Digital Commons Network^™

Eye-Tracking Using Deep Learning, Sam Trenter

Theses

Eye-tracking can be valuable for researchers in many domains. Most eye-tracking technologies require an extra piece of costly hardware. Several other available eye-tracking solutions are usually not very accurate and require a costly subscription. Our project was oriented at creating a free and open-source alternative that does not require additional equipment. We developed a deep learning-based solution as a prototype for this project. Specifically, we developed a deep learning model to predict a user’s gaze position on the screen. We created our training data set using a commercially available eye-tracker to train the model. Each training sample consists of a …

Exercise In The Heat: Perceptual Measures In Hydrated And Dehydrated Conditions, John Kromer

Honors Scholar Theses

Introduction: Athletes, warfighters, and laborers are often exposed to extreme environmental conditions that can result in heat-related illnesses negatively impacting performance and productivity.

Purpose: To evaluate Total Mood Disturbance (TMD) from pre-trial to post-trial surrounding exercise in the heat. The secondary purpose was to compare post-trial measures between hydration status as well as environmental conditions.

Methods: Twenty-six male and female subjects performed four trials. Two trials were conducted in temperate conditions (24 ℃, 55% relative humidity) and two in extreme heat conditions (35 ℃, 55% relative humidity), in both hydrated and dehydrated conditions. The Profile of Moods States survey was …

Evaluating Alternative Ebullition Models For Predicting Peatland Methane Emission And Its Pathways Via Data–Model Fusion, Shuang Ma, Lifen Jiang, Rachel M. Wilson, Jeff P. Chanton, Scott Bridgham, Shuli Niu, Colleen M. Iversen, Avni Malhotra, Jiang Jiang, Xingjie Lu, Yuanyuan Huang, Jason Keller, Xiaofeng Xu, Daniel M. Ricciuto, Paul J. Hanson, Yiqi Luo

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Understanding the dynamics of peatland methane (CH4) emissions and quantifying sources of uncertainty in estimating peatland CH4 emissions are critical for mitigating climate change. The relative contributions of CH4 emission pathways through ebullition, plant-mediated transport, and diffusion, together with their different transport rates and vulnerability to oxidation, determine the quantity of CH4 to be oxidized before leaving the soil. Notwithstanding their importance, the relative contributions of the emission pathways are highly uncertain. In particular, the ebullition process is more uncertain and can lead to large uncertainties in modeled CH4 emissions. To improve model simulations of CH4 emission and its pathways, …

Psychological Safety In Pre-Licensure Nursing Simulation, Lauren Rickman

DNP Projects

Background

Simulation-based experiences (SBEs) allow learners to use clinical decision-making, clinical judgment, and hands-on skills to analyze and respond to realistic clinical situations in a controlled, interactive environment. Psychological safety (PS) is essential for increasing a learner's engagement in an SBE. Psychologically safe learning environments allow students to feel valued and comfortable speaking up and taking risks without consequences to themselves or others, promoting learning and innovation. Measuring PS may help simulation faculty improve their learning environment by supporting learning-oriented behavior and boosting students' clinical competency.

Purpose

The purpose of this Doctor of Nursing Practice (DNP) scholarly project was to …

A Quality Improvement Project To Improve Patients' Satisfaction With Telemedicine Use In The General Hematology-Oncology Setting, Jeneth Aquino

DNP Projects

Abstract

The COVID-19 pandemic has accelerated the use of synchronous telemedicine in oncology. While telemedicine can increase access to care, decrease care costs, and reduce hospitalizations, patients’ satisfaction with telemedicine is critical to telemedicine’s sustainability. However, limited research exists on telemedicine use and patients' satisfaction in oncology. The scholarly project had a quality improvement design that determined the factors affecting patients' satisfaction using secondary data from patients' satisfaction surveys. Using the Donabedian Structure, Process, Outcomes Model as a framework, the project involved three general hematology-oncology clinics at a large urban, academic medical center. Three-hundred ninety-four patient satisfaction surveys with at …

Concert Audience Engagement: A Select Overview From The Post-Pandemic World, Payton Gehring

Honors Projects

A select overview of five articles outlining audience engagement practices and how they have changed throughout the 21st century.

Sustainability In Industrial Architecture, Katerina Shuble

Honors Projects

The goal of this project is to complete an in-depth study and analysis of sustainable industrial architecture. Currently, sustainable industrial architecture is an emerging topic amongst architects and industry leaders. Topics involve battling with ideologies and company policies to better the sustainability of industrial architecture. This project will help fill the gap between industrial design and sustainability by creating research and project-based examples of how sustainable industrial design can be completed. The project will be a result of a thorough research study of current sustainable industrial design, and a proposal for new efforts that can be implemented. The goal of …

Determining The Best Practices Of Social Media For A Small Business: A Case Study On The Salt Cave Of Perrysburg, Michelle Timms

Honors Projects

This study is about finding the best social media practices for a small business. I used The Salt Cave of Perrysburg, which is located in Perrysburg, Ohio, as my testing subject for the implementation of the social media practices that were found through primary research, such as surveys and waiver forms, and secondary research, such as previous research papers, textbooks, and previous surveys. Through primary and secondary research, this paper will describe how to research and then implement the best practices for a small business. With the research I have found, I then implemented those findings to The Salt Cave …

The Transfer Equity Program A Plan To Increase Baccalaureate Attainment For Students Of Color, Olivia M. Knodel

Masters Theses

The primary goal of a higher education institution is to provide students with a quality education and help them obtain a bachelor’s degree. By earning a bachelor’s degree this provide an opportunity of a social mobility. The racial institutional stratification in higher education continues to be problematic for underrepresented students and their baccalaureate attainment goals. This issue is important to address, for students of color who start at a community college and transfer to a degree granting institution. The project will explain institutional barriers that students of color face in their post-secondary transition. The project will offer specific services and …

Associations Between State Regulations And Midwifery Workforce Access, Acacia Herndon

Undergraduate Research Symposium Podium Presentations

Background: U.S is worst in maternal care; Credible support for CNMs as a solution; Independent licensing has been ineffective; Other factors may influence access

The State Of Mental Health In The Mountain West, Olivia K. Cheche, Kristian Thymianos, Katie M. Gilbertson

Undergraduate Research Symposium Podium Presentations

How do the Mountain West states (Arizona, Colorado, Nevada, New Mexico, and Utah) perform in the quality of mental health care services? How prevalent are mental health issues in the Mountain West? How accessible is the mental health workforce to adults and youth?

The Effectiveness Of Using Motor Imagery As An Alternative To Exercise For Improving Mental Health, Madelyn Colbert

Undergraduate Research Symposium Podium Presentations

Exercise shown to improve mental health in variety of health histories. MIT shown to improve physical health in a variety of conditions when tested alone. Mental health problems and SUD have high comorbidity rates. Exercise shown to be effective recovery therapy for SUD.

Determining The Effects Of A Commonly Used Cystic Fibrosis Antibiotic On Nonmucoid Pseudomonas Aeruginosa Reversion, Vanessa Meza-Perez

Undergraduate Research Symposium Podium Presentations

Summary: 1. CF lung environment selects for mutations in Pa --> Mucoid 2. Mucoid can revert to nonmucoid 3. Reversion rate w/ antibiotic vs. Reversion rate w/o antibiotic 4. Induced reversion as a potential CF therapeutic strategy

The Meta-Mood Experience: Exploring The One-, Three-, And Four-Factor Models Of The Trait Meta-Mood Scale, Zain N. Raja, Jerald J. Novero, Susan E. Gutierrez, Orei Z. Odents, Fitsum A. Ayele

Undergraduate Research Symposium Posters

The meta-mood experience involves "thinking about mood, examining the relation between mood and thoughts, maintaining good moods, and altering bad moods" (Mayer & Gaschke, 1988). Meta-mood can help individuals have a better grasp of what they are feeling at different times.

The 30-item Trait Meta-Mood Scale (TMMS; Salovey et al., 1995) measures the extent to which people attend to, distinguish among, and regulate their mood and emotions.

Salovey et al. (1995) found three factors (Emotional Attention, Clarity, and Repair), while Palmer et al. (2003) found evidence for a fourth but left it unnamed.

We named the fourth factor in our …

Low-Cost Adsorbent For Disinfection Byproduct Removal From Drinking Water, Savanna Vacek, Suraj Pochampally

Undergraduate Research Symposium Posters

Disinfection byproducts (DBPs) are harmful contaminants that are unintentionally created in disinfected water after chlorination. Activated carbon, often expensive and difficult to acquire in low-income and rural areas, has previously been used to remove DBPs from drinking water. Biochar is made from agricultural waste (i.e. feedstock) and has been identified as a low-cost yet effective adsorbent to remote contaminants from drinking water. This work focuses on the efficacy of biochar and activated carbon to remove DBPs from drinking water for the purpose of treating drinking water after emergency chlorination. This study has the potential to help water distributors and disadvantaged …

The Relationship Between Masculinity & Friendships: A Thematic Analysis On The Qualities Of Male Friendships, Dulshi Fernando, Valeria Aguilera, Kristin Vierra, Diana Gutierrez

Undergraduate Research Symposium Posters

Certain masculinity norms such as toughness, emotional stoicism, and homophobia appear to be barriers to forming intimate friendships between boys and men.

Boys and men who do not successfully build close connections may experience low self-esteem and impaired psychological health.

Boys and men who effectively build intimate relationships benefit from peer support and companionship as well as a decrease in anxiety and depression levels.

Scholars have yet to conduct a meta-synthesis exploring the relation between masculinity and friendship.

Identification Of Lipid Species: Potential Biomarkers For Early Detection Of Hepatocellular Carcinoma, Kit Yee Leung, Kaylee Freitas

Undergraduate Research Symposium Posters

Hepatocellular carcinoma (HCC) is the most common type of liver cancer. HCC is associated with cirrhosis. Poor survival rate of HCC is due to diagnosis of HCC at late stage.

Uncovering Themes Of Masculinity Within Male Friendships And Synthesizing Future Interventions, Maria Isabelle Avenido, Valeria Aguilera, Kristin Vierra, Diana Gutierrez

Undergraduate Research Symposium Posters

Masculinity norms such as toughness, emotional stoicism, and homophobia are suggested to impede the formation of close male friendships. A lack of close friendships can lead to poor self-esteem and impaired psychological health. Boys and men who effectively build intimate relationships gain from peer support and companionship as well as a decrease in anxiety and depression levels. Scholars have yet to develop a data-driven intervention to assist boys and men in critically analyzing masculinity, thus the current study's findings will contribute to the development of these interventions that could encourage boys and men to properly assess harmful elements of masculinity …

Is There An App For That? Social Support, Depression, And Anxiety Among Users Of A Digital Mental Health App, Bryce V. Brown, Teresa J. Walker, Christine Guardian, Matthew Schurr

Undergraduate Research Symposium Posters

Perceived social support has been associated with mental health. Social distancing guidelines due to COVID-19 heavily shifted social engagement to digital formats. It is important to understand the role of digital mental health interventions in mental health outcomes.

Who Is Gonna See The Shrink? Anxiety And Depression's Relationship To Openness And Willingness To Engage In Weekly Psychotherapy, Bryce V. Brown, Teresa J. Walker, Christine Guardian, Matthew Schurr

Undergraduate Research Symposium Posters

Digital mental health interventions may offer an alternative to in-person psychotherapy. It is important to understand attitudes about traditional in-person psychotherapy among app users to contextualize treatment seeking and better understand treatment options.

The Relationship Between Misophonia Sensitivity And Musicality, Mae Ling Catayong, Sarah Uganiza, William Smithers, Aileen Corral, Sivan Barashy, Solena Mednicoff, Destiny Gonzales

Undergraduate Research Symposium Posters

Misophonia is a condition characterized by negative emotional reactions to certain everyday sounds. Musicality involves Active Musical Engagement (AE), Self-reported Perceptual Abilities (PA), Musical Training (MT), Self-reported Singing Abilities (SA), Sophisticated Emotional Engagement with Music (EM), and General musical sophistication (GM). Numerous active musicians have self-reported having misophonia, while anecdotal reports have shown that music can help treat misophonia symptoms.

Misophonia Sensitivity Is Related To Enhanced Responsiveness To Misophonia, Asmr And Musical Frisson, Alexis Rice, Kiara O'Keefe, Kacey Chang, Sivan Barashy, Solena Mednicoff, Destiny Gonzales

Undergraduate Research Symposium Posters

Misophonia: a condition in which specific everyday sounds (e.g., chewing, breathing) trigger an atypical, negative emotional response.

ASMR: a sensory phenomenon triggered by stimuli that induce a state of relaxation, positive feelings, and tinging sensations that spread from the head to the rest of the body.

Musical frisson: typically characterized by positive affect and strong physiological reactions, such as shivering, goosebumps, and teary-eyes in response to highly pleasurable music.

You Never Walk Alone: How Bts Supports Army Mental Health And Well-Being, Melissa Le

Undergraduate Research Symposium Posters

BTS is a seven-membered South Korean boyband with a fandom named "ARMY." Music is generally associated with increased mental health, but not all types of music genres have been studied yet. With the current rise of Korean popular music (K-pop), it is important to understand what makes this genre popular and why fans claim it has improved their mental health. As BTS is currently the most popular K-pop group globally, they provide a unique look at how their music can help fans with depression and anxiety.

Climate Change Hope Scale: Factor Analysis In An Adult Sample, Gemma Ortega, Steven J. Glover, Jesse Tabaczynksi, Orei Z. Odents

Undergraduate Research Symposium Posters

Willpower - how much individuals believe that set goals can be met. Waypower - the extent to which individuals can think of strategies for accomplishing those goals.

The Climate Change Hope Scale (CCHS; Li & Monroe, 2017) was designed to measure three aspects of hope: 1. Personal sphere willpower and waypower (WP) 2. Collective sphere willpower and waypower (CW) 3. Lack of willpower and waypower (LW).

A three-factor model fits the CCHS among adolescents. The purpose of our study was to determine if the three-factor model fits the CCHS in adults.

Markers Of Kidney Function, Genetic Variation Related To Cognitive Function, And Cognitive Performance In The Uk Biobank, Erin L Richard, Linda K Mcevoy, Ian J Deary, Gail Davies, Steven Y Cao, Eyal Oren, John E Alcaraz, Andrea Z Lacroix, Jan Bressler, Rany M Salem

Faculty, Staff and Student Publications

BACKGROUND: Chronic kidney disease has been linked to worse cognition. However, this association may be dependent on the marker of kidney function used, and studies assessing modification by genetics are lacking. This study examined associations between multiple measures of kidney function and assessed effect modification by a polygenic score for general cognitive function.

METHODS: In this cross-sectional study of up to 341,208 European ancestry participants from the UK Biobank study, we examined associations between albuminuria and estimated glomerular filtration rate based on creatinine (eGFRcre) or cystatin C (eGFRcys) with cognitive performance on tests of verbal-numeric reasoning, reaction time and visual …

The Effect Of Classroom And Clinical Learning Approaches On Academic Achievement In Associate Degree Nursing Students, Jo Anne Carrick

Dissertations

While many students compete aggressively to enter into nursing schools, those who succeed have no guarantee they will be successful in their nursing studies, graduating, and passing the National Council Licensing Exam for Registered Nurses (NCLEX-RN®). This study's objective was to gain a better understanding of how nursing students approach learning and to determine what characterizes the successful student. The study's design was based on the theoretical framework of the students' approach to learning, which ultimately impacts on the students' learning outcome.

This study followed a non-experimental causal-comparative study design using the Revised Approach to Studying Inventory - Short Version …

A Quality Improvement Project On Improving Cultural Humility Through Clinical Virtual Reality, Alissa Boekhout

DNP and Student Works

The purpose of the quality improvement project is to implement a clinical simulation training on cultural humility for newly hired staff so as to increase nursing confidence in how to respond to these events. Cultural humility training was completed via virtual reality with thirty newly hired nurses at the project agency. The training consisted of a real life event in the life of Sumaya, who plays herself in the virtual reality. In this act, she is the victim of cultural abuse by a patient that was witnessed by two other healthcare workers who did not stand up for her. Participants …

Differences In Preferred Teaching Strategies: A Quantitative Study Of Nursing Student Perspectives, Kaela L. Appleman

Dissertations

The preparation of nursing students to meet the demands of the nursing profession remains the goal of academic institutions worldwide. The most productive methods of preparation, including specific teaching strategies to attain that goal, have long been debated. This quantitative, nonexperimental study included an investigation of the most preferred teaching strategies among baccalaureate degree nursing (BSN) students in an effort to support the development of best practice recommendations for meeting the andragogical needs of adult learners and aid in the preparation of effective nurses who practice safely. The results of the study showed that BSN students most prefer hands-on, simulation-based …

Team Dynamics And Learning Behavior In Hospitals: A Study Of Error Reporting By Nurses, Lindsay Thompson Munn

Dissertations

Error reporting is the primary way that hospitals identify errors and near misses, and it is essential for organizational learning and improvement to occur. However, it is widely recognized that errors in hospitals are significantly underreported. As a result, there are numerous lost opportunities for health care organizations to learn from errors and improve the care delivered to patients.

The purpose of this study was to use the model of work-team learning as the theoretical foundation to examine the error reporting behaviors of nurses. The study examined the team factors of safety climate, leader inclusiveness, and psychological safety and their …

Improving New Faculty Onboarding Through Implementation Of A Faculty Mentoring Program, Melissa M. Skelly

DNP and Student Works

In the United States there is a shortage of experienced nursing faculty, and clinicians often transition to educator roles without any formal training; this often leads to significant stress and a period known as disorientation. Mentoring is one way to bridge the gap. This project focused on development and implementation of a mentoring program in an agency's department of graduate nursing. Project objectives included implementing a mentoring program to provide career development for new faculty and to cultivate mentor development to enhance the mentoring experience.