Digital Commons Network^™

Facing State-Created Danger In Facial Recognition Technology, Esha Jain

Washington Law Review

When the police wrongfully arrest someone, that person faces distinct harms. Various scholarship, news articles, and studies document that AI-powered facial recognition technology (FRT) disproportionately misidentifies individuals from marginalized racial groups when used irresponsibly. Many of those sources indicate that police reliance on FRT without adequate vetting results in wrongful arrests. Yet law enforcement continues to misuse FRT.

This Comment contends that the 42 U.S.C. § 1983 state-created danger doctrine offers a potential remedy for plaintiffs harmed by police reliance on FRT. To prevail under this doctrine, plaintiffs must prove affirmative conduct, deliberate indifference, and proximate causation. If successful, these …

Perspectives Of University Leaders On Adoption And Scaling E Mental Health Support For Students: An Exploratory Analysis, Choongo Mulungu, Esin Nisan Yildirim

Journal of Human Services: Training, Research, and Practice

ABSTRACT

University students face rising mental health challenges, yet adoption of digital support services in higher education remains limited, especially in the Global South. This qualitative study explored perceptions of 18 senior administrators from universities across Africa, Europe, Asia, and North America. Findings revealed a significant implementation gap, with few institutions offering formal platforms. Leaders cited barriers including limited institutional prioritisation, counsellor overload, financial ambiguity, ethical concerns, and absent policy frameworks. Addressing these challenges requires deliberate policy action, equitable resource allocation, and culturally responsive strategies for sustainable integration.

No-Show Characteristics Of Rural Clients With Mental Health Conditions, Christy R. Collins, Jose Carbajal

Journal of Human Services: Training, Research, and Practice

The purpose of this study is to report demographic characteristics and appointment compliance factors associated with no-show appointments in a rural clinical setting in East Texas. Describing these variables will expand the existing literature and offer greater clarity not only on why appointments are missed, but also on who is missing them. Therefore, understanding how sociodemographic variables relate to missed appointments may enhance appointment adherence and improve healthcare outcomes for individuals. This study used cross-sectional archival data specifically collected to examine missed appointments among clients at a rural clinic (N = 134). The results indicate that Hispanic/Latino individuals, clients aged …

Rural Voices On The Opioid Epidemic In Deep East Texas, Jose Carbajal, H. Stephen Cooper

Journal of Human Services: Training, Research, and Practice

Opioid use is a major concern in the United States. Rural communities face even greater difficulties in addressing opioid use and related challenges. An appreciative inquiry was employed to assess the degree to which the opioid crisis has affected the rural region of Deep East Texas and to develop recommendations for a regional action plan. One hundred and eight participants attended eleven conversation cafés across the region. Response analysis revealed eight primary themes and 11 sub-themes. Community awareness and education are crucial in combating the opioid crisis, as some participants were unaware of the prevalence of prescription opioid abuse in …

The Health Of Latinos In Massachusetts: Inequality In Health Behaviors And Chronic Health Conditions, Phillip Granberry, Alejandro Alvarez, Florita Coto Tristán

Gastón Institute Publications

This report provides a portrait of adult Latino health in Massachusetts by exploring and describing selected social indicators and health outcomes. This report is a companion to a 2021 report on Latino children in the state, which found that Latino children are more likely to have asthma, be overweight, and show symptoms of anxiety and depression, and less likely to be engaged in physical activity when compared to Non-Latino children. The foregoing findings suggested that Latino children are not developing in an environment that promotes health behaviors compared to Non-Latinos in Massachusetts.v The collective health of Latinos is said group …

Latinos In Massachusetts: Puerto Ricans, Phillip Granberry, Florita Coto Tristán, Melissa Colón

Gastón Institute Publications

As part of the Gastón Institute’s 2025 Latinos in Massachusetts series, we present here a profile of Puerto Ricans, the largest Latino population in the state. This report analyzes Public Use Microdata Sample (PUMS) data from the 2023 American Community Survey (ACS), conducted by the U.S. Census Bureau. Our descriptive analysis uses both household- and individual-level data to estimate population size and percentages and to compare Puerto Ricans to Other Latinos and Non-Latinos in the state.

Navigating Intersectional Margins: A Multilevel Analysis Of First- And Second-Generation Immigrant Students’ Academic Outcomes Within Urban Coethnic Communities, Douglas D. Havard, Minh Truong, Sophie Nguyen, Richard Vo, Luis Truong, Nellie Nguyen, Ryan Dam

Education Faculty Articles and Research

This study examines how structural and cultural forms of capital interact to shape the academic attainment of first- and second-generation immigrant students within urban coethnic communities. Drawing on data from the Children of Immigrants Longitudinal Study and hierarchical multinomial logistic regression, we integrate Yosso's community cultural wealth and the cultural and structural coethnic frameworks to examine how socioeconomic resources, bilingual fluency, and coethnic community strength predict postsecondary outcomes. Findings reveal that strong coethnic networks, bilingual fluency, and faith-based participation offset structural disadvantage. Results reframe the immigrant paradox through an intersectional, asset-based lens, emphasizing community-driven supports for equity-focused urban education policy.

A New Tool For Handling Multiracial And Multi-Identity Data In Health Research, Gabriel J. Merrin

Population Health Research Brief Series

When surveys ask about race or ethnicity, a growing number of Americans select more than one category. The multiracial population now represents over 10% of the U.S. population and is the fastest growing racial group in the country. Yet researchers routinely collapse these individuals into an “other race” category for statistical analysis, rendering specific subgroups invisible. This brief introduces CATAcode, a free software tool that helps researchers systematically explore, document, and prepare check-all-that-apply demographic data for statistical modeling. In a demonstration with over 8,000 high school students, CATAcode revealed 85 distinct racial identity combinations from just eight response options. The …

Reimagining Safety And Justice: Experiences Of And Resistance To Police Sexual Violence In New York City, Priscilla Bustamante

Dissertations, Theses, and Capstone Projects

In the era following both Black Lives Matter and #MeToo, police sexual violence (PSV) currently constitutes the second most commonly reported police complaint after excessive force. Police across the U.S. are caught for some form of sexual misconduct once every five days, with on-duty officers found to commit sexual assaults at more than double the rate of the general population. The gendered and racialized perpetration of sexual violence extends far beyond policing; however, it has been intensified within the masculine, militarized carceral structures designed to legally control and punish.

Accordingly, this dissertation utilizes an interdisciplinary, multi-method approach to offer what …

Typeface: Machine-Viewing Gentrification On Storefront Imagery In Bedford-Stuyvesant, Brooklyn, Alexander Mcquilkin

Dissertations, Theses, and Capstone Projects

Gentrification—broadly, the replacement of a less powerful group by a more powerful one in an urban context—is oft-discussed in the popular press, but its definition is much-debated in the urban planning literature. Furthermore, academic treatments of displacement understandably focus on measurable yet fairly abstract indicators like changes in rent or income, whereas neighborhood change is often registered by residents on the ground using visual, but difficult-to-quantify markers like retail turnover. This project uses image recognition technology on a set of storefront photos to index the visual streetscape of a neighborhood, as well as to track changes to that portrait over …

Good Mothers: Black Disabled Mothers & The Family Policing System, Siobhan Pokorney

Dissertations, Theses, and Capstone Projects

Good Mothers: Black Disabled Mothers & the Family Policing System is a qualitative study utilizing 16 in-depth individual interviews with mothers who broadly identified as Black, disabled mothers who had at least one interaction with the family policing system as adults in or around NYC. The study examines the work these mothers engage in to navigate their identities and strategically present themselves as good mothers while facing state surveillance and oppressive systems (specifically the family policing system) which automatically frame them as “unfit mothers.” It traces their experiences and the identity work that they engage in through the anticipatory trauma …

Corrigendum To “Decolonizing Knowledge As Epistemic Justice: Key Conceptual Tendencies From The Global South” [Tanzania Journal Of Sociology, Vol. 11, Issue No.2, December 2025: 113 - 128], Richard Sambaiga

Tanzania Journal of Sociology

This article registers corrections done to a reference section of "Decolonizing Knowledge as Epistemic Justice: Key Conceptual Tendencies from the Global South” [Tanzania Journal of Sociology, Vol. 11, Issue No.2, December 2025: 113 - 128]

Los Sistemas De Apoyo Para Personas Indígenas Con Discapacidad Como Garantía De Derechos Lingüísticos Y Justicia Epistémica En México, Antonio R. Uc Galera

Journal of Maya Heritage

La derogación formal de la figura de interdicción consagrada en los Códigos Civiles Sustantivos y la implementación de figuras jurídicas novedosas como sistemas de apoyo y personas, representa de los avances más trascendentes en materia de discapacidad. Su aplicación legislativa impacta a las personas de las Comunidades Indígenas con discapacidad como garantía de derechos sus lingüísticos, ya que estas nuevas figuras jurídicas en materia civil brindan herramientas de comunicación, apoyos cognitivos y de comprensión, incluyendo lectura fácil, implementación de traductores, instrumentos que apoyan la movilidad, entre otros, según las necesidades de la persona en particular. Este artículo propone un análisis …

Queer Of Color Critique And The Politics Of Epistemic Agency: Rural Educators Desettling Curricular Expectations, C.A. Langerud, Madelaine Adelman, Daniel D. Liou

Journal of Queer and Trans Studies in Education

The purpose of this research is to use queer of color critique (QOCC) as an analytical framework to explore rural K-12 educators’ epistemic agency. The research focuses on educators’ engagement with a national initiative by an advocacy organization to distribute LGBTQ+ and racially diverse books to K-12 schools. The analysis centers on the educators’ praxis of epistemic agency against settled expectations associated with including queer and trans People of Color’s (QTPOC’s) stories in their schools. Our findings on educators’ epistemic agency center on three areas of knowledge and activity. First, educators demonstrate their ability to be aware of their local …

Creating A Scorecard—The Case Of How Well Texas Four-Year, Public Universities Serve Texas Latinos?, Arturo Vega

Public Administration Scholarship and Projects

The goal of this inaugural “How-to Working Paper” is to provide a resource to measure performance, effectiveness or simply the underlying dimensions of a concept, perception or attitude. This paper focuses on how to create and use a scorecard or index. The principal audience of these “How-to Working Papers” are upper-level social science disciplines like political science or sociology and master-level graduate students in, again, political science or public administration. But really any university student or civically-minded individual conducting research will benefit from this paper.

Latin American Refugees To The U.S. Experience More Discrimination Than Refugees From Other Regions, Sobia Mushtaq, Janet M. Wilmoth

Population Health Research Brief Series

Discrimination is a serious challenge for refugees trying to rebuild their lives in new countries. This data slice presents findings from the 2022 Annual Survey of Refugees (ASR), a nationally representative survey of refugees who arrived in the United States between 2017 and 2021 (N=1,364). The probability of experiencing discrimination was substantially higher among refugees from Latin America compared to other origin regions. Latin American refugees have a 62.4% probability of experiencing discrimination, compared to 12.6% for Southeast Asian refugees. The findings suggest that service providers and policymakers should not assume that all refugees face the same challenges.

Stability And Accountability In Nagorno-Karabakh And The Armenia-Azerbaijan Conflict, Callum Heath

Human Rights Brief

I. Introduction

On August 8, 2025, President Ilham Aliyev of Azerbaijan and Prime Minister Nikol Pashinyan of Armenia were hosted at the White House by U.S. President Donald Trump to announce the Agreement on Establishment of Peace and Inter-State Relations (the Agreement) in a Joint Declaration. The Agreement sets out to end the decades-long conflict between Azerbaijan and Armenia over the Armenian ethnic enclave of Nagorno-Karabakh within Azerbaijan, and the Azerbaijani exclave of Nakhchivan, which is separated from the rest of Azerbaijan by Armenia. While the White House hails the Agreement as a “historic peace deal,” the reality is more …

Experiences Of Marginalization At The Intersection Of Race, Ethnicity, And Disability In Higher Education, Nora L. Portillo

Theses, Dissertations and Culminating Projects

Black and Latine college students with disabilities navigate higher education at the intersection of racism and ableism, yet their experiences remain underexamined. Autism and ADHD are particularly underrepresented in research and public discourse; moreover, unlike other disability categories in which students of color are overrepresented, Black and Latine children are less likely than white children to be accurately identified, and both disabilities are often framed around white prototypes. Guided by Disability Critical Race Theory, the present exploratory qualitative study used semi-structured interviews with ten undergraduates identifying as Black and/or Latine and with ADHD and/or on the autism spectrum attending a …

Talking Black: The Construction Of Blackness In Film, D'Andre M. Person

Undergraduate Honors Thesis Projects

Media, such as film, plays a pivotal role in representing marginalized groups to general audiences. The portrayal of Black people in advertisements, novels, art, and film has perpetuated harmful stereotypes which associate Black men and women with negative traits that justify their marginalization, such as the "Coon" stereotype that frames Black men as lazy or the "Mammy" stereotype that positions Black women as subservient. Stereotypes in film are produced through images, but language plays a vital role in constructing general audiences' understanding of Black people as well. Through a rhetorical analysis of seven films released between 2016 and 2026, I …

The Economics Of Accountability: Learning From German Holocaust Reparations, Grace I. Gates

Scripps Senior Theses

Drawing on microdata from the Survey of Health, Aging, and Retirement in Europe, this study compares European Holocaust survivors who received reparations with similar Europeans who did not. It finds that, decades on, recipients are not systematically better or worse off on core outcomes like life satisfaction, savings, and debt. This is consistent with the argument that reparations restore parity rather than create new advantages. Where differences emerge, they point to stabilization in more vulnerable settings (e.g., lower likelihood of high debt in parts of Eastern Europe). The main takeaway from effective reparations is applicable to the United States debate: …

The Role Of White Racial Identity Development In Leadership Practices: An Interpretive Phenomenological Study In White Educational Leaders, Kaitlyn Ryan

Theses and Dissertations

This qualitative study examined how white educational leaders experience and make meaning of their racial identity development as they lead adult professional learning focused on racial equity and culturally responsive practice. Grounded in Helms’s White Racial Identity Development (WRID) model and guided by Interpretative Phenomenological Analysis (IPA), the study explored the lived experiences of ten white leaders across PK–12 and Institution of Higher Education (IHE). Data were collected through three semi‑structured interviews per participant and analyzed using IPA’s six‑step process. Five major themes emerged: transformational experiences that shifted leaders’ understanding of race and privilege; the critical role of white affinity …

Representation Of Indigenous Spiritualities In The Ontario Grade 11 World Religions Curriculum: A Discourse And Textual Analysis, Katelin A. Chavez

Laurier Undergraduate Journal of the Arts

No abstract provided.

Introduction, Jenna Abdel-Kader, Hannah Desjardine

Laurier Undergraduate Journal of the Arts

No abstract provided.

The Vestiges Of The German Democratic Republic: Memory Politics And Xenophobia In Former East Germany, Diana Zhou

CMC Senior Theses

From the 2015 migration influx onward, xenophobic and nationalist sentiments permeated Germany’s national political discourse. The former socialist territories in eastern Germany have proven particularly susceptible to far-right, anti-immigration, and anti-integration rhetoric. This thesis explores the mnemonic foundations of xenophobic sentiments in former East German states, tracing the development of an antifascist yet ethnically nationalist mnemonic framework to the state-sanctioned myths and invented traditions of the German Democratic Republic (GDR). As the loss of a collective GDR identity produced a reactionary rehabilitation of this framework post-unification, the racial and ethnic “other” — migrants, asylum seekers, and refugees — became constructed …

System Disparities: Racial Criminalization And The Risk Of Coerced And False Confessions In Youth, Cynthia J. Najdowski

Psychology Faculty Scholarship

Black youth may be even more vulnerable than other youth to admitting to crimes they did not commit in the context of police interrogations. In support, analysis of data from the National Registry of Exonerations indicates that 65% of people who were wrongfully convicted on the basis of false confessions they gave when under 18 years old are Black, whereas only 14% of the U.S. population is Black. In this chapter, I seek to understand the overrepresentation of Black youth in samples of juvenile false confessors by examining the cultural stereotype about Black criminality in relation to both investigators and …

Understanding Workplace Psychological Safety Among Latina Professionals: An Exploration Of Intersectional Experiences, Michal Tapia

Theses and Dissertations

Latina professionals represent one of the fastest-growing segments of the U.S. workforce, yet they remain disproportionately underrepresented in executive and C-suite roles. This disparity reflects structural conditions that shape access to voice, support, advancement, and decision-making authority.

This mixed-methods study examined psychological safety among 145 Latina professionals across the United States, defined as the belief that one can speak up, ask for help, disagree, or raise concerns without fear of negative consequences (Edmondson, 1999, 2019). The study explored how identity, relationships, leadership, workplace support, inclusion, mentorship, and structural barriers shape psychological safety at work.

Quantitative analyses showed that workplace support …

Race, Sexual Danger, And The Moral Logic Of Punishment In The Registry Era, Edith Meade

Graduate Student Theses, Dissertations, & Professional Papers

Sex offender registries represent one of the most expansive and punitive criminal justice interventions in modern American history, yet public support for these policies remainsunderi nvestigated. Scholarly debate has questioned whether punitive attitudes toward sexual offenders reflect principled moral judgments, racial threat perceptions, or both. This study addresses that question by examining how offender race, offender age, offense severity, victim age, and offender-victim relationship shape public attitudes toward sexual offenders in the contemporary registry era. Drawing on theories of racialized sexual threat, group position, and retributive impulses, the study uses a nationally representative conjoint survey experiment administered through YouGov (N …

Internationalization Struggles And Student Mobility: Ethnic Exclusion And Racism In Philippine Higher Education, Yasmin Y. Ortiga

Research Collection School of Social Sciences

There is an extensive literature on student mobility that seeks to understand the nature of, rationales for and consequences of internationalisation in higher education. This scholarship primarily focusses on students studying in the ‘west’. This paper shows how ‘atypical’ student destinations also illuminate the contradictions of internationalisation, revealing the challenges faced by higher education settings beyond academic centres in the west. Drawing on the case of the Philippines, I discuss how private universities actively recruited international students to maximise profits from student tuition. Yet, these efforts led to a backlash among Filipino educators and students, prompting administrators to institute policies …

Women’S Exposure To Incel Content, Perceived Safety, And Gender-Based Violence Risk In The United States, Deja Bledsoe

Criminology & Criminal Justice Theses

The rapid proliferation of incel-related content across digital platforms has raised concerns about online misogyny and its potential impact on women’s perceived safety. However, less is known about how exposure to such content shapes women’s perceptions of risk and emotional responses in everyday digital environments. This study examines the relationship between exposure to incel-related content and women’s perceived risk of gender-based violence and safety-related anxiety. Guided by strain theory, social control theory, hegemonic masculinity, and intersectionality, the study employs an anonymous cross-sectional online survey of women aged 18 and older. Quantitative analyses were conducted to assess whether exposure to incel-related …

Indigenous Land Seizure & Environmental Injustice: Impacts Of Settler Colonialism, Lydia Moorman

Journal of Earth and Life Science

The fields of conservation and environmentalism prioritize ecosystem health, yet both emerged from western frameworks that displaced and criminalized Indigenous land stewardship. The idealization of “pristine wilderness” narratives served to justify the removal of Indigenous peoples from their homelands and erased millennia of sustainable land stewardship that had maintained ecological balance long before western conservation existed. These narratives not only misrepresented Indigenous relationship with land but also constructed a false dichotomy between humans and nature that positioned Indigenous presence as a threat rather than a source of ecological knowledge. Simultaneously, anthropogenic expansion; such as pipelines, mining, railroads, and other extractive …