Digital Commons Network^™

Autonomous Ai And Ownership Rules, Frank Fagan

Dickinson Law Review (2017-Present)

As artificial intelligence (AI) systems become increasingly autonomous, traditional notions of ownership will adapt. Historically, property rights have been grounded in traceability, enabling legal and economic systems to allocate ownership efficiently through doctrines such as accession (ownership by connection), and first possession (ownership by labor). Property law also recognizes that abandoned property, when considered untraceable to its original owner, can be efficiently reassigned through accession, ensuring that resources do not remain ownerless. However, autonomous AI systems capable of self-replication, self-governance, and independent economic activity complicate these established principles, raising new questions about how ownership should be determined when AI is …

Shock The System: Pouring Water On The Cpuc’S Income-Graduated Flat Rates In Favor Of More Effective Rate Structures, Benjamin Hill

Dickinson Law Review (2017-Present)

The volume of rate cases in the United States continues to increase, resulting in constant price hikes for utility customers. The battle between corporate profit and consumer financial satisfaction will likely continue. Considering these diametrically opposed interests, the California Public Utility Commission, at the behest of the California legislature, decreased the rate consumers pay for usage and added fixed fees based on income to utility bills. The broader goals of the Commission’s model are to maintain utility profitability, alleviate the financial burden consumers face, promote energy conservation, and develop energy efficient technology to combat greenhouse gas emissions. This Comment will …

It’S Gone To The Dogs: The Need For Regulation In Professional Service Dog Training, Crystal J. Elsner

Dickinson Law Review (2017-Present)

Currently, no state requires professional service dog trainers to pass any test or obtain any occupational licensure to prove their competency. While the Americans with Disabilities Act and its implementing regulations do not require that dogs complete a professional training program to be considered service dogs, many individuals with disabilities choose to use such programs. The unregulated nature of the industry allows inexperienced individuals to market themselves as professionals, which can harm not only the dogs receiving training but also the humans that will eventually take them home. Further, the lack of industry oversight leaves room for bad actors to …

Front Matter

Dickinson Law Review (2017-Present)

No abstract provided.

Guilty Till Proven Innocent: Pennsylvania’S Battle With Eyewitness Misidentification And Wrongful Convictions, Chante Whyte

Dickinson Law Review (2017-Present)

In his dissent in Watkins v. Sowders, Justice William J. Brennan of the United States Supreme Court found, “[T]here is almost nothing more convincing than a live human being who takes the stand, points a finger at the defendant, and says ‘That’s the one!’” Eyewitness identifications play a crucial role in the investigation and prosecution of crimes. However, the reliance on eyewitness testimony has also given rise to a significant issue within the criminal justice system: eyewitness misidentification. This phenomenon is now recognized as the leading cause of wrongful convictions in the United States. Over the years, extensive scientific and …

The Future Of Title Ix After House V. Ncaa, Abigail Perkiss

Dickinson Law Review (2017-Present)

In October 2025, attorneys representing current and former Division I college athletes filed preliminary briefs in the Ninth Circuit, calling on the appellate court to reverse the settlement in House v. NCAA,¹ which in April 2025 turned intercollegiate athletics on its head. The brief argued that the terms of the settlement stand in violation of Title IX of the 1972 Educational Amendments, the legislation that prohibited sex-based discrimination in education programs and related activities that receive federal funding. According to the settlement terms, 90 percent of the backpay is earmarked to fund men’s football and basketball players, 5 percent …

A Level Playing Field: Title Ix, The House Settlement, And A Sustainable Solution For College Athletics, Delaney Sniffen, Kirk Wolff

Dickinson Law Review (2017-Present)

Collegiate student-athletes are increasingly viewed as employees by scholars, judges, and the market, though not yet by colleges or Congress. As stakeholders press Congress to clarify, universities must balance NLRA labor rights for athletes who likely meet the employee test with Title IX obligations tied to federal funding; neither can be sacrificed. This Essay traces gender discrimination that constrained women’s sports; explains why many athletes satisfy the NLRA employee test; and underscores Title IX’s central role in women’s equal participation. It shows how recognizing athletes as employees would modify the Title IX analysis and create tension between collective bargaining and …

“You’Re Denying God”: Thoughts On Institutional Homophobia From Lgbtq-Affirming Staff And Faculty At Christian Colleges, Kaytlin Epperly

Doctor of Psychology (PsyD)

Over 4 million adults identify as LGBTQ Christians in the United States (Conron et al., 2020). Yet, despite increasing support in secular and religious circles alike, the LGBTQ community continues to face prejudice and discrimination in evangelical Christian spaces (Jones, 2026; Public Religion Research Institute, 2023). Unfortunately, much of this is experienced on Christian college campuses. During a crucial period of identity development, many emerging adults on these campuses struggle between their queer identities and Christian faith, leading to psychological distress, shame, and marginalization. However, previous research illustrates the integral role that social support plays in LGBTQ students’ wellbeing (Cook …

Relationships Between Substance Use, Adverse Childhood Experiences, Psychological Functioning, And Use Of Positive Coping, Jade Binford

Doctor of Psychology (PsyD)

Clinicians have attempted to understand substance abuse for years, and theories attempting to explain substance abuse have evolved. Theories have ranged from viewing the issue as a moral failure to interpreting it through a disease-oriented viewpoint. The self-medication hypothesis has been used to understand substance abuse and describes the issue as deriving from individuals seeking relief from psychological distress (e.g., emotional dysregulation, behavioral impairment, painful memories). Substance abuse has been linked to the experience of depression, anxiety, exposure to adverse experiences in childhood and adulthood, and trauma-related clinical diagnoses. The role of positive coping has been considered a function that …

Iere Annual Report 2026, Erin Largo-Wight, Heather Barnes Truelove, Kelly Rhoden, Jessica Barnes, Lauren Canady, Nicole Lowe, Ruby Cox, Sydney Barrett, Kathleen Hutton

Annual Reports

2026 Annual Report of the Institute for Environmental Research and Education

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 …

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). …

Constitutional Powers Midterm Exam, Jordan Reitzfeld

Open Educational Resources

Students apply constitutional principles and court decisions to contemporary questions about the powers of Congress, the president, and the judiciary. They defend positions on possible reforms and analyze property rights, copyright, and trademark issues.

Counting Constraints In Pomdps Based On Pid Controllers, Garrett Gmeiner, Patrick Quinn, Asmaa Alqurashi, Prem Swaroop Pochiraju, Mirajul Islam, Jackson Contreras, Sajina Pathak, Rwaida Alssadi, Sumana Boyapalli, Raghavendra Mallesha, Vijay Uppalapati, Javier Laboy-Jusino, Nikiraj Konwar, Muntaser Syed, Marius Silaghi

Electrical Engineering and Computer Science Faculty Publications

A Bayesian architecture is proposed for integrating counting constraints in the process of decision making with Partially Observable Markov Decision Models for robotics. In addressed problems, the counted events are detected with noisy sensors, making their detection uncertain. We handle their count as a random variable to be updated on observations. In our test scenario, an iRobot Create3 moves along a hallway and needs to count how many doors it passes while following the wall. After detecting that the given number of doors have been passed, the robot should turn around and return to the starting region. For this kind …

Enhancing Leisure Opportunities For People With Disabilities In Rural Communities, Joslyn Mary Nordmark

Occupational Therapy Capstones

Purpose. The purpose of this scholarly project was to promote access to leisure opportunities for people with disabilities in rural areas. The author addressed unmet needs among this population considering personal, occupational, environmental, cultural, and socioeconomic factors. The goal was to develop a product that provided opportunities regardless of abilities to promote leisure exploration and participation, social engagement, and life skill development for people with disabilities

Methods. The author conducted a needs assessment through a literature review following the Model of Human Occupation (MOHO), collaborations with site staff, and an on-site observation and environmental analysis. Data was examined to identify …

Increasing Leisure Exploration In Older Adults As They Age, Jackie Middendorf

Occupational Therapy Capstones

Background: As individuals age, it is common for them to experience deficits that impact how and where they age (Dieuleveult et al., 2017; Nakahara & Yokoi, 2024; Park et al., 2021; Rimland et al., 2016; Szanton et al., 2016). These deficits commonly impact functional mobility and their ability to complete self-cares, leading to them having to leave their homes or receive services (Dieuleveult et al., 2017; Feller & Baker, 2022; Lindquist et al., 2021; Mayo et al., 2021; Spang et al., 2024). Along with deficits with functional mobility and self-cares, older adults experience decreases in their social engagement and leisure …

Rebuilding Participation: Trauma-Informed Support For At-Risk Teens, Emily A. Funk

Occupational Therapy Capstones

Background: Over half of our youth population have experienced at least one adverse childhood experience (ACE) before they reach adulthood (Madigan et al., 2025). ACEs are major factors in increasing a child’s chances of making risky lifestyle choices that negatively affect their physical, emotional, and mental health (Atchison & Suarez, 2021; Felitti et al., 1998). Dysregulation, irrational behaviors, poor academic achievements, high levels of stress, and feeling a loss of purpose are some of the challenges that at-risk youth face (Atchison & Suarez, 2021).

Purpose: The purpose of this scholarly project is to develop a toolkit that contains indirect occupational …

Synergistic Sensitization Of Pancreatic Cancer Cells By Nanosecond Pulsed Electric Fields And Cold Atmospheric Plasma Via Amplifying Ros And Apoptotic Signaling, Zobia Minhas, Edwin A. Oshin, Lifang Yang, Chunqi Jiang, Siqi Guo

Bioelectrics Publications

Pancreatic cancer remains a highly lethal malignancy, with standard therapies offering limited benefits in advanced stages; thus, novel strategies that exploit specific cancer cell vulnerabilities are urgently needed. Building on our previous findings that nanosecond pulsed electric fields (nsPEF) combined with cold atmospheric plasma (CAP) produce enhanced cytotoxicity, this study investigates the molecular mechanisms underlying this synergy. Pan02 pancreatic cancer cells were subjected to nsPEF, CAP, or a combination of both. We assessed cell viability, reactive oxygen species (ROS) production, and mitochondrial integrity using metabolic assays, flow cytometry, and fluorescence microscopy. Apoptotic markers were evaluated via Western blotting and caspase …

Nanosecond Electric Pulses As A Novel In Situ Vaccination Strategy For Cancer Treatment: Mechanisms, Challenges And Prospects, Siqi Guo

Bioelectrics Publications

Nanosecond electric pulses (nsEPs) are an emerging pulsed-power technology with unique bioelectric characteristics distinct from conventional long-pulse electroporation. As a tunable physical modality, nsEPs can modulate intracellular structures, membrane dynamics, and signaling pathways. Increasing evidence supports nsEPs as a promising non-thermal tumor ablation approach due to their high spatial precision, preservation of critical tissue structures, and minimal adverse effects. One of the most significant discoveries associated with nsEP tumor ablation is the induction of potent systemic antitumor immunity, particularly in situ vaccination (ISV) effects and, in some cases, abscopal effects against distant untreated tumors. Substantial evidence demonstrates that nsEPs can …

Narrating The Gap: Generational Experience, Organizational Norms, And The Pursuit Of Cohesion, Nicole E. Madden, Jimmy A. Merino-Cruz, Laura G. Miller, Alice R. Smiley

Educational and Organizational Learning and Leadership Dissertations

Contemporary organizations are increasingly multigenerational, yet much of the existing literature frames generational difference through simplified cohort categories that obscure the relational, structural, and interpretive conditions shaping organizational life. This dissertation examines how individuals across generational experiences make sense of their interactions with one another in organizations, particularly focused on tensions between generational identity and organizational norms. Generational Theory, Organizational Sensemaking, and Narrative Identity informed this study, highlighting the socially constructed, contextually mediated, and narratively interpreted nature of generational experiences rather than fixed or universal. A constructivist qualitative design rooted in narrative inquiry drew upon semi-structured narrative interviews with nine …

Crimes Of The Powerful And The Looting Of Contemporary Nigeria: An Integrated Theoretical Perspective, Charles Ubah

African Journal of Criminology and Justice Studies

Crime of the powerful is a humongous social problem with the potential to ravage development and threaten the corporate existence of nation states. The case of contemporary Nigeria is the focal point of analysis in this paper. The objective of the paper, therefore, is to investigate the menace in Nigeria from an integrated theoretical perspective. The methodology was exploratory survey and review of literature which were content analyzed. The theoretical framework is a kind of Modified Multiple Reinforcing Social Forces Theory. Findings indicate that, beside its high prevalence rate, elite criminality in the various forms of corruption, property and environmental …

Intermittent High-Fat, High-Sugar Access During Adolescence Drives Binge-Restriction Feeding And Reduced Weight Gain In A Food Unpredictability Model, Calvin G. Miller

CMC Senior Theses

Food insecurity affects nearly 48 million Americans and 318 million people worldwide, with very low food security disrupting normal eating habits through “feast-or-famine” episodes characterized by cycles of food overconsumption followed by restriction. This dietary pattern alters dopamine signaling within the mesocorticolimbic system — brain circuitry intimately linked to reward processing. This system includes the ventral tegmental area (VTA) and prefrontal cortex (PFC). Overstimulation can be promoted through sporadic high-fat, high-sugar diet (HFHSD) exposure, promoting dopamine neuron architecture alterations and binge-eating behavior. Adolescence represents a vulnerable window, as mesocorticolimbic dopamine projections undergo maturation during this period. Though evidence links food …

Understanding The Flow: Deconstructing The Link Between Immigrants And Fentanyl, Madeline F. Nesbitt

CMC Senior Theses

This thesis explains how a false link between undocumented immigration and fentanyl becomes widely accepted in the United States. Empirical data show that most fentanyl enters through legal ports of entry and that U.S. citizens account for the majority of those caught transporting it. Why, then, do 41% of Americans attribute overdose deaths to migrants trafficking fentanyl? This project examines how this myth is built, repeated, and sustained, and what policy consequences follow from it.

When complex social problems lack clear culprits, political actors often manufacture them through scapegoating. Current literature documents how political actors link immigrants to drug crimes, …

Volatility Modeling With An Application To Risk Parity Portfolios, Kenneth Hou

CMC Senior Theses

This thesis studies volatility modeling in the context of risk parity portfolio construction. I compare three risk parity portfolios that differ only in their underlying volatility model: a historical covariance baseline, a Bayesian stochastic volatility model, and a GRU–GARCH hybrid neural network. Using daily returns on Kenneth French’s five industry portfolios from January 2016 through December 2025, I construct monthly rebalanced portfolios under each model, with the SV and GRU forecasts embedded in hybrid covariance matrices that combine forecasted volatilities with rolling historical correlations. The results document a divergence between forecast accuracy and portfolio performance: the SV model is the …

Morals Without Movement: Veganism, Contentious Politics, And The Lifestyle Politics Constraint, Luke M. Carfaro

CMC Senior Theses

This thesis examines whether veganism constitutes a social movement through Social Movement Theory frameworks, emphasizing Sidney Tarrow's Power in Movement. Through analysis of veganism's empirical properties (collective challenge, common purpose, collective identity, and sustained interaction) and key procedural mechanisms (framing, mobilizing structures, and repertoires of contention), this thesis determines that veganism fails to meet the empirical criteria of a social movement and is more accurately classified as a lifestyle movement—a movement in which political participation is expressed through private consumption rather than sustained collective contention. Using the Make America Healthy Again movement as a counterexample, this thesis comparatively illustrates …

Rank Rebalancing In Commodity And Foreign Exchange Markets, Prateek D. Vyas

CMC Senior Theses

This thesis empirically tests the rank-rebalancing mechanism of Stochastic Portfolio Theory (SPT) across commodity futures, foreign exchange futures, and equity ETFs. The Reverse Price-Weighted strategy (RPW) assigns, to each asset, the market weight of the asset at the opposite price rank, and generates an annualized excess return of 2.90% over the price-weighted (MKT) commodity benchmark, during the period of November 1977 to October 2025 (HAC t = 2.058, p = 0.040). The differential Sharpe ratio (dSharpe) of 0.245 is confirmed by a stationary block bootstrap, with a 𝑝-value of 0.015, and factor regressions controlling for carry, momentum, and value yield …

Cultural Dissonance: Western Hierarchical Structures In Unesco’S Representative List Of The Intangible Cultural Heritage Of Humanity, Chumnan J. Sangsvang Iii

CMC Senior Theses

This paper explores how the heritage ideologies of the academic and legal traditions of the “West” have exerted influence over the modern conception of heritage in order to fulfill their own ideas of value. It uses a combination of anthropological theory, ethnographic research, and international law to analyze this phenomenon, first identifying the theory and history behind culture, heritage, and civilization in international law. The paper then goes on to analyze UNESCO’s ICH designation and the consequences of Western heritage construction from 4 case studies, each variably removed from the West: Cases from Greece, Uruguay, Malawi, and Tonga will identify …