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2025

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The Effects Of The Implementation Of State-Sponsored Free Community College Programs On Enrollment And Net Price, Kristafer Lee Adkins Jan 2025

The Effects Of The Implementation Of State-Sponsored Free Community College Programs On Enrollment And Net Price, Kristafer Lee Adkins

Graduate Theses, Dissertations, and Problem Reports (ETD)

State-sponsored, free community college programs have been implemented with the goal of increasing access to higher education, especially for financially disadvantaged students. This study seeks to determine the impact of the implementation of the Tennessee Promise and the Oregon Promise on enrollment and net price by student family income level using a difference-in-differences methodology comparing in-state, public, two-year institutional outcomes with: in-state, public four-year institutions; national, public, two-year institutions; and, public, two-year institutions in states that border Tennessee/Oregon. Enrollment was, on average, found to have increased between 44 and 167 students at Tennessee public, two-year institutions for all students with …


Customer Segmentation And Fuel Economy Prediction Using Telemetry Data From Heavy-Duty Trucks, Batishahe Selimi Jan 2025

Customer Segmentation And Fuel Economy Prediction Using Telemetry Data From Heavy-Duty Trucks, Batishahe Selimi

Graduate Theses, Dissertations, and Problem Reports (ETD)

Heavy-duty trucks constitute only a modest fraction of on-road vehicles, yet their intensive duty cycles and high fuel demands yield a disproportionately large share of transportation fuel use and greenhouse gas emissions. Addressing this imbalance requires data-driven tools that capture the realities of fleet operation and translate complex telemetry into actionable insight.

This dissertation introduces a unified machine-learning framework that operates exclusively on high resolution time-series data collected from fifty-nine diesel trucks deployed across Southern California. It begins by constructing a multi-modal feature space that blends statistical summaries of key engine signals, static vehicle descriptors, and Mel-Frequency Cepstral Coefficients, thereby …


Neuroendocrine Regulation Of The Luteinizing Hormone Surge And Puberty Onset In Sheep, Max J. Griesgraber Jan 2025

Neuroendocrine Regulation Of The Luteinizing Hormone Surge And Puberty Onset In Sheep, Max J. Griesgraber

Graduate Theses, Dissertations, and Problem Reports (ETD)

Gonadotropin-releasing hormone (GnRH), luteinizing hormone (LH), and follicle stimulating hormone (FSH) are essential for the reproduction of all mammalian species, including both sheep and humans. GnRH is secreted by hypothalamic neurons into the hypophyseal portal vasculature in a pulsatile manner, which then acts within the anterior pituitary to elicit the release of LH and FSH into wider systemic circulation. In females LH and FSH act on the ovaries to promote estradiol (E2) production, follicular development, and under certain conditions in regard to LH, ovulation. Furthermore, while E2 inhibits GnRH and subsequent LH secretion under most conditions, at high concentrations E2 …


Co-Transmission Is Co-Opted For The Coordination Of Auditory Sensory Integration, Marryn M. Bennett Jan 2025

Co-Transmission Is Co-Opted For The Coordination Of Auditory Sensory Integration, Marryn M. Bennett

Graduate Theses, Dissertations, and Problem Reports (ETD)

Corollary discharge circuits (CDCs) are conserved mechanisms for sensory modulation during species specific behavioral programs. Many behaviors require multiplexed differential sensory modulation for proper execution. Co-transmission of fast and slow neurotransmitters allows for distinct modulation of different downstream targets within one sensorimotor circuit. However, studying co-transmission within the context of modulatory circuits like CDCs requires complete knowledge of behavioral circuits and precise tools for individually determining the implications of each transmitter on its targets. In this dissertation, I used a conserved set of corollary discharge interneurons in Drosophila melanogaster as a model to study the intricacies of sensory modulation through …


Economic Behavior And Policy Distortions: Evidence From Firms And Households, Seth Joseph Carter Jan 2025

Economic Behavior And Policy Distortions: Evidence From Firms And Households, Seth Joseph Carter

Graduate Theses, Dissertations, and Problem Reports (ETD)

In Chapter 1, I reopen the question of whether U.S. firms experience effective tax decreases directly resulting from federal lobbying expenditures by introducing more rigorous causal-inference testing. I first model lobbying as a productive input for the legislator, affecting firm tax outcomes by influencing the share of scarce legislative attention afforded to industry tax priorities. Using multi-industry, firm-level data from 2007 to 2022, I exploit percentage changes in non-industry lobbying as a proxy for political competition facing firms through a novel application of Bartik, shift-share instrumental variable estimation and two-stage residual inclusion. Effects of induced firm lobbying shifts on reported …


Cultural Immersion And Practices: Ellie Mannette’S Steel Pan Building Processes In Morgantown, West Virginia., Timothy Clark Friedhaber Jan 2025

Cultural Immersion And Practices: Ellie Mannette’S Steel Pan Building Processes In Morgantown, West Virginia., Timothy Clark Friedhaber

Graduate Theses, Dissertations, and Problem Reports (ETD)

Ellie Mannette, among others, was one of the first builders of the modern steel pan. Born and raised in Trinidad, Mannette started building steel pans at a young age. Eventually, he gained employment with the United States Naval Steel Band, which opened opportunities for him to grow in his field. Through these opportunities and connections, Mannette arrived in the United States permanently in 1967. In the later part of his life, he moved to Morgantown, West Virginia, where he continued building, teaching his building processes, and tuning steel pans. The study aims to serve as an aid for other scholars …


Artificial Intelligence Approaches For Membrane Fouling Prediction, Yazhou Jiang Jan 2025

Artificial Intelligence Approaches For Membrane Fouling Prediction, Yazhou Jiang

Graduate Theses, Dissertations, and Problem Reports (ETD)

Abstract

Membrane fouling is a persistent and critical challenge in membrane-based separation processes, resulting in reduced performance, higher energy consumption, and increased operational and maintenance costs. Addressing this issue is essential for improving the long-term sustainability and efficiency of membrane systems. This report provides a comprehensive overview of membrane fouling mechanisms—such as organic, inorganic, particulate, and biofouling—and explores the growing role of Artificial Intelligence (AI) in tackling this problem. Specifically, it reviews three widely adopted AI techniques: Artificial Neural Networks (ANN), Fuzzy Logic (FL), and Support Vector Machines (SVM). Each method is examined through a series of literature-based case studies, …


Three Essays On The Economics Of Crime And Education, Joy Kanengiser Jan 2025

Three Essays On The Economics Of Crime And Education, Joy Kanengiser

Graduate Theses, Dissertations, and Problem Reports (ETD)

The first chapter investigates the labor market impacts of the Clean Slate Law, a policy designed to reduce barriers to entry by automating the sealing of criminal records. Using IPUMS CPS data from six states, I employ a difference-in-differences framework with individual fixed effects and an event study design to identify changes in employment outcomes. I find that the Clean Slate policy increases employment by 0.33 percentage points and weekly hours worked by 0.44 hours (approximately 24 minutes). Full-time employment rises, while self-employment declines by 0.12 percentage points, suggesting a shift from informal to more stable, formal jobs. These employment …


An Evidence-Based Practice Initiative To Improve Blood Pressure Control, Teresa D. Hines Jan 2025

An Evidence-Based Practice Initiative To Improve Blood Pressure Control, Teresa D. Hines

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction/Background: High blood pressure (HBP) is a significant public health concern. It affects millions of adults in the United States (US) and half of the adult population in the Appalachia regions. High blood pressure is a known risk factor for cardiovascular disease (CVD), which is the leading cause of morbidity and mortality Appalachia. Complications associated with high blood pressure result in substantial economic burdens for patients and their families, healthcare systems, and national economies. High blood pressure is a significant health issue in West Virginia (WV), with an estimated 602,000 people suffering from HBP.

Purpose: The purpose of this …


Autonomous Vehicle Supported Mobility Services For Rural Areas, Alvira Ahmed Tasnim Jan 2025

Autonomous Vehicle Supported Mobility Services For Rural Areas, Alvira Ahmed Tasnim

Graduate Theses, Dissertations, and Problem Reports (ETD)

Autonomous Vehicles (AVs) are emerging as a promising mobility solution to address growing transportation demands, particularly unmet traffic demand in rural areas where conventional transit systems often fall short. Rural areas face unique mobility challenges due to dispersed populations, limited infrastructure, and low/no transit coverage. Existing transit services tend to concentrate around dense urban cores, leaving low-demand areas outside underserved. This spatial undercoverage leads to significant mobility gaps for rural residents. This study examines the potential of AV-based ride-sharing services to address these mobility needs by providing flexible, demand-responsive mobility services where fixed-route transit services are either economically or operationally …


Molecular Characterization Of Fungus-Arthropod Associations, Angie M. Martin Jan 2025

Molecular Characterization Of Fungus-Arthropod Associations, Angie M. Martin

Graduate Theses, Dissertations, and Problem Reports (ETD)

Arthropods, or phylum Arthropoda, are the largest group of animals, accounting for over three quarters of all animal records on NCBI Taxonomy. And yet, only 40% of all deposited sequences on NCBI Nucleotide come from arthropods. Clearly, arthropods are an understudied group of animals: they are small, often drab, and lead lives very alien to our own. Arthropods have chitinous exoskeletons, segmented bodies, and jointed appendages, and include crabs, barnacles, insects, spiders, and millipedes. Since the era of DNA based studies took off in the 1980s, DNA and other small molecules have been integral to our understanding of the Earth …


Evaluating Osmia Cornifrons As An Effective Pollinator For Agricultural Crops: An Analysis Of Hair Morphology And Sex-Ratio Distorting Bacterium, Wolbachia, Nellie Heitzman Jan 2025

Evaluating Osmia Cornifrons As An Effective Pollinator For Agricultural Crops: An Analysis Of Hair Morphology And Sex-Ratio Distorting Bacterium, Wolbachia, Nellie Heitzman

Graduate Theses, Dissertations, and Problem Reports (ETD)

Effective pollination relies not only on the presence of pollinators but also on their morphological adaptations and reproductive biology. In this study, I investigated both the external hair morphology and the intracellular bacterial infection status of Osmia cornifrons, a solitary bee species increasingly used in orchard pollination due to its efficiency and early seasonal activity. Using Scanning Electron Microscopy (SEM), I characterized the distribution and structure of two major hair types present on the bee's body: branched and unbranched. Branched hairs were found widely distributed across the head, thorax, dorsal abdomen, and legs, and appeared to function primarily in incidental …


Developing A Simplified Method Of Measuring Ultrafine Particulate Matter Dose Concentrations For Diesel Emissions, Nafisat Ohunene Isa Jan 2025

Developing A Simplified Method Of Measuring Ultrafine Particulate Matter Dose Concentrations For Diesel Emissions, Nafisat Ohunene Isa

Graduate Theses, Dissertations, and Problem Reports (ETD)

Abstract

Developing a Simplified Method of Measuring Ultrafine Particulate Matter Dose

Concentrations for Diesel Emissions

Ultra-fine particulate matter (UFP), particularly from diesel emissions, poses significant health and environmental risks due to its small size and potential to penetrate deep into the respiratory system. Accurate measurement of UFP concentrations is essential for assessing exposure and mitigating health impacts. However, current methods for measuring UFP can be complex, time-consuming, and costly. This study aims to develop a simplified method for efficiently measuring UFP concentrations from diesel emissions, which will enable easier and more widespread monitoring of air quality and public health impacts. …


Authoritarian Control Over Election Administration, Nazar Boyko Jan 2025

Authoritarian Control Over Election Administration, Nazar Boyko

Graduate Theses, Dissertations, and Problem Reports (ETD)

Street-level election bureaucracy (SLEB) remains one of the least studied aspects of authoritarian elections. Our current understanding of micro-level election administration in autocracies is fragmented and unsystematic. In this dissertation, I develop and test a theory of authoritarian SLEB that comprehensively addresses key elements of election administration: the incentivization and mobilization of election commissioners, the establishment of control over election commissions, the monitoring of their performance, and the post-election reshaping of their personnel composition. Drawing on rational choice theory, I propose a framework in which autocrats are seen as outcome-maximizers who strategically design SLEB to achieve their electoral goals. The …


Analysis Of Shotshell Breech Face Impressions Using A Computer-Based Algorithm, Carly Renee Smith Jan 2025

Analysis Of Shotshell Breech Face Impressions Using A Computer-Based Algorithm, Carly Renee Smith

Graduate Theses, Dissertations, and Problem Reports (ETD)

Forensic firearm analysis involves the comparison of test fires from a suspect firearm to an unknown sample, typically collected from a crime scene. Test fires and the unknown sample are examined for agreement in class characteristics and sufficient agreement in individual characteristics using a comparison microscope. The forensic analysis of firearms has been challenged both in court and by governmental organizations for its subjective nature and the inability to accurately report error rates.

To combat these challenges, the National Institute of Standards and Technology (NIST) has proposed using computer-based algorithms, such as Congruent Matching Cells (CMC). These CMC algorithm calculates …


Global China In Pakistan: Mixed-Methods Analysis Of Symbolic Domination, Social Media Geopolitics, And Security Corridors, Davide Giacomo Zoppolato Jan 2025

Global China In Pakistan: Mixed-Methods Analysis Of Symbolic Domination, Social Media Geopolitics, And Security Corridors, Davide Giacomo Zoppolato

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation explores the discursive and material dimensions of China’s global rise through a case study of the Belt and Road Initiative (BRI) in Pakistan. As China becomes a leading provider of development finance, its infrastructure-led approach is reshaping geographies across the Global South. Focusing on the China–Pakistan Economic Corridor (CPEC)—the BRI’s flagship project—I examine how Chinese and Pakistani actors co-produce development through discourses, infrastructures, and security regimes. Structured around three articles, the dissertation analyzes: (1) the official diplomatic discourses of Chinese state institutions and their reception by Pakistani media outlets; (2) the curated geopolitical discourses of Chinese social media …


It Takes Two To Tango: The Overlooked Process Of Co-Creation In Services Marketing, Natalie A. Marquart Jan 2025

It Takes Two To Tango: The Overlooked Process Of Co-Creation In Services Marketing, Natalie A. Marquart

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation investigates the mechanisms of effective co-creation in patient-provider interactions within the U.S. healthcare system, a critical area given pervasive systemic frustrations and the dyadic nature of care. Grounded in Social Cognitive Theory and Service-Dominant Logic, the research proposes a conceptual model where patient self-efficacy fosters cooperation, mediated by the dimensions of symmetry, alignment, and agreement, ultimately influencing patient outcomes. Perceived response efficacy is hypothesized to moderate this relationship. A mixed-methods approach was employed, consisting of two complementary studies. Study 1 utilized qualitative, semi-structured interviews with 20 patients and 5 healthcare providers to deeply explore how self-efficacy, perceived response …


Three Essays On Environmental Regulation And Economic Revitalization In Energy Rich Regions, Young Gwan Lee Jan 2025

Three Essays On Environmental Regulation And Economic Revitalization In Energy Rich Regions, Young Gwan Lee

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation consists of three essays that investigate the environmental and regulatory dimensions of unconventional oil and gas (UOG) development and place-based policy in the United States. The research examines how energy production activities interact with water resource management, regulatory compliance behavior, and regional economic resilience. By integrating empirical modeling, quasi-experimental methods, and policy evaluation, the dissertation provides new insights into how environmental risks and economic tradeoffs are shaped by regulatory constraints, strategic behavior of regulated entities, and government interventions in extractive regions. Managing produced water from unconventional oil and gas (UOG) production is a growing environmental challenge, particularly as …


Media Framing Of The Local And National News Coverage Of The East Palestine Train Derailment, Lauren Delo Jan 2025

Media Framing Of The Local And National News Coverage Of The East Palestine Train Derailment, Lauren Delo

Graduate Theses, Dissertations, and Problem Reports (ETD)

This research examined digital news coverage of the East Palestine train derailment to determine the frames and dominant frames used in both local and national coverage of the disaster, and whether these frames differed over time. Specifically, this research used a content analysis of digital newspaper articles from five media outlets—three national level and two local level—and applied the frames identified from Colistra’s (2010) study of print news coverage of the 1972 Buffalo Creek mine disaster. Results revealed significant differences between the most frequently used frames between local and national coverage, shifts in frame usage over time within each media …


Simulated Slot Machine Gambling In Relation To Sign-Tracking, Polina Krom Jan 2025

Simulated Slot Machine Gambling In Relation To Sign-Tracking, Polina Krom

Graduate Theses, Dissertations, and Problem Reports (ETD)

The propensity to attribute incentive salience to reward-related cues, or sign-tracking (ST) has been linked to addiction in animal models and some initial human data. The current study explores the role of sign-tracking (ST), as a potential risk factor for problematic slot machine gambling, which abundantly features audiovisual reward-related cues, henceforth sensory features. A sample of healthy participants without gambling problems (n = 30) completed a Pavlovian-to-Instrumental Transfer (PIT) paradigm to assess ST propensity and played on a realistic slot machine simulator consisting of two versions: with sensory features (SF+) and without (SF-). Each game version had fixed bet sizes, …


Not Far Enough: The West Virginia Human Rights Commission And The Civil Rights Movement, David Solomon Jan 2025

Not Far Enough: The West Virginia Human Rights Commission And The Civil Rights Movement, David Solomon

Graduate Theses, Dissertations, and Problem Reports (ETD)

This thesis investigates the West Virginia Human Rights Commission and its action surrounding the Civil Rights Movement. The Commission represented the liberal ideals that led white moderates to be potent allies of the Civil Rights Movement. Throughout the years following its inception, the Commission investigated and documented many instances of Jim Crow that were crushing Black communities in West Virginia. However, the limits of its liberal approach prevented it from creating solutions that would address the power structures that supported discrimination in West Virginia. By the late 1960s, Black frustrations with the lack of meaningful change boiled over into riots …


From Sequencing To Conservation: Genomic Analysis Of Three Sportfish Species In West Virginia, Andrew Johnson Jan 2025

From Sequencing To Conservation: Genomic Analysis Of Three Sportfish Species In West Virginia, Andrew Johnson

Graduate Theses, Dissertations, and Problem Reports (ETD)

Situated in the Appalachian Mountains, one of the oldest mountain ranges on Earth, West Virginia waters boast rich ichthyofauna including native sportfish species walleye (Sander vitreus), largemouth bass (Micropterus nigricans), and muskellunge (Esox masquinongy). These three species are all native to the contemporary Ohio River watershed and play a major recreational and ecological role in local fisheries. Ecologically, all three species are apex predators and play a key role in ecosystems by directly influencing local fish assemblages. As dominant apex predators all three species are highly sought after in recreational fisheries with largemouth bass …


Police Abuse In America And The Search For Remedy, Howard Ryan Jan 2025

Police Abuse In America And The Search For Remedy, Howard Ryan

Graduate Theses, Dissertations, and Problem Reports (ETD)

The dissertation contends that, despite many diligent efforts—from mass protests to a presidential task force—America is not yet on path to remedying its outsized patterns of police abuse. The abuse problem is broadly characterized herein through a “triad” of over-enforcement, excessive force, and racial discrimination. The Washington Post’s “Fatal Force” database, covering the years 2015 through 2024, is offered as a bellwether of American progress in addressing its police abuse; and, it is observed, the nation’s yearly count of fatal police shootings of civilians has been increasing, rather than decreasing.

To help make sense of our lack of national progress, …


Mineralogical And Geochemical Assessment Of Rare Earth Element And Other Critical Mineral Occurrences In Coal-Derived Materials For Resource Recovery Potential, Sai Hemanth Kancha Jan 2025

Mineralogical And Geochemical Assessment Of Rare Earth Element And Other Critical Mineral Occurrences In Coal-Derived Materials For Resource Recovery Potential, Sai Hemanth Kancha

Graduate Theses, Dissertations, and Problem Reports (ETD)

Rare earth elements (REEs) and other critical minerals (CMs) are indispensable to modern clean energy, electronics, and defense sectors due to their unique physical and chemical properties. The increasing global demand for these elements—combined with concerns about supply chain disruptions and the environmental impact of conventional mining—has heightened the urgency to identify alternative, sustainable sources. Among various secondary resources, coal-derived wastes such as coal refuse, fly ash, bottom ash, and coal acid mine drainage sludge have emerged as promising feedstocks for REE and CM recovery within the United States.

In this study, a comprehensive mineralogical and geochemical assessment was performed …


Capillary Electrophoresis Analyses Using Ultraviolet Detection And Novel Mass Spectrometry Interfaces For The Characterization Of Small Molecules And Nanoparticles Of Pharmaceutical Interest, Yousef Shaaban Hassan Jan 2025

Capillary Electrophoresis Analyses Using Ultraviolet Detection And Novel Mass Spectrometry Interfaces For The Characterization Of Small Molecules And Nanoparticles Of Pharmaceutical Interest, Yousef Shaaban Hassan

Graduate Theses, Dissertations, and Problem Reports (ETD)

Capillary electrophoresis (CE) coupled to mass spectrometry (MS) offers a powerful analytical platform that unites high-efficiency separation with molecular-level identification. Despite its potential, limitations in interfacing and usability have constrained the widespread application of CE-MS. This thesis presents methodological advancements to enhance CE-based analysis through innovative interfacing, automation, and application to both small molecules and nanoparticle vaccine formulations. First, a nanoflow sheath CE-VSSI-MS interface is developed to overcome the limitations associated with flow-dependent ionization, enabling the use of narrow-bore capillaries, high separation voltages, and flexible pH conditions. This configuration effectively separated and detected diverse analytes, including β-blockers, amino acids, and …


“Situation Is Out Of Control:” Drug Use, Violence, Resistance, And Politics During The Vietnam War, Andrew Domenic Ray Jan 2025

“Situation Is Out Of Control:” Drug Use, Violence, Resistance, And Politics During The Vietnam War, Andrew Domenic Ray

Graduate Theses, Dissertations, and Problem Reports (ETD)

The Vietnam War was notable because it was a very violent and very public war. Throughout the course of the conflict, the United States imposed anti-guerilla warfare on a grand scale. American soldiers were often given orders to destroy the enemy at all costs; but in a war with no discernable front lines, the difference between combatant and non-combatant was, at best, blurry. The way the war was being fought, coupled with its unpopularity and emerging counterculture at home, made the Vietnam War a hub for illicit drug use among American soldiers. American soldiers use drugs for a number of …


Improving Timely Palliative Care Consultation In The Micu: A Nurse-Driven Quality Improvement Initiative, Sandy Louise Gray Jan 2025

Improving Timely Palliative Care Consultation In The Micu: A Nurse-Driven Quality Improvement Initiative, Sandy Louise Gray

Graduate Theses, Dissertations, and Problem Reports (ETD)

ABSTRACT

Improving Timely Palliative Care Consultation in the MICU: A Nurse-Driven Quality Improvement Initiative

Sandy L Gray

Background: Early palliative care in intensive care units improves outcomes and reduces costs, yet referrals are often delayed. At J.W. Ruby Memorial Hospital’s medical intensive care unit (MICU), baseline median time to consultation was 112 hours (mean=246), exceeding recommended benchmarks and highlighting the need for a standardized process.

Purpose: This quality improvement project evaluated a nurse-driven screening tool to improve timeliness and consistency of palliative care consultations in the MICU.

Intervention: The tool was embedded in the electronic health record (EHR) …


Evidence-Based Lighting Design For Healthcare: Health Effects Of Timed Blue-Light At Night (Blan) On Night-Shift Staff, Seyedeh Nazli Hosseini Jan 2025

Evidence-Based Lighting Design For Healthcare: Health Effects Of Timed Blue-Light At Night (Blan) On Night-Shift Staff, Seyedeh Nazli Hosseini

Graduate Theses, Dissertations, and Problem Reports (ETD)

The effects of light at night on night-shift clinical staff in healthcare settings is a topic of growing significance, considering the widespread adoption of artificial lighting and the increasing prevalence of night-shift work in the healthcare industry. The intersection of neuroscience and architecture provides a unique lens to explore the intricate relationship between lighting conditions and the circadian hygiene of night-shift medical staff. This project investigates the strategies associated with light exposure schedules for staff during night-shift work in healthcare settings.

Exposure to artificial light at night may contribute to mood disturbances and sleep disorders and consequently affect alertness and …


The Effect Of Alternative Work Regimes On Recruiter Productivity, Keith Sean Cogdell Jan 2025

The Effect Of Alternative Work Regimes On Recruiter Productivity, Keith Sean Cogdell

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation examines the impact of different work regimes, onsite, remote, and hybrid, on recruiter productivity within the staffing industry. As workforce models evolve, organizations encounter challenges in determining how these structural changes influence employee performance. Existing studies are often cross-sectional and rely heavily on self-reported data, limiting their capacity to capture long-term trends and contextual factors. To address this issue, the present research utilizes a longitudinal design with five years of recruiter-level performance data from a national staffing firm, which includes over 27,000 observations. Using Self-Determination Theory (SDT) as a framework, the study investigates how intrinsic motivation mediated by …


Using Data Science And Sustainability Assessment Tools To Evaluate Wastewater Treatment Technologies, Haidar Shakuir Aldaach Jan 2025

Using Data Science And Sustainability Assessment Tools To Evaluate Wastewater Treatment Technologies, Haidar Shakuir Aldaach

Graduate Theses, Dissertations, and Problem Reports (ETD)

Wastewater management in small communities has faced numerous challenges in recent years, including population growth, limited budgets for operation and maintenance, and stringent effluent standards required by environmental regulations. These challenges motivate enhancing wastewater treatment processes to protect water quality. Wastewater treatment performance can be improved in small towns and rural regions by implementing data-driven strategies. Data science, life cycle assessment (LCA), and life cycle cost analysis (LCCA) are three data-driven decision-making tools that require data collection, modeling, computational models, and statistical analysis that could be utilized to improve wastewater treatment efficiencies. In this study, these three tools were adopted …