Digital Commons Network^™

Formal Vs. Informal Disclosure Of Campus Sexual Assault: Social Reactions, Institutional Responses, And Associated Posttraumatic Stress, Karyna Fowler

Honors Theses

With research demonstrating increasing rates of sexual victimization on college campuses (Koss et al., 1987; Koss et al., 2022), sexual assault disclosure has become a critical construct with implications for victim-survivors’ posttraumatic stress (PTS) and healing. In the present mixed-methods study, college students (N = 558) at Bucknell University completed a survey assessing sexual victimization, disclosure, peer responses, institutional betrayal and support, and PTS; a subset (n = 9) participated in qualitative interviews examining social reactions, barriers to disclosure, and present functioning. Consistent with hypotheses, women reported significantly higher rates of sexual victimization than men; disclosure was relatively infrequent (26.5%) …

A Psychometric Evaluation Of Obsessive-Compulsive Items In The Hierarchical Taxonomy Of Psychopathology (Hitop)-Self Report Among Caregivers Of Children, Zach Wasserman

Honors Theses

Introduction: The classification and assessment of psychopathology is a crucial part of understanding mental health. The current model, published in the Diagnostic and Statistical Manual of Mental Disorders, with the current 5th edition (DSM-5; American Psychiatric Association, 2022), utilizes a categorical approach to psychopathology (i.e., one has the disorder or they do not). This creates ~300 diagnoses that are understood as theoretically distinct from one another. In reality, categorical diagnoses are often heavily comorbid (Forbes et al., 2024) and within a diagnostic category there are large amounts of heterogeneity (Feczko & Fair, 2020). To address these issues, dimensional models …

An Analysis Of Volcanic Lightning And Its Controlling Factors, Nathan Stamford

Honors Theses

Volcanic lightning, first documented during the 79 AD eruption of Mount Vesuvius, includes any electrical discharge that is generated during a volcanic eruption rather than a thunderstorm. By analyzing individual eruptions and performing laboratory experiments, previous research has identified multiple controlling factors that influence the charging mechanisms and generation of volcanic lightning. While the previous research has made significant discoveries about the phenomenon, the exact relationship between many of these controlling factors and volcanic lightning generation has been poorly quantified. In this study, we investigate these controlling factors and show that they have a wide range of influence over volcanic …

The Divide Of Women’S Health: Systematic Thinking Of Women, Tasfia T. Howlader

Honors Theses

Women’s health has constantly been changing- from public health infrastructure to health policies, and even medical advancements. Yet, the struggles are persistent within the gaps present in women’s health. The Socio-Ecological Model (SEM) explains interactions between different levels of relationships, which result in health outcomes that vary from individual factors to environmental factors. Applying the SEM to describe health disparities can help explain how the relationships an individual has influenced their health. This project serves to exemplify these different levels while discussing the tailoring of services to the needs and the importance of populations based on their experiences. Specifically, adhering …

Reassessing Argentina’S 2018 Crisis: Fiscal Imbalances, External Constraints, And Imf Policy, Michael Garcia

Honors Theses

This thesis will evaluate the causes of Argentina’s 2018 financial crisis, examining how it should be evaluated through the lens of fiscal imbalance or by external constraints. The dominant interpretation is shown in the International Monetary Fund’s (IMF) 2018 Standby Agreement. It attributed the crisis to excessive fiscal deficits, inflation, and weak monetary discipline. This perspective is supported by the Polak model. The model itself connects domestic credit expansion to balance of payment imbalances. It views external crises resulting from internal policy excess.

This paper offers an alternative interpretation of a post-Keynesian that emphasizes external vulnerability, foreign currency debt, and …

Reassessing Argentina’S 2018 Crisis: Fiscal Imbalances, External Constraints, And Imf Policy, Michael Garcia

Honors Theses

This thesis will evaluate the causes of Argentina’s 2018 financial crisis, examining how it should be evaluated through the lens of fiscal imbalance or by external constraints. The dominant interpretation is shown in the International Monetary Fund’s (IMF) 2018 Standby Agreement. It attributed the crisis to excessive fiscal deficits, inflation, and weak monetary discipline. This perspective is supported by the Polak model. The model itself connects domestic credit expansion to balance of payment imbalances. It views external crises resulting from internal policy excess.

This paper offers an alternative interpretation of a post-Keynesian that emphasizes external vulnerability, foreign currency debt, and …

Un-Determining The Overdetermined Body: Anorexia Nervosa And Selfhood In What I Lost By Alexandra Ballard, Maddalena (Maddy) R. Grieco

Honors Theses

This thesis examines the intersection between young adult fiction and anorexia nervosa through the lens of Alexandra Ballard’s 2017 novel, What I Lost. The fictional space of the novel interacts with the larger trends of American culture and society, forming a connection between the external world and the protagonist’s personal experience with anorexia nervosa. Specifically, this thesis explores three external forces–the fashion industry, the transmission of generational ideals and habits, and the institutional recovery center–that are mapped onto the site of the female body, resulting in the expression of anorexia nervosa. The following chapters detail each external influence, respectively, …

Deep Learning Approaches For Voltammetric Analysis Of Coffee, Ryan Koes

Honors Theses

This thesis investigates deep learning approaches for voltammetric analysis of brewed coffee using a low-cost electrochemical system and screen-printed electrodes (SPEs). Traditional analytical methods, such as high-performance liquid chromatography (HPLC) and gas chromatography-mass spectrometry (GC-MS), provide precise quantification of key compounds but require expensive instrumentation and specialized expertise, limiting accessibility. While SPEs offer a more accessible alternative, they yielded poor results with traditional processing; however, when combined with a neural network, the system proved more effective. In experiments with 132 coffee samples, mean errors for caffeine, CGA, and TDS predictions were 52.98 ppm, 70.48 ppm, and 0.08%, respectively. These findings …

Utilizing Computer Modeling To Optimize Electric Fields Within Xenon Time Projection Chambers, Miles Meloni

Honors Theses

XENONnT is a physics experiment designed with the goal of detecting dark matter particles. The detector is a time projection chamber; a series of charged electrodes creates an electric field, surrounding a central body filled with liquid and gaseous xenon. Photomultiplier tubes (PMTs), positioned on either end of the chamber, serve to detect light signals. We seek to minimize the root mean square of the electric field norms experienced by the PMTs. This quantity corresponds to the variance in the electric field observed by the PMTs. Establishing a consistent electric field is important to maintaining these sensitive components. The electric …

Inequality In The Urban Forest: Modeling Tree Canopy Dynamics Through Demographics And Restoration Strategies, Eve Johansson

Honors Theses

Urban tree canopies play an important role in environmental quality, public health, and neighborhood livability, yet their distribution is highly uneven and often reflects historical patterns of inequality. In Brooklyn, long-term processes such as redlining, uneven development, and demographic change have contributed to persistent disparities in access to green space.

This thesis examines how urban tree canopy evolves across space and time in Brooklyn and how different restoration strategies affect long-run outcomes. The analysis uses demographic and canopy data from 1990-2020, considering race, income, employment, and educational attainment. Among these, education is the most consistent predictor of canopy coverage, with …

Combining Haptic Feedback With Electromyography To Study Knee Injury In Stationary Cycling, Christopher Kirby

Honors Theses

Patellofemoral Pain Syndrome (PFPS) is the most prevalent overuse injury in cycling, often linked to altered neuromuscular activation patterns of the quadriceps and hamstrings. While sensory feedback has successfully modified cyclists posture, there is a critical lack of evidence-based interventions targeting the underlying muscle activation imbalances associated with chronic knee pain. This study aimed to develop and validate a novel, real-time biofeedback system that utilizes electromyography (EMG) to trigger vibrotactile cues, aiming to shift muscle onset timing earlier in the pedal stroke to mitigate PFPS-related imbalances. A closed-loop system was engineered by integrating a Delsys EMG system with a SageMotion …

Interpreting Legal Standards Of Proof: An Experimental Study Of Probabilistic Decision-Making, Hayley Leopold

Honors Theses

Legal standards of proof play a central role in structuring decision-making under uncertainty, yet they are typically communicated using qualitative language rather than precise probabilities. This raises an important question: how do individuals interpret and apply these standards when making decisions based on probabilistic evidence? This study examines whether individuals apply legal standards of proof in a manner consistent with their commonly associated probabilistic thresholds, and whether quantification and incentives improve alignment with normative decision-making.

To address these questions, I conducted a controlled behavioral experiment in which participants made legal-style decisions under uncertainty. Participants were assigned roles in a simplified …

Reassessing Argentina’S 2018 Crisis: Fiscal Imbalances, External Constraints, And Imf Policy, Michael Garcia

Honors Theses

This thesis will evaluate the causes of Argentina’s 2018 financial crisis, examining how it should be evaluated through the lens of fiscal imbalance or by external constraints. The dominant interpretation is shown in the International Monetary Fund’s (IMF) 2018 Standby Agreement. It attributed the crisis to excessive fiscal deficits, inflation, and weak monetary discipline. This perspective is supported by the Polak model. The model itself connects domestic credit expansion to balance of payment imbalances. It views external crises resulting from internal policy excess.

This paper offers an alternative interpretation of a post-Keynesian that emphasizes external vulnerability, foreign currency debt, and …

Design And Analysis Of Energy Recovery Methods For Reduced Aircraft Emissions, Joshua C. Hauck

Honors Theses

Aircraft flights are an increasingly popular mode of transportation. However, their harmful impacts on the environment are a growing concern. Many engineers have worked to develop fully electric aircraft to address this issue. Although they are much more sustainable than conventional aircraft, electric aircraft encounter severe limitations imposed by current battery technology. One alternative route engineers have taken is developing energy recovery methods (ERMs). These are marketed as devices that reduce aircraft fuel consumption without significantly changing their structure and functionality, making them an excellent short-term solution. However, there is little to no consideration of the tradeoffs induced by the …

Plea Bargaining And The Destruction Of Procedural Justice: A Theoretical And Empirical Critique Of Fairness In The U.S. Legal Sphere, Emma Scillitani

Honors Theses

This thesis examines the legal process of plea bargaining as it currently operates within the criminal justice system in the United States. Through both an empirical and theoretical evaluation of this procedure, it analyzes how plea bargaining exists in practice and whether it can be considered a fair mechanism of case resolution. This project investigates the practice on a molecular level through its presence at a county-level court jurisdiction, which represents broader structural implications of the national legal system. Furthermore, it identifies three central factors that drive the overutilization of plea bargaining: power asymmetry, information, asymmetry, and case processing time. …

Group-Based Integer Factorization: Theory And Performance, Phuong Cao

Honors Theses

Integer factorization, the problem of finding a nontrivial factor of a composite integer N=pq for large primes p,q, particularly at the size of RSA moduli, is a notoriously difficult challenge that takes classical methods such as Trial Division and Fermat’s Algorithm trillions of years to solve. This thesis studies four probabilistic algorithms that exploit algebraic group structures to achieve significantly better, subexponential efficiency for certain classes of N: Pollard’s p-1, Williams’ p+1, Lenstra’s Elliptic Curve Method, and Pell’s Conic Method. In each case, the algorithm operates on a group over ℤ/Nℤ that decomposes, via the Chinese Remainder Theorem, into corresponding …

The Impacts Of Artificial Intelligence Grammar Checkers On The Grammatical Skills Of L2 English Speakers, Tessa Brizhik

Honors Theses

In recent years, generative artificial intelligence (AI) has emerged as a widely accessible tool in academia, upon which students have increasingly come to rely and include in their writing process (Alharbi et al., 2023). Across the field of English second language learning, corrective feedback is widely recognized as a major influence for grammatical development (Lyster & Ranta, 1997). Corrective feedback may function implicitly, explicitly, or as an interaction between both mechanisms. Research suggests that grammatical knowledge may be largely acquired implicitly for adults learning a new language, with explicit learning playing a secondary role (Ivanova et al., 2012, Jackson & …

Investigating Bilingual Language Learning Using Artificial Grammars, Kyla Kelly

Honors Theses

Language development research has established that infants can learn language rapidly and without explicit instruction through implicit learning mechanisms like statistical learning. These mechanisms can be used to learn word boundaries, sounds, meanings, and grammar rules of language. One method for investigating this is artificial grammar learning (AGL), in which people are exposed to sequences of nonwords to see if they can unconsciously learn their underlying grammars. While much of statistical learning and AGL research has focused on a monolingual perspective, most of the world’s population is multilingual. Studies like Weiss, Gerfen, and Mitchel (2009) and Mitchel and Weiss (2010) …

Assessing Relations Between Rape Myth Acceptance, Prior Sexual Victimization, And Bystander Intervention Behavior, Zoe Mendel

Honors Theses

Campus Sexual Assault (CSA) remains a very prevalent issue in higher education (Koss et al., 2022). Through cultural norms, sexual violence is often normalized, with blame frequently shifted away from perpetrators and onto victims. Rape myth acceptance (RMA) contributes to harmful harmful attitudes that justify or minimize sexual violence (Lonsway & Fitzgerald, 1994). Prior research suggests that lower endorsement of rape myths is associated with greater prosocial bystander intervention behavior (McMahon, 2010); however, findings on the role of prior victimization are mixed. This study used a mix-method approach, including a survey and interviews. Results indicated that members of Greek life …

Toggling (De) Legitimization: How Presidential Candidates Framed Israel And Antisemitism On The 2024 Campaign Trail, Kate Chasin

Honors Theses

This study explores how Joe Biden and Donald Trump changed the way they framed Israel and antisemitism in speeches on the 2024 campaign trail, depending on whether they were speaking to a Jewish or non-Jewish audience. 55 speeches were examined, containing language on American-Israeli relations, the Israel-Hamas War, and antisemitism, manually categorized by frame, and compared for rhetorical shifts based on whether the audience was Jewish. When speaking to a Jewish audience about Israel, candidates humanized themselves as a campaign tool. When speaking about antisemitism, candidates used the form of hatred as a campaign tool.

Education And The Maternal Childcare Gap: Evidence From The Uk Covid-19 Pandemic, Lara Bakhaya

Honors Theses

This paper examines whether college education shapes working mothers’ access to remote work, flexible working, and childcare hours in the United Kingdom, and whether COVID-19 school closures amplified these inequalities. Using data from the UK Time Use Survey (2016–2021), a repeated cross-sectional diary dataset spanning the pre-pandemic period and five COVID-19 waves, this paper estimates weighted logistic and ordinary least squares regressions on a sample of married or cohabiting, employed mothers. School closures serve as a natural experiment, providing an exogenous shock to caregiving demands that affected all mothers simultaneously regardless of education level. College education significantly predicted working from …

Spillover Effects Of Medicare Advantage On Fee-For-Service Post-Acute Care Spending, Nyel Bangash

Honors Theses

Does the growth of Medicare Advantage reduce fee-for-service post-acute care spending through practice-pattern spillovers, or do observed spending differences primarily reflect favorable selection? Using a county-level panel of roughly 2,700 counties (2014–2023) and a two-way fixed effects specification, I find that a one percentage-point increase in MA penetration is associated with $9.54 less per-capita standardized FFS spending. Spending per episode falls while participation rates remain stable, consistent with practice-pattern spillovers rather than compositional changes from selection. Welfare indicators from County Health Rankings, CDC PLACES, and CMS Care Compare show no evidence that spending reductions harm health or care quality. The …

The Market Signal Of Climate Risk: Examining Disaster-Linked Insurance Costs And Home Values, Anika Donohue

Honors Theses

As natural disasters increase in frequency, the resulting rise in insurance premiums threatens a systemic housing affordability crisis across the United States. Leveraging a unique private insurance market dataset, this paper investigates the capitalization of rising premiums into home values and the resulting impact on housing affordability and underinsurance levels. Focusing on the impacts of Hurricane Florence (2018) in North Carolina, I employ a Difference-in-Differences framework to separately analyze the impacts of storm severity on property values and insurance premiums. I find that while property values decrease in proportion to storm severity, functioning as a primary risk signal, insurance premiums …

Development Of A Python Pipeline For The Inference Of Selection In Human Genomes And Applications To Adh1b*2, Aine Macdermott

Honors Theses

Human evolutionary genomics provides an avenue to understand how genetic variation has been impacted by the environmental pressures of the past, revealing how selective pressures impacted past populations and contributed to present-day biological diversity. In this thesis, I describe the construction of a Python-based computational pipeline designed to automate and integrate multiple analyses of positive selection across worldwide population datasets, including derived allele frequency calculation, haplotype-based tests of selection, RELATE-based genealogical inference, and CLUES2-based temporal modeling. By automating file preparation, format conversion, job submission, result aggregation, model comparison, and visualization, this pipeline streamlines the data interpretation process, and shifts focus …

“What Are The Security Issues Surrounding Cislunar Space And Lunar Resources? How Do Theories Of International Politics And Territory Apply To Those Issues?”, Ina Loka

Honors Theses

In the recent decades, cislunar space has attracted significant interest among the biggest spacefaring nations, Russia, China, and the United States. Cislunar space is no longer a distant subject solely associated with scientific studies. It has become a crucial domain in the conduct of military operations and its importance has been increasingly emphasised in these states’ military doctrines. In an environment where the intentions of other actors are hard to determine and where there is a high degree of uncertainty, these three states are ramping up their (counter)space capabilities in order to protect themselves from any adversarial attacks, and to …

Rockyou2024: What’S Your Password?, Yixuan Zhang

Honors Theses

Passwords remain a critical part of almost every account security system. As a result, password guessing attacks remain one of the most widespread yet profitable attacks possible. Setting a password resistant to attacks is thus an important task for account holders. In this paper, we use the RockYou2024 database, a collection of approximately 10 billion real-world passwords collected from data breaches, to analyze the characteristics of passwords found in real life. We start with basic statistical property analysis, such as length, distribution of digits and symbols, and proceed onto more complicated properties such as frequencies of combinations of characters, entropy …

The Conscription Imperative: A Philosophical, Paternalist, And Egalitarian Case For Universal National Service, Timothy Wenhsiang Khoh

Honors Theses

Inspired by my experience as a conscript for two years prior to college, this three-chapter honors thesis presents a philosophical justification and proposal for an American implementation of a national service model. This thesis seeks to justify conscription (a) on moral/ethical grounds as a coercive measure, (b) as a paternalistic policy, and (c) on egalitarian grounds. More broadly, my national service proposal contributes to the debate on methods and measures the American government ought to pursue to increase equity and solidarity among an ever-polarized citizenry.

Exploring Phosphoregulation Of Myo3a Using Quantitative Fluorescence Image Analysis In Cos7 Cells, Vu Hao Minh Nguyen Phan

Honors Theses

Myosin 3A (MYO3A) is an unconventional myosin involved in the formation and maintenance of hair-cell stereocilia of the sensory epithelia in the inner ear. The kinase domain has been implicated in phosphoregulation of MYO3A activity through intermolecular autophosphorylation. Previous studies using mass spectrometry identified two potential phosphorylation sites in the motor domain. To investigate the regulatory roles of these sites, we generated glutamic acid point mutations in our mchr-MYO3AΔK construct to mimic phosphorylation and assayed the constructs for their ability to tip-localize and influence filopodial density via transfection into COS7 cells. The phosphomimic constructs were less able to generate filopodia …

Associations Between College Students' Belonging, Classroom-Based Relationships, And Mental Health Outcomes, Ella Grace Will

Honors Theses

Humans have a fundamental need to belong (Baumeister & Leary, 1995). A lack of belonging is associated with negative mental health outcomes, making it important to study student belonging in higher education (Strayhorn, 2019). Classroom-based relationships with professors and peers positively impact students' belonging (Tinto, 1993). The purpose of this study was to evaluate: the relative contribution of professor trust and peer interactions to classroom and university belonging, and to assess the associations between student belonging and internalizing symptoms. Survey data were collected via Qualtrics in September 2025 (baseline) and December 2025 from students in 32 first-year seminars participating in …

Paradise Lost And Character Motivation: Sinful Behavior Or Inferiority Complex?, Esperanza Barrios

Honors Theses

Sin is a concept that is always viewed through a religious perspective. But, through Paradise Lost, John Milton was able to bring further understanding towards human nature and one’s own sense of committing what’s perceived as sinful behavior without the veil of religion glazing over academics' understanding. In religious terms, sinful behavior is the idea of defying God’s commandments, but for this research, sinful behavior may be described as abnormal behavior that damages our best interests and relationships, usually for selfish gains. Each of Milton’s main characters, Satan, Adam, and Eve, fell from grace because all three damaged their relationship …