Digital Commons Network^™

Beyond Discrete Indicators: Modeling Intersectional Flood Vulnerability, Sina Razzaghi Asl, Eric Tate, Christopher T. Emrich, Md Asif Rahman, Kaeleb Royster

Political Science & Geography Faculty Publications

Social vulnerability to flooding is shaped by intersectional social marginalization, yet most quantitative assessments employ indicators of single populations. This study applies spatial machine learning to examine how the intersectional social vulnerability indicators of poverty-race, poverty-housing tenure, and race-housing tenure compare with traditional discrete indicators of single populations in predicting flood exposure in California. Using geographically weighted random forests and partial dependence plots, we model spatial heterogeneity and non-linear relationships between social vulnerability and exposure. We quantified flood exposure using a population-adjusted measure derived from building footprints and modeled 500-year fluvial and pluvial flood hazard. The results reveal distinct explanatory …

Presence Of Legacy And Emerging Pfas In Human Liver Specimens Banked In The United States From 2000 To 2024, Juliana Agudelo Areiza, Jitka Becanova, Simon Vojta, Johanna Ganglbauer, Udayan Apte, Luigi Brunetti, Sean Kumer, Faiz Haque, Euna Kim, Elsie M. Sunderland, Rainer Lohmann, Fabian C. Fischer, Angela L. Slitt

Graduate School of Oceanography Faculty Publications

Per- and polyfluoroalkyl substances (PFAS) are persistent, bioaccumulative chemicals linked to liver toxicity and metabolic disease. 54 PFAS were measured in 211 adult human livers collected between 2000 and 2024 to reveal temporal trends, relative PFAS abundance, and demographic predictors of hepatic burden. PFAS were detected in 210 individuals, with 15 compounds found in ≥30 livers. Total summed PFAS concentrations decreased by 94% over the 24-year period in weighted linear regression, and by 68% after adjusting for age, sex, and liver health in multivariate models. Since 2019, a ∼950-fold variability in concentration was observed, and the PFAS profile in the …

Exploring Drone Technology For The Survey And Documentation Of Aerospace Archaeology Sites, David G. Morgan, Thomas R. Allen

Political Science & Geography Faculty Publications

This research examines the implementation of Unmanned Aerial Systems (UAS) during a pilot mission in Nike Park to support its aerospace preservation. Located in Carrollton, Virginia, it was a Cold War missile installation that formed part of the area’s air-defense network. This project aims to use a drone to capture high-resolution video and imagery of Nike Park’s Administrative Office Supply and PX building and the Nike Ajax missile to create virtual 3D models for the Isle of Wight County Museum’s exhibit. For this mission, the DJI Mini 4 Pro drone manually flew a circular flight pattern around the missile and …

Global Evidence On Scaling Nature-Based Solutions For Compound Hazards, Sina Razzaghi Asl, Anahita Azadgar

Political Science & Geography Faculty Publications

Nature-based solutions (NbS) are increasingly promoted for climate adaptation to compound hazards, but systematic evidence of their effectiveness is still scarce. We address this gap with a systematic review of 38 studies. Each study was sorted by what its measurement design can support, not by what its authors claim. This produced four groups. Direct studies attribute a measured hazard reduction to the intervention, proxy studies infer protection from ecosystem condition, prioritization studies map suitable locations without estimating performance, and qualitative studies describe effectiveness without measuring it. We detect trends in geographic distribution, hazard combinations, intervention types, methodological approaches, and strength …

A Phenomenological Qualitative Study Of The Experiences Of Board Chairs Toward Governance In Seventh-Day Adventist Schools Across Canada, Shad Lehmann

Dissertations

Problem

There is limited understanding of how school board chairs within the Canadian Seventh-day Adventist education system perceive and carry out their leadership and governance roles. The role of the board chair is complex, involving oversight of the organization, adherence to denominational policies, and alignment with the school’s academic and spiritual missions. Although effective governance is vital for school success, there remains a lack of clarity about how board chairs interpret their roles, fulfill their responsibilities, and navigate the unique demands of faith-based school leadership. This gap in understanding restricts the system’s ability to provide appropriate training, support, and clear …

Children And Adults Across 15 Countries Believe In Human Uniqueness Of Mind: A Cross-Cultural Investigation Of Cross-Species Mind Perception, Karri Neldner, Luke Maurits, Magie Junker, Lara Abbas, Nayrouz Abbas, Arianna Abis, Federica Amici, Bernardo Arroyo-Garcia, Negar Asghari, Giovanna Barragán Pardo, Zhen Zhang, Junior Peña Chumacero, Ardain Dzabatou, Dustin Eirdosh, Susan Hanisch, Tom Herrnsdorf, Tom Hovehne, Alicia Junker, Patricia Kanngiesser, Felipe Villa Larens, Safaa Mahmoud, Sandra Masaquiza, Iino Masato, Risma Illa Maulany, Tongtong Meng, Kardelen Mutlu, Putu Oka Ngakan, Ebru Peközer, Ljubica Petrović, Mirella Christy Rehatalanit

School of Psychology

The way humans relate to other animals is fundamentally shaped by whether we perceive ourselves as unique, with feelings and thoughts not shared by other animals. How beliefs about animals’ ability to feel and think develop across cultures remains largely unexplored. We asked children and adolescents (4–17 years, N = 1025) and adults (N = 190) from 33 urban and rural communities across 15 countries whether animals have thoughts or feelings (judgments of presence), and whether those thoughts or feelings are human-like (judgments of similarity). Bayesian analyses revealed that participants generally ascribed non-human animals the ability for thoughts and feelings. …

Growth In The Margins: Field Measured Protein Metabolism Rates In The Common Limpet, Patella Vulgata, Ignacio A. Cienfuegos, Benjamin J. Ciotti, Richard A. Billington, Paul A. Sutton, Keiron P.P. Fraser

School of Biological and Marine Sciences

Intertidal shores are characterised by a high variability in abiotic conditions, resulting in marked daily, tidal, seasonal and vertical differences in stress conditions, yet our ability to understand the consequences for key physiological processes at corresponding scales are limited. In particular, no previous studies have directly measured protein metabolism, the key process underpinning animal growth, in the field, in any organism. We measured whole-animal (SGR) and tissue (TSGR) mass growth, protein metabolism (synthesis (k_s), degradation (k_d) and growth (k_g)), RNA to protein ratios and oxidative stress in Patella vulgata in the field every season …

Using Real-World Observational Data To Stratify Risk And Predict Outcomes In Chronic Liver Disease, Kristopher Bennett

Peninsula Medical School Theses

Background: Chronic liver disease (CLD) is increasing globally, driven by metabolic and alcohol-related aetiologies. Late diagnosis is common due to a prolonged, subclinical fibrotic phase preceding advanced disease (ACLD). Current pathways and cross-sectional fibrosis tests have poor sensitivity in low-prevalence settings and limited population-scale availability. Predicting future ACLD in primary care offers opportunities for earlier diagnosis and prevention, but few suitable clinical prediction models (CPMs) exist.Aim: To review existing general-population liver prediction models and develop CPMs for incident ACLD in unselected primary care populations using routinely collected data.Methods: A systematic review and PROBAST+AI appraisal of fourteen CPMs (median …

When Play Fades And Screens Rise: Teachers' And Parents' Lived Experiences Of The Push-Down Of Academics In Kindergarten, Rachel L. Hunter

Doctor of Education

In the span of a single generation federal mandates have transformed kindergarten from a place of play into an academic pressure zone. This study is grounded in early childhood education, child development, and educational policy, with a focus on heightened academic expectations in kindergarten alongside the rising influence of digital technology in young children’s lives. It addresses two questions: (1) How has the reduction or elimination of play in kindergarten impacted children’s peer-to-peer engagement? and (2) What role, if any, does digital technology play in compounding this shift? This phenomenological study employs qualitative, transformative action-research methods to examine the lived …

Against Audiepistemic Injustice: Claiming Deaf Futurity, Pamela R. Conley

Antioch University Dissertations & Theses

This dissertation proposes a new theoretical framework: Audiepistemic Injustice (AEI). Expanding upon existing theories of epistemic injustice (EI), I identify AEI as the systemic marginalization and dismissal of deaf ways of knowing. AEI is a multidimensional phenomenon rooted in the nineteenth century, when auditory and linguistic biases became codified across education, law, and literature. This interdisciplinary study interrogates three nineteenth-century literary narratives as primary case studies to examine AEI: (1) Ivan Turgenev’s “Mumu,” (2) Guy de Maupassant’s “The Deaf Mute,” and (3) Abigail Bradley Hyde’s “The Deaf and Dumb Child: A True Narrative.” I synthesize these literary works with legal …

State Medical Licenses Without Borders, Meighan Parker

Scholarly Works

Access to health care in the United States is undermined by a maldistribution of physicians, and state medical licensure remains a barrier to correcting this issue, despite legal reforms that attempt to streamline physician licensure pathways. Geographic distribution gaps can have serious consequences in rural areas, such as poor health outcomes, reduced access to care, and further entrenchment of health disparities.

On the bright side, physicians can potentially use telemedicine to help improve geographic distribution gaps through the provision of clinically appropriate, virtual care across state lines. But states have traditionally required physicians, even those who are currently licensed in …

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 …

Strengthening Social Structures To Improve Informal Care For Older People With Chronic Life-Limiting Illnesses In Rural Ghana, Barbara Adonteng-Kissi, Obed Adonteng-Kissi

Research outputs 2022 to 2026

Traditional family-based care for older people in Ghana is declining as globalization and social change weaken historical support systems. This analysis is informed by a review of scholarly literature concerning the implications of globalization for the provision of caregiving for older people managing chronic life-limiting illnesses. We aimed to explore ways of strengthening social structures to enhancing the quality of lives of older people with chronic life-limiting illnesses in rural Ghana amongst 15 older people; 15 family caregivers; 10 healthcare professionals. Critical Social Theory (CST) functions as the primary theoretical framework for conducting an interrogation of the systemic structures that …

Trial Tribulations: Lessons Learned From An Unsuccessful Pilot Trial Of Behavioural Activation In Young People With Early Or Emerging Psychosis At A Regional Mental Health Service, Janina Catalao Dionisio Murta, Bróna Nic Giolla Easpaig, Mitchell K. Byrne, Richard Gray, Martin Jones, David Mitchell, Rebecca Creek, Ellie Brown, Jing Yu Tan, Shaun Dennis, Daniel Bressington

Research outputs 2022 to 2026

AimThe experience of conducting an unsuccessful pilot trial of behavioural activation (BA) to improve depressive symptoms in young clients with early or emerging psychosis is reported on. We aimed to identify barriers and enablers to inform the conduct of future trials with this client group.MethodsClinicians completed BA training with the aim of delivering this to suitable clients. Feasibility outcomes were calculated as proportions of feasibility targets. The various stages of the pilot randomised trial were examined, informed by interviews with five young people with early or emerging psychosis and four clinicians. Interviews were content analysed.ResultsClient recruitment and retention targets were …

Framing Belonging And Exclusion: A Dialogic Narrative Analysis Of English- And Spanish-Language Immigration Coverage During The Trump 2024 Presidential Election, Evangeline T. Cruz

Theses and Dissertations

I investigated how English- and Spanish-language news outlets narratively constructed Latinx immigrants during the Trump 2024 presidential campaign, a period marked by heightened anti-immigrant rhetoric and political volatility. While past scholarships examined immigration framing through tone, sentiment, or frequency analysis, limited attention has been given to the deeper narrative structures that shape public meaning-making. This study addresses this gap by applying Dialogic Narrative Analysis (DNA) and Critical Thematic Analysis (CTA) to a bilingual dataset of 120 newspaper articles from The New York Times, Los Angeles Times, El Diario, and La Opinión published between November 2024 and February 2025.

Findings reveal …

Immigration, “Literary Value”, And The Logic Of Late Capitalism In Piersandro Pallavicini’S Il Mostro Di Vigevano (1999), Simone Brioni Dr.

Department of English Faculty Publications

According to Fredric Jameson’s Postmodernism, or, The Cultural Logic of Late Capitalism (1991), postmodern culture functions as an expression of the logic of late capitalism, manifesting in stylistic pastiche, the dominance of spectacle, a waning of historical consciousness, and a corresponding erosion of affect. Central to Jameson’s critique is the contention that postmodernism forecloses the possibility of imagining alternatives to capitalism. This article argues that Piersandro Pallavicini’s Il mostro di Vigevano (1999) exemplifies some of these features, and it shows how its description of immigrants to Italy as ingenuous, innocent, and simple-minded insinuates that they come from backward places …

We See You! Mentorship Matters: Female Superintendents' Experiences In Illinois, Nicole Maxwell-Aldred

Dissertations of Practice

The purpose of the study was to examine female superintendents' lived experiences with mentoring and the impact it had on their trajectory to the position. Thirteen semi-structured qualitative interviews from a phenomenological lens who are currently women superintendents in the northern portion of Illinois. The results of this study shows the impact of mentorship along the way to the superintendency, once in the role, and the need to pay it forward. Gender dynamics had an impact on women across time. Additionally this research amplified women’s voices, provided deeper understanding of women's experience with mentorship, and added to the body of …

Tourism And Quality Of Life In Montana: A Longitudinal Study Of Resident Attitudes 2012-2023, Sophie Morris, Melissa Weddell, Carter Bermingham, Megan Schultz

Institute for Tourism and Recreation Research Publications

Montana’s outdoor recreation and tourism industries have experienced steady growth over the past decade. This report explores how that expansion has shaped residents’ perceptions of tourism. Drawing on data from Montana residents, we track changes in attitudes from 2012 to 2023 on key issues, including overcrowding, the balance between tourism’s benefits and its impacts, quality of life, and the state’s role in promoting tourism.

The State Of Short-Term Rentals – 2024, Elena Bigart, Melissa Weddell, Jesse Wheeler, Sophie Morris, Jenna Asnault

Institute for Tourism and Recreation Research Publications

This report examined the role short-term rentals (STRs) play in Montana’s housing challenges, building on earlier ITRR research (Bigart et al., 2021). Using a mixed-methods approach, the study analyzed STR and housing data from 2019 to 2023 and incorporated interviews with local officials to assess evolving regulations, occupancy patterns, and perceptions of STR impacts. Findings highlight that STRs interact with broader market forces contributing to tight housing conditions and underscore the need for balanced policy approaches that support housing supply and affordability while sustaining tourism-related economic activity.

Planetarity And Relation: Ecology As Method, Ashish Ghadiali

School of Art, Design and Architecture Theses

The List of Works submitted comprises research through film, text, exhibition, performance and policy engagement, developed during a three-year period from 2021 to 2024 in the site-specific location of Southwest England. This multi-modal and interdisciplinary practice is framed in response to the question of how art and cultural strategy can, in the contexts of climate breakdown and global racial inequity, be conceived of as agency for environmental justice. In this integrative summary, I present a theoretical framework where ecology, in response to conditions of environmental crisis, is understood not only as a subject of inquiry but also as method. In …

Machine Learning Prediction Of Federal Appellate Court Outcomes: A Multi-Circuit Analysis With Administrative Law Implications, Nicky Nuertey Apenahier

Dissertations and Theses

Federal appellate courts are the final arbiters in many cases, yet systematic machine learning analysis across all twelve circuits remains largely absent from the computational law literature. With courts of appeals deciding tens of thousands of cases annually and the Supreme Court reviewing only a fraction, understanding what predicts reversal outcomes has both theoretical importance and practical consequences for litigants, attorneys, and judicial administrators. This study addresses that gap using eleven years of federal appellate decisions from the Federal Judicial Center’s Integrated Database. A systematic comparison of twenty-five machine learning models, spanning five algorithms and five class-imbalance correction strategies, identifies …

At The Crossroads Of Law And Society: Understanding The World Of Immigration Attorneys., Elvis Ariri

Senior Independent Study Theses

This independent study examines the professional experiences of immigration attorneys working with immigrant clients in the United States. Through qualitative, semi-structured interviews, the research explores how immigration law operates in practice, emphasizing systemic complexity, administrative delay, and discretionary decision-making. Findings reveal that attorneys navigate a fragmented legal framework shaped by shifting policies, inconsistent adjudication, and high emotional stakes. Beyond technical expertise, immigration practice requires emotional resilience, ethical judgment, and strategic adaptability. By centering attorneys’ perspectives, this study highlights immigration law as a lived social system that structures belonging, exclusion, and stability, illuminating the gap between statutory intent and human consequence.

Factors Associated With Opioid And Antibiotic Prescribing At Us Academic Dental Institutions: 2011 To 2020, S Tungare, A-I Yansane, S Gantela, K K Kookal, S Mccurdy, T M Krause, S Sharma, M Walji

Faculty, Staff and Student Publications

Introduction: In the United States, dentists are one of the leading prescribers of opioids and antibiotics. Because dental schools are the training grounds for future dentists, it is crucial to understand how prescribing has changed and why these medications are being prescribed in academic settings.

Objectives: The objective of this research was to describe the prescribing trends and factors associated with opioid and antibiotic medication prescribing at US academic dental institutions between 2011 and 2020.

Methods: Data from electronic dental records collected through the BigMouth data repository from 9 anonymized dental institutions between 2011 and 2020 were used. Prescribing rates …

Examining Motivators And Barriers To Meditation Practice Among Individuals With Spinal Cord Injury: Insights From A Survey Study, Radha Korupolu, Chelsea G Ratcliff, Ariana Andampour, Susan Robinson-Whelen, Shrasti Lohiya, Audrey S Cohen, Christine Bakos-Block, Tiffany Champagne-Langabeer

Faculty, Staff and Student Publications

Context: Meditation and mindfulness practices offer promising non-pharmacological alternatives for individuals with spinal cord injury (SCI) to improve their health and well-being, but integrating such practices into daily routines can be challenging.

Objectives: This survey study aims to identify motivators and barriers to engagement with meditation and mindfulness interventions among individuals with SCI.

Methods: A cross-sectional survey was conducted among adults with SCI (N = 94) from a single large acute rehabilitation center in the United States.

Results: Results from the survey showed a strong interest in meditation among individuals with SCI, with nearly half reporting current engagement in meditation …

Improving Accuracy Of Wind Speed Forecasted With Power Law And Multiple Layer Perceptron: A Case Study Of Aneho, A Coastal Area Of Togo, Maklewa Agoundedemba, Raphael Nyenge, Nicholas Musila, Kicoun Jean-Yves N’Zi Toure, Chang Ki Kim, Hyun-Goo Kim

All Rsif Scholars' Publications

Wind speed forecasting is critical for optimizing wind energy generation, especially in regions with complex and variable weather patterns. This study focuses on improving the accuracy of wind speed forecasting using Multiple Layer Perceptron (MLP) models, with specific application to Aneho, a coastal area in Togo. The Power Law (PL) extrapolation or interpolation method is commonly used to estimate wind speeds at different heights. However, PL tends to show significant performance variability, particularly in periods with complex wind conditions. This study aimed to assess the accuracy of the PL method and enhance it using MLP for bias correction. We used …

Biomass And Ecosystem Services Valuation In Support Of Urban Climate-Resilience In Dakar, Senegal, Momath Diankha, Moussa Soule, Serigne Modou Sarr, Maharazu A. Yusuf, Kwame Oppong Hackman, Sintayehu Workeneh Dejene, Issaka Abdou Razakou Kiribou

All Rsif Scholars' Publications

Rapid urbanization is a growing global concern that challenges sustainability in cities. Urban trees provide several ecosystem services, such as climate regulation, carbon sequestration, and air-pollution removal. The sustainable benefits of these services imply the preservation of urban forests in developing countries, where trees are frequently removed and replaced by buildings and other infrastructure. Supporting informed decisionmaking requires accurate estimation and valuation of tree biomass and ecosystem services beyond conventional forest-based allometric approaches. This study used a scientific ecosystem services modeling tool to improve the accuracy of biomass estimates for the Mbao Protected Forest in Dakar. It uses the vegetation …

Investigating The Impact Of Climate Change On Physical And Chemical Hydrology Of A Michigan Wetland, Emmalynn Boulton

Senior Honors Theses and Projects

Wetlands support biodiversity, regulate water cycles, and sustain ecological health. Understanding their functions and the relative contributions of groundwater and precipitation are key to conserving these ecosystems effectively, especially under changing climate conditions. Fish Lake Environmental Education Center (FLEEC) is 240 acres of diverse, glacially-influenced wetlands located near Lapeer, Michigan. This site encompasses a bog consisting of sphagnum moss and peat underlain by clay, as well as many glacial kettles that form ephemeral vernal pools during periods of frequent precipitation. Previous studies have shown that groundwater flows from the north to the southeast, from the bog towards Fish Lake. The …

Legalizing Magic Mushrooms: A Different Set Of Laws For A Different Kind Of Drug, Edward S. Adams

Case Western Reserve Law Review

No abstract provided.

Cisheterosexism In Lgbtqia+ Health Resource Guides, Vanessa Kitzie, Olivia Reed, Amirezza Kalantari

Faculty Publications

Cisheterosexism in LGBTQIA+ Health Resource Guides Vanessa Kitzie, Amirezza Kalantari, Olivia Reed University of South Carolina, School of Information Science [email protected] Limited healthcare resources lead many LGBTQIA+ people to peer networks, often accessed via search engines to find community-created health resource websites [1–3]. Academic library guides benefit privileged LGBTQIA+ identities [4], but little is known about community guides, which may reinforce cisheterosexist narratives, causing stigma and stress [5, 6]. This study addresses this gap by scraping Google results for LGBTQIA+ health resources across US states, examining how cisheterosexism shapes health topics, geography, and representation of LGBTQIA+ populations. We hypothesize that …

The Impact Of Remittances On Food Security In Times Of Crisis—Evidence From Covid-19 In Latin America And The Caribbean, Colin Cannonier

Funded Scholarship

This study examines the association between workers’ remittances and food insecurity in Latin America and the Caribbean using data from a Coronavirus survey covering over 100,000 individuals during the COVID-19 pandemic. Results indicate that receipt of remittances is associated with an 8.8% decrease (2.5% points) in overall food insecurity. Heterogeneous effects are observed among females, individuals in Latin America, and households with children. Remittances from the USA exhibit a stronger influence on reducing food insecurity. The findings underscore the potential importance of remittances in improving food security at both extensive and intensive margins. Policy issues are also discussed.