Digital Commons Network^™

The Influence Of Social Connectedness And Adverse Childhood Experiences: Understanding Motivation To Change In Early Substance Use Disorder Recovery, Adam M. Daniel

Theses, Dissertations and Culminating Projects

Substance use disorder is a significant issue facing society today. As the rate of individuals with substance use disorders continues to rise, so too does the need of the counseling profession to explore further the ways to best support this population. The purpose of this study was to explore two specific variables for their impact on motivation to change for individuals in early recovery: social connectedness and adverse childhood experiences. Grounded in the Process-Person-Context-Time model, this study focused on the ways in which an individual’s motivation to change in early sobriety relates to their sense of connectedness to their family …

Holistic Stormwater Management In The Bound Brook River Basin, New Jersey, Sana Mirza

Theses, Dissertations and Culminating Projects

This dissertation presents a holistic framework for stormwater management in the Bound Brook River Basin, an urban watershed in central New Jersey that faces chronic nutrient enrichment and climate-driven hydrologic changes. The research integrates water-quality trend analysis, hydrologic modeling, and low-impact development (LID) optimization to assess current and projected watershed responses. By combining empirical monitoring data with downscaled climate simulations and spatial prioritization, the study utilizes a holistic approach for stormwater management planning. The first objective was to characterize nutrient dynamics and hydrologic transport pathways for nitrogen, phosphorus, and total suspended solids (TSS) from 2004 to 2019. Using bi-monthly monitoring …

An Integrated Approach To Groundwater Management In Northern New Jersey Watersheds, Toritseju Oyen

Theses, Dissertations and Culminating Projects

Groundwater deterioration has emerged as a pressing global concern, with widespread observations of declining water quality in various regions. The predominant cause of this deterioration is attributed to anthropogenic activities, which are deeply intertwined with daily human practices that contaminate water resources. Over the decades, many forested and wetland areas have been converted mainly for increased urbanization and industrialization use in northern New Jersey. The region’s watershed, already characterized as a low-yield aquifer, is facing deterioration because of continuous change in land cover. Anthropogenic activities aimed at providing solutions to problems, such as food scarcity, icy roads during the winter …

Exploring Vocal Fatigue In Female Singers, Cory M. Pinto

Theses, Dissertations and Culminating Projects

Vocal fatigue is a complex issue that may signal underlying vocal pathology or exist independently, especially among professional voice users such as singers, whose high vocal demands make them particularly susceptible. This dissertation investigates vocal fatigue in young adult female singers using both objective and subjective voice assessment measures during a novel vocal loading task. Key research questions addressed in this dissertation are as follows: (1) Which voice assessment measures demonstrate significant change over time in response to vocal loading? (2) which Participant Profile Characteristics most accurately predict changes in perceived vocal fatigue severity? (3) In what ways do symptom …

Applying History As Law: The Role Of Historical Facts In Implementing Constitutional Doctrine, Joseph Blocher, Brandon L. Garrett

Faculty Scholarship

The U.S. Supreme Court has long relied on historical evidence in constitutional cases, but recent years have seen a major change in how it does so: not only to interpret the meaning of constitutional text, but to establish doctrinal tests that call for historical evidence to be used in the application of those tests going forward. Broadly speaking, originalism has moved from the realm of legal interpretation to that of law declaration and then to law application. This transformation in the legal significance of history raises important questions for originalism as a practice of constitutional adjudication, not simply a theory …

Ai And Courts: An International Human Rights Perspective, Veronika Fikfak, Laurence R. Helfer

Faculty Scholarship

International human rights courts and treaty bodies are increasingly turning to automated decision-making (ADM) technologies to expedite and improve their review of individual complaints. These tribunals have yet to consider many of the legal, normative, and practical issues raised by the use of different types of automation technologies for these purposes. This chapter offers an initial assessment of the benefits and challenges of introducing ADM into international human rights adjudication. We weigh up the benefits of introducing these tools to improve international human rights adjudication – which include greater speed and efficiency in processing and sorting cases, identifying patterns in …

Uncertain Enforcement And Standing To Sue, Ernest A. Young

Faculty Scholarship

Plaintiffs with strong claims that a law is unconstitutional may yet fail to establish standing when the law is rarely enforced. Other statutes, like Texas’s unusual abortion law, may render challenges difficult by delegating enforcement to private parties who are difficult to identify in advance. Both problems arise from the assumption that the law shapes behavior only through sanctions imposed in enforcement proceedings. This view is mistaken, both jurisprudentially and empirically. Worse, it requires courts to ask two unanswerable questions: How likely is enforcement? And how likely does Article III require it to be? It also asks standing doctrine to …

Should Judicial Opinions Be Read Like Statutes?, Margaret H. Lemos

Faculty Scholarship

Should judicial opinions be interpreted with an eye to their purpose, context, or the intent of their authors, or should interpreters focus on the ordinary meaning of the text? Opinions present the same sorts of interpretive puzzles as other legal texts, and yet they have been omitted from the debates over interpretive methodology that dominate the fields of constitutional and statutory interpretation. The omission is no accident: the Supreme Court has stated repeatedly—and with increasing frequency in recent years—that judicial opinions are not to be read like statutes. Yet neither courts nor commentators have explained why the principles that ground …

The Eighth Amendment And Prison Staff-To-Sentenced Prisoner Sexual Violence, Matthew Lyskawa

Faculty Scholarship

In this Article, I provide the first comprehensive account of lower federal courts’ Eighth Amendment prison conditions jurisprudence regarding prison staff-to-sentenced prisoner sexual violence. I show that lower federal courts are systematically misunderstanding and misapplying Supreme Court case law in this context. The result is that sexually victimized prisoners must meet extremely burdensome doctrinal standards unique to sexual violence claims. Lower federal courts would faithfully follow Supreme Court precedent if they applied the excessive force standard to sexual assault claims and the conditions of confinement standard to sexual harassment claims. However, a faithful application of Supreme Court case law does …

Confession Contamination And Dna Exonerations, 1989-2025, Brandon L. Garrett

Faculty Scholarship

No abstract provided.

Llm-Assisted Legal Propositions Identification From Party Arguments In The U.S. Supreme Court Briefs, Heng Zheng, Alex Zhang

Faculty Scholarship

Merits briefs are central to U.S. litigation, serving as the primary means for parties to present arguments and persuade judges. Legal propositions in these merits briefs are the atomic units of arguments, whose relationships evolve throughout litigation and inform court decisions and precedent. Large language models (LLMs) have been applied to legal document review, but there is limited evidence on their ability to identify legal propositions in merits briefs. Given the labor-intensive nature of the task, we evaluate a human-AI collaborative approach to identifying legal propositions in the U.S. Supreme Court merits briefs, in which legal annotators review and revise …

Cumulative Burdens On Second Amendment Rights, Joseph Blocher, Hayley Lawrence

Faculty Scholarship

No abstract provided.

Oompa 2025.08: A First Cut Of The Toolkit For Object-Oriented Modeling For Planning And Acting, Mark Roberts, David H. Chan, Dana S. Nau, Jamie C. Macbeth

Computer Science: Faculty Publications

OOMPA is a partially implemented Python 3.13+ toolkit for modeling hierarchical planning domains as annotated Python classes, without writing a separate PDDL or HDDL domain file. State properties, actions, and hierarchical methods attach to domain classes via decorator syntax; OOMPA projects the resulting model into a flat dictionary of dictionaries, like the Pyhop family of planners. We describe OOMPA’s motivation and architecture as we demonstrate its use in a restaurant planning domain. There are many unrealized features, so we end with a discussion of limitations and future work.

Rethinking Behavior - Winter 2026, Midwest Symposium For Leadership In Behavior Disorders

ReThinking Behavior Magazine

A magazine for professionals serving children and youth with behavioral needs.

Winter 2026, Volume 9, Issue 2

Artificial Neural Network Based Protection For Dc Bus Using Solid State Dc Breaker, Eswaraiah Giddalur, Askani Jaya Laxmi

ASEAN Journal on Science and Technology for Development

Low voltage Direct Current (LVDC) microgrids have been extensively used as a hopeful technology with high access to distributed energy resources (DERs) and DC loads, due to the absence of multiple conversions. A high amplitude Fault current together with the vulnerability of electronic devices, poses a great challenge to the line protection in LVDC microgrids. Electromechanical switches are slow and take long tripping time to clear the short circuit fault. Power electronic circuit breakers are used to achieve fast fault interruption recent progress in areas like machine learning and natural language processing have affected nearly every assiduity and area of …

Systematic Study On Preparation And Characterizations Of High Performance Bimetallic Pt-Co/Sba-15 Catalyst In N-Heptane Isomerization, Talib M. Albayati, Khalid A. Sukkar, Nisreen S. Ali, Mahir A. Abdulrahman, Basheer A. Abdulhussein, Issam K. Salih, Narges Elmi Fard

ASEAN Journal on Science and Technology for Development

Bimetallic catalysts were prepared by deposition of 1% of loading of (Pt-Co) onto SBA 15 support using heterogeneous reaction for enhancing hydroisomerization and promoting hydrocracking for the decomposition of n-heptane. The catalytic performance of the catalysts was subsequently evaluated thereafter. Characterization of the prepared catalysts was done by various techniques, which include XRD, FTIR, BETBJH, SEM/EDS, and TEM. The temperature range studied for this catalytic activity was 250 to 400 °C, at atmospheric pressure in a plug-flow reactor. The experimental setup kept a very rigorous control over the temperature, flow rate for the reactants, and pressure, while gas chromatographic techniques …

Design Of An Economic Order Quantity–Based Dashboard For Vaccine Packaging Inventory Management, Hadi Susanto, Susmitha Canny, Alexandra Elizabeth Callistha, Shakira Dwi Purwandari, Naila Davina Aurelia

ASEAN Journal on Science and Technology for Development

Background: Timely availability of vaccine packaging is critical to pharmaceutical supply chain reliability, as packaging materials play a key role in maintaining cold chain integrity during distribution. Inadequate availability of packaging materials can disrupt vaccine delivery even when finished vaccines are ready for shipment. The case company faces frequent delivery delays, insufficient safety stock, and irregular replenishment of vaccine packaging materials, which have jeopardized the organization’s target of achieving a 90% on-time delivery rate.

Objective: To design and evaluate an Economic Order Quantity (EOQ)–based inventory dashboard for vaccine packaging that standardizes ordering decisions and strengthens stock visibility in pharmaceutical distribution …

Part 4: Arts And Culture In Hampton Roads: Exploring A Challenging Future, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Region Reports: Hampton Roads

Hampton Roads hosts a remarkably vibrant and dynamic arts and culture ecosystem. It includes not only high-caliber professional institutions such as the Virginia Arts Festival, Virginia Opera, Virginia Symphony Orchestra, and Chrysler Museum of Art—but many other museums and galleries, theaters and performance spaces, open-air festivals, creative districts, public art, independent artists and creators, large performance venues for outside talent, and a wide array of professional and amateur arts organizations. This chapter discusses the arts in Hampton Roads and explores its impact on the region.

When Are Foot Pursuits Really Necessary?: How Improved Policies Might Reduce Community Harm, Sharon R. Fairley

Public Law and Legal Theory Working Papers

Despite the widely accepted view that foot pursuits are inherently dangerous for both police officers and citizens, a minority of municipal police agencies have adopted policies that have the potential to minimize the risk of harm by limiting the circumstances in which police officers are permitted to pursue a subject on foot. This paper presents data related to foot pursuit incidents and existing foot pursuit policies. The paper documents that most existing foot pursuit policies are limited in their potential to reduce unwarranted deadly encounters because the guidance they provide requires officers to consider and weigh vague concepts in tense, …

Regulatory Design Choices For Ai: The What, The Who And The How, Aziz Z. Huq

Public Law and Legal Theory Working Papers

This chapter identifies three common design choices that must be made in the course of an effort to regulate artificial intelligence “AI”). By isolating the way in which those different sovereign regulators approach these choices in respect to AI, it is possible to evaluate more clearly the likely effects of regulation, and to better understand aspects of regulatory design that to date have been overlooked. First, the “what” of AI regulation is not just a matter of how “AI” is defined, but also which element of the technology stack is targeted by law: compute, data, or models. Second, the “who” …

Why Are Executions Becoming Crueler?, Deborah W. Denno

Faculty Scholarship

Since the modern death penalty era, this country’s six execution methods have become crueler over time. This article details the execution procedures adopted across death penalty states up to the end of 2025, analyzing their societal and cultural underpinnings and explaining how they were implemented, including their shared flaws, unscientific origins and protocols, and reliance on untrained, unqualified, or unknown executioners. While legislatures and courts claim that states move from one technique to the next to enhance greater humaneness, history shows that such switches are primarily propelled by constitutional challenges to a state’s particular technique. In theory, rendering a state’s …

The Surveillance Of System-Adjacent Individuals, Mariam A. Hinds

Faculty Scholarship

Although the Fourth Amendment protects against “unreasonable searches and seizures,” this right is not enjoyed by all people equally. Supreme Court jurisprudence has curtailed the Fourth Amendment privacy rights of individuals under probation or parole supervision. In this line of cases, the Court concluded that the government’s interest in monitoring supervisees, reducing recidivism, and promoting public safety outweighed their reasonable expectation of privacy.

However, surveillance mechanisms like probation and parole extend the criminal legal system’s carceral gaze beyond the supervisees and peer into the bedrooms and digital lives of their families, roommates, and communities, or who this Article calls system-adjacent …

Outbound Investment Restrictions And International Law’S Challenge, Harlan G. Cohen

Faculty Scholarship

The Outbound Investment Rule, restricting U.S. investment in certain Chinese advanced technology sectors, has largely been portrayed as an incremental measure, a modest extension to fill loopholes in the existing investment screening regime. But while perhaps the logical next step in the securitization of the economy, the Outbound Investment Rule actually reflects a momentous shift in the relationship between governments and business, one playing out in the United States and around the world and worth attention. Unlike traditional investment screening, the Outbound Investment Rule operates like a sanctions regime, designed not to protect the U.S. economy, but to hamper the …

Silencing As Blackening, I. Bennett Capers

Faculty Scholarship

We are so accustomed to seeing defendants sit silently at criminal trials while their lawyers speak that we hardly question it. Or we tell ourselves this silence is for their own protection, part of their privilege against self-incrimination and the rules we have created for their own benefit. But what if we've gotten everything wrong? What if encouraging defendants to remain silent does not inure to their benefit at all, but to the State's? And what if this silencing is tied to race? "Silencing as Blackening" tells a fuller story about silent defendants. One, that this silence is rarely voluntary, …

Medical Image Feature Extraction And Selection Based On Inception V3 And Gini Index For Cervical Cancer Cells Identification, Rachida Assawab, Mounir Ouzir, Badreddine Benyacoub, Abderrahim Electrochemical Sensor For Tenofovir Allati, Ismail El Moudden

Research and Infrastructure Service Enterprise (RISE) Faculty Publications

Background: Cervical cancer remains the fourth most common cancer in women globally, with 604,000 new cases annually. Early detection through cytological screening is critical, but manual interpretation suffers from high false negative rates and requires expert pathologists often unavailable in resource-limited settings.

Methods: We developed a novel hybrid framework combining InceptionV3-based deep feature extraction with Gini Index feature selection for automated cervical cancer cell classification. Using the Herlev dataset (917 Pap smear images: 242 normal, 675 abnormal), we extracted 2048 deep features and applied systematic feature selection to identify optimal discriminative subsets. Comprehensive clustering analysis (K-means, K-medoid, Fuzzy clustering) validated …

Prevalence And Correlates Of Anxiety And Depression Symptoms Among Medical Students: The Role Of Student Debt Burden, Foroozan Afsharchi, Joshua F. Edwards, Kailash S. Ram, Jingru Huang, Valicia Hale, Ismail El Moudden

Department of Family and Community Medicine Faculty Publications

Background

This cross-sectional study examined whether anxiety and depression symptoms decrease as medical students progress through training (suggesting adjustment disorder) or persist (suggesting chronic conditions), while identifying associated risk factors, including student debt burden and treatment effectiveness.

Methods

We surveyed medical students (years 1-4) at VHS-ODU using a sociodemographic questionnaire and validated screening instruments (GAD-7 for anxiety and PHQ-9 for depression) via RedCap from September to November 2024.

Results

Among 126 students, Scores were higher in Years 2-3 than in Years 1 and 4, but differences by year were not significant (GAD-7 p=0.055; PHQ-9 p=0.352). Students with a prior mental-health …

Small-World Simulations: A New Method To Test The Effect Of Legal Rules, Johannes Kruse

Coase-Sandor Institute for Law & Economics Research Paper Series

Small-world simulation exposes an artificial society to a legal rule and observes what its members do. The agents are driven by language models: their conduct is not stipulated in equations but reasoned in their own words. The architecture can be turned on any legal regime; personalized speed limits are the demonstration, chosen because rational-choice and behavioral predictions there conflict. Validated against documented driving patterns, the simulation generates behavior no one wrote into it. Because language models are trained on what people say rather than do, the method estimates orderings, not levels: a benchmark, not a substitute for evidence.

Promises Fulfilled: 114-Year-Old Alelia Murphy’S Life Of Faith And Resilience, Jacqueline B. Koonce

Bilingual and Literacy Studies Faculty Publications

Alelia Murphy was the oldest living person in the United States, turning 114 in July 2019 until her death in November 2019. She and her family credit her longevity to her faith in God. This premise is explored through her words as she stated she had not seen everyone she needed to see and compared that statement to Simeon from the Bible who did not die until he saw the Messiah. Alelia Murphy also had not seen everything. She was seeing the relative success of her much admired, former President Barack Obama, and she had just met me, her great …

Economic Instrumentality Report Of Work & Occc, Manuel A. Rivera, Stephen Pratt, Frank Badu-Baiden, Margaret Zorrilla

Hospitality+™ Center for Innovation and Training

This report presents a comprehensive overview of the workforce supporting the OCCC, based on a research partnership with the University of Central Florida’s Rosen College of Hospitality Management. The analysis integrates nine interconnected studies examining workforce characteristics, job satisfaction, quality of life, commitment, retention, financial sustainability, and perceptions of meaning in work. Findings are based on 299 valid responses, representing front-line, supervisory, and managerial employees across the Central Florida events and tourism ecosystem.

N-[3-(N-Tert-Butoxycarbonylaminooxy)Propyl]-2-[2-(3-Butynylcarbonylamino)Ethylthio]-1,3-Benzothiazole-6-Carboxamide, Gabriella G. Meisner, Nora N. Vegas, Christopher R. Shugrue

Chemistry Faculty Publications

We report the synthesis of a modified benzothiazole sulfide. This compound contains a heterocyclic core, a Boc-protected hydroxylamine, and an appended alkyne. This benzothiazole was accessed through three total steps, including an amidation reaction and two nucleophilic aromatic substitutions. The identity of the title compound was confirmed through ¹H, ¹³C, ¹H–¹H COSY, HSQC, and HMBC NMR, in addition to IR, MALDI-MS, HRMS, and HPLC.