Digital Commons Network^™

Deep Learning In Ai Medical Imaging For Stroke Diagnosis, James Mario Guzman

Master's Theses

Enhancing medical imaging stroke diagnosis applications with artificial intelligence (AI) tools to determine lesion volume, location and clinical metadata is vital toward guiding patient treatment and procedure. A major hardship in developing stroke diagnosis AI tools is the scarcity of publicly available clinical 3D stroke datasets. Through working with Johns Hopkins University, University of Michigan’s ICPSR data repository and SJSU research, we gained access to potentially the largest 3D MRI stroke dataset with clinical metadata annotated by neuroradiologists known as ICPSR 38464. With the ICPSR 38464 dataset recently being available through institutional review board (IRB) approval or exemption, we were …

Linking Social Dynamics To Private Land Management: A Study Of Prescribed Burn Associations In Northern California, Spencer R. Klinefelter

Master's Theses

Prescribed fire is one way to improve the adaptive capacity of communities in the wildland urban interface in terms of managing wildfire risk and meeting socio-ecological goals. In California, Prescribed Burn Associations (PBAs) are a way of organizing private landowners with the goal of engaging in more widespread and frequent prescribed fires. This research uses semi-structured interviews with private landowners, along with key informants from public agencies such as CalFire and Regional Parks, to explore PBA development and functioning in northern coastal California. Sonoma and Marin counties were chosen as the primary study sites as they are represented by the …

No Kidding: The Moderating Role Of Childcare Responsibility On The Relationship Between Perceived Work-Life Balance Policy Culture And Job Outcomes, Ziwei Gao

Master's Theses

The societal assumption that everyone will or should have children at some point is deeply ingrained in many cultures. This often results in a lack of recognition and understanding of the experiences of childfree individuals, particularly within professional settings. Therefore, the present study aimed to examine the moderating effect of childcare responsibility on the relationship between perceived work-life balance policy culture and job outcomes. A sample of 161 participants completed an online survey measuring perceived work-life balance policy culture, job satisfaction, organizational commitment, and turnover intentions. Results showed that employees with high levels of perceived work-life balance policy culture reported …

Tree Removal From An Encroached Coastal Grassland Restores Soil Bacterial Communities Before Fungal Communities, Ka Ki Law

Master's Theses

Woody species encroachment depletes historic grassland biodiversity and degrades ecosystem function around the world. In particular, the encroaching trees can shift soil properties and microbial communities, which play critical roles in plant health and global nutrient cycling. Little is known about how removing encroached trees affects soil ecosystems, however. Over the last century, Pinus radiata and Hesperocyparis macrocarpa (non-native to the area) both encroached into coastal prairies at Rancho Corral de Tierra in California, and selected trees were removed in 2017 and 2018 to restore grassland habitats. To examine the impacts of encroachment and removal on the soil ecosystem, I …

Partnering With International Peers To Promote Young Children’S Social And Emotional Learning: Students’ Experiences During An International Service Learning Program, Danica D. Mavroudis

Master's Theses

International Service Learning (ISL) has been used increasingly across fields of study in higher education to enhance student’s learning outside the classroom. ISL programs often encourage students to reflect on their experience to promote experiential and transformative learning. Previous research on ISL has found benefits to students’ professional and personal development. While the process may be helpful to participating students, there may be a lack of lasting benefit to the host community. There also is a gap in the literature of how mental wellness services could be delivered using ISL. In hopes to extend program benefits and provide mental wellness …

Interdependence Of Salt Concentration And Filler Particles On Crystallinity And Mechanical Behavior Of Peo-Litfsi Electrolytes For Lithium-Ion Batteries, Valeria Perez

Master's Theses

Developing composite polymer electrolytes is crucial for enhancing the safety, energy density, and performance of lithium-ion batteries. While it is widely accepted that introducing filler particles in PEO-based electrolytes can reduce crystallinity and enhance ionic conductivity, this conventional understanding applies primarily to electrolytes with high lithium salt concentrations. The hypothesis of this investigation is that the crystallinity change induced by LLZTO ceramic particles in PEO-LiTFSI electrolytes is contingent on the EO:Li molar ratio. This hypothesis is interrogated by measuring changes in crystallinity, spherulite morphology, and stiffness of composite polymer electrolytes with two different EO:Li molar ratios using differential scanning calorimetry, …

Detecting The Onion Routing Traffic In Real-Time By Using Reinforcement Learning, Dazhou Liu

Master's Theses

Anonymous networks have been popularly utilized to protect user anonymity and facilitate network security for a decade. However, such networks have been a platform for adversarial affairs and various network attacks including suspicious traffic generators. As a result, detecting anonymous network traffic is one critical task to defend a network against unpredictable attacks. Many new methods using machine learning and deep learning techniques have been proposed. However, many of them rely heavily on a vast amount of labeled data and have complicated architectures. Since network traffic always fluctuates under different network environments, those techniques may degrade in performance due to …

Educational Attainment And Employment Status Of Medical Cannabis Users In The Bay Area Of California, Kristi M. Sadler

Master's Theses

This research assesses whether participants’ responses align with the literature concerning cannabis use on educational attainment and employment outcomes. Mainly, cannabis use in adolescence is associated with lower educational attainment, and cannabis use in general may lead to poor employment outcomes, as described in the literature. Participants were medical cannabis dispensary patients with a California medical cannabis card residing in 11 counties in or near the San Francisco Bay Area. Data were collected via an internet survey from October to December 2017 via 32 medical cannabis dispensaries. Medical cannabis users reported having bachelor’s degrees at double the current national average. …

Distribution And Habitat Use By Western Burrowing Owls (Athene Cunicularia Hypugaea) In Alameda, Contra Costa And San Joaquin Counties, California, Jacqueline Taylor

Master's Theses

Grasslands are regularly altered for development, agriculture, and animal farming which leads to habitat destruction and fragmentation and, ultimately, a loss of wildlife species. Though degraded, grassland ecosystems – including native and non-native species - dominate the landscape in the region of the San Francisco Bay Area east of the Bay. The western burrowing owl (Athene cuncularia hypugaea) is a native grassland species of California. The breeding burrowing owl population in the San Francisco Bay Area is resident, but burrowing owls from other parts of the range migrate into the region for the winter. The breeding owl populations in the …

Behavorial Response Of Diving Northern Elephant Seals (Mirounga Angustirostris) When Exposed To Predator Calls, Daphne M. Shen

Master's Theses

Understanding how marine mammals respond to and recover from acoustic stressors is crucial if underwater noise increases. The use of an animal-borne biologger that combines a speaker with a motion sensor allows for the collection of whole-dive and fine-scale data over repeated exposures under identical experimental parameters. This study determined whether northern elephant seals (Mirounga angustirostris), a model for deep-diving marine mammals, exhibited a stereotypical behavioral response when exposed to killer whale whistles, an acoustic stressor. I examined changes in dive characteristics, measured duration of altered response, and observed behavior in response to repeated exposures. When exposed to the playback …

The Mediating Role Of Perceived Organizational Support On The Relationship Between Wellness Programs And Job Satisfaction, Andy Tran

Master's Theses

The purpose of the current study was to examine the mediating role of perceived organizational support (POS) on the relationship between wellness programs (participations and availability) and job satisfaction. A total of 83 employees participated in the study, which utilized online survey distribution. Results showed that POS fully mediated the relationship between both participation and availability of wellness programs and job satisfaction. In other words, employees who participated in a wellness program felt more supported by their organization, leading to greater job satisfaction. In addition, the results suggested that when organizations offered more wellness programs, employees were more likely to …

An Exploration Of The Low Prevalence Effect During Phising Detection, Sherry J. Wei

Master's Theses

Phishing attacks are attempts to obtain individual credentials or other private information through deception, usually in email format. As the Internet becomes increasingly intertwined with everyday lives, such attacks are on the rise, threatening individuals and businesses alike. Existing anti-phishing training measures fail to address possible prevalence effects on detection performance: in tasks where targets appear rarely, participants have heightened miss rates. This low prevalence effect could be present in phishing detection because phishing emails are observed much less frequently than legitimate emails. Emerging research has reported observing heightened miss rates as a function of phishing email rarity. This study …

How Should I Fall Apart For You? A Critical Autoethnography Exploring Embodied Trauma, Julie R. Terebkov

Master's Theses

Defining and naming trauma is a layered and nuanced process but hegemonic medical and media discourses have forced trauma into a system of binary terms and categories. This study begins with an exploration of how hegemonic discourses define trauma and how focusing on embodied trauma disrupts the limiting language presently available. I use Lisa Blackman’s (2008) work on embodiment to explore how our bodies move, take on, and shed trauma as a form of disruption to oppressive language. Blackman’s theory is used to examine my own embodied trauma through a critical autoethnography using prose and narrative I developed in narrative …

Manifestations Of Communicative Resilience In Experiences Of Serial Arguments Among Adult Children Of Harmful Parental Alcohol Use, Brooklyn Willis

Master's Theses

This thesis investigated the ways in which adult children of harmful parental alcohol use manifest resilience through the lens of the Communication Theory of Resilience (CTR). The CTR presents five communication processes by which resilience, which is the ability to overcome hardship, is demonstrated. Serial arguments, the repeated and unresolved conflicts that occur between romantic partners, were utilized as the context to study resilience. Interviews were conducted to learn about perceptions of serial argument resolvability and the ways and frequencies in which resilience manifested. A pre-interview survey gathered information pertaining to relationship satisfaction and perceptions of resilience. A thematic analysis …

The Correlation Between Perceived Maternal Parenting Style And Perceived Emotion Regulation In Seventh-Day Adventists In Southern Brazil, Camila Cardoso Masotti

Master's Theses

Problem.\

One's ability to regulate his/her emotions utilizing coping mechanisms and dissuasive mental strategies is partly attained due to the correct functioning of innate biological systems and to life experiences that promote learning/training in this area (cf., e.g., Matsumoto & Hwang, 2012). The field of emotion regulation studies has extensively elaborated on a multivalent description of human emotional development, in which emotions are part of essential mental strategies for an individual's conscious and unconscious goals in life (cf., e.g., Lang & Bradley, 2010; Levenson, 1999). Therefore, as a partly learned ability, one's emotion regulation skills have been shown as positively …

A Study Of The Multi-Faceted Impact Of The Second Vatican Council Upon Catholicism And Beyond, Constantin Valentin Popescu

Master's Theses

The Topic

The research analyzes the development of Catholicism in the 20th century. After the First Vatican Council (1868-1870) and the promulgation of the dogma of papal infallibility and papal primacy, the Roman Catholic Church lost much credibility and influence with Christianity, becoming increasingly isolated from the developing modern world. In this situation, Catholicism needs a revival, a reconfirmation of its long-lost authority. On the other hand, knowing that the Roman Catholic Church fulfills a very important role in biblical prophecies, we will observe, in this study, an adaptation of Catholicism to the modern world precisely to regain its credibility. …

The Effect Of Social Media And Digital Devices On Academic Performance In Middle And High School Students A Thesis Presented In Partial Fulfillment Of The Requirements For The Degree Master Of Science In Special Education By Martine Irumva 2023, Martine Irumva

Master's Theses

The use of technology has tremendously increased in the education sector, especially during the Covid 19 pandemic, for middle and high school students through social media and digital devices. This study investigated the effects of social media and the use of digital devices among middle and high school students in relation to their academic performance. Also, the study examined how social media and digital devices use among middle and high school students has changed compared to before, during and after the Covid-19 pandemic.

An online survey was used through Andrews University class climate to collect the data from a hundred …

Parent Satisfaction Of Daily Organized Physical Education For Children With Autism Spectrum Disorder, Cody Mills

Master's Theses

Daily structured physical education programming should be protected to support the achievement of goals set within an individual education plan (IEP) for students with autism spectrum disorder (ASD). To ensure this is a priority, parent satisfaction is necessary to prioritize a healthy partnership between home and school. The objective of this research study is to identify the level of parent/guardian satisfaction in school-based and community-based daily organized physical education provided for children with autism. The research will determine if parents/guardians are wholly satisfied with the programming provided by their child’s school, or if greater satisfaction is attained when parents outsource …

The King And His Court: The Culture Of Royal Power And The Creation Of The Angevin Empire Under Henry Ii, Joseph Jarrell

Master's Theses

Legal codes, literature, history, and violence were necessary aspects of royal power that in conjunction with resources gained from familial inheritance and a fortunate marriage allowed King Henry II to build, govern, and legitimize his rule over the Angevin Empire, as well as attempt to create an Angevin dynasty. Examining these subjects advances ideas about medieval royal culture and its relation to political power and legal power in the twelfth century Angevin Empire.

Historiography has long examined this period as the histories of great men, but recent trends have examined the interplay of power, politics, and gender during the Middle …

Examining The Effect Of Positive Greetings At The Door On Student Academic Engagement And Disruptive Behavior, Abigail Lawson

Master's Theses

Positive Greetings at the Door (PGD) is a proactive classroom management strategy designed to assist students’ transitioning from a non-academic environment (e.g., physical education, lunch, hallway) to an academic environment (e.g., classroom instruction). PGD can prepare students to engage in academic behavior (e.g., sitting in seat, working on-tasks) and avoid engaging in nonacademic/disruptive behavior, thereby delaying the start of classroom instruction. Such disruptive behavior can lead to teacher frustration, which may contribute to a negative classroom environment. The current study used a concurrent multiple baseline design to assess the effects of PGD (Cook et al., 2018) on academically engaged behavior …

Building Strength Versus Getting Lean: An Analysis Of The Gendered Nature Of Fitness In Crossfit, Barre, And Personal Training, Margaret M. Jones

Master's Theses

Like many industries in contemporary society, the fitness sector is heavily gendered, andthus needs to be examined as a sector that both creates and reinforces gendered bodies. Building on previous single-method studies, I utilized a multi-methods approach of ethnography and interviews to analyze organizational and individual experiences with gender and fitness. Using West and Zimmerman’s concept of “doing gender,” I analyzed fitness organizations as a setting where gender and inequality are actively reproduced. By analyzing three fitness organizations with different gendered audiences (a barre studio, a CrossFit gym, and a personal training facility) I looked at how gender and fitness …

Physical Activity, Self-Determination, And Self-Conscious Emotions In Adolescents And Young Adults With And Without Autism Symptomatology, Dakota Morales

Master's Theses

Previous literature suggests that autistic individuals engage in physical activity less frequently compared to typically developing peers (Bandini et al., 2013; Jones et al., 2017). This is noteworthy because exercise interventions for autistic individuals have found that engaging in physical activity can improve motor, social, and behavioral skills (Anderson-Hanley et al., 2011; Duffy et al., 2017; Nicholson et al., 2011; Oriel et al., 2011). Thus, the present study seeks to understand what factors may promote physical activity engagement, such as self-determination motivation regulations and body-related self-conscious emotions, in adolescents and young adults with and without autism symptomatology. Participants included 51 …

Changing Vaccine Hesitant Attitudes Of Parents Using Moral Persuasion, Max Vitro

Master's Theses

In the fight against Covid-19, overt, science-based messaging is not enough to persuade everyone to get vaccinated no matter how encouraging the data. Recent studies on attitudes toward vaccines and other health-promoting measures have provided clues as to why so many are still opposed, suggesting many who were resistant had reasons that were rooted along moral grounds. This process of moralization occurs when a belief becomes a moral matter of ‘right and wrong’ rather than a means to an end. Because moral beliefs are more entrenched, they’ve proven much more difficult to change. There is one approach that could increase …

Teachers’ Perceptions Of Ells By Racial Identity: A Pilot Study, Ha Tran

Master's Theses

ABSTRACTAs racial and political tensions grow within the United States, it is not uncommon for negative teacher perceptions of English Language Learners (ELLs) to be documented in educational research. This observed phenomenon is especially worrisome for three reasons: (1) teachers’ perceptions of their students are known to affect their pedagogy, (2) teacher perception and pedagogy influences student outcomes, and (3) the ELL population continues to be the quickest growing subset within the American public-school student body. While extensive, previous research has not attempted to compare teacher perceptions of ELLs across varying racial identity groups of ELLs. Thus, this pilot study …

Investigating The Viral Nature Of Neuronal Capsid Genes, Michael Manuel Long

Master's Theses

Memory formation is an essential part of everyday life. Neuronal communication is thought to be a key driver behind memory formation. There are two heavily studied methods of neuronal communication: chemical (neurotransmitter-mediated) and electrical (physically attached). When issues arise environmentally or genetically, people can experience one of many devastating memory disorders i.e. Alzheimer’s disease and other Dementias. Due to their prevalence, the treatments for disorders that hinder memory formation are a high priority for pharmaceutical companies. Currently, many of the treatments available focus on neurotransmitters or neuronal activity, and scientists are far from a cure. However, there may be an …

Predicting Lower Millennial Turnover Intentions: Examining Work Benefits Factors And Organizational Environment Factors As Sets, Lyric W. Fortson

Master's Theses

Millennials make up the majority of the working population now, however organizations are struggling to retain them, as they tend to turnover in their job roles after an average of just a few years. The purpose of this study was to examine what workplace variables could predict lower turnover intentions in Millennials. This study examined a set of two work benefits factors, satisfaction with salary and satisfaction with career advancement, and a set of three organizational environment factors, satisfaction with feedback, satisfaction with supervisor, and satisfaction with work-life balance, as predictors of lower turnover intentions in Millennials. A survey was …

Bubble Detection Under Microgravity In A Closed-Loop Microchannel Perfusion System, Max S. Kim

Master's Theses

Altered gravitational conditions result in changes in biological function. Studies in microgravity have shown irregularities in fluid redistribution within the vascular system. In order to study these irregularities, a cell culture perfusion system is necessary. Bubbles can proliferate in closed-loop systems and are detrimental to cells. However, the effects of bubbles in a closed-loop system in microgravity are unknown. Accordingly, the hypothesis of this investigation is that the absence of a constant-direction gravitational body force will exacerbate the presence of bubbles in a closed-loop microfluidic perfusion system. In order to examine the hypothesis, a closed-loop microfluidic cell culture perfusion system …

Accident Prediction On E-Bikes Using Computer Vision, Rohith Puvvala Subramanyam

Master's Theses

Micro Mobility refers to small, confined pace range, and lightweight modes oftransportation, which include e-Bikes and e-Scooters. Micro Mobility riders are prone to harm and deadly injuries on city streets. Statistics show that on average 27 out of 82 (33%) humans, in the United States get injured every day in e-motorcycle injuries, which is rapidly increasing as compared to previous years. The current accident prediction strategies have been rather technically complicated to be incorporated onto micromobility vehicles which are lighter in weight and smaller in size. Current strategies bring key challenges to light. First, as micro-mobility vehicles are small and …

An Interpretative Phenomenological Analysis Of Female Olympic Athletes’ Experiences With Social Media, Mercedez M. Sanchez

Master's Theses

Social media is prevalent in athletes’ lives and sport today. Sport psychology scholars have conducted numerous research studies on the effects of social media in athletes, yet not specifically athletes who have participated in the Olympic Games. Less is known about how Olympic athletes perceive, interpret, and manage both positive and negative social media effects. It is essential that those involved in athletics are aware of how the highest-level athletes experience various forms of public feedback on social media, and how they can manage the effects of this feedback. The purpose of this study was to qualitatively examine the experiences …

Spatiotemporal Dynamics And Biogeochemical Responses In A Tidally Restricted Moro Cojo Slough, Ryan Chiu

Master's Theses

Four years of observational data for Moro Cojo Slough (MCS), a Mediterranean climate estuary in central California, linked anthropogenic nutrient loading and hydrological modifications to a shift in net ecosystem metabolism (NEM) that differs from the characteristic net heterotrophic behavior of most estuarine systems. A lack of precipitation and limited flushing during the dry seasons, as evidenced from hypersaline waters, contribute to high ecosystem respiration rates that drove NEM to nearly balanced or net autotrophic. During the wet seasons, increased runoff and nutrient loading due to precipitation elevated primary production rates within MCS, characterizing the system as net autotrophic. Box …