Digital Commons Network^™

Lights, Camera, Action! Mapping Concentration, Wealth, And Stability In Nyc Film Production, Mariah Szabo

IPHS 200: Programming Humanity

This project is a comprehensive analysis of over 93,000 New York City film permits from 2012-2025. A geographic analysis reveals that filming activity is concentrated in a small number of neighborhoods, although slight differences are visible based on the type of media being filmed. This geographic pattern has remained stable over the 13 years studied, despite major disruptions like COVID-19 and the streaming boom. Notably, a joint analysis with a New York City household income dataset shows that these neighborhoods stand as wealthier than the average New York City neighborhood. The result is an “NYC on Film” that represents only …

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.

The Effect Of Chronic Azithromycin Use In Winter On Health Care Utilization For Children With Bronchopulmonary Dysplasia: A Double Blind Randomized Controlled Study (Rct), Ricardo A Mosquera, Aravind Yadav, Maria Del Mar Romero-Lopez, Ivan G Magana-Ceballos, S Shahrukh Hashmi, Wilfredo De Jesus Rojas, Maria E Tellez, Kaleigh Riggs-Harpur, Fatima M Boricha, Tina S Reddy, Janice L John, Tomika S Harris, Carlos E Rodriguez-Martinez, Jefferson Buendia, Katrina E Mcbeth, Cindy K Jon, James M Stark, Giuseppe N Colasurdo

Faculty, Staff and Student Publications

Background: Bronchopulmonary dysplasia (BPD), a chronic lung disease in preterm infants, often leads to acute respiratory exacerbations triggered by infections. Our previous mouse study suggested that azithromycin's anti-inflammatory properties may benefit virus-induced respiratory illnesses prophylactically.

Methods: In this single-center, double-blind RCT, 60 children (6 months to 6 years) with BPD received azithromycin (5 mg/kg three times weekly; n = 30) or placebo (n = 30) for one winter season (October to March). Primary outcome was the total number of days of unscheduled healthcare clinic visits, ER visits, and hospital days. Secondary outcomes comprised clinic visits, ER visits, hospital admissions, hospital …

Bone Marrow Endosteum In Homeostasis And Metastasis, Yuta Nakai, Wanida Ono, Noriaki Ono

Faculty, Staff and Student Publications

The endosteum is a thin layer of connective tissue lining the inner surfaces of bones adjoining the medullary cavity. The endosteum houses a variety of cells crucial for bone growth, repair and remodelling, including bone-forming osteoblasts, bone-resorbing osteoclasts and their precursor cells. Historically, the endosteum has been extensively studied as a key site for haematopoiesis by which blood cells are incessantly produced. However, recent studies have defined the endosteum as a niche for skeletal stem cells, underscoring the importance of the harmony between the inner endosteum and the outer periosteum in maintaining bone homeostasis. The endosteum also plays a significant …

Sexual Health Education For Behavior Change: Revisiting How Much Is Enough, Ross Shegog, Elizabeth R Baumler, Robert C Addy, Christine M Markham, Melissa F Peskin, Susan Tortolero Emery, Melanie A Thiel, Shehla Sadruddin, Dennis Reidy, Jeff R Temple

Faculty, Staff and Student Publications

Purpose: Successful implementation of school sexual health curricula relies on students receiving sufficient exposure to lesson content. This large replication study assesses the longitudinal association between exposure to sexual health lesson frequency and content domains and delayed sexual initiation of middle school students.

Methods: Post hoc data analysis was conducted using a large harmonized dataset from 3 randomized controlled trials evaluating It's Your Game curricula in the South Central United States. The sample comprised 1,022 sexually inexperienced middle school students (grades 7 and 8) who completed grade 9 follow-up after using either a 24-lesson hybrid (classroom and computer-based) (It's Your …

The Fear Factor: Exploring The Experiences Of Fear Of Secondary School Teachers, Kelly J. Raines

Doctor of Education (Ed.D)

Fear can be a powerful catalyst for cognitive potential, or a potent agent of havoc. This descriptive (transcendental) phenomenological study aimed to understand the phenomenon of fear experienced by teachers in public and private secondary schools in Central Florida. Semi-structured interviews collected data from the purposive sample, and the data were thoroughly analyzed using Colaizzi's (1978) model. The emergent essence of the lived experience of teachers identified the phenomenon of fear as the inducement of a debilitating sense of powerlessness that diminishes self-confidence and self-efficacy, resulting in emotional, cognitive, and/or physical impairments that directly affect the metacognitive potential of teachers. …

Much Ado About Critical Race Theory, Matthew Patrick Shaw

Vanderbilt Law School Faculty Publications

This Article offers novel observation and critical intervention in the challenge to state laws which have been adopted, allegedly, to prevent the teaching of critical race theory

(CRT) in public schools. Against the trend of recent scholarship that understands these laws as curricular censorship of topical subjects and seeks to contest their validity on those grounds, this Article more accurately identifies them as pedagogical censorship: Limits on teaching methods, which raise different, potentially more dispositive questions about the states’ educational decision-making authority—questions that the U.S. Supreme Court has long sought to avoid. But exposing these so-called “anti-CRT” laws as neither …

Dual-Class Contracting--A Response To Roberto Tallarita, Brian Broughman

Vanderbilt Law School Faculty Publications

Roberto Tallarita's Dual-Class Contracting confronts a question that scholars and policymakers have largely overlooked: once a firm opts out of "one-share, one-vote," how does it determine the degree and duration of voting inequality? This is not a binary choice between single- and dual-class structures, but a continuum with infinitely many possible configurations. To investigate this question, Tallarita assembled a dataset of 293 corporate charters from dual-class IPOs completed between 1996 and 2022. Despite the wide lati- tude finms have to tailor these arrangements, he finds that most converge on strikingly similar terms-granting holders of high-vote stock majority control with just …

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 …

Domestic Stability And International Trade Order, Sannoy Das

Vanderbilt Law School Faculty Publications

This Article challenges the theoretical frameworks through which we have so far apprehended the crisis of the liberal international trade and economic order, precipitated by relentless unilateral action--whether tariffs or industrial policy--especally in the United States. It argues that the conventional concerns about unilateralism overlook the ways in which unilateraism has been--and can be-- a foundation for international order rather than its antithesis. Our contemporary difficulty is that we typically understand unilateral action as a breach of an international norm. This way of thinking follows from nineteenth-century liberal internationalism. But a deeper tradition in the law of nations shows that …

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 …

Mentoring Programs For Youth In Hagerstown, Maryland: Addressing The Opioid Epidemic, Stephane Reed

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: The goal of this social change portfolio is to help develop and promote mentoring programs for youth in Hagerstown, Maryland as preventive strategy to reduce the impact of the opioid epidemic. This initiative seeks to strengthen resilience, enhance academic performance and foster healthy decision-making among adolescents through consistent, supportive adult-youth relationships. The proposed mentoring framework to integrate culturally responsive, trauma-informed and community-based approaches address the systemic and interpersonal factors contributing to misuse in Washington County. Significant Findings: In Washington County, where Hagerstown is located, it continues to experience one of the highest opioids overdoes within Maryland which is …

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 …

Buncombe County Overdose Prevention, Alexandra Decker

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: The goal of this social change project is to prevent overdoses in Buncombe County, North Carolina. Significant Findings: Individuals experiencing polysubstance use within Buncombe County’s homeless population face an elevated risk of fatal and non-fatal overdoses. Contributing factors include co-occurring mental health disorders, unstable housing, and lack of harm reduction services (Khan et al., 2022; Lyons et al., 2019). In 2024, Buncombe County had one of the highest overdose rates throughout the state (North Carolina Overdose Epidemic Data | Division of Public Health, 2022). Key findings show the need for integrated, trauma-informed prevention efforts, including expanding dual-diagnosis programs, …

Implementing Support Groups For Young Adults With Chronic Illness In Paris, Tn, Jessica Pickel

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: To establish peer-led support groups for adults aged 18-35 with chronic illness in Paris, TN, preventing isolation and improving mental health outcomes through community connection. Significant Findings: Young adults (18-35) with chronic illness in Paris, TN, experience severe isolation (75% report disconnection), 60% lower treatment adherence, and higher ER visits due to unaddressed age-specific needs and cultural barriers for African American subgroups (Anderson & Williams, 2023; Williams & Hernandez, 2023; Taylor & Green, 2022). Evidence confirms peer support reduces loneliness by 70% within three months and delivers 4:1 healthcare savings (Harrison & Lopez, 2023; Johnson & Patel, 2023). …

Addressing Mental Health And Homelessness In The Lower Valley, Viere Arellano-Almazan

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: To reduce homelessness in the Lower Yakima Valley by implementing early intervention and culturally responsive mental health prevention strategies that enhance access to care, reduce stigma, and strengthen community resilience. Significant Findings: The Lower Yakima Valley faces significant challenges in addressing the intersection of mental health and homelessness due to limited access to culturally and linguistically appropriate care. Research indicates that rural residents particularly Hispanic immigrant and farmworker populations experience elevated levels of psychological distress, stigma, and barriers to accessing services (Armstrong et al., 2022). Applying the Social-Ecological Model has illuminated how multiple interconnected factors influence vulnerability, including …

From Exclusion To Inclusion: Employment As A Mental Health And Public Health Priority In Charlotte, Nc, Rozelle K. Gipson

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: The goal of this Social Change Portfolio is to identify prevention-focused strategies that reduce unemployment among neurodivergent individuals with Autism, ADHD, and intellectual developmental delays by promoting inclusive hiring practices, creating access to vocational training and workplace accommodations, encouraging employers to adopt neuro-affirming practices, and equipping counselors to support clients in navigating employment challenges and advocating for workplace inclusion. Significant Findings: In Charlotte, North Carolina, many neurodivergent people, including those with autism, ADHD, or intellectual disabilities, continue to face major challenges finding and keeping steady jobs. Across the country, about 85 percent of autistic adults are unemployed, one …

Supporting Youth Through Violence And Loss, Tiara Bolden

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: The goal of this prevention portfolio is to strengthen protective factors for adolescents in Richmond, Virginia, who have experienced violence or loss. The focus is on reducing emotional distress, strengthening resilience, and promoting healthy development among youth who have been affected by community trauma. Significant Findings: Youth in Richmond are disproportionately affected by poverty, violence, and exposure to loss, which contribute to high rates of depression, anxiety, and emotional distress. The City of Richmond Community Health Needs Assessment (2022) found that nearly 29% of youth live in poverty, while the Virginia Youth Risk Behavior Survey (2023) reported that …

Preventing Fentanyl Overdose Deaths In Akron, Ohio: A Community-Based Social Change Initiative, Cecil Mcnulty

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: The goal for this Social Change Portfolio is to reduce the alarming number of fentanyl overdose deaths in Akron, Ohio, through prevention, education, and strengthened community support systems. Significant Findings: This paper examines the high rate of fentanyl overdoses in Akron, Ohio, and how communities are deeply impacted by the opioid crisis, with fentanyl-related overdoses emerging as the leading cause of preventable death. Fentanyl, a synthetic opioid significantly more potent than heroin and morphine, has skyrocketed overdose fatalities both nationally and locally, with Summit County reporting overdose rates higher than national averages (County Health Rankings & Roadmaps, 2018). …

Veteran Suicide Prevention In Central Florida, Michael Terkos

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: The goal of this project is to reduce suicide rates among veterans in Central Florida by strengthening protective factors, increasing access to culturally competent, trauma- informed care, and fostering community-based resilience networks that connect veterans, families, and local agencies. Significant Findings: Veteran suicide remains a critical public health concern in Florida, which continues to rank among the states with the highest veteran suicide rates (Florida Department of Health, 2025). Research indicates that approximately 17 veterans die by suicide each day nationwide (U.S. Department of Veterans Affairs [VA], 2022). Key risk factors include post- traumatic stress disorder (PTSD), depression, …

Kansas Speaks Fall 2025 Statewide Public Opinion Survey, Brett Zollinger Ph.D., Jian Sun Ph.D., Michael Walker M.S., Marisa M. Johnson M.B.A.

Docking Institute of Public Affairs

In service to Kansans, the Docking Institute of Public Affairs conducts the Kansas Speaks survey and offers this report of the survey’s findings. The Institute is the primary sponsor of this survey, funding it with operating reserves made possible by the Institute’s applied research and organizational planning consulting work.

University Of Baltimore Law Forum, Volume 56, Issue 1 (Fall 2025)

University of Baltimore Law Forum

No abstract provided.

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 …

A Review Of The 2024/25 International Moots Season, Siyuan Chen

Research Collection Yong Pung How School Of Law

This is the 11th annual review of Singapore’s performance in international moot court competitions. In a nutshell, 2024/25 has been a tremendous, record-breaking season for Singapore – and a particular duck has finally been broken. In the highest-tier or Grand Slam competitions, Singapore Management University emerged world champions in the Jessup, Vis East, International Criminal Court, and Frankfurt competitions; the previous world record for most Grand Slam wins in a season was 2 (held by various universities), and this new record may well increase to 5, depending on whether SMU can successfully defend its world championship at the Lachs Space …

How The Billable Hour Can Survive Generative Ai, Jonah Perlin

Georgetown Law Faculty Publications and Other Works

The legal profession is rapidly adopting generative AI technology. With this shift has come an increasingly common assumption that generative AI will significantly reduce or even bring an end to hourly billing. The logic underlying this conclusion seems intuitive: if AI reduces the time lawyers spend on certain tasks while eliminating others altogether, then the total number of billable hours will fall. That decline, in turn, could threaten the financial viability of hourly billing, despite its place as the dominant law firm compensation model over the past half century.

This Article challenges this assumption. It argues instead that the billable …

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 …

“What Grade Do You Feel You Earned?” Integrating Student-Led Grading With A Labor-Based Grading Framework, Megan Von Bergen

Journal of Response to Writing

This brief article discusses the advantages of using a student grade proposal within a labor-based grading framework, focusing on how the grade proposal may reinforce the equity-related aims of labor-based grading and hone students' ability to self-assess. The article discusses the learning outcomes of the grade proposal and its process, then ends with a sample grade proposal.

The Importance Of Self-Care To Avoid Teacher Burnout, Lindsey Brittain

Master's Theses & Capstone Projects

Schools across the world are facing the increasingly significant issue of teacher burnout and the ability to retain good teachers. The problem is teachers are experiencing heightened levels of stress, emotional exhaustion, and a lack of motivation in the classroom. Not only is this detrimental to their well-being but it also affects their students. Research has shown that self-care practices can help prevent burnout, but many teachers find it hard to implement these consistently for various reasons. This study aimed to find out how teachers experience burnout and the self-care practices they use to manage stress by using a mixed-methods …