Digital Commons Network^™

What Truly Drives Graduate Earnings?, Aiden Akbarov

High Impact Practices Student Showcase Spring 2026

The goal of my project, Predicting the Paycheck: What Factors Truly Influence Graduate Earnings?, was to see if we could actually predict a college graduate's starting salary using data instead of just guessing. I used a dataset of 172 majors from the American Community Survey to look at how a student's field of study, the gender balance of their major, and the current job market all impact their first paycheck. I wanted to create a tool that helps students understand the financial reality of their degree before they even graduate.

To get my results, I used a Multiple Linear Regression …

Do Developers Read Type Information? An Eye-Tracking Study On Typescript, Samuel W. Flint, Robert Dyer, Bonita Sharif

Research & Publications

Statically-annotated types have been shown to aid developers in a number of programming tasks, and this benefit holds true even when static type checking is not used. It is hypothesized that this is because developers use type annotations as in-code documentation. In this study, we aim to provide evidence that developers use type annotations as in-code documentation. Understanding this hypothesized use will help to understand how, and in what contexts, developers use type information; additionally, it may help to design better development tools and inform educational decisions. To provide this evidence, we conduct an eye tracking study with 26 undergraduate …

Mmpi-3 Indicators Of Suicidal Ideation And Behavior In Post-9/11 Veterans, Alec Rothman

Psychology Doctoral Specialization Projects

Suicide remains a serious concern among post-9/11 U.S. military veterans, highlighting the need for effective tools to identify those at risk. This study examined whether the Minnesota Multiphasic Personality Inventory-3 (MMPI-3), a commonly used psychological test, can help assess suicide risk in this population.

I analyzed responses from 189 post-9/11 veterans, a group largely reflective of the current veteran population, who completed the MMPI-3 and other measures looking at their mental health and history of suicidal thoughts or attempts. I focused on the MMPI-3’s Suicidal/Death Ideation (SUI) scale, along with other MMPI-3 scales that measure internalizing symptoms (such as depression …

Beyond The Game: Educating Youth Coaches In Sport Psychology And Psychological Skills Training, John Wygant

Psychology Doctoral Specialization Projects

This paper presents the development of a manualized program designed to train youth sport coaches to implement a psychological skills training (PST) program that enhances both athletic performance and mental health. Rooted in sport psychology and coaching expertise, this program introduces a novel approach to addressing youth mental health challenges through upstream intervention. With many young athletes facing mental health struggles and traditional efforts in schools and communities showing limited success, this program equips coaches to teach essential psychological skills such as goal setting, adaptive thinking, confidence, and emotional regulation. By integrating these skills into sports practices and presenting them …

Utilizing The Mmpi-3 To Assess Symptoms Of Ptsd In Post-9/11 Veterans, Lauren A. Worden-Baroni

Psychology Doctoral Specialization Projects

Symptoms of posttraumatic stress disorder (PTSD) are heterogeneous, and the psychological impact of trauma varies. This underlines the need for better understanding the impact of trauma on the development of psychopathology, especially in populations where traumatic stressors are more prevalent. Specifically, the current study will evaluate how the Minnesota Multiphasic Personality Inventory-3 (MMPI-3) can be used to measure psychopathology presentations among those who have been exposed to military trauma. Although there is myriad research supporting the use of other MMPI measures (e.g., MMPI-2-RF) in the assessment of trauma-related psychopathology in military populations, there is limited evidence supporting the use of …

Court-Mandated Parenting Intervention: A Parenting Program To Reduce Conflict And Increase Positive Coping Skills For High-Conflict Parents In Family Court, Joshua T. Metcalf

Psychology Doctoral Specialization Projects

The number of children in the United States whose parents have either separated or divorced has continued to increase over time. While some parents are able to effectively co-parent their children after separation or divorce, others may be unwilling or unable to effectively do so. Parents who ineffectively co-parent their children, often referred to as high conflict co-parents, can often over utilize family court resources to solve disputes and to make co-parenting decisions. In the literature review presented, current co-parenting resources often utilized by family courts are explored and research regarding current co-parenting interventions is discussed. Additionally, key components of …

Bragging Rights: How Women Candidates Use Endorsements In Strategic Messages, Eva Carter, Tyhlar Holliway

Distinguished Undergraduate Researcher Program

This research analyzes the methods and terminology employed by men and women candidates when they talk about their political endorsements in strategic campaign communication. While existing literature addresses topics such as educating uninformed voters, the influence of endorsements in political campaigns, messaging ethics, celebrity endorsements, and the correlation between money and endorsements, analyses of gender differences in the use and types of endorsements remain underdeveloped. We argue that women candidates, due to the unique vulnerabilities they face in campaigns (Bauer 2015; Lazarus and Steigerwaltz 2018), will be more likely than men to highlight their endorsements in campaign ads. We record …

Opportunities To Address Alcohol Use With Community-Based Hiv Testing: A Parallel Mixed Methods Study, William Thomas Allen

Yale Medicine Thesis Digital Library

Background: Unhealthy alcohol use (UAU), defined as alcohol consumption at a level that has caused or has the potential to cause adverse physical, psychological, or social consequences, and particularly heavy episodic drinking (HED), is a risk factor for HIV infection that is often overlooked in HIV prevention settings. UAU impacts HIV infection risk through sexual decision-making mechanisms including condom use and pre-exposure prophylaxis (PrEP) adherence. Community-based HIV service organizations (HSO) may provide an opportunity to reach individuals with overlapping HIV risk, UAU, and low access to traditional healthcare systems. The feasibility and utility of UAU screening and intervention in the …

Pinky Extension In American Sign Language: Evidence For A Lexically Restricted Morphological Process, Laurel Whitsett

Linguistics & TESOL Dissertations

This study investigates pinky extension (PE) in American Sign Language (ASL). PE involves extending the pinky finger in signs, even though this feature is not present in standard dictionary representations of those signs. Although PE has been previously described as conveying emphasis, this account does not fully explain its distribution. This study asks whether PE reflects a meaningful part of how signs are structured in ASL, rather than a matter of individual style or variation. Focusing on adjectives, it examines whether PE interacts with sentence position. In ASL, certain adjectives may appear either before (prenominally) or after (postnominally) the noun …

Measles Vaccine Hesitancy Improvement Bundle To Improve Vaccination Rates In A Rural Outpatient Clinic, Ramie Malone

Doctor of Nursing Practice (DNP) Scholarly Projects - Archive

Introduction

Despite the Centers for Disease Control and Prevention's recommendations to vaccinate children against measles, a decline in measles vaccination rates has been observed at a rural family medicine clinic. While numerous factors contribute to the decline in vaccination rates—including parental doubts about the necessity of vaccination, concerns about vaccine side effects, and insufficient education—the latter remains a fundamental underlying cause of suboptimal vaccination coverage.

Objectives

This project focused on surveying, educating, and boosting parents' confidence in measles vaccines for children under five to raise the measles vaccination rate.

Methods

This project used a pre- and post-intervention bundle over an …

Ask, Advise, And Act: A Smoking Cessation Bundle For Cancer Patients, Crystal Tencate

Doctor of Nursing Practice (DNP) Scholarly Projects - Archive

Smoking is the number one cause of preventable illness and death in the United States. For patients undergoing cancer treatment, continued tobacco use poses serious risks. In surgical oncology, smoking is associated with poorer treatment outcomes, increased postoperative complications, delayed wound healing, and higher mortality. For patients requiring reconstructive surgery, smoking-related complications can be devastating, sometimes resulting in significant wound complications or loss of the reconstruction. Despite these well-established risks, smoking cessation interventions are not consistently integrated into clinical practice.

To address this gap, a quality improvement project was implemented to strengthen smoking cessation efforts among advanced practice providers (APPs) …

Starting Strong: Improving Mmr Vaccination Rates In Kindergartners, Regina Bryan

Doctor of Nursing Practice (DNP) Scholarly Projects - Archive

Abstract

Introduction

During the 2023–2024 academic year, measles, mumps, and rubella (MMR) vaccination coverage among kindergarten students in this school district did not meet the Healthy People 2030 target, thereby elevating the risk of disease outbreaks. This quality improvement project aimed to improve MMR vaccination initiation and completion through coordinated, school-based interventions.

Methods

Guided by the Plan-Do-Study-Act framework, an eight-week immunization bundle was implemented across 14 elementary schools in South Texas. Interventions included reminder calls, multilingual education, districtwide communication, and a partnership with a nonprofit clinic that provides free or reduced-cost vaccines through on-site and community clinics. Pre- and post-intervention …

Improving Discharge Delays Through A Real-Time Durable Medical Equipment Tracking System And Enhanced Interdisciplinary Communication, Shonda Houston

Doctor of Nursing Practice (DNP) Scholarly Projects - Archive

Background: Timely hospital discharge is essential for patient safety, satisfaction and hospital efficiency. Discharge delays, particularly those related to durable medical equipment (DME), increase length of stay (LOS), strain hospital resources and negatively impact patient outcomes. Evidence suggests that structured discharge planning and improved interdisciplinary communication reduce these delays.

Problem: On an acute care stepdown unit inconsistent DME tracking and poor communication among nurses, case managers, physicians, physical therapist, and DME vendors were identified as contributors to prolonged patient stays.

Methods: Guided by the Iowa Model of Evidence- Based Practice a real-time manual DME tracking system and …

A Questionnaire Assessing Attitudes And Readiness For Hiv Pre-Exposure Prophylaxis Therapy For Community Members At-Risk For Hiv Acquisition In Liberia, Yishak Bedaso

Yale Medicine Thesis Digital Library

AbstractA Questionnaire Assessing Attitudes And Readiness For HIV Pre-Exposure Prophylaxis Therapy For Community Members At-Risk For HIV Acquisition In Liberia Yishak Bedaso;1 Jessica Tuan, MD, MS;2 Yassah M. Barclay-Korboi;3 Onyema Ogbuagu MBBCh, FACP, FIDSA4 Affiliation: 1. Yale School of Medicine, New Haven, CT, USA 2. Columbia University Vagelos College of Physicians and Surgeons, Department of Infectious Diseases, New York, NY, USA 3. JFK Memorial Hospital, Monrovia, Liberia. 4.Yale Antivirals & Vaccines Research Program, Section of Infectious Diseases, Yale School of Medicine, New Haven, CT, USA; Despite how effective Pre-exposure prophylaxis (PrEP) is in preventing HIV, uptake among women in sub-Saharan …

Regional Inequities In Colon Cancer Surgical Care: Treatment Delay Patterns Across U.S. Facilities, Rushabh Hemang Doshi

Yale Medicine Thesis Digital Library

AbstractBackground/Scientific Premise: Colon cancer represents a significant public health burden in the United States, ranking as the third most common and second deadliest cancer. Timely surgical resection is critical for optimal survival in non-metastatic disease, yet persistent racial, insurance, and geographic disparities in access to care may contribute to treatment delays. While treatment delay has been established as a critical quality metric, regional variation in surgical delays for colon cancer and how patient-level disparities manifest across different U.S. regions remain poorly understood. Understanding these geographic patterns is essential, as healthcare systems, patient populations, access barriers, and state-level policies differ substantially …

An Exploration Of Student Approaches Towards Note-Taking In Medical School, Salah Eldein Elkattawy

Yale Medicine Thesis Digital Library

During medical school, students are exposed to a vast amount of knowledge they are expected to learn, understand, and apply to the care of patients. Various study strategies have been adopted by students over the years to facilitate this process, such as spaced repetition flashcards, the use of learning aids such as mnemonic devices, and the use of third-party resources to supplement their learning in the classroom. Instructors have also recognized the value in certain formats of classroom instruction, such as case-based learning or team-based learning, in keeping students more engaged and in reinforcing their learning in an interactive manner. …

Influence Of Demographics On Research Participation In Female Patients Undergoing Ambulatory Surgery, Tiana Fernandez

Yale Medicine Thesis Digital Library

Background: Historically, research on women and minorities has consisted of unethical experimentation, human rights violations, and crimes against humanity. Numerous examples can be found throughout the past two centuries, including the exposure of pregnant women to radioactive iron in the Tennessee-Vanderbilt Nutrition Project (TVNP), failure to treat cervical carcinoma in situ in the Unfortunate Experiment, surgical experimentation on female slaves by Dr. J. Marion Sims, failure to treat syphilis in the Tuskegee Syphilis Study, intentional exposure to and subsequent failure to treat sexually transmitted diseases in Guatemala, collection of biospecimens from Henrietta Lacks, and nontherapeutic experimentation on minority children in …

Associating Inflammatory Dermatoses And Gynecological Disorders Using The National Institutes Of Health’S All Of Us Research Program, Christine Myriam Hodelin

Yale Medicine Thesis Digital Library

There remains a gap in the knowledge about the relationship between inflammatory disorders and common gynecological disorders, despite significant quality of life concerns for both. We examined the association between hidradenitis suppurativa (HS) and endometriosis, and the association between atopic dermatitis (AD) and uterine leiomyomas, both with a cross-sectional study using electronic health record and survey data from the National Institutes of Health’s All of Us Research Program.

The All of Us Research Program has a large United States-based cohort and focuses on traditionally underrepresented populations in research. We compared cases and controls, all assigned female at birth, using Pearson’s …

Facial Harmony And Gender Congruence: Patient-Reported Outcomes Of Gender-Affirming Facial Surgery Using The Gender-Q And Gpsq, Helia Hosseini

Yale Medicine Thesis Digital Library

Background:Gender-affirming facial surgery (GAFS) addresses gender dysphoria by aligning facial features with gender identity, with historical emphasis on refining the upper facial third to render patients more attractive and feminine. The GENDER-Q, a novel patient-reported outcome measure (PROM), evaluates aesthetic, functional, and psychosocial outcomes, complementing the Gender Preoccupation and Stability Questionnaire (GPSQ) to assess effects of GAFS in this study. Methodology: Survey data from 86 patients was analyzed using GENDER-Q and GPSQ scores. Higher GENDER-Q scores indicated improved outcomes, whereas lower GPSQ scores reflected reduced gender dysphoria. Pre- and post-operative outcomes were compared using paired and unpaired t-tests. Spearman’s correlation …

"It Made Me Want To Get Into Healthcare Even More": A Simulation-Based Healthcare Mentoring Program, Jack Mccarthy

Yale Medicine Thesis Digital Library

The healthcare industry in the United States continues to experience rapid growth, yet workforce shortages persist across a wide range of medical professions. In order to increase the pool of qualified individuals pursuing healthcare, innovative strategies are needed to increase interest in healthcare fields among youth. Prior research has identified that healthcare career interest is driven in part by motivational characteristics including interest in math and science, self-efficacy, and social factors like the expectations of parents and caregivers. Mentoring, career exploration, and informal learning have been identified as strategies that increase student interest in and commitment towards healthcare careers. This …

The Deepfake Dilemma: Fake Images, Real Victims, And The Legal Void In Addressing Non-Consensual Deepfake Pornography, Elizabeth A. Safaryn

William & Mary Journal of Race, Gender, and Social Justice

This Note evaluates the various legal remedies available to victims of non-consensual deepfake pornography. As deepfakes are a relatively new but rapidly advancing technology, it is difficult for the law to keep up with the mass creation and distribution of AI-generated images on the Internet. With the competing interest of constitutionally protected speech, current deepfake laws fail to address non-consensual intimate image sharing (NCII) explicitly and lack the necessary deterrent effect to curb their proliferation. With an initial background on deepfakes and machine learning, this Note then explores the strained relationship between the First Amendment and the available civil remedies …

The New Transgender Tipping Point: Trumpism, Medical Necessity & Gender-Affirming Care, Molly J. Nunn

William & Mary Journal of Race, Gender, and Social Justice

Following the rise and eventual triumph of Trumpism 2024, President Donald J. Trump and his administration have sought to discredit the internationally recognized standards of effective health care practice for gender-affirming care. Now, ten years after Time Magazine published “The Transgender Tipping Point,” the political discourse of transgender identity is tipping again. Under the second Trump Administration, transgender identity sits at the edge of an abyss. Trumpism seeks to eradicate or significantly limit access to gender-affirming care through executive actions and the judiciary, despite the plethora of medical associations stating that that care is medically necessary. Public policies that widely …

Decreasing Work-Related Stress And Burnout In Advanced Practice Clinicians, Laura Vasquez

Doctor of Nursing Practice (DNP) Scholarly Projects

Background

Advanced practice clinicians (APCs) face ongoing job-related stress and career burnout. Work-related stress and burnout affect healthcare quality, safety, and patient satisfaction, yet evidence specific to job-related stress and career burnout from outpatient medical facilities in the South Texas region remains limited.

Purpose

A quality improvement (QI) project was implemented to decrease work-related stress and burnout among APCs working in an outpatient medical facility in the South Texas region.

Methods

Project participants included family nurse practitioners (FNPs) (n=7) and physician assistants (PAs) (n=4). Data was collected between January 2026 and March 2026. An intervention was implemented which included engagement …

Chapter 1 - Introduction And Overview, Anthony G. Amsterdam, Randy A. Hertz

Trial Manual for the Defense of Criminal Cases

This Trial Manual is a how-to-do-it guidebook for handling criminal cases from beginning to end. It provides a compact guide through the stages of an ordinary criminal case, from arrest and investigation to appeal. Its focus is upon the key points at which defense counsel must make decisions and take actions. Options and factors to be considered in each decision, and steps that can be taken to assert a client’s rights and protect the client’s interests at each stage, are laid out.

Chapter 6 - Interviewing The Client, Anthony G. Amsterdam, Randy A. Hertz

Trial Manual for the Defense of Criminal Cases

The first interview with a criminal client is probably the most important exchange that counsel will have with the client. It largely shapes the client’s judgment of the lawyer. Any initial impressions counsel makes may be indelible. At the least, this interview will strongly affect all future dealings between the two. The lawyer’s primary objective in the initial interview is to establish an attorney-client relationship grounded on mutual confidence, trust, and respect.

Chapter 6'S Interview Checklist § 6.15, Anthony G. Amsterdam, Randy A. Hertz

Trial Manual for the Defense of Criminal Cases

The following checklist covers most of what the lawyer will have to learn from a client in order to develop an effective defense at all stages of a criminal case from first contact through trial. It models a thorough interviewing process; more than a single interview will ordinarily be needed to gather all of the information it includes. When the charge is relatively minor, less extensive fact-gathering may be adequate. But counsel will do well to assume at the outset that all of the subjects flagged by this checklist need to be on the agenda; decisions to curtail coverage should …

Chapter 5 - State-Paid Assistance For The Defense: Obtaining State Funding For Counsel’S Time And For Defense Services, Anthony G. Amsterdam, Randy A. Hertz

Trial Manual for the Defense of Criminal Cases

As explained in § 2.3.4.2 supra, indigent defendants have a Sixth Amendment right to court-appointed counsel in all felony cases (Gideon v. Wainwright, 372 U.S. 335 (1963); Johnson v. Zerbst, 304 U.S. 458 (1938)) and on any charges of misdemeanors or petty offenses for which a term of imprisonment is going to be imposed as a result of conviction, “‘even for a brief period’” (Alabama v. Shelton, 535 U.S. 654, 657 (2002)), including cases in which the court imposes “a suspended sentence that may ‘end up in the actual deprivation of a person’s liberty’” (id. at 658) in the event …

Chapter 15 - Guilty Pleas: Preparing For And Conducting Plea Negotiations; Counseling The Client About A Plea Offer, Anthony G. Amsterdam, Randy A. Hertz

Trial Manual for the Defense of Criminal Cases

This chapter examines the processes by which counsel prepares for and conducts plea negotiations with the prosecutor and advises the client about a bargained plea. The chapter leads off with a discussion (in § 15.2) of the relative roles of counsel and client in deciding whether the client should plead guilty rather contesting a criminal charge. Part B (§§ 15.3-15.7) discusses the benefits and costs to a defendant of resolving a criminal charge by pleading guilty. It then reviews the factors that counsel should consider in developing an advantageous plea bargain to propose to the prosecutor or in assessing a …

Chapter 8 - Dealings With The Police And Prosecutor, Anthony G. Amsterdam, Randy A. Hertz

Trial Manual for the Defense of Criminal Cases

Counsel should usually establish contact with the investigating officers as early as possible in the course of a case. Thereafter, s/he should speak to them whenever the needs of the client dictate. Similarly, counsel should establish contact with the prosecuting attorney as soon as one is assigned to the case and should communicate with him or her periodically thereafter. The purposes of these contacts are (a) to learn as much as possible about the charges against the defendant (those already lodged and others that may later be lodged) and potential prosecution evidence; about the temperament of the prosecutor and of …

Chapter 22 - Change Of Venue Or For Disqualification Of The Judge, Anthony G. Amsterdam, Randy A. Hertz

Trial Manual for the Defense of Criminal Cases

The general principles governing initial venue in criminal cases are sketched in § 20.5 supra. As that section indicates, a charging paper filed in the wrong venue is usually subject to a motion to quash or to dismiss. In some jurisdictions, however, the defendant’s remedy may be merely a motion for transfer to the court of proper venue. Statutes, court rules, local practice, canons of judicial ethics, and opinions rendered by a jurisdiction’s professional-ethics committee or agency provide varying grounds and procedures for objecting to a particular judge’s presiding at trial or on pretrial matters.