Digital Commons Network^™

Essays On Financial Econometrics And Macro-Financial Forecasting, Zhendong A. Li

Electronic Theses & Dissertations (2024 - present)

The first chapter proposes an innovative supervised learning technique for dimension reduction and forecasting financial and macroeconomic time series in the presence of weak factors that can undermine the effectiveness of traditional Principal Component Analysis (PCA). This approach employs double or multiple supervised learning procedures and is termed ``Supervised Scaled Principal Component Analysis'' (SsPCA). Initially, each predictor is scaled using its predictive slope on the target forecast variable, giving more weight to those with stronger predictive abilities and less to those with weaker ones. Subsequently, utilizing the scaled predictors, we intelligently identify the most informative subset for prediction. This involves …

Regulation Of Private Higher Education In Mexico: How Non-Elite Institutions Navigate Authorization, Edson Eduardo Navarro Meza

Electronic Theses & Dissertations (2024 - present)

Low quality, excessive commercialization, fraud, profit in disguise, and predatory dynamics remain the most pressing regulatory challenges in the context of private higher education in Mexico. These problems have been largely attributed to the ineffectiveness of authorization mechanisms, which have repeatedly become the focus of controversy and criticism from social, academic, and media sectors regarding their role in shaping the development of the sector. Some observers blame the government for its inaction in the face of rapid institutional proliferation, as well as for maintaining authorization procedures that have proven to be ineffective gatekeepers of sectoral expansion. Others place responsibility on …

Dynamic Effects Of Economic Shocks Under Uncertainty, Seojin Jung

Electronic Theses & Dissertations (2024 - present)

This dissertation studies the dynamic effects of economic shocks under uncertainty across three self-contained essays.

The first essay introduces a two-stage model averaging estimator for impulse response functions that flexibly combines local projection (LP) and vector autoregression (VAR) methods, as well as different statistical paradigms (Bayesian or frequentist). In the first stage, we compute weights within the LP and VAR groups. A second-stage weight then integrates the two groups by accounting for their structural differences and incorporating their respective strengths. Monte Carlo simulations illustrate a typical bias-variance trade-off: LP-based estimators tend to exhibit lower bias, whereas VAR-based estimators display lower …

Race And Racism In Canada’S Immigration Detention System, Efrat Arbel, Prasanna Balasundaram, Hanna Gros, Nana Yanful

All Faculty Publications

Race and Racism in Canada's Immigration Detention System is the first comprehensive, independent study to examine race and racism in Canada's immigration detention system. Grounded in rigorous legal analysis and qualitative research, the study draws on interviews with 50 participants, including people with lived experience of immigration detention, as well as lawyers, paralegals, and service providers who work in immigration detention. The research was guided by an advisory board of people with lived-experience in immigration detention and co-led by a collaborative research team.

Model Law? Template Legal Culture And The Global Production Of Environmental Law, Natasha Affolder

All Faculty Publications

Lawyers build from templates. Accounts of how law is made rarely mention them. New legislation tends to present itself as original. It is almost never made from scratch. This article makes the hidden process visible. It does so through a study of the near-global spread of environmental impact assessment (EIA) legislation since 1969, using computer-assisted textual similarity analysis to trace what I expected to be identifiable model laws and clear lines of legal inheritance. The search yielded instead a transnational repertoire of legal fragments, repeatedly recombined into new legislative forms across different legal traditions, languages and decades. EIA's legislative spread …

Hepatitis C Among Persons Who Inject Drugs In New York State: Progress Towards Elimination, Meredith A. Barranco

Electronic Theses & Dissertations (2024 - present)

Background: Hepatitis C virus (HCV) infection is one of the leading causes of liver disease in the United States (US) and worldwide. In the United States today, HCV is transmitted primarily through injection drug use (IDU) and therefore disproportionately impacts persons who inject drugs (PWID), a population with a range of complex social and health needs. HCV is not vaccine-preventable but can be cured in over 90% of cases with an 8–12-week course of daily direct-acting antiviral (DAA) medication. Since approval of curative medications in 2014, various jurisdictions have developed plans to eliminate HCV. In 2021, the New York State …

The Effects Of Vitamin K On Neuronal Ferroptosis, Chelsey P. Eighmey

Electronic Theses & Dissertations (2024 - present)

Dementia is a crippling illness affecting millions worldwide causing significant public health burdens with long-term care. The lack of treatment options results in many years of suffering for affected individuals and their loved ones who often become primary caretakers. Decades of study have focused on treating dementia with little-to-no success, so an emphasis is needed on attempting to prevent disease progression altogether. This research explored vitamin K as a potential strategy for prevention of dementia onset or progression through the mechanism of suppressing ferroptosis. Ferroptosis is a type of cell death suggested to contribute to the hallmark traits of Alzheimer’s …

Using Eye Tracking To Explore How Auditory-Visual Chunking Modulates Visual Search Strategies In Expert Musicians In The Presence Of Auditory Interference, Nicole Arco

Electronic Theses & Dissertations (2024 - present)

Experts show performance advantages during visual search due to their extensive experience with domain-specific stimuli. Experts form memory representations for meaningful visual patterns, called chunks, that group together multiple domain-specific features into larger patterns. The ability of experts to form chunks could allow them to more precisely encode a search template, which could facilitate visual search performance. In the domain of music reading, expert musicians might form chunks that are multimodal (i.e., using visual and auditory modalities). The current studies addressed the possibility that chunks are multimodal by extending a previous cross-modal visual search task to manipulate the presence of …

Academic Outcomes Of Associate Degree Transfer Students From Selected Two-Year Campuses To A Public Urban Research University In The Northeast U.S: An Empirical Analysis Using Administrative Unit Record Data, Michelle Bianchi

Electronic Theses & Dissertations (2024 - present)

This study examined academic outcomes for associate degree transfer students at an urban, public research university in the Northeast United States. In particular, this study examined differences in rates of retention, rates of graduation, and cumulative upper-division grade point average (GPA) at graduation between associate degree transfers and direct-entry undergraduates at the same institution, taking into account the two-year college attended. This approach provides a lens into campus effects, considering the profiles of associate degree transfers from identified two-year colleges to search for similarities and differences in academic outcomes for transfers by two-year college attended.

The study relied on student-level …

Audiovisual Motion Onset Asynchrony As Expectation Violation: Effects On Memory And Liking In Media Contexts, Sijia Song

Electronic Theses & Dissertations (2024 - present)

This research presents the first systematic investigation of motion-onset asynchrony (MOA) as a form of audiovisual temporal incongruency grounded in contemporary spatial audio and extended reality (xR) systems. MOA—the delay between the onset of visual and auditory motion—was manipulated at three levels (0 s, 1.1 s, 3 s) to test its effects on cognitive (memory) and affective (liking) outcomes during short 2D animated video viewing. Guided by inverted-U models of expectation violation, it was hypothesized that moderate MOA would be associated with the highest memory performance and liking ratings and that liking would mediate MOA’s effects on memory. Across two …

The Relationship Between Interoceptive Awareness And Eating Disorder Symptomatology, Madelyn G. Johnson

Electronic Theses & Dissertations (2024 - present)

Interoceptive awareness (IA; e.g., the ability to perceive and interpret internal bodily sensations) is increasingly recognized as central to eating disorder (ED) psychopathology, yet findings remain mixed regarding whether heightened IA is protective or maladaptive. Across two studies using a sample of 654 college students (Mage = 18.74, SD = 1.56; 46% White; 58% female) from a large northeastern U.S. university, we examined (1) how specific IA facets relate to ED symptom severity, and (2) whether anxiety sensitivity (AS) helps explain these associations. In Study 1, linear regressions predicting Eating Disorder Examination Questionnaire–7 (EDE-Q7) scores showed that nearly all MAIA-2 …

Analysis Of The Thermodynamic Variables Associated With Hawaiian Extreme Precipitation Using The Fraction Of Attributable Risk (Far), Matthew J. Sinnenberg

Electronic Theses & Dissertations (2024 - present)

The Hawaiian Islands experience extreme maxima in precipitation that vary spatially, by season, and in response to different teleconnection patterns. Due to the islands’ unique geography, they are not well-resolved by global climate models, necessitating a focused assessment to identify  climatological trends. In this study, a probability-based analysis was conducted on regionally averaged thermodynamic variables relevant to the formation of extreme events. The primary objective was to evaluate whether changes in the occurrence of extreme conditions have occurred and to understand how the El Niño-Southern Oscillation (ENSO) influences these occurrence rates.

Hourly data from ERA5 spanning 1980-2019 were resampled to …

Population Genomics And Evolution Of Pseudomonas Aeruginosa, Samara T. Choudhury

Electronic Theses & Dissertations (2024 - present)

Pseudomonas aeruginosa is a Gram-negative bacterium ubiquitous in diverse environments and an opportunistic pathogen in humans. It is a leading cause of chronic lung infections in cystic fibrosis patients and of hospital-acquired pneumonia and sepsis. With a large flexible genome and abundant mobile genetic elements, P. aeruginosa exhibits high levels of antimicrobial resistance (AMR), making it a significant public health threat. Evolutionary processes such as homologous recombination, and horizontal gene transfer generate extensive genomic diversity in this species and facilitate the spread of resistance genes. In this dissertation, I investigate the genetic and evolutionary factors shaping P. aeruginosa population structure …

Light And Fire: Kerosene And The Rise And Fall Of Standard Oil, 1859-1911, Minseok Jang

Electronic Theses & Dissertations (2024 - present)

This dissertation revisits the rise and fall of Standard Oil between 1859 and 1911 through the lens of petroleum’s materiality and the fire hazards it posed. Moving beyond traditional narratives that focus on the company’s corporate strategy, this study argues that the volatility of petroleum and the global consumer experience of its environmental risks were central to shaping the company’s trajectory. The research highlights how Standard Oil struggled to control the flammable nature of kerosene—the primary petroleum product used for illumination at the time—before aligning with Great Britain’s advanced inspection technologies and regulatory frameworks. This transimperial cooperation enabled Standard Oil …

Structural Inequities, Environmental Toxicants, And Cardiometabolic Pathways In Cardiovascular Disease: Evidence From A Nationally Representative U.S. Population, Ese F. Oghaghare

Electronic Theses & Dissertations (2024 - present)

Cardiovascular disease (CVD) remains the leading cause of morbidity and mortality in the United States and continues to disproportionately burden racial/ethnic minorities and socioeconomically disadvantaged populations. Traditional risk factors and behavioral explanations fail to fully account for these persistent disparities, motivating increased attention to intermediate biological pathways and environmental toxicant exposures through which structural inequities may become biologically embedded. This dissertation investigates how cardiometabolic biomarkers, diet quality, and exposure to persistent organic pollutants jointly contribute to cardiovascular disease risk in a nationally representative U.S. population.

Using data from the National Health and Nutrition Examination Survey (NHANES), three complementary studies were …

Nanostructured Cathode Catalysts For Aem Electrolysis: From Catalyst Design To Degradation And Hydrogen Dynamics, Yamini Kumaran

Electronic Theses & Dissertations (2024 - present)

Anion exchange membrane water electrolysis (AEMWE) presents a promising pathway toward cost-effective and sustainable hydrogen production by integrating the chemical robustness of alkaline systems with the compact, zero-gap design of proton exchange membrane electrolyzers. However, the widespread implementation of AEMWE is limited by the availability of highly active and durable platinum-group-metal (PGM)-free catalysts and by an incomplete understanding of their degradation behavior under realistic operating conditions.

This dissertation focuses on the development, characterization, and mechanistic investigation of nanostructured MoNi₄–MoO₂-based electrodes for efficient and stable hydrogen generation under alkaline and membrane-integrated environments. MoNi₄–MoO₂ nanorods …

Perceived Autonomy To Exercise Rights: Race And Ethnicity And Citizenship In Consent Searches, Srishti Katuri

Electronic Theses & Dissertations (2024 - present)

Consent searches—police searches conducted with an individual’s permission—constitute the majority of warrantless searches in the United States. Although these encounters are legally described as voluntary, scholars have long questioned whether civilians truly feel free to refuse an officer’s request to conduct a search. The present study examined how race and ethnicity and citizenship status influence civilians’ consent decisions and perceived freedom to deny consent in a hypothetical police encounter. A community sample of 191 adults from New York State read a vignette in which a police officer requested to search their backpack. Then, participants reported their ideal and anticipated consent …

School-Based Antecedent Interventions Derived From Structural Analyses: A Systematic Review And Meta-Analysis, Georgia M. Gaertner

Electronic Theses & Dissertations (2024 - present)

Disruptive behaviors in the classroom setting present immediate challenges for both students and teachers and are associated with a host of negative, long-term outcomes. Antecedent interventions are a group of behavior management strategies that can be used to target disruptive behaviors before they occur. This study consisted of a systematic review and meta-analysis of school-based antecedent interventions that were derived from a structural analysis. The results indicated that structural analytic research on school-based antecedent interventions has been conducted with students across diverse educational settings and with students with a variety of disabilities and conditions. Elementary school students and male students …

Investigating A Mindfulness Curriculum And Prompting For Generalization On Overall Engagement Time, Caitlyn Ruggiero

Electronic Theses & Dissertations (2024 - present)

Mindfulness is a practice that has existed for centuries (Felver et al., 2022) and has been adapted to address various aspects of human life. Among the various uses of mindfulness practices, they have been adapted for use in school settings to support the use of adaptive learning behaviors in the classroom. For the target behavior to change in the natural setting, the student receiving intervention must be able to generalize the learned mindfulness skills to the classroom. The current study aimed to determine whether participation in the Soles of the Feet mindfulness intervention increased students’ overall engagement time (OET) in …

Providers' Perceptions Of Barriers And Facilitators To Implementing Non-Pharmacological Treatment For Adults With Chronic Pain: A Meta-Synthesis, Mikhaela Mcfarlin

Electronic Theses & Dissertations (2024 - present)

Background. Chronic pain is a public health concern impacting approximately 20% of adults in the U.S. Nonpharmacological interventions are considered first-line treatments for patients with chronic pain, yet nonpharmacological interventions remain significantly underutilized. While previous research has explored barriers from the patient’s perspective, limited attention has been paid to providers’ experiences implementing these treatments. This qualitative meta-synthesis aimed to examine provider-perceived barriers and facilitators to implementing nonpharmacolgical treatments for adults with chronic pain. Methods. Independent reviewers conducted systematic searches across PubMed, PsycInfo, CINAHL, and ProQuest Dissertations using relevant (e.g., “mental health provider”, “nonpharmacological”) and applied inclusion criteria to …

A Cross-Species Meta-Analysis Of Environmental Enrichment Effects On Cognition, Greg S. Fitzgerald

Electronic Theses & Dissertations (2024 - present)

Environmental enrichment --providing animals or people with stimulating, complex surroundings --consistently improves cognitive performance in laboratory rodents. But when similar interventions are tested in humans, the benefits are much smaller. Understanding why matters: if researchers overestimate how well rodent findings will translate, it can mislead expectations for human cognitive interventions.

This dissertation presents the first cross-species meta-analysis comparing environmental enrichment effects on cognition between rodent and human studies. Drawing on 121 studies (71 rodent, 50 human) contributing 478 effect sizes, the analysis used multilevel models with variance correction to account for the statistical dependence created when studies report multiple outcomes. …

Advancing Periodic Time Series Analysis: Application, Bias Assessment, And Optimal Window Selection In The Variable Bandpass Periodic Block Bootstrap Method, Yanan Sun

Electronic Theses & Dissertations (2024 - present)

Time series analysis is essential for understanding long-term patterns, periodic behavior, and underlying correlations in complex datasets. The periodically correlated (PC) time series is a type of time series where the correlation structure repeats over fixed intervals. The Variable Bandpass Periodic Block Bootstrap (VBPBB) has recently been proposed as a resampling method that preserves PC structures through the use of periodogram, bandpass filters, and block bootstrap resampling. Although promising, VBPBB remains underutilized, and its limitations have not been fully examined. This dissertation advances both the application and methodological development of the VBPBB.

The first project applies the VBPBB to a …

Improving Clinical Decision-Making: Reducing The Affect Heuristic In Substance Use Treatment, Corey M. Monley

Electronic Theses & Dissertations (2024 - present)

Therapists are at risk for engaging in the affect heuristic, which occurs when automatic emotional reactions influence clinical decision-making more than objective data about clients. Emotional reactions are common when treating clients using substances (CUS), but the influence of the affect heuristic on therapists’ clinical decision-making with CUS has yet to be quantified. This study investigated (1) the extent to which therapist trainees engage in the affect heuristic with CUS and (2) whether it can be reduced through brief cognitive science training. Graduate-level therapists (n = 130) were randomized to one of two conditions: brief online training involving …

School-Based Interventions With Youth Engaging In Bullying Behaviors: Effective Strategies From The Perspective Of School Social Workers, Elizabeth A. Crowe

Electronic Theses & Dissertations (2024 - present)

Bullying is a nationally recognized social problem associated with harmful consequences for all youth involved. Despite their crucial role in bullying interventions and student success, the practices and perspectives of school social workers are notably absent from academic literature. This survey research study sought to identify strategies that school social workers use with youth engaging in bullying behavior; distinguish which strategies are the most and least effective from the perspective of school social workers; and recognize the supports and barriers school social workers face when implementing bullying interventions.

Survey data from a sample of school social workers answered these questions. …

Applications Of Machine Learning For Evaluating Downward-Coupled Stratosphere-Troposphere Interactions And Subseasonal Forecasts Of Opportunity, Elena M. Fernandez

Electronic Theses & Dissertations (2024 - present)

Wintertime stratospheric dynamics provide key information for understanding atmospheric teleconnections and improving subseasonal-to-seasonal (S2S) predictions on timescales of two weeks to two months. Periods of enhanced predictability, often referred to as forecasts of opportunity, arise from large-scale teleconnected variability, within which the stratosphere serves as an important precursor for tropospheric states, such as near-surface temperatures. While traditional diagnostics of downward coupled stratosphere-troposphere interactions typically rely on zonal-mean representations of wind and geopotential height, this dissertation presents an alternative vortex-centric framework through metrics that capture the daily geometric and dynamical evolution of the stratospheric polar vortex. The proposed stratospheric …

After The Aid Boom: Government Responses To The Global Health Agenda And Political Commitment In Low- And Middle-Income Countries, Sana Abdelkarim

Electronic Theses & Dissertations (2024 - present)

How do governments respond to the global health agenda? Does external health assistance translate to sustained domestic political commitment in low- and middle-income countries? Over the past three decades, development assistance for health has expanded, accompanied by international agreements emphasizing country ownership, alignment, and domestic resource mobilization. Yet domestic fiscal commitment to health remains uneven across countries. These questions have become more pressing as the global aid landscape enters a period of contraction, with a significant decline in development assistance, including health financing, raising concerns about the sustainability of health systems that have become reliant on external support.  This raises …

The Moderating Effect Of Self-Efficacy On The Relationship Between Social Determinants Of Health And Alcohol Use In A Diverse Adult Sample, Cara L. Fresquez

Electronic Theses & Dissertations (2024 - present)

Heavy alcohol consumption is associated with a range of psychosocial problems and chronic conditions, resulting in approximately 140,000 preventable deaths each year. With these potential consequences in mind, it is understandable that 46% of individuals who consume alcohol report attempting to reduce the quantity of alcohol they drink; however, very few enter formal treatment. Despite this, many people will decrease their heavy drinking over time, presumably due to individual and environmental factors, particularly self-efficacy and protective social determinants of health (SDoH). This study aimed to answer the research question “How is SDoH adversity related to the likelihood of reporting reduced …

Paying The Price: How Financial And Health Stress Can Impact Incidental Memory In The Survival Processing Paradigm, Bailey C. Hall

Electronic Theses & Dissertations (2024 - present)

Cognitive psychologists have examined how evolutionary pressures can shape memory systems and how survival-relevant information is processed. Nairne et al. (2007) established the survival processing paradigm and showed that processing information within a survival context reliably enhances later recall. Previous research has identified academic pressure and financial stress as the most influential stressors for undergraduate students (Patel & Lewis, 2023). Financial stress is widespread and influences multiple domains of life, including health behaviors and psychological well-being (Northern et al., 2010). In this study, two scenarios were created to explore financial and health stress compared to the original grassland survival scenario. …

Disability And Self-Identity: Examining Their Relationship And Impact On First-Year Students’ College Transition, Caroline A. Mcpartlin

Electronic Theses & Dissertations (2024 - present)

As students with disabilities enroll in college at increasing rates, higher education institutions (HEIs) are challenged to consider students with disabilities’ unique needs. Student development theory informs higher education policy and practice but lacks disability perspectives. As such, this study was designed to narrow gaps in disability literature and supplement student development theory with a needed disability perspective. Through an examination of how participants categorized their self-identities and identities as college students, this study investigated students with disabilities’ identity development and its impact on their college transition.

Utilizing qualitative interviews, 12 students with disabilities (SWDs) were prompted to share their …

Student Codes Of Conduct, Institutional Isomorphism, And Restorative Justice: Practice And Implementation In The State University Of New York (Suny) System, Alexandra Athens

Electronic Theses & Dissertations (2024 - present)

The student conduct field constantly must balance the legal requirements of the federal and state governments with providing an educational environment for students to learn and develop valuable skills in conflict management, problem solving, and communication. Each higher education institution has a student code of conduct detailing the policies and procedures by which students are expected to abide. These codes of conduct carefully combine the legal requirements and educational goals of each institution’s conduct office. This study analyzed the prevalence of restorative justice practices and other common practices in the codes of conduct at 4-year institutions in the State University …