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Graduate Theses, Dissertations, and Problem Reports (ETD)

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Dp Internal Codeswitching By Spanish And English Bilinguals In The Us, Yurena Castaño-Nuñez Jan 2019

Dp Internal Codeswitching By Spanish And English Bilinguals In The Us, Yurena Castaño-Nuñez

Graduate Theses, Dissertations, and Problem Reports (ETD)

Codeswitching studies the boundaries that exist at all linguistic levels when a speaker switches between two or more languages in a single moment of speech.

(i) En el restaurante he pedido la big hamburguesa.

‘At the restaurant I have ordered the big hamburger.’

(ii) Juan conoce la highway para llegar a Washington D.C.

‘Juan knows the highway to get to Washington D.C.’

(iii) A Carmen no le gustan los pantalones cortos. A ella le gustan los long ones.

‘Carmen doesn’t like short pants. She likes the long ones.’

This thesis concentrates on the study of switches between adjectives and Noun …


Cloud 9: Bringing The Abstract To Light, Thomas N. Gillette Jan 2019

Cloud 9: Bringing The Abstract To Light, Thomas N. Gillette

Graduate Theses, Dissertations, and Problem Reports (ETD)

This document chronicles my journey designing the lighting for Carol Churchill’s Cloud 9 in the Creative Arts Center at West Virginia University. Starting with the initial read, this paper will continue through the early meetings and initial concepts discussed by the design team. Proceeding through the evolution of the design up to and throughout the tech process and will conclude with an evaluation of the overall experience. I have also provided a combination of paperwork items which were essential in the mounting of the production including: light plot, the channel hookup, cue list, and the EOS magic sheet. In addition, …


Appalachian Caregivers Of Persons With Dementia Non Use Of Services, Kristina M. Childers Jan 2019

Appalachian Caregivers Of Persons With Dementia Non Use Of Services, Kristina M. Childers

Graduate Theses, Dissertations, and Problem Reports (ETD)

Abstract

Background: The purpose of this current study was to explain factors most strongly associated with Caregiver (CG) of Person with Dementia (PWD) non-use of formal and informal services in Appalachia.

Methods: A correlational explanatory design using validated self-report surveys was used to explain the association of the substructed Andersen’s Behavioral Model for Health Services Use in Appalachian CG non-use of formal and informal services. Data were analyzed using descriptive statistics and ANOVA tests considering eight independent variables in total from each research question, using a sample of 43 CG/CR dyads.

Results: The analyses of four research questions …


Impact Of Implementing A Dedicated Outdoor Air System In Parallel With A Multi-Zone Variable-Air Volume System On Energy Consumption, Thermal Comfort, And Life Cycle Cost, Khaled Alghamdi Jan 2019

Impact Of Implementing A Dedicated Outdoor Air System In Parallel With A Multi-Zone Variable-Air Volume System On Energy Consumption, Thermal Comfort, And Life Cycle Cost, Khaled Alghamdi

Graduate Theses, Dissertations, and Problem Reports (ETD)

Heating, Ventilating, and Air-Conditioning systems (HVAC) consume more than 40% of energy in commercial buildings, according to the Commercial Building Energy Consumption Survey in 2012. Therefore, efforts to reduce HVAC energy consumption would be significant in coping with energy-related issues. In that context and in order to enhance the indoor air quality without compromising for energy consumption, the concept of Dedicated Outdoor Air systems (DOAS) emerged.

The literature shows that the integration of DOAS with other HVAC systems has been studied widely, yet the impact of integrating DOAS in parallel with multi-zone Variable-Air Volume systems (multi-zone VAV) for an application …


Soil Microbial Succession Following Surface Mining Is Governed Primarily By Deterministic Factors, Jennifer Lynne Kane Jan 2019

Soil Microbial Succession Following Surface Mining Is Governed Primarily By Deterministic Factors, Jennifer Lynne Kane

Graduate Theses, Dissertations, and Problem Reports (ETD)

Understanding the successional dynamics governing soil microbial community assembly is a promising way to advance development of remediation strategies for lands disturbed by anthropogenic activities. The environmental and ecological influences shaping these communities following soil disturbance remain only partially understood. One example of a physical anthropogenic disturbance is extraction of minerals such as coal by surface mining. Surface mining removes natural soils and these soils may be replaced immediately on adjacent reclaimed areas or they may be stored in piles for later use. During reclamation, the soil is replaced on the landscape and the site is re-vegetated with grasses and …


Three Essays On The Economics Of Public Libraries, Amir Borges Ferreira Neto Jan 2019

Three Essays On The Economics Of Public Libraries, Amir Borges Ferreira Neto

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation explores empirical issues concerning public libraries in the United States. In particular, it analyzes the direct and indirect effects to and from public libraries, on different issues such as charitable donations, labor market outcomes, institutions and technical efficiency. Chapter 1 discusses the economics of public libraries and its relevance. In addition, it provides an outline of the dissertation and its main contribution to the literature. Chapter 2, analyzes the determinants of donations to public libraries testing the crowding effect from government funding of public libraries. I find suggestive results of a crowd in effect with an inverted U …


Non-Target Analyses Of Novel Psychoactive Substances; Inherent Variation In Gcms Relative Abundances And Gas Phase Hydrogen Deuterium Exchange Isomer Discrimination, Kristin Michelle Kelly Jan 2019

Non-Target Analyses Of Novel Psychoactive Substances; Inherent Variation In Gcms Relative Abundances And Gas Phase Hydrogen Deuterium Exchange Isomer Discrimination, Kristin Michelle Kelly

Graduate Theses, Dissertations, and Problem Reports (ETD)

Novel psychoactive substances (NPSs) are synthetically derived compounds designed to mimic the effects of other illicit drugs. An endless cycle of NPSs continually reach the drug market due to limitations in drug legislation creating two problems: (1) non-availability of standards and (2) multiple isobars indistinguishable even to high resolution mass spectrometry. Gas chromatography-mass spectrometry (GCMS) is the most common instrument used for compound identification in non-targeted seized drug analysis. Compound identification using this technique relies on mass spectra where the percent relative abundances (%RAs) of all m/z values are compared manually or searched against a library database. Lacking standards, laboratories …


Three Essays On Nonparametric Hypothesis Testing And Stochastic Frontier Analysis, Taining Wang Jan 2019

Three Essays On Nonparametric Hypothesis Testing And Stochastic Frontier Analysis, Taining Wang

Graduate Theses, Dissertations, and Problem Reports (ETD)

The first chapter proposes a nonparametric test of significant variables in the partial derivative of a regression mean function. The test is constructed through a variation based measure of the derivative in the directions of the significant variables, with the derivative estimation through a local polynomial estimator. The test is shown to have the asymptotic null distribution and demonstrated to be consistent. The chapter further proposes a wild-bootstrap test, which exhibits the same null distribution regardless of whether the null is valid or not. Through Monte Carlo studies, the test shows encouraging finite sample performances. Through an empirical application, the …


Material Disease: Agency And Illness In Early American Literature, Mariah Crilley Jan 2019

Material Disease: Agency And Illness In Early American Literature, Mariah Crilley

Graduate Theses, Dissertations, and Problem Reports (ETD)

Material Disease: Agency and Illness in Early American Literature argues that diseases shaped bodies of literature. Drawing on new materialism, disability studies, and the medical humanities, this dissertation argues that diseases were material and literary agents that transformed not only individual bodies and lives but also cultures, history, and even literature. In each chapter, I explore how one disease impacted a particular genre or paradigm: syphilis and the natural history, smallpox and the body politic, yellow fever and the novel, dysentery and sensibility, and malaria and narratives of Western expansion. By emphasizing disease’s material and literary agency, by conjoining the …


Characterization Of Lipids And The Protein Co-Products From Various Food Sources Using A One-Step Organic Solvent Extraction Process, Alleda Rose Jan 2019

Characterization Of Lipids And The Protein Co-Products From Various Food Sources Using A One-Step Organic Solvent Extraction Process, Alleda Rose

Graduate Theses, Dissertations, and Problem Reports (ETD)

Traditional lipid extraction methods are labor intensive and time-consuming so interest in one-step methods using various organic solvents are gaining in popularity. Extraction efficiency depends heavily on the solvents used yet comparisons between different solvents are lacking. Defatting techniques are commonly used to concentrate crude protein and may be useful for enhancing protein content in food sources. The objective of this research was to 1) determine the lipid extraction efficiencies of hexane (H), 3:2 hexane-isopropanol (HI), chloroform (C), 2:1 chloroform-methanol (CM), and methyl-tert-butyl-ether (MTBE) using a one-step organic solvent lipid extraction method on whole insect, egg yolk, and krill powders …


Design And Implementation Of Model Predictive Control Strategies For Improved Power Plant Cycling, Xin He Jan 2019

Design And Implementation Of Model Predictive Control Strategies For Improved Power Plant Cycling, Xin He

Graduate Theses, Dissertations, and Problem Reports (ETD)

Design and Implementation of Model Predictive Control Strategies for Improved Power Plant Cycling

Xin He

With the increasing focus on renewable energy sources, traditional power plants such as coal-fired power plants will have to cycle their load to accommodate the penetration of renewables into the power grid. Significant overshooting and oscillatory performance may occur during cycling operations if classical feedback control strategies are employed for plantwide control. To minimize the impact when power plants are operating away from their designed conditions, model-based optimal control strategies would need to be developed for improved power plant performance during cycling.

In this thesis, …


Folk-Song To Formal Performance: Interpreting The Songs Of Jean Ritchie For Voice Recital, Julianne E. Laird Jan 2019

Folk-Song To Formal Performance: Interpreting The Songs Of Jean Ritchie For Voice Recital, Julianne E. Laird

Graduate Theses, Dissertations, and Problem Reports (ETD)

The purpose of this study was to identify the value of incorporating American folk-song into a formal voice recital program, specifically the collections and compositions of Jean Ritchie. This qualitative study identified criteria for choosing specific folk-songs to include in formal recital, assessed quality in a folk-song arrangement, discussed suitable instrumentation for accompaniment, and suggested appropriate performance practices for concert performance. New folk-song literature was discovered through accessing original unpublished sources in the American Folklife Center of the Library of Congress. Finally, a format and program for incorporating the collected and composed folk-songs of Jean Ritchie in formal recital was …


Johannes Brahms’S Fünf Ophelia-Lieder Performance History, Cultural Context, And Character Study As It Pertains To Johannes Brahms’S Fünf Ophelia-Lieder: A Performer’S Perspective, Caryn Alexis Crozier Jan 2019

Johannes Brahms’S Fünf Ophelia-Lieder Performance History, Cultural Context, And Character Study As It Pertains To Johannes Brahms’S Fünf Ophelia-Lieder: A Performer’S Perspective, Caryn Alexis Crozier

Graduate Theses, Dissertations, and Problem Reports (ETD)

This document aims to contribute research on the lesser known and under researched vocal works by Johannes Brahms, particularly his Fünf Ophelia Lieder. This song cycle, while not written to be performed on its own, originally, is a rich technical resource for beginning singers and advanced singers alike. Brahms wrote a simple melody with sparse accompaniment that really allows the performer to focus on language, technique, or dramatic interpretation. This document looks at Brahms’s setting of Ophelia’s mad scene through many different lenses including theoretical, by analyzing each song musically and dramatically, historical analysis of Hamlet and its many iterations, …


Contemporary Collaborative Piano Practices In Korea: Five Case Studies, Jiyeon Lee Jan 2019

Contemporary Collaborative Piano Practices In Korea: Five Case Studies, Jiyeon Lee

Graduate Theses, Dissertations, and Problem Reports (ETD)

This research paper provides insight into the practices of collaborative piano in Korea. Interviews are included with five Korean pianists who have enjoyed successful careers in either Korea or the United States: Eun Young Lee, Young Kyung Hyun, Jin Hye Lee, Tony Cho and Hun Won Yim. Their responses provide practical advice for collaborative pianists as well as details about educational and career opportunities for collaborative pianists in Korea and the United States. Also included is biographical information about the selected pianists, information about Korean collaborative pianists’ associations, a list of Korean universities offering collaborative piano degrees, and a bibliography.


Data Driven Intelligent Grid Stability Monitoring And Adaptive Emergency Response, Hasan Ul Banna Jan 2019

Data Driven Intelligent Grid Stability Monitoring And Adaptive Emergency Response, Hasan Ul Banna

Graduate Theses, Dissertations, and Problem Reports (ETD)

Power grids are large cyber-physical systems with physical operation controlled and integrated through communications. The technological breakthroughs made by the availability of low-cost, high speed communications, larger storage spaces, greater internet bandwidths have led to increased attentions towards advantages of these systems. The use of Phasor Measurement Unit (PMU) in complex interconnected power system for monitoring and control has increased significantly. This has resulted in huge amounts of data and growing databases, thus gearing towards an era where utilities might encounter an enormous amount of data daily from their measurement units including sensitive information useful for daily operations. With increasing …


Cash For Consideration? An Examination Of Academics, Demographics, And Student Socioeconomics In The Provisioning Of Institutional Aid., Matthew G. Matyasovsky Jan 2019

Cash For Consideration? An Examination Of Academics, Demographics, And Student Socioeconomics In The Provisioning Of Institutional Aid., Matthew G. Matyasovsky

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation is an empirical investigation of student level observations of 11 cohorts of first-time full-time freshmen from a public, land-grant, research university in Appalachia. Complete with student financial aid offerings, socioeconomic status, and pre-college academic characteristics such as standardized test scores and high school GPA, I investigate the data to examine institutional behavior constrained by resource dependence. The variable of interest is institutional financial aid. Institutional financial aid awards are monetary concessions presented to students as a means to discount the overall price a student pays to enroll. As institutional aid is a direct mechanism through which the institution …


Examining Musical Hybridity And Cultural Influences In Valerie Coleman’S Wish Sonatine And Fanmi Imèn, Brittany Marie Trotter Jan 2019

Examining Musical Hybridity And Cultural Influences In Valerie Coleman’S Wish Sonatine And Fanmi Imèn, Brittany Marie Trotter

Graduate Theses, Dissertations, and Problem Reports (ETD)

The purpose of this research document is to examine elements of musical hybridity and cultural influences in renowned African-American flutist-composer Valerie Coleman’s Wish Sonatine and Fanmi Imèn for solo flute and piano. Prominently known for her chamber music works, Coleman describes her compositional style as “urban-classical,” which infuses elements of popular American styles into modern Western art music traditions to highlight and encapsulate the cultural experiences of various diasporas of our time.

The most significant elements of hybridity and cultural influences examined in Wish Sonatine and Fanmi Imèn are programmatic imagery and compositional motifs. The programmatic imagery is represented through …


A Deep Dive Into The Land Development Dynamics Of A Complex Landscape, Pariya Pourmohammadi Jan 2019

A Deep Dive Into The Land Development Dynamics Of A Complex Landscape, Pariya Pourmohammadi

Graduate Theses, Dissertations, and Problem Reports (ETD)

Land development is a complex and dynamic process simultaneously interacting with numerous environmental, cultural and economic procedures. In this research we studied past, present and future of land transformation in Appalachia. This dissertation is organized in three-essay format and each essay is focused on one aspect of land development processes in a sub-region in the Appalachian region. In the first essay, deep learning techniques are used to build predictive models for the land development. This study presets deconvolutional neural networks models in predicting land development. On the second essay, spatial data analysis and remote sensing are used to investigate the …


The Acute Effect Of Propanil On Reproductive Hormones, Ovarian Gene Expression And Splenic Cells In C57bl/6 Female Mice, Malia Danielle Berg Jan 2019

The Acute Effect Of Propanil On Reproductive Hormones, Ovarian Gene Expression And Splenic Cells In C57bl/6 Female Mice, Malia Danielle Berg

Graduate Theses, Dissertations, and Problem Reports (ETD)

Earlier evidence indicates exposure to propanil, a post-emergent herbicide used on rice and wheat fields, increases the number of antibody-secreting cells (ASC) in the spleen of mice after immunization with heat-killed Streptococcus pneumoniae (HKSP, 2x108 CFU). Interestingly, an intact hypothalamic-pituitary-gonadal (HPG) axis is required for this immune response assessed on day 7-10 after immunization in female mice. Hence, an overarching premise is that propanil arbitrates the connection between the reproductive and immune system by altering the concentration of hormones involved in the HPG axis, which may then affect the populations of splenic cells. Hypotheses were tested with C57Bl/6 female …


Virtual Morphology As A Method Of Robotic Control, Conner Todd Castle Jan 2019

Virtual Morphology As A Method Of Robotic Control, Conner Todd Castle

Graduate Theses, Dissertations, and Problem Reports (ETD)

This thesis presents Virtual Morphology (VM), a method that explores a different perspective on the design of robot autonomy using inspiration from morphological computing and programmed computation. Morphological computation offers physical solutions that solve complex tasks, like robotic grasping of unknown objects, with relative ease. Unfortunately, these physical solutions are difficult to adjust post-development, and are usually designed to complete only one or a few specific tasks. Programmed computational approaches are more flexible because they can be implemented and adjusted through software, but unfortunately, these approaches can become rather complex as tasks become more difficult. This thesis explores the potential …


Being Mindful Of Perfectionism And Performance Among Athletes In A Judged Sport, Erika D. Van Dyke Jan 2019

Being Mindful Of Perfectionism And Performance Among Athletes In A Judged Sport, Erika D. Van Dyke

Graduate Theses, Dissertations, and Problem Reports (ETD)

Literature pertaining to mindfulness and perfectionism in sport has expanded greatly in recent years. However, little research has integrated mindfulness and perfectionism, particularly within sports where athletes are judged on performance to a standard of perfection. The current study had two primary aims: (1) to explore profiles of mindfulness and perfectionism among intercollegiate gymnasts through a person-centered approach, and (2) to analyze differences in objective performance measures across the resulting profiles. The analytic sample consisted of 244 NCAA gymnasts representing NCAA Division I, II, and III institutions. Gymnasts completed self-report measures of mindfulness and perfectionism. Competitive performance records (i.e., national …


Induction Of Cerebral Hyperexcitability By Peripheral Viral Challenge: Role Of Cxcl10 Chemokine, Tiffany J. Petrisko Jan 2019

Induction Of Cerebral Hyperexcitability By Peripheral Viral Challenge: Role Of Cxcl10 Chemokine, Tiffany J. Petrisko

Graduate Theses, Dissertations, and Problem Reports (ETD)

Peripheral viral infections are po­tent comorbid factors that exacerbate neuro­degene­ration. Although the under­lying mecha­nisms have not been defined, neuronal hyperexcitability has been established as an underlying feature. Our lab has developed a preclinical model in which a viral mimetic, poly­inosinic-poly­cytidylic acid (PIC) is injected in­tra­peritoneally to induce an anti-viral acute phase response (APR). APR in turn elicits robust neuronal hyperexcitability. The present study was undertaken to characterize molecular mechanisms that mediate the development of hyperexcitability in response to PIC challenge. The analysis of brain tissue after PIC challenge revealed a robust elevation of CXCL10 chemokine, indicating its putative role in …


Agenda-Setting And Framing Effects In Both The Vietnam And Iraq Wars, Noelle Forde Jan 2019

Agenda-Setting And Framing Effects In Both The Vietnam And Iraq Wars, Noelle Forde

Graduate Theses, Dissertations, and Problem Reports (ETD)

This thesis is a content analysis of the news broadcasts of both the Vietnam and Iraq Wars. The research looks at nine news broadcasts from each of these wars. Two coders were asked to look for the different frames in each of these broadcasts. Both the media theories of agenda-setting and framing were used to support this research.


Security Bug Report Classification Using Feature Selection, Clustering, And Deep Learning, Tanner D. Gantzer Jan 2019

Security Bug Report Classification Using Feature Selection, Clustering, And Deep Learning, Tanner D. Gantzer

Graduate Theses, Dissertations, and Problem Reports (ETD)

As the numbers of software vulnerabilities and cybersecurity threats increase, it is becoming more difficult and time consuming to classify bug reports manually. This thesis is focused on exploring techniques that have potential to improve the performance of automated classification of software bug reports as security or non-security related. Using supervised learning, feature selection was used to engineer new feature vectors to be used in machine learning. Feature selection changes the vocabulary used by selecting words with the greatest impact on classification. Feature selection was able to increase the F-Score across the datasets by increasing the precision. We also explored …


Computational Design Of Staged Pressurized Oxy-Coal Combustion, Gideon Ozioma Udochukwu Jan 2019

Computational Design Of Staged Pressurized Oxy-Coal Combustion, Gideon Ozioma Udochukwu

Graduate Theses, Dissertations, and Problem Reports (ETD)

Staged pressurized oxy-coal combustion (SPOC) is nowadays a promising technology to be used for low-cost, low-emission, high-efficiency power generation. The objective of this thesis is to compliment the experiments ongoing at the Washington University, St. Louis (WUSTL) by means of numerical simulations, thereby providing better understanding of the fluid flow, turbulence, combustion characteristics, particle dynamics and heat transfer. Carbon dioxide (CO2) is injected alongside the coal, for its carriage. A small amount of methane (CH4) is also injected alongside the coal to maintain a steady flame. The simulations are performed for a 3D geometry with the following energy source distribution: …


Discovering The "Finnish Chopin"—Selim Palmgren's 24 Preludes, Op. 17, And Tres Piezas Para Piano, Op. 54, Sijia Wang Jan 2019

Discovering The "Finnish Chopin"—Selim Palmgren's 24 Preludes, Op. 17, And Tres Piezas Para Piano, Op. 54, Sijia Wang

Graduate Theses, Dissertations, and Problem Reports (ETD)

Selim Palmgren (1878-1951) is one of the most significant musical figures in Finland. Unlike Jean Sibelius, who is undoubtedly the greatest Finnish symphonic composer of his time, Palmgren’s concentration is more on smaller-scale character pieces. His contribution to the piano and vocal repertoires earned him the reputation of being the “Chopin of the North” and also the “Schumann of the North.” Palmgren was not only prolific, having written over 300 piano works and 200 vocal pieces, but also versatile, frequently blending within his works various nationalistic, impressionistic, and other musical styles and elements within his works.

This paper is focused …


New Method Of Manufacturing Carbon Foam, Matthew D. Artimez Jan 2019

New Method Of Manufacturing Carbon Foam, Matthew D. Artimez

Graduate Theses, Dissertations, and Problem Reports (ETD)

Carbon foam is a product that has some unique features. Carbon foam is a light weight material that has a high crush strength. It is electrically conductive, but because it is composed of air space between the tendrils, it is not a thermal conductor. Since it contains no volatile content, it is noncombustible. All these features allow carbon foam to have many modern applications. Currently, there are only three methods of producing carbon foam, and all three are not cost- efficient enough to meet the demand of potential new markets.

In this thesis, a new procedure of producing carbon foam …


State Counter-Insurgency And Political Policing In Colonial And Post-Colonial Malawi, 1891-1994, Paul Brenard Chiudza Banda Jan 2019

State Counter-Insurgency And Political Policing In Colonial And Post-Colonial Malawi, 1891-1994, Paul Brenard Chiudza Banda

Graduate Theses, Dissertations, and Problem Reports (ETD)

This is a study that adopts the longue durée historical approach to analyze the main causes behind the rise of ‘insurgencies’ or the so-called resistance against the colonial and post-colonial state in the present-day southern African country called Malawi from 1891 to 1994. In turn, it also uses the concept of ‘counter-insurgency’ to analyze the various measures the states in question used to defeat the ‘insurgents’. To arrive at the conclusions made in the study, I have migrated through various domestic and transnational spaces, personalities, and documents that inform the current study. I also adopt two main historical approaches to …


Movement In The Classroom: Contingent Factors Underlying Teacher Change, Annie E. Machamer Jan 2019

Movement In The Classroom: Contingent Factors Underlying Teacher Change, Annie E. Machamer

Graduate Theses, Dissertations, and Problem Reports (ETD)

Background: Teachers' use of classroom physical activity (PA) has been found to significantly impact students PA participation, time on task, and academic performance. However, teachers have continued to identify barriers affecting delivery related to professional development opportunities, learning environment, and experiences in practice. An understanding of the connection between these experiences and their impact on teacher change is needed.

Purpose: The purpose of this study was to investigate teachers’ perceptions of specific factors that have influenced their continued implementation of classroom PA. This study provides insight into the teacher perceptions, and aims to identify connections among orientation to learning and …


Three Essays On Utilizing Spatial Econometrics In Natural Resource Economics Related To Water, Health, And Energy, Elham Erfanian Jan 2019

Three Essays On Utilizing Spatial Econometrics In Natural Resource Economics Related To Water, Health, And Energy, Elham Erfanian

Graduate Theses, Dissertations, and Problem Reports (ETD)

Spatial interaction and the locational structure between observations have recently gained more attention in the field of econometrics for both cross-sectional and panel data analyses. Compared to a non-spatial economic model, a spatial model relaxes the assumption of independency in observations. This research will apply spatial econometrics modeling in three different fields in applied economics: 1) water charge and minimum monthly access charge in West Virginia municipalities, 2) Naloxone access law and opioid overdose deaths among the U.S. states, and 3) ��2.5 concentrations and asthma hospitalizations in Pennsylvania counties. Based on the nature of water resource imposing spillovers in water …