Digital Commons Network^™

From Displaced To Displacers: Scottish Crofters, First Nation Peoples And Commons Enclosure From The 1700s To The 1800s, Anna Herrington

Theses and Dissertations--History

In the 18^th and 19^th centuries, the enclosure of common systems shaped the displacement of people on a global scale whilst bringing the people---Scottish Highland crofters and Mi’kmaq First Nation Canadians from the margins where they have dwelled for centuries in historical scholarship to of the centre of not just their history, but our collective history. Both populations experienced attacks on their ties to their lands, resources, and culture through enclosure. The enclosure process lasted over two centuries and was interspersed with violent protest, proactive resistance, interspersed with periods of acceptance and determination against their forced removals. Investigating …

Novel Architectures And Optimization Algorithms For Training Neural Networks And Applications, Vasily I. Zadorozhnyy

Theses and Dissertations--Mathematics

The two main areas of Deep Learning are Unsupervised and Supervised Learning. Unsupervised Learning studies a class of data processing problems in which only descriptions of objects are known, without label information. Generative Adversarial Networks (GANs) have become among the most widely used unsupervised neural net models. GAN combines two neural nets, generative and discriminative, that work simultaneously. We introduce a new family of discriminator loss functions that adopts a weighted sum of real and fake parts, which we call adaptive weighted loss functions. Using the gradient information, we can adaptively choose weights to train a discriminator in the direction …

Q-Polymatroids And Their Application To Rank-Metric Codes., Benjamin Jany

Theses and Dissertations--Mathematics

Matroid theory was first introduced to generalize the notion of linear independence. Since its introduction, the theory has found many applications in various areas of mathematics including coding theory. In recent years, q-matroids, the q-analogue of matroids, were reintroduced and found to be closely related to the theory of linear vector rank metric codes. This relation was then generalized to q-polymatroids and linear matrix rank metric codes. This dissertation aims at developing the theory of q-(poly)matroid and its relation to the theory of rank metric codes. In a first part, we recall and establish preliminary results for both q-polymatroids and …

Surjectivity Of The Wahl Map On Cubic Graphs, Angela C. Hanson

Theses and Dissertations--Mathematics

Much of algebraic geometry is the study of curves. One tool we use to study curves is whether they can be embedded in a K3 surface or not. If the Wahl map is surjective on a curve, that curve cannot be embedded in a K3 surface. Therefore, studying if the Wahl map is surjective for a particular curve gives us more insight into the properties of that curve. We simplify this problem by converting graph curves to dual graphs. Then the information for graphs can be used to study the underlying curves. We will discuss conditions for the Wahl map …

Investigation Of Key Mechanisms Of Contact Dependent Growth Inhibition Systems In Burkholderia Cepacia Complex Species, Zaria K. Elery

Theses and Dissertations--Microbiology, Immunology, and Molecular Genetics

Burkholderia cepacia complex is a group of closely related environmental bacteria that can exacerbate disease in immunocompromised individuals. B. cepacia bacteria are equipped with an arsenal of mechanisms to cooperate and compete for nutrients in various polymicrobial environments. Contact-dependent growth inhibition (CDI) systems are antagonistic mechanisms widespread among proteobacteria. CDI systems consist of Two Partner Secretion pathway proteins that function to deliver the toxic C-terminal portion of the large effector exoprotein (termed ‘BcpA’ in Burkholderia-type CDI systems) to the cytoplasm of a compatible recipient bacterial cell upon direct cell to cell contact. The translocation of BcpA out of the …

Therapeutic Implications Of The Gut-Cns Axis In Promoting Recovery Following Cervical Spinal Cord Injury, Jessica Wilson

Theses and Dissertations--Neuroscience

Nearly 60% of all spinal cord injuries (SCI) occur at the cervical level. These high-level injuries can interrupt the descending respiratory pathways required for breathing. Indeed, therapies in animal studies have been successful at restoring breathing after SCI; however, these interventions appear to be more effective at chronic time points. One potential cause for this observation is the impact of the injury on the gut microbiome. Neurotrauma can induce gut dysbiosis, an imbalance of pathogenic and beneficial gut microbiota, which has previously been shown to negatively impact the central nervous system (CNS) and impair recovery. We aimed to build upon …

Foster Caregiving: How Interactions With The Child Welfare Agency Impact Foster Parent Satisfaction, Recruitment, And Retention, Ethan Engelhardt

Theses and Dissertations--Social Work

Professionals of the child welfare system in Kentucky have continuously worked to retain and recruit new foster parents for the foster care system. Foster parents are uniquely placed in a surrogate caring position for children removed from their homes for reasons of abuse or neglect. Foster parents accept this role and step in to provide a safe and loving household for many children. There are more than 9,000 children placed in Out of Home Care (OOHC) on any given day in Kentucky, leaving many children in need of a loving and supportive household. Foster parents hang in the balance between …

Factors Associated With Successful Military-To-Civilian Transition Among Special Forces Veterans, Edward Richter

Theses and Dissertations--Social Work

The purpose of this study was to explore the military-to-civilian transitional experience in a sample of Special Forces veterans. Acknowledging challenges in accessing the veteran population, most existing research on the military-to-civilian transition consolidates military occupations into a single sample. This method fails to address the intricacies that may exist within individual military occupations, especially that of U.S. Army Special Forces soldiers. Special Forces qualified soldiers represent the largest portion of all U.S. Military Special Operations Forces and are responsible for the majority of all Special Operations activities, yet their experience in transitioning out of the Army is largely unknown. …

Overcoming The Challenges Of Formal Organizational Structure: Individuals’ Desire For Reducing Their Workflow Dependencies, Seong Won Yang

Theses and Dissertations--Management

In a field social network study of 141 employees in an international organization, I examined individuals’ future desires to either collaborate more intensely with existing network partners or seek out new partners based on the latent value of these social ties – the potential social capital that will be generated from strengthening or building a tie in terms of reducing their formal workflow dependencies on others. Employees tended to desire more intense collaboration with a constraining existing tie (i.e., a bottleneck in their existing workflow network) when they trusted the person, suggesting they believed that the partner would provide high-quality …

Consumers’ Responses To New Technologies In The Marketplace, Umair Usman

Theses and Dissertations--Marketing and Supply Chain

Chapter 1. This research examines whether the use of blockchain technology to back a brand’s claims (i.e., blockchain augmented claims) influences consumer preference for sustainable products. Consumers are demanding higher levels of transparency from brands and are also showing keen interest in consuming sustainable products, which includes products that promote social, environmental and economic sustainability. Recent advancement in digital technology, specifically blockchain, is offering an opportunity for brands to meet both these consumer demands. In five laboratory studies, I demonstrate that blockchain augmented claims, as compared to traditional industry practices (i.e., use of third-party labels and brand’s self-made claims), increases …

Sensory Marketing For Consumer Wellbeing, Josh Lundberg

Theses and Dissertations--Marketing and Supply Chain

Chapter 1. Many consumer decisions – from trying a new brand to trying a new recipe – involve some risk. However, although consumers’ appetite for risk has received over fifty years of investigation, the impact of situational variables (e.g., atmospherics) on consumer decision making involving risk remains relatively unexplored. To address this gap, the current work examines the influence of temperature, a ubiquitous situational influence, on consumers’ inclination toward risk. Across four studies, we find evidence for a positive relationship between temperature and risk taking, using multiple manipulations of temperature and measurements of risk. Evidence suggests that this effect is …

When The Past Comes Knocking: An Alter-Centric Perspective On Network Mobilization In Prosocial Occupations, Jason Ross

Theses and Dissertations--Management

Networks are vital to our ability to access resources. However, scholars have often overlooked just how social networks are mobilized. Underexplored in the literature is how individuals think and feel about mobilizing networks with little attention directed towards the person (alter) being reached out to. In this dissertation, I use a basic, interpretive design to better understand how people think and feel about receiving requests for task-related help, paying particular attention to when those requests originate from people from one’s past. To do so, I conducted interviews with 40 animal rescuers given their passion for helping, but their inability to …

Home Is Where The Heart Is: Rural Residents, Deprivation, And The Impact Of Prd On Governmental Representation, Mary Rachael Blandau

Theses and Dissertations--Political Science

How does rural deprivation, defined here as the perception that rural residents are deprived of economic and social capital that comparatively disadvantages them more than their urban and suburban counterparts, impact their political attitudes? And how do these perceptions, termed perceived rural deprivation, impact their attitudes towards the government? While scholars have long studied rural behavior, interest in the topic was reinvigorated during the Trump presidency once it became clear that rural voters contributed to Donald Trump’s election in 2016 and became some of his strongest and most loyal supporters during his presidency.

Before we can answer the question of …

Finite Mixtures Of Mean-Parameterized Conway-Maxwell-Poisson Models, Dongying Zhan

Theses and Dissertations--Statistics

For modeling count data, the Conway-Maxwell-Poisson (CMP) distribution is a popular generalization of the Poisson distribution due to its ability to characterize data over- or under-dispersion. While the classic parameterization of the CMP has been well-studied, its main drawback is that it is does not directly model the mean of the counts. This is mitigated by using a mean-parameterized version of the CMP distribution. In this work, we are concerned with the setting where count data may be comprised of subpopulations, each possibly having varying degrees of data dispersion. Thus, we propose a finite mixture of mean-parameterized CMP distributions. An …

Using Unconscious Thought To Improve Evaluations Of Complex Accounting Estimates, Blake Holman

Theses and Dissertations--Accountancy

Accounting practitioners and regulators have recently focused efforts toward increasing the efficiency of management review controls (MRCs), including the evaluation of complex accounting estimates. Although increasing cognitive effort (i.e., conscious deliberation) is an intuitively appealing strategy for improving decision quality, Unconscious Thought Theory (UTT) suggests that a period of unconscious thought is a more beneficial strategy in complex domains. Drawing on UTT, I predict and find across two studies that prompting accounting practitioners to engage in unconscious thought facilitates the recognition of patterns of bias within management provided estimates, resulting in higher quality assessments of fair value estimates. My findings …

Clustering Hospital Performance Using Group-Based Multi-Trajectory Modeling With Singular Bayesian Information Criterion, Gaixin Du

Theses and Dissertations--Epidemiology and Biostatistics

Hospital performance is complex and patient-experience oriented. Currently, the Centers for Medicare and Medicaid Services (CMS) evaluate hospitals yearly with a single score of one to five ("Star Rating") using composite measures from five domains. However, a single composite score cannot fully describe it, and alternative measures should be considered. Healthcare quality improvement needs long-term data to validate effectiveness. Group-based multi-trajectory modeling (GBMTM) estimates probabilities of latent group membership based on longitudinal profiles from multiple outcomes. We use GBMTM to identify groups of hospitals with similar performance in SAS PROC TRAJ.

We downloaded Medicare-eligible hospitals (N=5,111) that provided patient care …

Evaluating The Impact Of Mental Health Needs And Services Disruption: Covid-19 & Wisconsin Children’S Welfare Services, Gavin Rienne

Theses and Dissertations--Epidemiology and Biostatistics

Children’s traumatic experiences have lifelong impacts on their mental health and quality of life, therefore mental health services are a critical part of necessary community resources. The increased frequency and severity of natural disasters such as hurricanes, tornadoes, and pandemics reinforces the need to examine and understand the importance of mental health and child services in response to disaster events. This research assesses the relationship between disasters and subsequent health service utilization amongst children and adolescents. We investigated current research on the relationship between children’s mental health and community mental health resource efficacy and accessibility after a major disaster by …

Potential Alzheimer's Disease Plasma Biomarkers, Taylor Estepp

Theses and Dissertations--Epidemiology and Biostatistics

In this series of studies, we examined the potential of a variety of blood-based plasma biomarkers for the identification of Alzheimer's disease (AD) progression and cognitive decline. With the end goal of studying these biomarkers via mixture modeling, we began with a literature review of the methodology. An examination of the biomarkers with demographics and other health factors found evidence of minimal risk of confounding along the causal pathway from biomarkers to cognitive performance. Further study examined the usefulness of linear combinations of biomarkers, achieved via partial least squares (PLS) analysis, as predictors of various cognitive assessment scores and clinical …

Parallel Real Time Rrt*: An Rrt* Based Path Planning Process, David Yackzan

Theses and Dissertations--Mechanical and Aerospace Engineering

This thesis presents a new parallelized real-time path planning process. This process is an extension of the Real-Time Rapidly Exploring Random Trees* (RT-RRT*) algorithm developed by Naderi et al in 2015 [1]. The RT-RRT* algorithm was demonstrated on a simulated two-dimensional dynamic environment while finding paths to a varying target state. We demonstrate that the original algorithm is incapable of running at a sufficient rate for control of a 7-degree-of-freedom (7-DoF) robotic arm while maintaining a path planning tree in 7 dimensions. This limitation is due to the complexity of maintaining a tree in a high-dimensional space and the network …

Generalizable And Adaptable Data-Driven Methods For Overcoming Barriers To Practical Industrial Condition Monitoring, Matthew B. Russell

Theses and Dissertations--Electrical and Computer Engineering

The future of smart manufacturing relies on predictive maintenance systems that intelligently minimize expensive downtime through timely assessment of machine condition. Deep Learning (DL) has achieved excellent performance in industrial condition monitoring experiments, but the constraints of the manufacturing environment prevent many algorithms from being practically deployed on the factory floor. Ubiquitous sensing from online machines generates high velocity data streams that require new techniques for efficient transmission and storage. Despite these ever-increasing data lakes, many applications still lack the data needed for training DL fault diagnosis and wear tracking models since most data is unlabeled and only from nominal …

Stratospheric Glider Measurements Of Atmospheric Parameters, Anisa Haghighi

Theses and Dissertations--Mechanical and Aerospace Engineering

In June 2021 a series of high altitude flights were conducted in Spaceport America, NM, using a balloon launched Uncrewed Aircraft System (UAS) to assess its capability to conduct measurements of various atmospheric properties and study turbulence in the troposphere and lower stratosphere. This UAS descends using an automated flight trajectory. The instruments aboard included a NASA-developed infrasonic microphone to evaluate its remote turbulence detection capabilities and a five-hole probe capable of measuring the in situ wind vector. Also on board were temperature, humidity and wind profile sensors. This document focuses on the atmospheric properties measured at high altitudes, the …

Precision Meteorological Prediction Employing A Data-Driven, Adaptive, Real-Time (Dart) Approach, Sujit Sinha

Theses and Dissertations--Mechanical and Aerospace Engineering

The objective of this research is to improve precision meteorological prediction, benefiting both uncrewed aerial vehicle (UAV) operations by avoiding hazardous flight conditions and tracking contaminant or toxic clouds caused by incidents, accidents, or fires. The operational concept is to collect meteorological observations from instruments mounted on a swarm of UAVs, telemeter the data to a weather simulation model, revise the predicted solution by adapting the flow field to the observations, and then transmit the updated forecast to appropriate personnel as well as to the guidance system of UAVs for repositioning to the next set of most beneficial measurements. While …

Assessment Of The Interplay Between Regional Β-Amyloid Burden And White Matter Hyperintensities On Cognition And Default Mode Network In Clinically Normal Older Participants, Doaa G. Ali

Theses and Dissertations--Clinical and Translational Science

Objective: Alzheimer’s disease (AD) and subcortical vascular dementia are considered the most common pathologic contributors to dementia in the aging population. Both frequently coexist in over 80% of community dwelling adults with dementia. The neuropathological development of AD arguably begins with β-amyloid (Aβ) deposition in the brain. This series of studies aims to test the hypothesis that early focal regional amyloid deposition in the brain is associated with cognitive performance in specific cognitive domain scores in preclinical AD (pAD) (study1). Since mixed dementia is widely recognized as the norm rather than the exception, the second study aimed to explore the …

Scoping Review On Eye-Gaze As An Access Method For Augmentative And Alternative Communication, Sara Elise Craig

Theses and Dissertations--Communication Sciences and Disorders

Background: Eye-gaze is an access method used for people with severe motor impairments to communicate when other access methods for augmentative and alternative communication (AAC) are not feasible. The purpose of this research was to conduct a scoping review on eye-gaze as an access technique for AAC. This scoping review uses Light’s communicative competences (i.e., linguistic, operational, social, and strategic) as a framework to analyze recent literature.

Methods: Five databases were searched to find relevant articles that considered eye-gaze as an access method for communicative purposes. Results were charted and analyzed to determine which, if any, communicative competences and associated …

Age- And Sex-Dependent Alterations In Primary Somatosensory Neuronal Calcium Network Dynamics During Locomotion, Sami L. Case

Theses and Dissertations--Pharmacology and Nutritional Sciences

Over the past 30 years, the calcium (Ca2+) hypothesis of brain aging has provided clear evidence that hippocampal neuronal Ca2+ dysregulation is a key biomarker of aging. Indeed, age-dependent Ca2+-mediated changes in intrinsic excitability, synaptic plasticity, and activity have helped identify some of the mechanisms engaged in memory and cognitive decline. However, much of this work has been done at the single-cell level, mostly in slice preparations, and in restricted structures of the brain. Recently, our lab identified age- and Ca2+-related neuronal network dysregulation in the cortex of the anesthetized animal. Still, investigations in the awake animal are needed to …

The Influence Of Apoe Genotype On Lipid Droplet Dynamics, Cassi Friday

Theses and Dissertations--Physiology

Excess lipid droplet (LD) accumulation is associated with several pathological states, including neurodegenerative disorders such as Alzheimer’s disease (AD). However, the mechanism(s) by which changes in LD composition and dynamics may contribute to the pathophysiology of AD remains unclear. Apolipoprotein E (ApoE) is a droplet-related protein with a common variant (ApoE4) that confers the largest increase in genetic risk for late-onset AD. Interestingly, ApoE4 is associated with both increased neuroinflammation and excess LD accumulation. This dissertation work seeks to quantitatively profile the lipid and protein composition of LDs between the ‘neutral’ ApoE3 and ‘risk’ ApoE4 isoforms, in order to gain …

Effects Of Traumatic Brain Injury On The Intestinal Tract And Gut Microbiome, Anthony Desana

Theses and Dissertations--Physiology

Traumatic brain injury (TBI) initiates not only complex neurovascular and glial changes within the brain but also pathophysiological responses that extend beyond the central nervous system. The peripheral response to TBI has become an intensive area of research, as these systemic perturbations can induce dysfunction in multiple organ systems. As there are no approved therapeutics for TBI, it is imperative that we investigate the peripheral response to TBI to identify targets for future intervention. Of particular interest is the gastrointestinal (GI) system. Even in the absence of polytrauma, brain-injured individuals are at increased risk of suffering from GI-related morbidity and …

Development Of A Community-Based Plan For An Effective Behavioral Intervention To Reduce Childhood Obesity In A Rural Appalachian Community, Jennifer Stacy Wells

Theses and Dissertations--Nutrition and Food Systems

Rural children experience increased rates of obesity and reduced access to specialized weight management facilities, which makes receiving the recommended frequency of care difficult. Clinical-community partnerships, recommended by the American Academy of Pediatrics (AAP) to expand access, have been shown to be a feasible strategy of care delivery. Examination of literature and stakeholder interviews were used to inform the development of a collaborative pediatric weight management program in a rural, Appalachian community. Screening articles as well as intervention articles were reviewed. Outcomes of screening articles reviewed included BMI measures (3), screening practices (7), and referral practices (4). Common outcomes of …

Attitudes Of Therapists Surrounding Sand Tray Therapy With Adults, Madalyn Cooke

Theses and Dissertations--Family Sciences

Sand tray therapy provides a unique experience for adults and children to interact with their experiences and feelings from a distance. However, it is not used as frequently as talk therapy techniques in adult therapeutic treatment. The following thesis explores therapists’ attitudes about using sand trays with adults. A qualitative thematic analysis suggests that while some therapists deem sand trays as helpful with treatment, especially for clients who have a history of trauma, there are barriers for therapists to overcome in order to incorporate sand trays more frequently into practice with adult clientele.

Exploring The Distinction Between Support And Enabling In Families With Substance Use Disorder, Krystal N. King

Theses and Dissertations--Family Sciences

Substance use disorders (SUD) are a pervasive public health problem facing families in the United States. Although families are frequently urged to support loved ones who have SUD and cautioned against enabling them, there is a dearth of literature that distinguishes between supporting and enabling. Through qualitative interviews, this phenomenological study examined the experiences of eight parents with adult children with SUD who were currently in recovery. Five themes emerged from the data including: (a) living in despair, (b) addiction and recovery knowledge, (c) support group philosophy, (d) coping with addiction, and (e) differentiation. The results from this study suggest …