Digital Commons Network^™

Postpartum Depression Screening Among Hispanic Women: Insights From Epds Literature, Gabriella A. Irizarry Negron, Sara Moyer

UROP Posters

Postpartum depression screening among Hispanic women remains an important but complicated issue, as differences in how the EPDS is used and current barriers to care may affect early identification and treatment. This poster, Postpartum Depression Screening Among Hispanic Women: Insights from EPDS Literature, explores how the Edinburgh Postnatal Depression Scale (EPDS) has been evaluated across studies involving Hispanic populations. Using a literature review approach, eight peer-reviewed articles were organized into an annotated bibliography and matrix to identify key trends in screening practices and outcomes.

Findings revealed three major themes: (1) EPDS cut-off scores for postpartum depression vary widely across …

The Myopia Epidemic: Integrating Genetic, Environmental, And Epigenetic Pathways To Define A Critical Window For Intervention, Pranavika Balaji

UROP Posters

Myopia, or nearsightedness, has increased rapidly worldwide and is now a major public health concern caused by both genetic and environmental factors. Current understanding shows that too much near work, limited time spent outdoors, and prolonged screen use contribute to abnormal eye growth in individuals who may already have a genetic predisposition. At the molecular level, epigenetic changes and shifts in DNA activity, often influenced by environmental conditions, affect the signaling pathways that regulate eye development and may help explain why myopia is increasingly common among children. This paper synthesizes recent environmental, genetic, and epigenetic research to explain how these …

East To West: Cultural Attitudes And The Perceptions Of Death, Hannah F. Ahmed

UROP Posters

Death is a universal human experience, but cultures teach people to interpret it in different ways. These interpretations influence how individuals understand dying, how they cope with loss, what support looks like, and what meaning death makes in their lives. Eastern, spiritual, and religious traditions emphasize death as a natural transition or return to divinity rather than an endpoint, and as something one must prepare for. In these contexts, people often grow up hearing stories, prayers, and teachings that situate death within a broader journey. Because of this, death becomes something familiar and speakable rather than distant or frightening (Naderi-Afif …

Provenance In The Book Lab Library, Regan Spangler

UROP Posters

For my Distinguished English Major project, I am designing and implementing a catalog of the books in the Book Lab (VCU Campus, Hibbs Hall room 408). This consists of three major components. One, I am compiling a digital catalog of the collection, including book title, author, editor(s), Library of Congress call number, and provenance (in other words, previous owners and users). Two, I am adding corresponding physical cards to each book. Both the digital catalog and the cards include all information previously stated. The third component includes research into provenance of the Book Lab collection. Using David Pearson’s Books as …

Land, Development, And Tribal Identity In India: The Heavy Engineering Corporation (Hec) And Tribal Land Acquisition, Nishka Malhotra, Anila Surin M.U.P., Niraj Verma Ph.D.

UROP Posters

Tribal land in Jharkhand, India, has been cultivated for generations by Adivasis, one of the largest aboriginal tribes of India. After India’s independence in 1947, the government-owned Heavy Engineering Corporation (HEC) was established as a tomb to the industrial development of a new India. Land for the massive project came from acquiring large tracts of Adivasi land. Even in cases where compensation was paid, the social and cultural costs borne by Adivasis far exceeded the land's market value. Our research (a) traces this history of how the discourse of modernization and development was used to justify dispossession of land; (b) …

Promoting Early Literacy: Engaging Communities To Empower Young Learners, Alexis I. Dillahunt

UROP Posters

Promoting Early Literacy: Engaging Communities to Empower Young Learners

Miles Dillahunt

Abstract

Early reading is a fundamental component of academic achievement, establishing a strong foundation for future learning outcomes. This poster examines the crucial relationship between early literacy skills and student success, supported by a comprehensive review of existing literature and empirical studies. Research consistently shows that children who engage in reading before age five are more likely to excel in elementary and secondary education, demonstrating enhanced vocabulary, comprehension, and overall academic performance.

A critical aspect of promoting early literacy lies in effective community engagement. Collaborative partnerships between schools, libraries, …

Analyzing The Impact Of Positive Youth Development Programming On Youth Critical Consciousness, Jaylin Pate

UROP Posters

Youth Participatory Action Research (YPAR) is an approach to research where young people have active involvement in the research process. By uplifting youth voices and allowing the next generation to partner as co-researchers, YPAR strengthens their empowerment and agency (Anyon et. al, 2018). This study explored the impacts of YPAR programming on youth critical consciousness. Youth Voices, a community-based program, aims to support high school students in understanding positive youth development opportunities. Participants in the program attended weekly meetings and were compared to a control group with no similar intervention. Both groups completed Likert-scale surveys. Results that the intervention had …

Exploring The Knowledge Gap: Mental Health Crisis Identification Training For 911 Call Takers, Kayla L. Ralston, Emma Adcook, Gary Cuddeback, Rebecca Smith, Amy Adkins

UROP Posters

Individuals with serious mental illness (SMI) are more likely to come into contact with law enforcement and the justice system. Livingston (2016) found that 25% of people with mental illness have been arrested at least once in their lives.  Law enforcement officers often become the primary intervention in handling a mental health crisis, and most mental health-related training curricula (e.g., Crisis Intervention Team (CIT)) have focused on this group. However, the burden to initially ascertain if an emergency is mental health-related has fallen to 911 call takers and dispatchers, the first first responder. The performance outcomes outlined by the Virginia …

A Closer Look At Substance Use: Understanding Abstinence In Social Gatherings, Hillary Bogyah

UROP Posters

A Closer Look at Substance Use: Understanding Abstinence In Social Gatherings
Hillary Bogyah
Virginia Commonwealth University

Abstract

Alcohol and drug use in social settings remains a central focus in public health research, as these behaviors are often shaped by peer norms, environmental factors, and perceived social benefits. This study observes how people in various social contexts utilize drugs, alcohol, and both at the same time. A survey measuring substance usage throughout the previous month and how social interactions affected these behaviors was completed by a total of 257 participants.

The majority of respondents indicated no recent substance use. According to …

Complete Issue, Christopher Tremblay, Patrick J. O'Connor Phd, Laura Owen, Moya Malcolm, Diana Camilo

Journal of College Access

No abstract provided.

The Limits Of Daca: Affordability- And Access-Related Barriers To Health Professions Education, Nicole Perez, Laura Hirshfield

Journal of College Access

The U.S. is currently facing a shortage of health professionals from underrepresented backgrounds. One potential pathway to decrease this shortage is through the Deferred Action for Childhood Arrivals (DACA) program, a policy that provides temporary relief from deportation for individuals who migrated to the U.S. before age 16. This study, using 15 life-history narrative interviews, investigates the experiences of Latinx young adults who were pursuing health professions education or working as health professionals. Nine of the participants were DACA recipients, while the remaining six were second-generation (i.e., children of immigrants). An iterative, inductive approach to data analysis was used to …

Making Their Community Proud: First-Generation Latinx Students' Participation In Clep, Michelle Van Beek, Abby Holland

Journal of College Access

This study explores the impact of earning Spanish CLEP credit on first-generation Latinx students' levels of self-efficacy, college-going mindset toward earning a post-secondary degree, and their perceptions of bilingualism. Study participants (n=47) were all enrolled or previously enrolled in a college access program in high school. All participants received the opportunity to take the Spanish CLEP exam. Participants (n=33) completed a pre/post survey, and a paired sample t-test showed self-efficacy, college-going mindset, and language perceptions remained neutral for participants. Five semi-structured group interviews (n=26) were conducted after the post-survey. Participants showed that earning Spanish CLEP credit impacted their way of …

The Impact Of Test-Optional Policy On Private College Admissions During The Covid-19, Anna Kye, Meng-Jia Wu

Journal of College Access

The COVID-19 pandemic disrupted many aspects of higher education, including college admissions processes. Since 2020, numerous universities and colleges have adopted test-optional policies, allowing applicants to decide whether to submit standardized test scores. Although such policies have been in place at some institutions since 1998, research on their associations with student diversity and enrollment patterns has produced mixed findings. The widespread adoption of test-optional policies during the pandemic presents an opportunity to further examine their role in admissions. This study draws on admission data from a four-year, nonprofit, private university in the Midwest and uses logistic regression to explore patterns …

Understanding Risk And Protective Factors Of Intimate Partner Violence: A Public Health And Social Advocacy Approach, Mangai Natarajan, Yasemin Irvin-Erickson, Brittany Suh, Susan Nembhard, Lindsay Smith, Yi-Fang Lu

Sociology & Criminal Justice Faculty Publications

Intimate partner violence (IPV) is a recurring social problem that has individual, interpersonal, community, and societal level consequences necessitating interdisciplinary knowledge and a holistic, systemic approach for prevention. Recent research on IPV indicates the need to identify the implications of the COVID-19 pandemic for IPV risk and subsequent consequences to inform mitigation solutions. Using a mixed-methods design, this rapid assessment research aims to address an existing gap by gathering primary data on the perceived risk and protective factors in addressing IPV through interviews, focus group discussions (n = 102), and surveys (n = 324) from a purposive sample of victim …

Hiw 301: Ottoman History, Firat Koklu

Open Educational Resources

Hybrid asynchronous survey of Ottoman history from the empire’s emergence through its collapse, examining major political, social, economic, and legal transformations across six centuries. Through primary sources, historical scholarship, and audiovisual materials, the course considers themes including imperial expansion and governance, religious communities, migration, economic change, reform, European imperialism, and the transition from empire in a broader global and comparative context.

Eng 2100 - Writing 1 - Writing As Being, Jonathan Toro

Open Educational Resources

This is an Open Educational Resources (OER) syllabus for ENG 2100 - Writing 1 - Writing as Being. In this course, students will examine how their identities and communities shape their understanding of themselves and the world around them—how it affects the way they move and think in the spaces they occupy. Through the usage of personal narrative and critical writing, the students will study how language, culture, community, and socio-historical contexts influence their ways of knowing and being. Then, they will utilize these influences—the very systems that affect them in tremendous ways—to write themselves into being.  All course materials, …

Private Standards As Liability Shields: A Pro-Innovation Artificial Intelligence Regulatory Approach For States, Gary E. Marchant, Jordan Buckwald

Minnesota Journal of Law, Science & Technology

States face a dilemma. The federal government is not regulating artificial intelligence (AI), and is threatening states that regulate the technology with preemption and funding restrictions. Moreover, piecemeal state regulation with different substantive requirements risks impeding AI innovation and harming our national interest and security. And yet, AI creates a whole host of problems relating to accuracy, safety, security, bias, transparency, privacy, and autonomy that needs to be governed. This Article presents a solution to this dilemma that can protect against AI risks without harming innovation and the national interest. The proposal is for states to provide a liability shield …

Creative Destruction For The Patent System? Impact Of Generative Ai, Henry H. Perritt Jr.

Minnesota Journal of Law, Science & Technology

AI raises the provocative possibility that patents could one day become obsolete. AI has the ability both to generate inventions and to simulate the perspective of a person having ordinary skill in the art (PHOSITA). This article explores the transformative impact of generative artificial intelligence (AI) on the United States patent system. The article supports a scenario in which everything becomes invented—and simultaneously, everything becomes obvious—thus challenging a foundational criterion for patentability. These developments can occur within established principles of inventorship, obviousness, and subject matter eligibility under U.S. patent law. Using a narrative case study and a test invention, the …

Hey! System! Leave Them Kids Alone: A Justification Of Minnesota’S ‘Raise The Age’ Law, Violet Butler

Minnesota Journal of Law, Science & Technology

No abstract provided.

The Right To Share: Affording Americans Meaningful Control Over Their Data, Kevin Frazier

Minnesota Journal of Law, Science & Technology

Americans today face unprecedented opportunities to leverage their personal data for health, education, and economic benefit; yet state and federal privacy laws increasingly restrict their ability to do so. This Article argues that the prevailing regulatory paradigm—rooted in paternalism, behavioral assumptions, and a deep distrust of both firms and individuals— has produced a system that paradoxically denies people meaningful control over their own information. As artificial intelligence tools grow more capable, the inability of individuals to share data freely threatens to entrench inequities, concentrate access to high-quality AI systems among the wealthy, and accelerate the formation of an “AI abyss” …

Sentinels Of Security -- A Case For State Leadership In The Quantum Era, J.T. Ayotte

Minnesota Journal of Law, Science & Technology

No abstract provided.

You'll Loan Nothing And Be Happy, Becky Chambers

Minnesota Journal of Law, Science & Technology

Digital lending of eBooks offers flexibility to patrons, but it also exacerbates the existential threats libraries face. Libraries cannot own eBooks—they can only license and lend them on publishers’ terms—which means libraries are paying more for less. This is known as the “digital lending problem.” Access to older books is even more limited, as publishers and copyright holders rarely offer them as eBooks, creating the “20th century book problem.” These problems are chilling libraries’ creative approaches to digital lending and are further exacerbated by the Trump Administration’s attacks on libraries and the continuing effects of the COVID-19 pandemic. These developments …

Trends In Pharmaceutical Patent Settlements Since Actavis And Private Plaintiffs' Causation Requirement, Kelly Lear Nordby

Minnesota Journal of Law, Science & Technology

In January 2025, the U.S. Federal Trade Commission (FTC) reported that a new form of “possible compensation” from brand drug manufacturers to generic (or biosimilar) manufacturers, specifically “quantity restrictions,” has become “increasingly prevalent” in pharmaceutical patent settlement agreements filed with FTC under the Medicare Prescription Drug, Improvement, and Modernization Act of 2003. As the FTC noted, “quantity restrictions” may reduce the settling firm’s incentives to compete, resulting in supracompetitive prices for the brand and generic drug. This article summarizes trends in pharmaceutical patent settlement agreements and reverse-payment antitrust litigation since the Supreme Court’s landmark decision in FTC v. Actavis. Focusing …

Say Yes To Drugs: Rescheduling Ibogaine From Schedule I, Autumn Zierman

Minnesota Journal of Law, Science & Technology

No abstract provided.

An Unsupervised Learning Approach To Optimising Tumour Therapy Through Clinical Data Mining, Eleni Rozaki, Christina Skourou, David Fitzpatrick, Michael Amoo, Eoin Minnock, Caroline Hayhurst, Nachi Palaniappan, Mohsen Javadpour

Research Outputs: 2025-Present

Clinical data mining and healthcare analytics enable systematic evaluation of treatment strategies in precision oncology. This study analysed a harmonised multi-centre dataset of 150 patients treated with linac-based stereotactic radiosurgery for vestibular schwannoma across three institutions in Ireland and the UK. A data-driven framework combining descriptive analytics, unsupervised clustering (K-means and Gaussian Mixture Models), and Random Forest modelling was used to assess treatment plan consistency, explore dose–response patterns, and estimate clinical outcomes. Clustering identified four treatment plan groups with distinct profiles of tumour reduction and organ-at-risk exposure. Random Forest models linked these clusters and dosimetric factors with tumour control and …

Occupational Exposure To Pesticides Increases The Risk Of Amyotrophyc Lateral Sclerosis: A Systematic Review And Meta-Analysis, France Labrèche, Pamela Prudhomme, Maryse Gagnon, Nicolas Dupré, Sabrina Gravel

Études primaires

Objective To systematically review the evidence on the association between occupational exposure to pesticides and the risk of amyotrophic lateral sclerosis (ALS).

Methods A systematic search, conducted in eight bibliographic databases for publications between 1990 and 2025, identified observational studies estimating the risk of ALS after occupational pesticide exposure. Study quality was assessed using the WHO Risk of Bias (RoB) assessment instrument for systematic reviews, with the ROBINS-E (RoB in non-randomised studies of exposure) tool domains of bias. Pooled risk estimates were produced using random-effects models with restricted maximum likelihood, heterogeneity was assessed with I² statistics, and meta-regressions and publication …

Parental Beliefs And Behaviors Surrounding Childhood Vaccination, Kamara Braylock, Caitlin Davis, Avery Huff, Alex Springer

MSN Research Projects

Parental hesitancy toward childhood vaccinations continues to present challenges for healthcare providers, public health agencies, and communities striving to protect children from preventable diseases. This project explored the factors that influence parents' decisions about vaccinating their children, using Rosenstock's Health Belief Model (HBM) as the guiding theoretical framework. A review of the literature indicated that vaccine hesitancy rarely stems from a single cause; rather, it reflects a combination of concerns, including fear of side effects, mistrust in the healthcare system, inconsistent information, cultural influences, and varying levels of confidence in medical recommendations. A quantitative, cross-sectional survey design was used to …

Lgbtq People's Experiences With Crime, Victimization, And The Criminal Legal System, Vanessa R. Panfil

Sociology & Criminal Justice Faculty Publications

The ebb and flow of social control efforts aimed at LGBTQ people necessitate a thorough investigation into their experiences. This review of the literature is organized around four key themes that characterize LGBTQ people's experiences with crime, criminalization, victimization, and the criminal legal system—including police, courts, and carceral facilities. LGBTQ people experience excessive rates of arrest and incarceration and have higher rates of victimization, which illustrate disproportionality. Their experiences differ from those of their cisgender and heterosexual counterparts and are conditioned by age, race, class, gender, and sexual orientation, illustrating intersectionality. The two primary, interrelated mechanisms driving LGBTQ criminalization and …

Revisiting The Rural Folk Devil: Rural 'Othering' And The Connections Between Media Stereotypes And Rural Issues, Brooke Baker, Ida L. Oesteraas, Stephen T. Young, Elizabeth Monk-Turner

Sociology & Criminal Justice Faculty Publications

The current study is a discourse analysis investigating anti-idyllic cinematic representations, specifically in the horror genre, of rural people, places, and cultures. Findings reveal that anti-idyllic images and discourses are prominent within recently released horror films, which rely heavily on framing rural people as the deviant “other.” Special attention is given to the cultural work of these stereotypical depictions and the associated social harms for rural communities. Specifically, we argue that (1) corporations, particularly film companies, contribute to social harm in rural areas by disseminating negative and anti-idyllic representations; (2) these portrayals have tangible and detrimental effects on both people …

[Review Of The Book The Prescription-To-Prison Pipeline: The Medicalization And Criminalization Of Pain, By M. Smirnova], Hayley Jackey

Sociology & Criminal Justice Faculty Publications

[Introduction] Smirnova’s The Prescription-to-Prison Pipeline offers a critical examination of the impacts of prescription drugs as well as the over-policing and policies created to push individuals into the carceral system rather than providing other options for assistance. Smirnova further captures the social inequalities of race and class of those encased in this pipeline. Within this understanding of the detriment that the system, medical providers, and society place on those who use substances, Smirnova’s use of interviews allows for a clear understanding of how these systems work in conjunction to uphold the pipeline.