLPs) engage in IPP. Both professionals may provide evaluations and interventions related to communication in schools and community-based healthcare systems. We disseminated a survey to BCBAs and SLPs to elicit information about their collaboration with each other. Topics included: (a) frequency of collaboration and communication with the other professional; (b) confidence engaging in IPP; (c) interprofessional training experiences; (d) barriers and facilitators to collaboration with the other profession; and …


Spirituality And Psychological Well-Being In College Students: Does Resilience Mediate This Relationship, Kevin C. Snow, Jessica Starken, Lindsay A. Phillips Jan 2026

Spirituality And Psychological Well-Being In College Students: Does Resilience Mediate This Relationship, Kevin C. Snow, Jessica Starken, Lindsay A. Phillips

Counseling & Human Services Faculty Publications

Given continued challenges of college transition and recent changes (e.g., COVID) leading to increased use of college counseling services and past studies exploring spiritualty/religion and resilience pertaining to psychological well-being (PWB), this study explored the relationship between spirituality, resilience, and PWB in college students. Three scales, the Connor-Davidson Resilience Scale, Daily Spiritual Experience Scale, and the Ryff Psychological Well-Being Scale, were used to measure the relationship between spirituality, resilience, and PWB. Results of this study showed support for the relationship between spirituality, resilience, and PWB in college students. Results also lend support for future research exploring therapeutic incorporation of spirituality …


Professional Identity Exploration And Commitment Development By Stem Undergraduates From Underrepresented Groups During Near-Peer Mentoring, Joseph A. Brobst, Joanna K. Garner, David Hartenstine, Perry Fizzano Jan 2026

Professional Identity Exploration And Commitment Development By Stem Undergraduates From Underrepresented Groups During Near-Peer Mentoring, Joseph A. Brobst, Joanna K. Garner, David Hartenstine, Perry Fizzano

Center for Educational Partnerships Publications

This study examines near-peer mentoring as a context for professional identity development by undergraduates from groups that are underrepresented in STEM higher education. Mentees were students in a computer science/mathematics‑focused scholarship program, with a two-tiered near-peer mentoring component that paired 1st-2nd‑year undergraduate mentees with 3rd-4th year mentors and 3rd-4th year mentees with early‑career professional mentors. We analyzed mentoring conversation summaries from three mentor–mentee pairs, spanning one academic year. Mentoring relationships provided safe spaces for students’ professional identity exploration and the development of commitments toward career paths and life goals. Across all cases, conversation summaries …


Exploring Healthcare Students' Perceptions About Race And Privilege At A Large Academic Medical Center: A Pilot Study Of A Peer Education Program, Elizabeth A. Brown, Dante Pelzer, Katrina Black Reed, Chinieka Jackman-Rogers, Madison Kimmell Jan 2026

Exploring Healthcare Students' Perceptions About Race And Privilege At A Large Academic Medical Center: A Pilot Study Of A Peer Education Program, Elizabeth A. Brown, Dante Pelzer, Katrina Black Reed, Chinieka Jackman-Rogers, Madison Kimmell

Health Behavior, Policy & Management Faculty Publications

Amid the racial unrest stemming from the summer of 2020, in the United States, many institutions had difficult conversations about race and the impact of racism with employees, students, and patients. In January 2021 and February 2021, we recruited undergraduate students for the Peer Education Program (PEP), a voluntary program conducted at a large academic medical center, and encouraged students to have a safe space to discuss controversial topics in healthcare. From April 2021 to July 2021 four interdisciplinary healthcare students met once a month for 1 hr to discuss privilege, race/racism, leadership, and advocacy and their influence on health …


Machine Learning: Thematic Feature Grouping, And The Magnificent Seven: A Forecasting Analysis, Mirarmia Jalali, Mohammad Najand, Andrew Cohen Jan 2026

Machine Learning: Thematic Feature Grouping, And The Magnificent Seven: A Forecasting Analysis, Mirarmia Jalali, Mohammad Najand, Andrew Cohen

Finance Faculty Publications

This study examines the predictability of monthly excess returns for the “Magnificent Seven” U.S. technology firms using machine learning and economically motivated thematic feature grouping. Framed as a focused study of the most systemically consequential equity panel in modern markets—seven firms representing over 30% of the S&P 500—the analysis confronts a small-N, large-P environment where economically structured dimensionality reduction is essential. Using 154 firm-level characteristics categorized into 13 economic themes, we evaluate linear, penalized, tree-based, and neural network models in a small-N, large-P setting. Unrestricted models suffer substantial overfitting and fail to outperform the historical average benchmark out-of-sample. In contrast, …


International Evidence On The Relationship Between Financial Literacy And Corporate Cash Holdings, Kenneth Yung, Reza Kahibavil, Su Li, Arian Amidi Jan 2026

International Evidence On The Relationship Between Financial Literacy And Corporate Cash Holdings, Kenneth Yung, Reza Kahibavil, Su Li, Arian Amidi

Finance Faculty Publications

This study is the first investigation of the relationship between corporate cash holdings and financial literacy (FL). We find that a one‐standard‐deviation increase in FL is associated with an 8%–27% reduction in corporate cash holdings, depending on the measure of FL used. Moreover, higher FL reduces the market value of excess cash, indicating that financially literate environments discourage value‐destroying cash accumulation. The results remain robust across alternative definitions of FL and cash holdings, estimation methods, and country subsamples. We further rule out the influence of endogeneity, refinancing risk, and variation in cash needs. Additional analyses identify agency costs as the …