Digital Commons Network^™

Spectrum Of Neurodevelopmental Disorders In Children Attending A Developmental Clinic In Dar Es Salaam, Tanzania, Aleya Zulfikar Remtulla, Sumayyah Nasiruddin Saudin, Orujul Hassan, Mariam Noorani

Paediatrics and Child Health, East Africa

Background: Neurodevelopmental disorders (NDDs) in children present significant challenges for healthcare systems globally. In Tanzania, children with NDDs and their families face significant challenges due to late diagnosis, lack of standardized screening tools, widespread stigma and cultural beliefs that deter health-seeking behaviours. Awareness about NDDs is low, and financial constraints further complicate access to necessary medical interventions. The country suffers from a severe shortage of specialized healthcare providers, and general healthcare providers often lack adequate training. Additionally, limited specialized facilities, high treatment costs and insufficient healthcare policies dedicated to NDDs make it difficult to manage these conditions effectively. Understanding the …

The Library Of Congress At A Crossroads: Executive Overreach And The Future Of Public Knowledge, Leslie A. Street, Amanda M. Runyon

Library Staff Publications

This Article argues that the removal of the Librarian of Congress and the Register of Copyrights exposed a dual vulnerability: a constitutional breach of the separation of powers and a cultural threat to the nation’s knowledge infrastructure. The Library’s structural ambiguity—its simultaneous identity as a legislative library, national library, and copyright agency—has left it vulnerable to executive overreach. By asserting control over an institution designed to serve Congress and safeguard America’s intellectual heritage, the President destabilized a statutory framework that has endured for over two centuries. To protect both constitutional integrity and the Library’s role as custodian of national memory, …

Mirabile Dictu: The Bryn Mawr College Library Newsletter 29 (2026), Bryn Mawr College Library

Mirabile Dictu: Newsletter of the Bryn Mawr College Libraries

No abstract provided.

Machine Learning-Based Intrusion Detection System For Iot Networks Using The Rt-Iot 2022 Dataset, Bukunmi Ebenezer Afolabi

Theses, Dissertations and Capstones

The rapid expansion of the Internet of Things (IoT) has transformed modern computing by enabling seamless connectivity among heterogeneous devices across diverse application domains. However, this increased interconnectivity has significantly enlarged the attack surface of IoT networks, exposing them to a wide range of sophisticated cyber threats. Conventional security mechanisms often lack the capability to detect emerging attacks in real time, thereby necessitating the development of intelligent Intrusion Detection Systems (IDS) capable of accurately identifying malicious network activities. This study developed and evaluated a machine learning-based intrusion detection framework for multiclass IoT attack detection using the RT-IoT2022 dataset. The dataset …

Querer Es Poder: First-Generation Latinx Students From Central Coast Navigating Higher Education Post-Pandemic, Diana Yahaira Valle

Dissertations

This qualitative study examined how the COVID-19 pandemic shaped the educational experiences, goals, and aspirations of First-Generation Latinx students from California’s Central Coast attending selected CSU campuses and identified the critical non-academic factors influencing their post-pandemic college navigation. Guided by two research questions, the study explored (1) the role of the pandemic in shaping students’ experiences and aspirations, and (2) the economic, familial, and academic factors affecting their preparation for and persistence in higher education. Findings revealed that students navigated prolonged economic strain, intensified family responsibilities, mental health challenges, and identity negotiation within liminal spaces, while drawing on cultural wealth …

Investment Law, Justice, And Sustainable Development, Frank Emmert, Begaiym Esenkulova

GHEA21 Open Educational Resources

This book is focused on international investment law, justice, and sustainable development. It is intended as a study and research resource for anyone interested in investment law and investor-state dispute settlement (ISDS). It is widely recognized that states receiving foreign direct investment (FDI) often greatly benefit from it, as FDI is one of the driving forces of economic development. Nevertheless, FDI can also cause environmental harm, social unrest, a ‘race-to-the-bottom’ in regulatory standards as well as other negative consequences, if not properly regulated. As FDI may have a double-edged impact, both positive and negative, it is important for states not …

Source & Solidarity, Sari Mazzurco

Faculty Journal Articles and Book Chapters

Trademark law has become the new frontier of unionbusting. Companies like Trader Joe's, Starbucks, and Medieval Times have brought unprecedented suits against their employee unions for trademark infringement in relation to their organizing activities. This sort of litigation puts courts in the difficult position of reconciling trademark protection with unionization rights. Their attempts to apply standard trademark doctrines in this context reveal a deeper problem: Current trademark law is incoherent when applied to labor unions.

This incoherence stems from a disconnect between current trademark law and the original purpose behind its application to labor unions. This Article recovers that basis …

The Fight For Comprehensive Sex Education Legislation: A Comparative Law Analysis Of Policies In The United States And The Philippines, Angeliki Harris

California Western International Law Journal

No abstract provided.

Contras And Climate Change: Can State Responsibility Tests For Paramilitary Activities Be Applied To Climate Change?, Nicolas Tavano Hall

California Western International Law Journal

No abstract provided.

Critical Success Factors For An Effective Security Risk Management Program: An Exploratory Case Study, Jason A. Williams, Humayun Zafar, Saurabh Gupta

Faculty Articles

This paper evaluates the perceived effectiveness of the security risk management (SRM) programs at a Fortune 500 firm. Layers of management and staff participated in the study. Perceived effectiveness of their SRM programs was based on nine critical success factors (CSFs). Interviews confirmed six initial CSFs (Executive Management Support, Organizational Maturity, Open Communication, Risk Management Stakeholders, Team Member Empowerment, and Holistic View of an Organization) that were extracted from the literature. They were confirmed and synthesized with three additional CSFs (Security Maintenance, Corporate Security Strategy, and Human Resource Development). Implications for SRM are discussed.

Regulating For Birth Justice, Jamille Fields Allsbrook

Lewis & Clark Law Review

Impacted persons have shared accounts of traumatic birthing experiences, and advocates have raised the alarm on the urgent need to advance birth justice. Despite this raised awareness, women and birthing people are still dying and suffering unnecessarily. Even more, systems are still structured to impede birthing choices, particularly those from marginalized communities such as Black and Indigenous women. Notably, over 80% of U.S. maternal deaths are preventable, according to federal government data. Ironically, the same laws and systems that have created, perpetuated, and tolerated birth injustices can be leveraged to move the country towards birth justice. On the national level, …

Taking Off The “Blindfold”: Exploring Montana’S Public Trust Doctrine And The Right To A Clean And Healthful Environment After Held V. Montana, Lizzy Gazeley

Lewis & Clark Law Review

As global average temperatures continue to rise, the threat of climate change looms closer. To evade climate catastrophe, greenhouse gas emissions will need to be substantially reduced. Despite climate change’s imminent risks, in the United States, both the federal government and states remain resistant to transitioning away from fossil fuel energy sources. To combat this government inaction, some litigants have turned to an ancient doctrine. The public trust doctrine provides that sovereigns must protect natural resources from substantial impairment to ensure the public’s right to use those resources.

In Held v. Montana, youth plaintiffs alleged that the State of Montana …

Law And The Moral Geography Of Urban Education, Rebecca Horwitz-Willis

Lewis & Clark Law Review

In contemporary discussions, urban schools are often labeled as “bad,” while suburban schools are generally regarded as “good.” These assessments are typically based on achievement metrics, resource allocations, and the demographics of student populations. However, this Article offers a new lens through which to analyze the valuation of urban schools: the relationship between local vice regulation and what I term “educational geographies” in urban areas. Specifically, it argues that the location of vice institutions in cities has disproportionately impacted Black neighborhoods, thereby devaluing the educational geographies within these communities. These distributions do not just impact market value, but rather, also …

A Scope For Survival: Creating A Path For The Pregnant Workers Fairness Act Under A Conservative Administration And Supreme Court Bench, Emily Easton

Lewis & Clark Law Review

The Pregnant Workers Fairness Act (PWFA) requires employers to provide reasonable accommodations for known limitations related to pregnancy, childbirth, or related medical conditions, representing a bipartisan congressional effort to fill the gaps in workplace protections afforded to pregnant workers. However, the Equal Employment Opportunity Commission’s (EEOC) final rules interpreting the PWFA have generated significant legal and political controversy—especially around the broad interpretation of the definition of related medical conditions to include lactation, “elective” abortions, menstruation, infertility, and contraception.

Given the current political and legal climate presented by a conservative federal administration and Supreme Court bench, this Note proposes a pragmatic …

Never Cool Enough: Legal And Policy Challenges To Keeping Data Centers And Communities Empowered In A Warming World, Cristina M. Banahan, Diana B. Wilkinson

Lewis & Clark Law Review

In a rapidly evolving world, artificial intelligence (AI) and cryptocurrency are two technologies at the forefront of the future. Although these developments promise many potential societal benefits and revenue, they come with a price. The data processing required to operate these new technologies demands a large amount of energy, using water to cool the systems and enable them to run without overheating. With such high water and energy demands, the benefits from these technological advancements come at a steep environmental cost. Despite the negative environmental impacts of these data centers, the Trump Administration continues to roll back environmental protections. The …

A Strategic Approach To “E”Sg Reporting, Taylor Nchako

Lewis & Clark Law Review

Environmental, Social, and Governance (ESG) factors have emerged as an important investment tool for the financial sector to address climate change. While the federal government has abandoned ESG disclosure, U.S. firms still face reporting obligations domestically and abroad. States across the country have proposed or passed two types of disclosure laws: greenhouse gas emissions disclosure and climate risk disclosure. These state-level efforts mirror actions in the European Union, Canada, and other jurisdictions in which U.S. firms operate.

As ESG disclosure standards are adopted in jurisdictions around the world, these standards are undergoing various advancements, reductions, and contestations. These shifts in …

Corporate Climate Litigation In Europe: Scaffolding From State Obligations And The Rise Of Polluter-Pays, Joana Setzer, Nina Koistinen, Catherine Higham, Lucas Biasetton

Lewis & Clark Law Review

Over the last decade, Europe has been the crucible of path-defining climate cases. Across the region, courts have been asked to define the limits of public and private responsibility. This Essay argues that corporate climate litigation in Europe has developed along two intersecting trajectories that together define an emerging framework of climate accountability. The first extends public-law standards to corporations, translating human rights and carbon-budget principles into private-law duties of care, due diligence, and disclosure that reach across entire value chains. The second trajectory sees the emergence of polluter-pays litigation, which seeks to proportionate damages and adaptation costs from major …

Regulated Victimization: The Rise Of Human Trafficking Within The Oregon Massage Industry, Hannah Beaulieu

Lewis & Clark Law Review

Illicit massage businesses are massage spas that appear to operate as legitimate businesses but facilitate commercial sex acts behind closed doors. Recent law enforcement investigations in Oregon have revealed that some illicit massage businesses have facilitated the human trafficking of multiple victims. The illicit massage industry has steadily grown across the country but has especially boomed in recent years in Oregon. This Note investigates how the illicit massage industry has evolved to be so prevalent in our communities and what factors have contributed to the growth. It goes on to recommend ways to protect victims, to prevent further harm, and …

Cfd-Coupled Multi-Objective Optimization Of A Solid Oxide Electrolysis Cell Stack, Erin Webb

Theses, Dissertations and Capstones

Solid oxide electrolysis cells (SOECs) can convert steam into hydrogen with lower electrical demand than lower-temperature electrolysis technologies. Their performance depends on coupled fluid flow, heat transfer, species transport, and electrochemical behavior, which makes optimization difficult because improving one response can negatively affect another. Detailed computational fluid dynamics (CFD) can capture these interactions, but the computational cost makes trial-and-error design impractical. This thesis develops a three-dimensional model of a two-cell planar SOEC stack in ANSYS Fluent and couples it directly to a customized NSGA-II in MATLAB. Each candidate design is evaluated using the CFD model rather than a surrogate. Eight …

Empirical-Based Model Of Spatio-Temporal Errors, Godwin Naaba Ndaa

Masters Theses

This research develops an empirical model to characterize spatial-temporal InSAR errors and improve the accuracy of deformation time-series analysis. Using standardized Sentinel-1 HyP3 products and MintPy, the study quantifies how correlated noise affects velocity precision and validates the results against continuous GNSS velocities.

Residual velocities are near-Gaussian, with σ ~0.92–2.04 cm/yr and ~1 cm/yr on average. Variograms show power-law spatial structure with a non-zero nugget implicating troposphere and decorrelation while errors drop exponentially with more acquisitions; spatial uncertainty is strongly affected by unwrapping errors, coherence, and tropospheric noise, not simply troposphere.

A comparative assessment of on-demand cloud processing with other …

Wattage- And Composition-Dependent Ocular Surface Toxicity: An In Vitro Study On E-Cigarette Aerosol Exposure In Human Corneal Epithelial Cells, Tzu-Ling Lin

Masters Theses

As electronic cigarette consumption continues to escalate globally, its impact on non-respiratory mucosal surfaces, particularly the ocular surface, remains largely understudied. This study investigated the toxicological effects of e-cigarette aerosols using a human corneal epithelial cell (HCE-2) model. Our findings reveal that aerosol exposure induces a significant, dose-dependent reduction in cell viability, exacerbated by higher device wattage and specific flavor agents such as watermelon. Exposure was found to trigger intracellular oxidative stress and the activation of apoptotic pathways, leading to programmed cell death. Furthermore, the upregulation of proinflammatory cytokines suggests that vaping may predispose users to chronic inflammatory conditions of …

Aura-Visionpose: Creating Datasets For Vision-Based Pose Estimation, Mohanad Alameer

Masters Theses

"Spacecraft rendezvous is an integral part of many orbital missions, including active space debris removal (ADR) and in-orbit servicing, assembly, and manufacturing (ISAM). Traditionally, rendezvous missions rely mainly on manual ground-based control to perform rendezvous and docking. While this can be effective on an individual basis, it becomes less practical at scale. Autonomous vision-based methods can reduce reliance on human control, and may improve scalability, response time, and reduce the possibility of human error for both ADR and ISAM. This work lays the necessary groundwork for developing a machine learning (ML) model for autonomous rendezvous by creating a labeled image …

Exploring The Temporal Context Of Abusive Supervision, Alexandra Kandah

Graduate Studies Theses and Dissertations 2026

This dissertation examined the temporal dynamics of abusive supervision and their implications for employee burnout and turnover intentions. Drawing from gestalt characteristics theory and uncertainty management theory, this research investigated whether the timing, frequency, variability, and change in abusive supervision influence employee outcomes beyond traditional cross-sectional conceptualizations. Study 1 used a qualitative design to explore how abusive supervision unfolds over time. Fourteen working adults reporting a past abusive supervisor participated in semi-structured interviews focused on the temporal dynamics of their experience with abusive supervision. Results indicated that abusive supervision often began early, recurred frequently, and was characterized by unpredictability and …

Understanding Wage Theft: Beyond The Numbers Through Community Practice, Lived Experience, And Research, André Simões Da Silva, Lenita Reason, Cristina Araujo Brinkerhoff

Gastón Institute Publications

Wage theft is a widespread form of labor exploitation that disproportionately affects immigrant and other vulnerable workers. This report examines the scope and impact of wage theft in Massachusetts by analyzing case data from the Brazilian Worker Center (BWC) alongside wage and labor enforcement data from the Massachusetts Attorney General’s Office (AGO). The analysis demonstrates how wage theft affects immigrant workers across industries, with particularly high numbers of cases in construction, cleaning, and hospitality. The data also reveal significant gaps in the reporting and enforcement of wage violations, particularly among domestic workers, whose cases are likely substantially underrepresented in available …

Exploring The Benefits Of Virtual Learning Environments For Students With Autism Spectrum Disorders, Kenton Louis-Jean

Theses and Dissertations

This qualitative phenomenological applied dissertation explored the lived experiences of K–5 teachers who worked with students with Autism Spectrum Disorder (ASD) in virtual learning environments. As virtual instruction became increasingly prevalent in K–12 education, limited research had examined how teachers adapted instructional practices to meet the cognitive, sensory, and engagement needs of students with ASD in online settings. This study addressed that gap by examining educators' firsthand perspectives on implementing virtual instruction for students with ASD.

Data were collected through semi-structured interviews with eight K–5 teachers who had experience teaching students with ASD in virtual or hybrid learning environments. Participants …

Perceptions Of Black And African American Nurses On Leadership And Access To Professional Opportunities In Healthcare Within A Multicultural Workplace And How This May Impact Their Decision Making: A Phenomenological Study, Saeeka S. Richards

Theses and Dissertations

This applied dissertation is designed to provide a more compelling understanding of the perceptions of leadership and access to professional opportunities in healthcare within a multicultural workplace among Black and African American nurses. It is designed to explore their feelings and actions in dealing within a multicultural workplace as these relate to how they view leadership and how they perceive professional opportunities in their field. It will highlight how they manage themselves and cope with feelings of cultural dissonance when aspects of their own culture may collide with characteristics of other cultures. This research aims to bring awareness to the …

1981, Carliss N. Chatman

Faculty Journal Articles and Book Chapters

42 U.S.C. § 1981 should have solved a pervasive problem in American capitalism—when white economic interests do not converge with the contract rights of Black people, they are excluded from the market in a way that causes systemic harm. This Article proposes that the failure to enforce 1981 in the past may render it more harmful than beneficial in the present climate of retrenchment. The realities of racism combine with the lack of economic interest convergence to make combatting contract inequality on a contract-by-contract basis legally precarious, nearly impossible to properly evaluate, and difficult to economically incentivize. This is in …

Facilitating Mortgage Modification To Save Homes And Mitigate Lender Losses, Julia Patterson Forrester Rogers

Faculty Journal Articles and Book Chapters

Homeowners in financial distress or whose homes have been damaged by natural disaster may avoid foreclosure if their lender agrees to modify the loan to reduce payments. Commercial loans may also be modified to avoid foreclosure or in response to changed circumstances or changing market conditions. Although loan modifications are generally beneficial to both borrowers and lenders, barriers to modification exist. The Consumer Financial Protection Bureau (CFPB) has addressed some of the roadblocks to residential loan modifications by regulating the procedures that mortgage servicers must follow in dealing with delinquent borrowers, but the CFPB and its regulations are at risk …

Let’S Modify Safety Valve To Value Family Ties, Laura Ginsberg Abelson

Faculty Journal Articles and Book Chapters

Federal sentencing law has long struggled to balance the breadth of drug conspiracy liability with the prin­ciple of proportional punishment. The statutory “safety valve” provision, codified at 18 U.S.C. § 3553(f) and mirrored in the U.S. Sentencing Guidelines, was designed to provide relief from mandatory minimum sentences for low- level, nonviolent offenders. Yet its requirement that defendants disclose all information concerning the offense sometimes places family-member codefendants in an untenable position: they may avoid harsh penalties only by incriminating loved ones. The requirement also conflicts with other provisions of the Guide­lines that provide guidelines reductions, but not relief from mandatory …

Rethinking Courtroom Presence In The Virtual Era, Jenia Iontcheva Turner

Faculty Journal Articles and Book Chapters

Technological innovation has made virtual appearances by criminal defendants increasingly common. These appearances have advanced efficiency but also raised questions about the scope of both the right and the duty of defendants to be physically present in court. Should judges, for example, be allowed to hold virtual arraignments, even if a defendant wishes to appear in person? Can defendants opt for virtual appearances at will? While courts are beginning to address these questions, they have yet to develop a coherent framework to evaluate when virtual appearances are constitutional and appropriate. This Article seeks to contribute to this project by examining …