Digital Commons Network^™

A Decision-Space Model Explains Context-Specific Decision Making, Dirk W. Beck, Cory N. Heaton, Luis D. Davila, Lara I. Rakocevic, Sabrina M. Drammis, Danil Tyulmankov, Atanu Giri, Shreeya Umashankar Beck, Qingyang Zhang, Michael Pokojovy, Kenichiro Negishi, Alexis A. Salcido, Neftali F. Reyes, Andrea Y. Macias, Serina A. Batson, Paulina Vara, Raquel J. Ibáñez Alcalá, Safa B. Hossain, Graham L. Waller, Laura E. O'Dell, Travis M. Moschak, Ki A. Goosens, Alexander Friedman

Mathematics & Statistics Faculty Publications

Optimal decision-making requires consideration of internal and external contexts. Biased decision-making is a transdiagnostic symptom of neuropsychiatric disorders. We created a computational model demonstrating how the striosome compartment of the striatum constructs a context-dependent mathematical space for decision-making computations, and how the matrix compartment uses this space to define action value. The model explains multiple experimental results and unifies other theories like reward prediction error, roles of the direct versus indirect pathways, and roles of the striosome versus matrix, under one framework. We also found, through new analyses, that striosome and matrix neurons increase their synchrony during difficult tasks, caused …

Codec-M: The Multi-Lingual Manosphere Subcorpus Of The Corpus Of Digital Extremism And Conspiracies, Rachel Mccullough, Daniel Drylie, Mindl Barta, Cass Dykeman, Daniel Smith

English Faculty Publications

In 2023, the U.S. Surgeon General warned the public of the current “loneliness epidemic” and its potential consequences on physical and mental health. One possible consequence of this epidemic is the growth of a movement defined by loneliness and isolation: the incel (“involuntary celibate”) movement. This warning presents a worrying glimpse at the future, as the incel movement, along with other parts of the manosphere, is one that espouses violently misogynist rhetoric which is intrinsically linked to right-wing extremism. While linguistic studies have been conducted on the speech of incels and other constituent movements of the manosphere, few of these …

Demonstrating The Resilience Of Eportfolios In Times Of Disruption: Two International Case Studies, Shari Bowker, Amy Cicchino, Kevin Kelly, Kristina Hoeppner, Christina Mayes, Megan Mize, Christine Slade, Suzanne Schibeci, Sarah Zurhellen

English Faculty Publications

This chapter explores ePortfolios as a resilient practice in higher education during periods of disruption. Drawing on the Support principle from the Digital Ethics Principles in ePortfolios, developed by the Association for Authentic, Experiential, and Evidence-Based Learning’s (AEEBL’s) Digital Ethics Task Force, the authors argue that the student resilience fostered by ePortfolio practices can only be achieved successfully if ePortfolio programs are implemented and supported in a way that makes them resilient as well. Two case studies from Old Dominion University (ODU) in the United States and The University of Queensland (UQ) in Australia demonstrate how both institutions embedded ePortfolio …

Therapy-Based Strategies To Support Tummy Time In Infants Post-Hospital Discharge: A Scoping Review Protocol, Ketaki Inamdar, Sonia Khurana

Rehabilitation Sciences Faculty Publications

Tummy time is essential for infant development, yet many caregivers face significant challenges with adherence due to behavioral and contextual barriers. While numerous tummy time interventions exist, a limited understanding of their behavioral components hinders effective replication and implementation. This scoping review aims to identify multidisciplinary interventions used to promote tummy time in infants aged 0–12 months, evaluate their impact on adherence, developmental and health outcomes, and examine the behavior change techniques employed using the Theoretical Domains Framework (TDF). Following the Joanna Briggs Institute (JBI) methodology, a comprehensive search will be conducted in MEDLINE (PubMed), Web of Science Core Collection, …

The Influence Of Shopping Context And Anthropocentric Bias On Consumer Preferences For Human And Ai Designers In Fashion, Dooyoung Choi, Ha Kyung Lee, Christina Soyoung Song, Ji Young Lee

Educational Leadership & Workforce Development Faculty Publications

This study explores how shopping contexts (hedonic vs. utilitarian) influence consumer preferences for AI- vs. human-designed fashion products. In Study 1, participants with hedonic motivations preferred human-designed items, while those with utilitarian motivations preferred AI-designed products, supporting the hypothesis that shopping context affects designer preferences. Study 2 further investigates the mediation of competence-warmth traits in designer preferences and the moderation of anthropocentric bias. It finds that hedonic shopping contexts increase the desire for warmth-related traits, leading to a preference for human designers, while utilitarian contexts favor competence-related traits and AI designs. Additionally, individuals with higher anthropocentric biases showed stronger preferences …

Artificial Intelligence In Achieving Sustainable Development: Expectations Of Undergraduate Students, Jinhee Kim

STEMPS Faculty Publications

While there has been ample discussion regarding Artificial Intelligence (AI)’s contributions and challenges on the development agenda at the policy level, little is known about how students translate the potential and barriers of AI in achieving Sustainable Development Goals (SDGs). Drawing upon various qualitative data, including class observation, focus group interviews, and learning activity outcomes generated by 240 students across 7 different majors, this case study explores the expected roles of AI as well as barriers to AI adoption for sustainable development perceived by undergraduate students. The study revealed that students anticipated AI to play diverse roles, including data analyst, …

Addressing Anti-Black Racism In Library And Information Science Curriculum: A Canadian-Centric Learning Model, Amber Matthews

STEMPS Faculty Publications

Canadian communities are facing a crisis of inequity, and library service providers must do more to respond to the causal conditions of anti-Black and other forms of systemic racism (Black & Mehra, 2023). Beginning in 2022, the first known Canadian MLIS course, Anti-Racism in Library and Information Science, was piloted at Western University. It aimed to allow students to engage with transformative and collaborative anti-racism frameworks relevant to the Canadian library sector and MLIS curriculum. The one-semester (13-week) course was offered once each summer in 2022 and 2023. The multi-faceted course aimed to equip students with community-based approaches to learning …

Coastal Flooding And Housing Market Liquidity: Policy Implications For Eastern U. S. Communities, Wai Yan Siu, Rex Sitti

ODU Articles

Coastal flooding poses an escalating threat to communities across the U.S East Coast, where rising sea levels and intensifying storms increasingly overwhelm existing infrastructure and natural defenses. These events generate complex economic consequences that extend beyond immediate property damage to affect community stability and long-term development patterns. The real estate industry in particular, faces increasing levels of flood risk. Existing research on climate risk and real estate markets focuses predominantly on price capitalization effects, overlooking the critical dimension of housing market liquidity. This study examines the causal impact of coastal flooding on days-on-market (DOM), a metric of liquidity in the …

The Nohs 2024 Code Of Ethics Update, Kevin C. Snow, Christian Williams, Ed Neukrug, Kristin Barker, Kristin Ballard, Braxton A. Morrison, Leslie C.M. Mcclane, Meghan N. Morgan, Stephanie Collins

Counseling & Human Services Faculty Publications

The NOHS Ethics committee engaged in a revision of the Ethical Standards for Human Services Professionals (2024). This update focused on significant changes in the field of human services as they relate to a broad group of human services professionals. The article explores interviews with key members of the revision committee sharing their thoughts on the necessity for the current revision and the ever-present importance for human service professionals to understand and engage with the NOHS ethics code as an essential living document for the benefit of client well-being, to promote the integrity of the human services profession, and to …

19.3 Ceus, Albright Aaron, Peighton Corley, Yusuf Barburoglu, Jeff Moe

Counseling & Human Services Faculty Publications

[Introduction] Navigating the Complexities in Gender-Diverse Counseling: Understanding the Interplay of Gender Identity, Racial Inequities, Economic Marginalization, and Aging

1. Which counseling approach discussed in the article explicitly weaves systemic oppression into cognitive restructuring for transgender clients?

A. Narrative Therapy

B. Gestalt Therapy

C. Intersectional Cognitive Behavioral Therapy

D. Dialectical Behavior Therapy

2. According to the article, identity-integrated support networks are valuable because they:

A. Provide financial assistance for medical transition only

B. Affirm multiple intersecting identities, offering validation and belonging

C. Limit social interaction to reduce microaggressions

D. Operate exclusively in online spaces

Understanding And Helping International Students Cope When Catastrophes Strike In Their Home Countries: A Qualitative Study, Zubeyde Akpakir, Radha J. Horton-Parker

Counseling & Human Services Faculty Publications

This study explores the experiences of international students in the United States who come from countries that have been, or are being, affected by catastrophic events. The aim of the study is to understand the challenges such students face and to formulate supportive strategies that address these challenges. Utilizing the Interpretative Phenomenological Analysis (IPA), the study delves into the lived experiences of five international PhD students from Turkey, Ukraine, and Iran—nations that have recently experienced significant disasters or unrest. The study highlights the need for the development of effective personalized support from academic institutions, faculty, and peers. Through offering critical …

From The Editor, Jeff Moe

Counseling & Human Services Faculty Publications

[Introduction] Welcome to issue 19(4) of the Journal of LGBTQ Issues in Counseling. The mission and purpose of this journal is to illuminate the lived experiences of people who are sexual, affectional, intersex, and gender-expansive diverse and how these experiences relate to counseling, counselor education, mental health, and social justice. Throughout the nearly 20-year history of the journal research on affirming care best practice, scholarship that centers the stories of LGBTGEQIAP + individuals, groups and communities, and innovative research on multiple-minority communities have all been regular features. In addition to the focus of the published scholarship, which includes over …

Nuclear Disarmament And The Erosion Of Deterrence Effectiveness Case Study: Ukraine, Chick Edmond

Political Science & Geography Faculty Publications

The invasion of Ukraine demonstrates an interesting security paradox between nuclear disarmament norms, territorial integrity and deterrence in a self-help unpredictable international environment. Ukraine gave up its nuclear weapons under the Budapest Memorandum in order to receive security guarantees resulting in brutal betrayal by nuclear armed Russia. The research investigates how Russia maintains an effective nuclear deterrence capability against other nuclear powers in the region through threats despite challenges on the battlefield. Through the combination of military resistance, strategic partnerships and robust combat methods, Ukraine has established an unmatched ability to deter a nuclear-armed enemy - Russia. This research ponders …

Ai-Generated Messaging For Life Events Using Structured Prompts: A Comparative Study Of Gpt With Human Experts And Machine Learning, Christopher Lynch, Erik Jensen, Ross Gore, Virginia Zamponi, Kevin O'Brien, Brandon Feldhaus, Katherine Smith, Joseph Martínez, Madison H. Munro, Timur E. Ozkose, Tugce B. Gundogdu, Ann Marie Reinhold, Hamdi Kavak, Barry Ezell

VMASC Publications

Large Language Models (LLMs) play an increasingly integrated and pivotal role in generating diverse types of texts, such as social media messages, emails, narratives, and technical reports, among other textual communication forms. As AI-generated messaging filters into human communication, a systematic exploration of their effectiveness for mimicking human-like communication of life events is needed. In this study, we employ a zero-shot structured narrative prompt to generate 24,000 life event messages for birth, death, hiring, and firing events using OpenAI's GPT-4. From this dataset, we manually classify 2880 messages and evaluate their validity in conveying these life events through the form …

Multidisciplinary Lethal Means Safety Counseling Design And Implementation: Training And Identifying Barriers In A Children's Hospital, Cassandra L. Stegall, Brendon Carnell, Jaime M. Golden, Rupa Kapoor, John H. Fanton, Paul C. Mullan, Alexandra P. Leader

Department of Pediatrics Faculty Publications

Background

Access to lethal means contributes significantly to suicide completion. Lethal means safety counseling (LMSC) is an injury prevention strategy to limit access to firearms, medications, and other means of injury. Not previously evaluated in the trauma setting, this study aims to design and implement a standardized LMSC protocol for pediatric patient discharge education in emergency (ED), trauma, and inpatient psychiatry settings.

Methods

A single-center quality improvement study at an academic pediatric urban tertiary Level-one trauma center was performed from July 2023 to February 2024. Protocol was implemented for pediatric patients discharged from three departments: ED, surgery trauma service, and …

Individual Entrepreneurial Orientation: Scale Development And Validation, Daniel R. Clark, Jeffrey G. Covin, Robert J. Pidduck

Management Faculty Publications

Recent research introduced and laid the foundation for a new individual-level entrepreneurial orientation conceptualization (Ind.EO) within the entrepreneurial orientation family of constructs. Building directly from this work, this article theoretically defines a measurement model for the construct and develops and validates a scale. We define and measure disposition-based behavior constructs for autonomy, competitiveness, innovativeness, proactiveness, and risk-taking, thus providing psychometrically validated tools that support research in the burgeoning Ind.EO domain. Scale items are generated deductively from our definitions, and then tested through four data collections with academics, the lay population, entrepreneurs, and business managers. Strong validation data across these multiple …

Exploring Coworker Perceptions Of And Reactions To Quiet Quitting, Andrew A. Bennett, Rhett T. Epler, Veronica L. Thomas, Daroon Jalil

Management Faculty Publications

Quiet quitting is a relatively new phenomenon that has quickly caught the attention of both practitioners and academics. With the world of work becoming increasingly interconnected, we contribute to the discourse by approaching quiet quitting from the novel perspective of understanding how others in the workplace perceive those who engage in quiet quitting. To do so, we first provide a formalized definition of quiet quitting and differentiate coworkers' perceptions of quiet quitting from similar psychological constructs (Studies 1–3). We then examine employee responses to coworkers engaging in quiet quitting with a qualitative study (Study 4) and vignette design (Study 5), …

A Customized Large Single-Piece Bifrontal Implant For Post-Craniectomy Defect Reconstruction: A Case Study, Omid Ghaderzadeh, Ehsan Amirbeyk, Seyed Roholah Ghodsi, Zahra Namazi, Lobat Tayebi

Electrical & Computer Engineering Faculty Publications

Background: Large bifrontal defects pose unique reconstruction challenges due to their complex curvature and mechanical requirements. This case demonstrated how computer-aided design/manufacturing (CAD/CAM) enabled precise single-piece polymethyl methacrylate (PMMA) implant fabrication, thereby overcoming traditional limitations. Case presentation: A 25-year-old male who had undergone bifrontal decompressive craniectomy suffered a severe traumatic brain injury. The autologous bone flap had been temporarily stored in a subcutaneous fat area of the abdomen for 3 months to preserve its viability. A secondary cranioplasty was then performed using titanium miniplates and self-tapping screws for final fixation. After 2 years, the patient developed empyema and a brain …

An Overview Of Video Game Biometrics Collection And Considerations For Cyberbiosecurity, Lucas Potter, Christen Westberry, Xavier-Lewis Palmer

Electrical & Computer Engineering Faculty Publications

Over the past fifty years, the global cost of consumer electronics has significantly decreased, leading to greater accessibility to both biosensing systems and interactive entertainment platforms. This increased access has naturally resulted in higher usage of medical and entertainment electronics. However, the intersection of these technologies, combined with invasive data harvesting practices, has raised concerns about the potential misuse of biological signals to manipulate individuals' behavior both within and beyond the video game environment. Currently, biometric data in video games are employed in various ways, such as using Heart Rate Variability (HRV) as a performance metric and integrating eye tracking …

A Spine-Specific Lexicon For The Sentiment Analysis Of Interviews With Adult Spinal Deformity Patients Correlate With Sf-36, Sf-36, And Odi Scores: A Pilot Study Of 25 Patients, Ross Gore, Michael M. Safaee, Christopher J. Lynch, Christopher P. Ames

VMASC Publications

Classic health-related quality of life (HRQOL) metrics are cumbersome, time-intensive, and subject to biases based on the patient’s native language, educational level, and cultural values. Natural language processing (NLP) converts text into quantitative metrics. Sentiment analysis enables subject matter experts to construct domain-specific lexicons that assign a value of either negative (−1) or positive (1) to certain words. The growth of telehealth provides opportunities to apply sentiment analysis to transcripts of adult spinal deformity patients’ visits to derive a novel and less biased HRQOL metric. In this study, we demonstrate the feasibility of constructing a spine-specific lexicon for sentiment analysis …

From Cyclones To Cybersecurity: A Call For Convergence In Risk And Crisis Communications Research, Ann Marie Reinhold, Ross J. Gore, Barry Ezell, Clemente I. Izurieta, Elizabeth A. Shanahan

VMASC Publications

Effective risk and crisis communication can improve health and safety and reduce harmful effects of hazards and disasters. A robust body of literature investigates mechanisms for improving risk and crisis communication. While effective risk and crisis communication strategies are equally desired across different hazard types (e.g., natural hazards, cyber security), the extent to which risk and crisis communication experts utilize the “lessons learned” from scientific domains outside their own is suspect. Therefore, we hypothesized that risk and crisis communication research is siloed according to academic disciplines at the detriment to the advancement of the field of risk communications research writ …

The Rise And Fall Of Religion: An Agent-Based Model Of Secularisation, Security And Prosociality, Ivan Puga-Gonzalez, F. Leron Shults, Ross Gore, Konrad Talmont-Kaminski

Center for Secure and Intelligent Critical Systems (CSICS) Publications

The relationship between religion, society, and individual behaviour has been a subject of extensive inquiry, drawing upon a rich collection of historical and contemporary perspectives. The scientific study of religion at the social level has often found its roots in the foundational work of Durkheim (Durkheim, 1912), who posited that religion serves as a catalyst for social order and the promotion of prosocial behaviour. At the same time, Malinowski’s observations regarding the connection between ritual and anxiety have led to a number of lines of inquiry that have come to extend to other aspects of religion. Yet, taken together, these …

Improving Dental Hygiene Students' Knowledge, Attitudes, And Confidence Toward Prenatal Oral Health Through Experiential Learning, Denise C. Mckinney, Sinjini Sikdar, Shillpa Naavaal

Dental Hygiene Faculty Publications

Purpose Maintaining optimal oral health is essential for maternal health as well as the health of their child. The purpose of this pilot study was to examine dental hygiene (DH) students' knowledge of prenatal oral health before and after receiving an asynchronous prenatal oral health care training (POHCT), and their attitudes and self-perceived confidence before and after receiving an experiential learning opportunity with a pregnant and/or post-partum client at a Women's Infants and Children nutrition program (WIC) clinic.

Methods A one-group pre/post-test design was used. This IRB-approved study (#2027439-4) utilized a convenience sample of DH student participants (n=37) in their …

Prevalence Of Sexuality Implicit Bias In Entry-Level Dental Hygiene Students, Monica Drew, Emily Ludwig, Jessica Suedbeck, Adaira Howell

Dental Hygiene Faculty Publications

Purpose Bias and discrimination may create barriers and affect the delivery of culturally competent care to sexual minorities. An awareness of biases early in education may promote more equitable oral health care delivery to diverse populations. The purpose of this study was to determine the prevalence of sexuality-implicit attitudes in entry-level dental hygiene students at one university.

Methods This cross-sectional survey study included a convenience sample of dental hygiene students from one university (n=74). The Implicit Associations Test (IAT), a validated tool for measuring implicit bias, was modified for use in dentistry with permission from Project Implicit(®) The IAT requires …

Frequency And Perceived Influence Of Menopausal Symptoms On Training And Performance In Female Endurance Athletes, Heather M. Hamilton, Natalie M. Yarish, Kristin E. Heron

Rehabilitation Sciences Faculty Publications

Menopause is associated with several negative health concerns and common menopausal symptoms. Physical activity is essential to mitigate these negative effects, but menopausal symptoms may interfere with participation in physical activity. The purpose of this study was to determine the frequency and the perceived negative effect of menopausal symptoms among female endurance athletes. Female runners, cyclists, swimmers, and triathletes 40–60 years of age were recruited (N = 187). Participants completed an online, anonymous survey that included self-reported menopausal status; the Menopausal Rating Scale (MRS), a validated measure for assessing menopausal symptoms; and the perceived effect of menopausal symptoms on …

'I Did Not Know We Could Exercise This Small Premature Baby': Challenges Experienced By Parents While Implementing Early Intervention For Their Preterm Infants-A Qualitative Perspective, Manasa Kolibylu Raghupathy, Selim Jahangir, Sonia Khurana, Leslie Edward S. Lewis, Bhamini Krishna Rao

Rehabilitation Sciences Faculty Publications

Background

Preterm birth is a highly stressful experience for both parents and infants. Parental participation in care enhances developmental outcomes, fosters parent-infant interactions and builds parental confidence. However, low parental adherence has always been a challenge in the successful implementation of intervention programs both in the NICU and at home. It is imperative to understand parents' perspectives and view the challenges that they experience through their lens while providing early intervention to their infants born preterm. This study is aimed at identifying new parents' challenges when implementing early intervention programs for their infants during the transition from hospital to home. …

Clinician Perspectives On Virtual Reality Use In Physical Therapy Practice In The United States, Danielle T. Felsberg, Jared T. Mcguirt, Scott E. Ross, Louisa D. Raisbeck, Charlend K. Howard, Christopher K. Rhea

Rehabilitation Sciences Faculty Publications

The primary goal of physical rehabilitation is to assess movement impairments and restore function to improve overall quality of life. Virtual reality (VR) may provide the optimal environment to promote these goals due to its motivating and modifiable nature which can be difficult to accomplish through traditional real-world therapeutic methods. Current research of VR for rehabilitation has demonstrated that VR interventions can produce clinically meaningful change in motor outcomes. Despite this, adoption and usage of VR by physical therapy professionals is unclear due to the limited research in this area. Thus, the purpose of this study was to identify the …

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 …

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 …

Case Report: Multifactorial Intervention For Safe Aging In Place, Ashwini Kulkarni

Rehabilitation Sciences Faculty Publications

Background/Objectives: Falls are a leading cause of morbidity in older adults, particularly those with multiple comorbidities. A multidisciplinary approach addressing physical, psychological, and environmental factors is essential for reducing fall risk and supporting aging in place. This report evaluates the effectiveness of a multidisciplinary, multifactorial approach in managing high fall risk in an older adult with diabetes, hypertension, and osteoporosis. Methods: A 72-year-old woman with a recurrent history of falls participated in an 8-week intervention as part of the American Physical Therapy Association (APTA) balance and falls prevention credential program. This study was conducted in Virginia Beach, USA, at the …