Digital Commons Network^™

French Reactions To 9/11: An Analysis Of French Newspaper Articles Published September 12, 2001, Rose Plottel

IPHS 200: Programming Humanity

This research presents a hierarchical cluster analysis and aspect based sentiment analysis (ABSA) of French newspaper articles about the September 11 attacks published on September 12, 2001. The study focuses specifically on the key thematic clusters discussed across these articles and the variance in sentiment scores across them. Using Dendrogram Hierarchical Modeling and ABSA, the model identified six thematic clusters and measured thematic scores for each cluster as well as their key terms on a scale ranging [-1,1]. The analysis revealed simultaneous sympathy for the American people alongside scrutiny of potential American retaliation.

Sentiment Oscillations In Mafia Cinema: Using Sentiment Analysis To Quantify The Critical Disparity Within The Godfather Trilogy, Andrew Vera

IPHS 200: Programming Humanity

This project uses sentiment analysis technology to examine the screenplays of The Godfather trilogy. Sentiment analysis generates data based on dramatic dialogue, rating each line on a sentiment scale that indicates the level of emotional intensity or neutrality, as well as whether the sentiment is positive or negative. By using this technology, the study identifies the unique curves of each film, allowing for a comparison of narrative peaks and valleys that helps explain the disparity between the series' acclaim and its criticism. Additionally, by measuring the sentiment arc disparities, the study seeks to illustrate why the first two films in …

Reading Between The Taglines: Regional Topic Frequencies In Reality Television Narratives, Ava Fattahi

IPHS 200: Programming Humanity

This project uses topic and word frequency arcs to explore a seemingly frivolous yet ultimately revealing part of modern TV: The Real Housewives franchise (2006-). By looking at the taglines the women use to introduce themselves along with full transcripts of episodes, I want to examine how the mood and language of different cities change from region to region of the wildly popular series. I focus on a small sample size of three areas: the West Coast (Beverly Hills), the Northeast (New York City), and the South (Atlanta). Based on what I have noticed as a longtime viewer of the …

Internal Resonance Of A T-Shaped Electrostatic Levitation Actuator, Ali Eskandari, Mohammad Alzgool, Yu Tian, Mohammad I. Younis, Shahrzad Towfighian

Mechanical Engineering Faculty Scholarship

This study explores the internal resonance of a T-shaped beam subjected to electrostatic forces at the MEMS scale. The actuator's unique configuration includes a side substrate, a fixed bottom substrate, and a suspended beam, enabling out-of-plane movement when excited. The T-shaped beam is designed to have a commensurate ratio of 1:2 between the fifth and sixth modes. The mathematical model of the system is developed and the shooting method is used to solve the reduced order model. Theoretical and experimental results reveal the interaction of two modes. The results indicate that due to the exchange of energy between the two …

Ethical Sourcing In The Context Of Health Data Supply Chain Management: A Value Sensitive Design Approach, Camille Nebeker Edd, Ms, Ellen Wright Clayton, Et Al.

Vanderbilt Law School Faculty Publications

Abstract

Objective

The Bridge2AI program is establishing rules of practice for creating ethically sourced health data repositories to support the effective use of ML/AI in biomedical and behavioral research. Given the initially undefined nature of ethically sourced data, this work concurrently developed definitions and guidelines alongside repository creation, grounded in a practical, operational framework.

Materials and Methods

A Value Sensitive Design (VSD) approach was used to explore ethical tensions across stages of health data repository development. The conceptual investigation drew from supply chain management (SCM) processes to (1) identify actors who would interact with or be affected by the data …

Resilient Families, Thriving Communities, Melanie Phillips

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: My goal as a future marriage counselor is to reduce the number of marriages that end in divorce in my community. I aim to achieve this through preventative measures designed to increase relationship resilience and promote the overall well-being of families and the community. Significant Findings: This paper explores the rising divorce rates in Thatcher, Arizona, and highlights preventative measures to strengthen marriages in order to reduce marital dissolution. Key findings suggest that proactive interventions, such as marriage education programs and the passing of pro-marriage public policies, are more cost-effective than addressing the consequences of divorce (U.S. National …

Suicide Prevention And Mental Health Advocacy Among Pre-Adolescents And Adolescents In Columbia County, Georgia, Savannah Lyons-Becker

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: The goal of this portfolio is to reduce the risk of suicide in Columbia County, Georgia by providing preventative psychoeducation, destigmatizing mental healthcare, and looking at how we can improve mental health in the community. Significant Findings: Suicide among pre-adolescents and adolescents in Columbia County, Georgia is a critical mental health concern in our community. Studies show we have a 16 per 100,000 suicide rate in our county, which is larger than both the state and national average (County Health Rankings & Roadmaps, 2025), and suicide is the leading cause of death among ages 10-14 in Georgia, which …

Housing Instability And The Prevention Of Recidivism In Travis County, Helen Carter

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: To reduce and prevent homelessness for those individuals being released from incarceration to aid recidivism prevention, through the expansion and maximization of re-entry programs prior to release. Significant Findings: Both homelessness and recidivism are significant problems in the Travis County area. Data showed over 6,000 individuals were unhoused per day in 2024 (ECHO, n.d.), with recidivism costing the state of Texas almost $370 million per year. There is also a strong association between having been incarcerated, being unhoused, and subsequent recidivism, with a 10 times higher likelihood of being homeless (Couloute, 2018). In addition, this demographic faces many …

V.1 Fall 2025, Center For Arts & Language, Students Of Risd, Risd Archives

All Student Newspapers

v.1 is a publishing platform for the ongoing work, ideas, discussions, debates, and aspirations of students at the Rhode Island School of Design. The Fall 2025 issue contains articles on the intersection of the natural world and human experience, technology, identity, immigration, activism, divestment, institutional history, political resistance, decolonization, and the digital vs. physical realms. The issue contains experimental poetry, visual essays, and reflections on the "nature of publication".

Multilateral Organizations And Health Emergency Management During Crisis: The Case Study Of The World Health Organization During Covid-19 Pandemic, Aya Helmy Hamada

Theses and Dissertations

Multilateral organizations, such as the World Health Organization (WHO), play a key role in managing health emergencies during crises. During the COVID-19 pandemic, WHO achieved significant progress by supporting countries with technical assistance, guidelines, and essential resources. As well as providing technical guidance, sharing information, and coordinating among member states. This experience highlighted the importance of WHO in tackling global public health problems and showed how multilateral collaboration can help address complex challenges. Moreover, risk and crisis communication proved to be a critical part of WHO’s response, ensuring that clear and timely information reached the public and stakeholders. Despite these …

Attribution As Architecture In The Digital Age, Laura A. Heymann

Faculty Publications

As technology changes, one thing remains constant: human creators seem to care about attribution, whether as creators or as audience members. Current U.S. law lacks the means for many creators to effectively address attributional interests, and experience has shown that top-down, imposed technological solutions can fail to gain the necessary buy-in and adoption. The best approach, examples suggest, is for platforms to think of attribution as part of the architecture of their systems, but to take their cues from user-developed, individualized solutions, which will not only be more responsive to user interests but also allow adaptation as interests change and …

Supporting Young Children’S Composing Practices Through Pre- And Post-Writing Conversations, Jackie Ridley, Rebecca Rohloff, Xiao Zhang, Margaret Quinn

Journal of Response to Writing

In this teaching tip, we propose purposeful pre- and post-writing conferences as a teacher practice to support young children’s early writing practices. We share how teachers can facilitate children’s idea development through conversational moves during writing conferences and provide a model for what this could look like using a task-based composing prompt.

Attachment Styles Connection To Teacher Burnout, Erica Jaeschke

Master's Theses & Capstone Projects

Teacher burnout has become a concern, as teachers are leaving the classroom more frequently than in the past. A teacher's attachment may be associated with the development and persistence of teacher burnout. The problem with this topic is that teachers are leaving the classroom at alarming rates, which is problematic because schools will not have the support they need to educate future generations. This study aims to determine whether teacher burnouts are associated with specific attachment theories. A quantitative method was employed through voluntary survey questions, and 18 teachers participated.

Employing Local Partnerships To Cultivate Student-Centered Business Curriculum, Emily A. Blok

Master's Theses & Capstone Projects

Students sitting in high school business classes are often distracted, dissatisfied, and bored with the curriculum that teachers are expected to teach. There is a lack of resources and time when it comes to truly engaging students and preparing them for their futures, but research has shown that many students often pursue degrees or some element of business in their post-secondary education, not to mention the skills and capacities developed in business classes make their way into every student’s daily life. This study aims to identify the curriculum that would be best for high school students to engage in, so …

The Impact Of Play-Based Learning On Preschool Engagement And Goal Progress, Jennifer Martin

Master's Theses & Capstone Projects

This capstone research project explored the impact of play-based learning on preschool student engagement and progress toward individualized learning goals. Data points were collected using both quantitative and qualitative methods, including observational charts and anecdotal notes. Findings indicated that structured play opportunities increased peer interaction, persistence, and sustained engagement for students’ who initially demonstrated low participation with activities and with peers. The results suggest that intentional play-based learning environments provide natural opportunities for children to make measurable progress toward their developmental goals. Implications for practice, limitations of the study, and recommendations for future research are discussed.

Effective Strategies For Creating Inclusive Ell Curricula In Multicultural Classrooms., Katie Struck

Master's Theses & Capstone Projects

This inquiry-based capstone project examines effective strategies for creating inclusive curricula for English Language Learners (ELLs) in multicultural classrooms, with a focus on leveraging students' first languages (L1) to reduce language barriers and promote motivation, cultural representation, and equitable academic outcomes. Amid the rapid growth of ELL populations in U.S. schools—from 8% to nearly 10% of public enrollment between 2000 and 2016—educators in regions like northwest Iowa face challenges in meeting diverse social and academic needs. A literature review synthesizes recent studies on supporting ELL demographics, preparing school staff, addressing barriers, and implementing evidence-based programs and practices. Conducted in a …

The Anchor: October 2025, Hope College

The Anchor: 2025

The Anchor began in 1887 and was first issued weekly in 1914. Covering national and campus news alike, Hope College’s student-run newspaper has grown over the years to encompass over two-dozen editors, reporters, and staff. For much of The Anchor's history, the latest issue was distributed across campus each Wednesday throughout the academic school year (with few exceptions). In recent years The Anchor moved to monthly print issues and a more frequently updated website. The Anchor is now published in print twice per academic semester. Occasionally, the volume and/or issue numbering is irregular.

Relief And Its Costs: The Need For A Congressional Response To The Aftermath Of Harrington V. Purdue Pharma, Emma Skeen

William & Mary Law Review

This Note explores the fallout of the Harrington v. Purdue Pharma decision and the uncertainty it lends to the future of bankruptcy plans and third-party releases. Specifically, it proposes potential congressional solutions that can pave a path forward for parties to seek relief for the harms they have suffered under the actions of corporations and their leaders. Part I provides background information on the use of nonconsensual third-party releases in bankruptcy cases and their controversial nature. Part II analyzes the Supreme Court’s settling of that controversy in Harrington and the bases that it relied on in doing so. Part III …

Valid And Accepted Novel Bacterial Taxa Isolated From Domestic Companion And Agricultural Animals Described In 2024, Sara D. Lawhon, Claire R. Burbick, Trinity Krueger, Elena Ruiz-Reyes, Ayden Wisney-Leonard, Mallory Lenmark, Erik Munson

Clinical Lab Sciences Faculty Research and Publications

Recognizing and updating bacterial names is key to communication between the veterinary clinical microbiology laboratory, veterinarians, and clients. Moraxella oculi sp. nov., distinct from Moraxella bovis and Moraxella bovoculi, was isolated from a cow with infectious bovine keratoconjunctivitis. Several respiratory pathogens were recognized, including Neisseria leonii sp. nov. described from rabbits, Mannheimia indoligenes sp. nov. described from cattle in Europe, and Moraxella haemolytica sp. nov. described from a goat in China. Stenotrophomonas forensis sp. nov. is a novel designation within the Stenotrophomonas maltophilia complex associated with isolates derived from horses. New additions to the Campylobacter genus included Campylobacter californiensis …

Aadej Comm 11 3 2025

AADEJ - The Communicator

The Communicator is the Journal of the American Association of Dental Editors. It is published quarterly and distributed digitally via email to members and posted on the Association’s website aadej.org. This issue of The Communicator features articles focused on organizational strategy, publishing ethics, and critical issues in the profession. The Editor-in-Chief announces his intention to step down, reflecting on the organization's history. The President advocates for shifting the organizational focus from individual benefits to collective sustainability ("What’s in it for us?"). Organizational updates include the restructuring of the Publication Membership to allow three voting members for the same fee and …

Private Equity’S Viable Path To College Athletics Investment: Potential Entity Mechanisms And Antitrust Considerations, Michael Ilg

Vanderbilt Journal of Entertainment & Technology Law

The recent House settlement with the National Collegiate Athletic Association was another blow to traditional collegiate governance in an age of uncertainty in college athletics. In the wake of the House settlement and other recent decisions, multiple private equity funds have shown interest in investing on a school-by-school basis or buying out dozens of teams to form a new commercialized league in select sports. Many questions remain with the viability of private investment in college athletics. Unlike traditional private equity investment, schools are 501(c)(3) nonprofit organizations typically operating within an athletic conference. This creates an additional hurdle to for-profit investing …

Metaphysical Quandary Of Synthetic Media Transparency, Darrell G. Mottley

Vanderbilt Journal of Entertainment & Technology Law

Artificial intelligence (AI) is reshaping our view of reality. The interaction between human creativity and generative AI presents both opportunities and challenges concerning free speech and innovation. AI’s transformative impact on perceptions of innovation complicates discussions surrounding creativity and societal expectations. A human-centric perspective in the debate over government-mandated transparency for AI-generated creative works reveals a notable conflict. This conflict arises from the need to balance the protection of human creativity with an apparent obligation to provide information about the human or nonhuman origins of creative works. As society increasingly relies on AI technologies to produce art, literature, and other …

Minors Or Miners? Analyzing Compensation Of User-Generated Content Under The Fair Labor Standards Act, J. Clayton Eaton

Vanderbilt Journal of Entertainment & Technology Law

Roblox is an online platform where users, many of whom are under the age of eighteen, create games, virtual experiences, and digital assets that generate significant revenue for Roblox Corporation, the owner of Roblox. These young content creators are compensated primarily through platform-specific virtual currency, which can be difficult to convert into real-world money due to the high thresholds for conversion and the unfavorable exchange rates. Even though these systems resemble labor relationships, existing legal frameworks and government actions do little to address the creators’ rights to fair compensation. This regulatory gap has allowed platforms like Roblox to operate under …

The Public Health Cost Of Online Behavioral Targeting, Arthi Annadurai

Vanderbilt Journal of Entertainment & Technology Law

Behavioral targeting is an increasingly popular marketing technique that utilizes users’ online activity to personalize advertisements aimed at consumers. However, since personalized advertisements aim to influence individual consumers, behavioral targeting can negatively impact vulnerable users. For instance, it may reinforce harmful behaviors—like showing alcohol advertisements to individuals with alcohol dependency—or worsen mental health struggles, such as prolonging grief by continuing to serve parenting advertisements to those mourning the loss of a child. These practices can perpetuate harmful behaviors, such as relapse or heightened psychological distress, and contribute to long-term health problems, such as addiction or other mental health problems, creating …

Dignity And Deepfakes, Michael Goodyear

Articles & Chapters

Today, we face a dangerous technosocial combination: AI-generated deepfakes and the Internet. Believable and accessible, these deepfakes have already spread sex, lies, and false advertisements across the Internet and targeted everyone from Taylor Swift to middle school students. Dissemination of deepfakes inflicts multifarious dignitary harms against their victims—especially women and LGBTQ+ persons—stripping them of control over their own identities, harming their reputations, and ostracizing them from society through shame.

Yet this is not the first time a new technology for capturing one’s likeness and a method for disseminating images threatened individuals’ dignity. In the late nineteenth century, the right of …

Engaging And Empowering Future Female Surgeons: Development Of The Medical Student Section Of The Society Of Women In Urology, Allison G Booher, Sasha J Vereecken, Erin Kim, Neharika Penmatcha, Alexandra Aponte, Eman N Chaudhri, Meghana Noonavath, Ibukunoluwa Omole, Joanna Orzel, Leigh Martin, Gina Demeo, Tyler L Overholt, Akanksha Mehta

Faculty, Staff and Student Publications

Objective: To describe a replicable model for a large-scale, cross-institutional, and student-driven initiative to promote gender equity within surgical fields.

Methods: To address the lack of a national infrastructure to support female medical students pursuing careers in Urology, a historically male-dominated specialty, the society of women in urology (SWIU) established its medical student section, called SWIUdents, as a student-led initiative to offer mentorship, education, and networking resources for future female urologists. In 2022, SWIUdents convened its first medical student leadership board, comprised of two co-chairs and four subcommittees focused on membership, program implementation, mentorship, and community relations. SWIUdents membership was …

Réunion Régionale Des Comités De Lutte Contre Les Mutilations Génitales Féminines En Afrique Subsaharienne, Population Council, Population Council Kenya, Anti-Fgm Board Kenya

Sexual and Reproductive Health, Rights, and Choices

No abstract provided.

Regional Convening Of Anti-Fgm Boards In Sub-Saharan Africa: Meeting Report, Population Council, Population Council Kenya, Anti-Fgm Board Kenya

Sexual and Reproductive Health, Rights, and Choices

This landmark convening was co-organized by Kenya's Anti-FGM Board and the Population Council's FGM Data Hub as a direct response to the evolving nature of female genital mutilation across Eastern and Western Africa. The gathering represented a strategic pivot from traditional awareness-focused approaches toward intelligence-driven enforcement and regional cooperation.

Three-Dimensional Human Mucopolysaccharidosis Iva Chondrocyte Culture Reveals Significant Impairments In The Lysosomal-Mitochondrial Crosstalk, Andrés Felipe Leal, Sampurna Saikia, Shaukat A. Khan, Shunji Tomatsu

Department of Pediatrics Faculty Papers

Mucopolysaccharidosis IVA (MPS IVA) is a lysosomal storage disorder (LSD) caused by a deficiency of N-acetylgalactosamine-6-sulfate sulfatase enzyme. MPS IVA patients suffer from skeletal dysplasia due to the abnormal function of chondrocytes. Given the interactions of lysosomes with various intracellular organelles, it is not surprising that lysosomal dysfunction can lead to improper functioning of lysosome-interacting organelles such as mitochondria. Mitochondrial alterations have been evaluated in several LSDs; nevertheless, they have not been fully addressed in MPS IVA. In this study, we assessed the mitochondrial alterations in MPS IVA chondrocytes using a three-dimensional culture approach. Our findings revealed that MPS IVA …

Product Technology Adoption And Aggregate Innovation, Qiugu He, Xuan Luo, Fan Zheng

Research Collection School Of Economics

We document that a firm's research and development (R&D) expenditure depends on its product diversity. Combining with the fact that Chinese manufacturers often enter new product markets via technology adoption, we develop a quantitative framework of innovation and technology adoption, allowing firms to expand their product scopes. Firms adopt technologies across multiple fields to expand their knowledge base, which in turn serves as an input for subsequent innovation or adoption. Counterfactual analysis from the 2000s reveals that two-thirds of knowledge privately held by all firms is generated through adoption, accounting for one-third of aggregate innovation.