Digital Commons Network^™

Sociocultural Outsidership In Entrepreneurship: Rethinking The Double-Edged Role In Marginalisation, Robert J. Pidduck, Susana C. Santos, Eric W. Liguori, Reginald Tucker, Alexander Newman

Management Faculty Publications

This editorial introduces the special issue on marginalisation and entrepreneurship. While entrepreneurship research has long examined the impact of economic deprivation and structural barriers, far less attention has been given to sociocultural elements of outsidership – such as status incongruence, class-based identity conflict or cultural misalignment, among other related facets. We bring these dynamics to the fore, offering a conceptually rich yet ideologically neutral lens through which to understand how outsider dynamics can shape entrepreneurial cognition, legitimacy and venture development. Further, by synthesising emerging work across fragmented literatures, we propose a research agenda that explores sociocultural outsidership not only as …

A Review Of Replications Over 88 Years Of The American Speech-Language Hearing Association Journal Publications, Andrea L.B. Ford, Jessica S. Riccardi, Austin Thompson, Helen L. Long, James C. Borders, Scott R. Schroeder, Alisa Baron, Mariam El Amin, Danika L. Pfeiffer

Speech-Language Pathology Faculty Publications

Purpose: This review aimed to determine the prevalence of replication studies in the field of Communication Sciences and Disorders and examine longitudinal changes in this prevalence across American Speech-Language-Hearing Association (ASHA) journals from 1936 to 2024. It is a conceptual replication of Cook and colleagues' review of replications in special education journals.

Method: Our data source comprised 17,843 journal articles published in seven ASHA peer-reviewed journals between 1936 and 2024. We identified 3,903 articles, excluding duplicates, that had at least one instance of replicat*. Two research team members screened articles independently, and then one research team member coded each article, …

Students' Perception Of Generative Ai-Assisted Collaborative Argumentation, Jinhee Kim, Seongryeong Yu, Rita Detrick, Liangjie Fan, Na Li

STEMPS Faculty Publications

The rapid scaling of generative artificial intelligence (GenAI) technology presents opportunities for personalised learning experiences and facilitates collaborative learning, including collaborative argumentation (CA). However, empirical research examining students' perceptions of GenAI-assisted CA within classroom contexts remains limited. This study explored university students' experiences with GenAI-assisted CA through in-depth interviews with 36 students following a CA activity using a ChatGPT4-embedded argumentation platform developed by the research team. Findings indicate that students viewed GenAI as serving multiple roles, including tool, facilitator, teaching assistant and machine buddy. Students perceived that GenAI-assisted CA could empower task performance and create a collaborative learning environment. Meanwhile, …

"When I Think Of The Public Library, I Think Of White": Black Families Counter-Narratives Of Library Irrelevance And Community Repair, Amber Matthews

STEMPS Faculty Publications

While public libraries espouse equitable access, few studies examine Black community disengagement. Drawing on Critical Race Theory and the theme "Information in Repair," this paper analyzes semi-structured interviews with seven Black parents of youth aged 13-24 in London, Ontario. Findings reveal that their lack of library engagement stems not from access barriers but from libraries functioning as racialized spaces irrelevant to Black lived experiences in Canada. Where libraries fall short, Black-led organizations perform continuous, invisible reparative labour through culturally responsive programming and trusted information networks. Meaningful repair requires confronting institutional whiteness, redistributing resources to Black-led organizations, and sustaining authentic relationship-building …

Artificial Intelligence And Consumer Well-Being: A Cross Domain Systemic Review, Setar Lytle, Mahesh Gopinath

Marketing Faculty Publications

Artificial intelligence (AI) is increasingly embedded in everyday consumption, yet evidence on its longer-term implications for consumer eudaimonic well-being remains dispersed across disciplines and application contexts. This review integrates that literature to clarify the domains, theoretical explanations, and conditions through which AI shapes consumer well-being. Following PRISMA and SPAR-4-SLR procedures, we reviewed research published from January 2010 to January 2026. From 6058 records, 480 studies across psychology, business, and human-technology interaction met the inclusion criteria. The evidence is organised through psychological, social, and technological perspectives and identifies six interconnected domains: mental health, cognitive development, physical health, personal growth, autonomy and …

Beauty Isn't Always Better: How Salesperson Attractiveness Affects Consumers' Approach Behaviors, Veronica L. Thomas, Stephanie M. Mangus, Dora E. Bock

Marketing Faculty Publications

This research examines how a consumer's committed romantic relationship influences their decision to approach an attractive salesperson in a retail environment. To date, the majority of research espouses the benefits of salesperson attractiveness in enhancing consumers' perceptions of the salesperson and the represented retailer. This is problematic because it creates a managerial bias toward attractive salespeople and, as we propose, provides an incomplete view of the effect of salesperson attractiveness on consumers' behavior. Drawing on the interpersonal relationship literature on commitment, we propose that consumers in committed relationships activate relationship-maintenance motives that override the beauty bias when a salesperson's attractiveness …

Ideational Behavior And Occupational Identity Achievement: A Study Of Emerging Adult College Students Preceding Entry Into The Fouth Industrial Revolution Workforce, Carrington M. Faulk, Michael F. Kosloski, Philip Reed

Marketing Faculty Publications

As emerging adults transition into the Fourth Industrial Revolution (4IR) workforce, it is essential to understand the factors that predict successful occupational identity achievement, as automation will impact human occupational identity crises. This descriptive cross-sectional study employed a correlational design to determine the degree to which ideational behavior predicts occupational identity achievement prior to entry into the 4IR workforce. Using a sample of 166 emerging adult college students from a Mid-Atlantic, diverse, four-year university, data were collected using Runco's Ideational Behavior Scale (RIBS) and Melgosa's Occupational Identity Achievement subscale (OIA). Results showed that ideational behavior significantly predicted occupational identity achievement …

Teachers' Perspectives On Inclusive Education For Children With Special Needs, Abakah Francis, Ava-Gay Annakaye Morgan, Emmanuel Ogheneovo Sodje, Francis Dugbartey, Gabriel Lagbel, Okezie Chika Chibundu

Educational Leadership & Workforce Development Faculty Publications

Inclusive education is widely recognized as a key approach to ensuring equitable access to quality education for children with special needs, requiring teachers to possess adequate knowledge, skills, and supportive resources. In the Nigerian context, particularly in private schools, gaps in teacher training, limited resources, and insufficient institutional support continue to hinder the effective implementation of inclusive education practices. This study investigates teachers' perspectives on inclusive education for children with special needs in Nigerian private schools. The primary purpose is to assess teachers' understanding of inclusive education, their familiarity with effective teaching strategies, and their preparedness to implement inclusive practices. …

Partnerships Establishing And Sustaining High-Quality Youth Pre-Apprenticeship: Exploring Key Roles And Skills, Russel L. Parker, James E. Bartlett Ii, Michelle E. Bartlett

Educational Leadership & Workforce Development Faculty Publications

This study examined the partners, roles, structures, and skills needed to develop and operate successful youth pre-apprenticeship programs for CTE programs and explored how they were evaluated. The purpose of the study is to provide insights for CTE leaders on developing and sustaining youth pre-apprenticeship programs, pathways to apprenticeships to offer youth career opportunities and livable wages without attending four-year colleges. This study highlights the roles partners play in successful youth pre-apprenticeship programs, emphasizing collaboration between education, industry, and communities. It identifies collaborators serving business functions such as leadership, marketing, finance, human resources, customer service, general management, public relations, and …

Infusing Authenticity Into A Service-Learning Program: Examining Long-Term Impacts On Professional Development, Mohan Yang, Jonathan Harbor, Belle Li, Jacqueline Nikiema

Educational Leadership & Workforce Development Faculty Publications

Purpose

The employability of postgraduate students remains a critical concern in higher education, as postgraduate programs, particularly at the doctoral level, traditionally focus on disciplinary and research competencies. This leads to a lack of adequate preparation for employment, especially for non-academic roles. This study examines the long-term impacts of an authentic service-learning program on trainees' professional lives, with a particular emphasis on academia. This addresses the need for insight into the long-term impacts of initiatives that enhance postgraduate programs with opportunities for students to acquire transferable competencies prior to entering employment.

Design/methodology/approach

We adopted a narrative inquiry approach to investigate …

Simulating Social Attitudes With Llms: Accuracy, Demographic Effects, And Refusal Behavior In The Sensitive Domain Of Suicide Prevention, Cristina J. Perez, Michael P. Vasquez Jr., Philippe J. Giabbanelli, Patrick Y. Wu

VMASC Publications

Large language models (LLMs) are increasingly used to simulate public opinion, yet their validity in sensitive policy domains remains underexplored. We evaluate whether LLMs can reproduce attitudes toward suicide prevention policies using 32 questions drawn from seven nationally representative U.S. surveys (2023-2025). We systematically vary demographic conditioning (race/ethnicity, gender, age, education, income, party), prompt framing (direct elicitation, respondent embodiment, specialist embodiment), and model architecture (GPT-5 Nano, DeepSeek V3.2, Meta Llama 3.1 8B, Mistral Small 24B). Across 811,560 prompts, the mean absolute error—the average gap between predicted and human response distributions—is 23 percentage points. We also find that LLM responses to …

Designing Faculty Standards For Technology Integration In Higher Education Institutions: A Design-Based Research Study, Helen Crompton, Diane Burke, Christine Nickel

STEMPS Faculty Publications

This design-based research study responds to the call from scholars, organizations, and institutions to address the gap in scholarly knowledge regarding the lack of technology standards for faculty in higher education. These standards cover the three areas of faculty workload: teaching, research, and service. Conducted over two iterative macro cycles, this unique study engaged 114 participants, including faculty from a range of disciplines and institutional types, accreditation organizations and coordinators, and education and technology organizations. The outcome is a framework comprising six faculty standards; Instructor, Coordinator, Leader, Researcher, Learner, and Contributor. Each outcome is accompanied by practical indicators that support …

An Exploration Of Academic Help-Seeking Among Postsecondary Students: Differences By Gender And Ethnicity, Stephanie Greenquist-Marlett, Linda Bol, Claire Consadine, Courtney Hill

STEMPS Faculty Publications

Students often struggle to employ effective learning and study strategies in postsecondary settings that challenge their academic success. These struggles can be amplified depending on student characteristics like gender and ethnicity. One way to improve their success is an awareness they may need help and how to most productively use this help. We sought to understand students’ patterns of help-seeking behaviors as well as whether these patterns differed by gender and ethnicity. The researcher-developed Academic Help-Seeking Inventory (AHSI) was designed to measure academic help-seeking. Participants were 249 undergraduate and graduate students enrolled at two East Coast public universities. An exploratory …

Dementia Incidence In Patients With Prurigo Nodularis: An Observational Retrospective Cohort Study, Madison P. Olexson, Ana Ormaza Vera, Chunghwan Ro, Clinton W. Enos

Department Dermatology Faculty Publications

[Introduction] Prurigo nodularis (PN) is a chronic neuroinflammatory dermatosis of unknown etiology characterized by severely pruritic, symmetrically-distributed nodules with a negative impact on quality of life [1]. While some consider PN a primary idiopathic disorder, it often arises as a secondary manifestation of underlying conditions, including atopic dermatitis (AD), chronic kidney disease (CKD), human-immunodeficiency-virus (HIV), and thyroid disorders [2]. Although patients with PN are at higher risk for psychiatric comorbidities including depression, anxiety, and suicidal ideation [3] research which investigates associations between PN and neurodegenerative disorders is limited [4]. Moreover, emerging evidence implicating sustained systemic inflammation, characteristic of psoriasis and …

Eeg Signatures Of Motor Development In Early Childhood: A Systematic Review, Sonia Khurana, Ashwini Kulkarni, Thomas C. Bulea, Hunter J. Bennett

Rehabilitation Sciences Faculty Publications

Background

Early identification of motor developmental disorders is limited due to lack of objective neural markers that characterize typical neurodevelopmental patterns. This systematic review interprets and synthesizes existing evidence to propose a framework of EEG signatures associated with motor development in children aged 0-5 years, which may help inform future benchmarks for early assessment and intervention.

Methods

Following PRISMA guidelines, we searched published and gray literature across five databases between 2000 and 2025 (registered protocol). Included studies examined EEG during task-based, resting-state, or sleep studies linked to motor milestones, task performance, or standardized motor assessments. Study quality was assessed using …

The Role Of Education In Reducing Social Inequality: A Systems-Level Analysis Of Socio-Technical Infrastructures And Policy Governance, Aisling O'Shea, Batzorig Dashnyam, Ximena Quintanilla

Women's & Gender Studies Faculty Publications

Social inequality remains one of the most persistent challenges to global systemic stability, threatening the robustness of democratic institutions and economic sustainability. Education has long been theorized as the primary mechanism for social mobility and the mitigation of disparate life outcomes; however, its role within modern socio-technical infrastructures is increasingly complex and often contradictory. This paper provides a comprehensive systems-level analysis of the relationship between educational architecture and social stratification. By examining the structural trade-offs inherent in contemporary pedagogical deployment, the research evaluates how institutional governance, digital infrastructure, and policy mandates either facilitate or hinder the reduction of inequality. The …

Learning Design To Advance Human-Ai Collaboration In K-12 Education, Wing Sha Chan, Jinhee Kim, Seongryeong Yu, Rita Kay Detrick

STEMPS Faculty Publications

This chapter explores key components for designing effective Human-AI Collaboration (HAC) in K–12 education, addressing the current lack of theoretical and conceptual frameworks for structuring and implementing HAC in teaching and learning. It examines four essential areas: curriculum design, student and teacher–AI interaction, learning environments, and the evolution of HAC over time. The chapter introduces the concept of HAC in K–12 contexts, highlighting how humans and AI can leverage each other's strengths through co-evolutionary processes that foster mutual learning and collaboration. It reviews current HAC practices in schools and discusses their contributions to both teaching and learning. Finally, it presents …

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 …

Counseling Professionals' Perspectives On Ai Integration In Education And Supervision: A Concept Mapping Study, Hank Crofford, Elif Bor, Gülşah Kemer

Counseling & Human Services Faculty Publications

The rapid emergence of artificial intelligence (AI) has raised important questions about how new technologies will shape professional norms and practices in counseling. The purpose of this study was to understand how counseling professionals expect AI to be integrated into counselor education and supervision (CES). Using a mixed‐methods concept mapping design, 31 participants generated and sorted statements about the potential roles, benefits, and concerns associated with AI in the profession. Participants represented diverse counseling roles, including counselor educators, licensed professional counselors, supervisors, master's‐ and doctoral‐level trainees, and other counseling‐related professionals. Standard concept mapping procedures were conducted using R, resulting in …

Legislative Debate-Attributed Suicidality Among Lgbtq+ Adults: The Buffering Effect Of Community Belongingness, Keith J. Watts, Shawndaya S. Thrasher, Laneshia R. Conner, Nicole Campbell, Louis G. Baser, Dekeitra Griffin, Sydney P. Howard, Missy Spears, Justin X. Moore

Counseling & Human Services Faculty Publications

Background: In recent years, the sociopolitical landscape in the United States has shifted due to an increase in state-level legislation regarding LGBTQ+ rights, a trend that has been particularly pronounced in the Commonwealth of Kentucky. While the mental health impacts of enacted laws are increasingly documented, a critical gap remains in understanding the psychological toll of the legislative debates themselves—the prolonged periods of public discourse surrounding the restriction of rights. Methods: Utilizing data from the 2025 Queer Kentucky Survey (N = 817), this exploratory study examined the association between LGBTQ+ community belongingness and acute suicidality attributed specifically to anti-LGBTQ+ legislative …

Asynchronous Lgbtq+ Affirming Counseling Training With Early Career Counselors: A Mixed Methods Program Evaluation, Amber L. Pope, Kelli Hartzell, Matt B. Siroty, Jeff Moe, Noelle St. Germain-Sehr, Bianca R. Augustine, Amanda St. Germain-Sehr, Tai Lexumé

Counseling & Human Services Faculty Publications

A growing body of research shows that training in LGBTQ+ affirming counseling (LGBTQ+ AC) positively impacts counselors’ perceived knowledge and skills in providing mental health services to LGBTQ+ communities. Existing program evaluations of LGBTQ+ AC, however, have primarily used synchronous delivery formats and cultural competency models for the training design. This study is part of an action research agenda to develop an introductory training in LGBTQ+ AC, using asynchronous online delivery and cultural humility as the conceptual framework for the training design. We used a fixed convergent parallel mixed methods quasi-experimental design to examine the impact of our LGBTQ+ AC …

Broaching The Intersectionality Of Race And Disability In School Counseling, Aaron Albright, Emily Goodman-Scott, Jenna Alvarez, Rawn Boulden

Counseling & Human Services Faculty Publications

Students of color with disabilities experience compounded inequities. This conceptual article details these compounded inequities. The authors provide a review of the literature related to inequities in education, culturally affirming antiracist school counseling, intersectionality, and broaching. Next, the authors provide a rationale for implementing Day-Vines and colleagues’ multidimensional model of broaching behaviors (MMBB) in school counseling with students of color with disabilities. Then, the authors use the MMBB heuristic to conceptualize practical guidelines for school counselors to engage in direct broaching with their students. These guidelines are tabulated with a description of the four broaching dimensions and their aim within …

"Oh, You've Come To Visit The Yard?": Phenotypic Capital, Intragroup Marginalization, And The Gated Sanctuary In Black Lgbtq+ Communities, Keith J. Watts, Shawndaya S. Thrasher, Nicole Campbell, Laneshia R. Conner, Julian K. Glover, Janet K. Otachi, Dekeitra Griffin

Counseling & Human Services Faculty Publications

Identity-based communities that share common characteristics, beliefs, and experiences (e.g., Black LGBTQ+ communities) have historically been conceptualized as protective bubbles that buffer Black LGBTQ+ individuals against the deleterious effects of systemic racism and cisheterosexism. However, this monolithic narrative often masks the internal power dynamics that divide belonging. This study explores the exclusionary dynamics embedded within these safe spaces, examining how internal hierarchies of skin tone, socioeconomic status, and gender performance function as proximal stressors. Guided by a critical constructivist paradigm, this study utilized Reflexive Thematic Analysis to analyze open-ended survey responses from 74 Black LGBTQ+ adults. Data were drawn from …

Contemporary Approaches To Group Psychotherapy Supervision, Michelle A. Collins-Greene (Ed.), Molyn Leszcz, Nina W. Brown, Ellen Wright, Scott Giacomucci, Les R. Greene, Susan P. Gantt, Leah M. Niehaus, Francis Kaklauskas, Tony L. Sheppard

Counseling & Human Services Faculty Publications

This chapter captures the work of contemporary supervisors of group psychotherapy, all of whom have practiced many years and have trained and supervised innumerable group leaders. They demonstrate the diversity of settings and theoretical orientations that are prominent in the current era. Their essays speak for themselves and provide wonderful illustrations and models for supervisors-in-training and consultation to emulate. They also talk about who influenced, mentored, and supervised them.

Intersectionality Of Race And Disability: The School Counselors' Role In Policy Reformation, Jenna M. Alvarez, Rachel Saunders, Vanessa Sinclair, Stephanie Smith-Durkin, Emily Goodman-Scott

Counseling & Human Services Faculty Publications

The United States K-12 education system is riddled with inequities within the intersection of race and disabilities; relatedly, the school counseling literature also demonstrates a similar gap in the literature. As a result, through three case illustrations highlighting the unique experiences of historically marginalized students of color with disabilities, we illustrate the multiplex intersection of race and disability and how a school counselor can utilize leadership, advocacy, and social justice for systemic change. Further, the three cases are structured through the ADDRESSING framework, to systematically consider the complexities of identity, overlapping cultural influences, and the connections to practice (Hays, 2022). …

Socio-Spatial Patterns Of Suicide Mortality In The United States, Kushagra Tiwari, M. Amin Rahimian, Marie-Laure Charpignon, Philippe J. Giabbanelli, Praveen Kumar

VMASC Publications

Suicides cause more than 49,000 deaths per year in the United States, including 55% associated with the use of a firearm. Across states and counties in the US, suicide mortality exhibits substantial geographical and sociodemographic heterogeneity. However, the role of large-scale social networks in shaping this variation remains underexplored. To assess how both the risk of suicide mortality and the effect of firearm restriction policies propagate through inter-county social ties, we integrate data on county-level suicide mortality (2010–2022) and the Facebook Social Connectedness Index (SCI), a continuous measure of the strength of social ties between counties used to derive weighted …

Does A More Functionally Diverse Top Management Team Make The Financial Statements More Comparable?, Md Mahmudul Hasan, Audrey Wen-Hsin Hsu, Sayan Sarkar, Tsung-Hsuan Joey Yang

Accounting Faculty Publications

We examine whether top management team (TMT) functional diversity affects financial statement comparability. Drawing upon upper echelons theory and the information sharing perspective in diversity research, we argue that TMT functional diversity produces more comparable financial statements due to better information sharing and integration. Using a sample of US firms, we find that financial statement comparability is positively associated with TMT functional diversity. We also find that the positive relationship between TMT functional diversity and comparability is more pronounced in firms with a poor information environment. Our findings remain robust after addressing endogeneity concerns. This study contributes to the existing …

Unlocking Organizational Support Through Psychological Empowerment: Identification And Test Of Transformational Leadership As A Catalyst Of Perceived Organizational Support, Ryan L. Klinger, Nathapon Siangchokyoo, Tipat Sottiwan

Management Faculty Publications

Organizational support theory (OST) explains how employees develop and respond to beliefs about their organization, with perceived organizational support (POS) representing a central construct within this framework. Integrating psychological empowerment theory, we examine an intrinsic motivational pathway through which POS relates to employee in-role performance and identify transformational leadership as a contextual catalyst that may strengthen this process. We test a multilevel moderated mediation model using multisource and multi-time data from 217 employees and 41 supervisors. Results indicate that POS is positively related to in-role performance through the psychological empowerment dimensions of competence and self-determination. Moreover, transformational leadership strengthens the …

Modeling Rank Distribution And The Relative Importance Factor Index In Discrete Power-Law Models: Application To Social Resilience Using The Scopus Database, Brian Llinas, Jose Padilla, Humberto Llinas, Erika Frydenlund, Katherine Palacio

VMASC Publications

Prior research on power-law distributions has primarily focused on modeling frequency patterns, with less attention given to rank distributions and how ranked positions reflect relative importance among elements. In discrete power-law distributions, frequency-based metrics often provide limited discrimination in the tail, where elements may exhibit similar counts but differ in relative dominance. These patterns are especially evident, for instance, in academic publishing, where keywords, affiliations, and citations commonly exhibit power-law behavior. To address this limitation, we introduce the Relative Importance Factor (RIF) Index, a statistical measure derived from the estimated discrete power-law rank distribution rather than an additional independent parameter. …

Joint Associations Of Meditation And Physical Activity With Depression And Anxiety Symptoms In Us Adults: Nhis 2022, Yubing Wang

Human Movement Studies & Special Education Faculty Publications

Objectives

Physical activity and meditation may each relate to mental health, but their joint associations in U.S. adults are unclear. We examined the separate and joint associations of any past-year meditation and meeting physical activity (PA) guidelines with depression and anxiety symptoms.

Method

We analyzed data from the 2022 National Health Interview Survey Sample Adult file (n = 24,927). Exposures were meeting PA guidelines, any past-year meditation, and their four-level combination (Neither, PA only, Meditation only, Both). Outcomes were moderate-to-severe depressive and anxiety symptoms (PHQ-8/GAD-7 >= 10). Survey-weighted modified Poisson models estimated prevalence ratios (PRs), with interaction, sensitivity, and post …