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Discrete-Event Simulation: A Leslie System Model For Transportation Demography, Md Zobaer Ahammad
Discrete-Event Simulation: A Leslie System Model For Transportation Demography, Md Zobaer Ahammad
Electronic Theses and Dissertations
Transportation systems are influenced by demographic change, household formation,and patterns of vehicle ownership. These factors affect long-run transportation demand and congestion levels within urban infrastructure. Understanding how demographic dynamics interact with transportation behavior is therefore important for analyzing the long-term evolution of transportation systems. This thesis develops a modeling framework that integrates discrete-event simulation with a Leslie-type matrix model to study transportation–demography interactions.Simulation outputs are aggregated to construct a transition matrix describing changes in transportation states. This matrix acts as a linear (or affine) transformation on the transportation state vector, allowing the system to be analyzed as a discrete linear …
Cultivating Diversity: Investigating Hispanic College Students’ Attitudes Toward Teaching Amid The U.S. Teacher Shortage Crisis, Daniela Andrea Hernandez
Cultivating Diversity: Investigating Hispanic College Students’ Attitudes Toward Teaching Amid The U.S. Teacher Shortage Crisis, Daniela Andrea Hernandez
Electronic Theses and Dissertations
The underrepresentation of Hispanic teachers in U.S. public education remains a significant concern as Hispanic students comprise a growing proportion of the K–12 population. Despite this demographic shift, the educator’s workforce has not reflected the cultural and linguistic backgrounds of the students it serves. The purpose of this qualitative descriptive study was to explore first- and second-year Hispanic college students’ perceptions of teaching as a profession and to examine how their educational and personal experiences influenced their career interests. The study was informed by social cognitive career theory and culturally relevant teaching theory to better understand how self-efficacy, outcome expectations, …
Psychometric Properties Of The Interpersonal Style Questionnaire (Isq) And The Patterns Of Thinking Survey (Pots), Genevieve Allison
Psychometric Properties Of The Interpersonal Style Questionnaire (Isq) And The Patterns Of Thinking Survey (Pots), Genevieve Allison
Electronic Theses and Dissertations
Self-regulation is a complex concept that includes multiple interacting factors, and it is studied across multiple fields of psychological research. Various theoretical models have been offered to explain this concept. Although models differ in their definitions of self-regulation, all consistently posit that it consists of emotional, behavioral, interpersonal, and cognitive domains. The current study examined the psychometric properties of two novel measures – 1) McVay and Stinson Interpersonal Style Questionnaire (ISQ) and 2) Stinson and McVay Patterns of Thinking Survey (POTS) – utilizing both a clinical and nonclinical sample. Results indicate that these measures are comprised of three factors across …
Optimization Of A Point Absorber Wave Energy Converter (Wec), Rutwa Dilipkumar Nagar
Optimization Of A Point Absorber Wave Energy Converter (Wec), Rutwa Dilipkumar Nagar
Electronic Theses and Dissertations
This study examines the performance and optimization of a point absorber wave energy converter with a partially submerged spherical float. A comprehensive open-source computational framework integrates frequency-domain hydrodynamic analysis with time-domain simulation using Capytaine, BEMIO, and WEC-Sim. Hydrodynamic coefficients such as added mass, radiation damping, and excitation forces are calculated and integrated into the governing equation of motion using the Cummins formulation. A parametric analysis varies the float diameter and geometric configurations across several cases. Hydrodynamic coefficients and response amplitude operators are assessed to analyze system behavior and resonance characteristics. Results indicate consistent trends in normalized added mass, with radiation …
On Time-Series Analysis By Structured Matrix Decompositions With Applications To Signal Direction-Of-Arrival Estimation, Georgios Ierotheos Orfanidis
On Time-Series Analysis By Structured Matrix Decompositions With Applications To Signal Direction-Of-Arrival Estimation, Georgios Ierotheos Orfanidis
Electronic Theses and Dissertations
Modern autonomous systems operating in highly dynamic, non-stationary environments require reliable inference from short, potentially corrupted time-series measurements, where conventional statistical methods relying on large-sample support and stationarity assumptions become fundamentally inapplicable. This dissertation develops a unified, model-free theoretical framework for time-series analysis, with a particular application to signal Direction-of-Arrival (DoA) estimation, grounded in structured matrix decompositions under both the L2-norm and L1-norm formulations.
We first approach the problem from a conventional viewpoint by carrying out standard matrix analysis directly on Hankel-structured representations of time-series data. In this context, we demonstrate that L1-norm decompositions of Hankel matrices offer strong resistance …
Computer Vision And Deep Learning-Based Decision Support System Using Eye Motion Tracking For Nystagmus Detection, Kowshik Balasubramanian
Computer Vision And Deep Learning-Based Decision Support System Using Eye Motion Tracking For Nystagmus Detection, Kowshik Balasubramanian
Electronic Theses and Dissertations
This thesis presents the design, implementation, and experimental validation of an artificial intelligence (AI)-driven system for detecting and quantifying nystagmus an involuntary, rhythmic oscillation of the eyes intended as a portable, low-cost complement to conventional Videonystagmography (VNG). The complete pipeline integrates six algorithmic stages: face landmark detection, contrast enhancement, background-aware pixel thresholding, grid-based vertical column filtering, connected-component cluster analysis, and centroid computation, operating in real time on standard smartphone video to extract a sub-pixel normalized iris position time-series without any specialized eye-tracking hardware or infrared illumination. The system supports diagnostic decision-making, highlighting its promise for incorporation into telemedicine settings. The …
An Analysis Of Surface-Level Macro And Microplastics Along Western Central Leyte, Philippines, Graham B. Morrison-Plumley
An Analysis Of Surface-Level Macro And Microplastics Along Western Central Leyte, Philippines, Graham B. Morrison-Plumley
Electronic Theses and Dissertations
With the pervasive use of plastics worldwide, their environmental effects can reach even the most remote ecosystems. This study examines both macro and microplastic pollution in the Greater Baybay region in western Leyte, Philippines. Samples from 10 separate sites within Baybay and its adjacent communities represent the unique environmental and geologic diversity of the central Visayan region of the Philippines. At each of the 10 sampling sites, 3 excavations were conducted, yielding 30 samples. Macroplastics were collected in the field, immediately around microplastic digs. Microplastic samples were analyzed in Florida Atlantic University’s Environmental Change Lab. It was determined that spatial …
The Effects Of Oleuropein In Olive Leaf Extract Alone Or Combined With Calcitriol On The Viability And Migration Of Human Endometrial Cells In Vitro, Katelyn Devereaux
The Effects Of Oleuropein In Olive Leaf Extract Alone Or Combined With Calcitriol On The Viability And Migration Of Human Endometrial Cells In Vitro, Katelyn Devereaux
Electronic Theses and Dissertations
Endometriosis is a chronic inflammatory disease affecting approximately 10% of reproductive-aged women worldwide and is commonly associated with pelvic pain, infertility, and reduced quality of life. Current management strategies, including hormonal therapies and surgical intervention, often provide only temporary relief and are associated with recurrence and adverse effects. These limitations highlight the need for alternative, non-hormonal therapeutic approaches that target underlying inflammatory and cellular mechanisms of disease progression.
This study evaluated the effects of oleuropein, contained within an olive leaf extract, and calcitriol, the active form of vitamin D, on cellular viability and migration in immortalized human endometriotic epithelial (12Z) …
Contesting Protection: Digital Moral Discourses On Child Marriage In Bangladesh, Mashaekh Hassan
Contesting Protection: Digital Moral Discourses On Child Marriage In Bangladesh, Mashaekh Hassan
Electronic Theses and Dissertations
This thesis examines how child marriage is represented and morally negotiated on the official Facebook page of UNICEF Bangladesh. Drawing on transnational and Third World feminist critiques of development, it uses feminist content and discourse analysis to analyze twenty-five campaign posts and 2,677 comments (May–July 2025) to trace patterns of representation and moral reasoning. The analysis identifies three dominant representational patterns: child marriage as a rural girls’ issue, rural girls as constrained and victimized, and education as a universal solution, collectively producing a homogenized image of vulnerable girlhood. Two clusters of moral discourse emerge: pro–child marriage (privileging religious morality, critiquing …
Spot Scanning Proton Beams Characterization Via Plastic Scintillator Detector, Saad Bin Saeed Ahmed
Spot Scanning Proton Beams Characterization Via Plastic Scintillator Detector, Saad Bin Saeed Ahmed
Electronic Theses and Dissertations
In spot scanning proton therapy, the machine steers magnetically a narrow pencil beam across the target volume, delivering highly conformal dose distributions layer by layer. As beam size is very small, this introduces a dosimetry problem. The beam is dynamic and the dose gradients are steep — conditions that push conventional ionization chambers beyond their reliable operating range. Plastic scintillation detectors offer a potential solution. Their sub-millimeter active volumes avoid the volume-averaging effects over larger chambers, and their very high temporal resolution making real-time monitoring feasible. This thesis characterizes the Blue Physics plastic scintillation detector in spot scanning proton fields …
The Faces Behind “La Calle Principal”: The Economic Role Of Tourism In Shaping Local Livelihoods In Santa Cruz, Galapagos, Gabriella Alba
The Faces Behind “La Calle Principal”: The Economic Role Of Tourism In Shaping Local Livelihoods In Santa Cruz, Galapagos, Gabriella Alba
Electronic Theses and Dissertations
Understanding the socioeconomic influences of a region is a complex endeavor, as many variables contribute to the fluctuations of an economic system, many of which intersect at the political and, in this case, ecological level. Specifically, this research aims to analyze tourism as one of those key factors to answer this question: How does tourism impact the socioeconomic livelihood of locals from La Isla de Santa Cruz, Galapagos? The Galapagos is a series of islands off the coast of Ecuador known for its rich ecological history as a site of scientific discovery. This has led to the archipelago’s extreme protection …
Determinants Of Self-Employed Retirement Preparation: The Mediating Effects Of Financial Capability, Financial Literacy, And Financial Self-Efficacy, Ricardo Russi
Electronic Theses and Dissertations
A substantial number of older Americans lack confidence in their retirement preparation, and many approach retirement without a formal plan. Additionally, despite the economic significance of self-employment, little research has examined whether self-employed individuals differ from wage workers in retirement preparation and the conditions of underlying such differences. Guided by capability theory, this dissertation investigates the relationship between self-employment and retirement preparation, with particular attention to the mediating roles of financial capability, financial literacy, and financial self-efficacy.
Using data from the 2018 National Financial Capability Study (NFCS) (N = 9,499 working-age adults), the study employs Bayesian structural equation modeling to …
Patriots And Protestant Dissenters: Early Religious Disestablishment In Revolutionary South Carolina, Nathan James Shull
Patriots And Protestant Dissenters: Early Religious Disestablishment In Revolutionary South Carolina, Nathan James Shull
Electronic Theses and Dissertations
In 1778, the newly independent government of South Carolina broke with more than a century of precedent and disestablished the Church of England by enacting Article XXXVIII of its State Constitution. This thesis weaves together the interconnected stories of Patriots such as William Tennent, Christopher Gadsden, Charles Cotesworth Pinckney, Oliver Hart, Richard Furman, and William Henry Drayton, demonstrating how they converged on disestablishment. While the historiography has focused on one or another religious or political group, this thesis asserts that an array of South Carolinians from across the political spectrum coalesced around disestablishment as a pragmatic solution to a variety …
Predictive Analytics In Oncology And Ophthalmology: Machine Learning Applications For Diabetic Retinopathy And Breast Cancer, Ali Abidalkareem
Predictive Analytics In Oncology And Ophthalmology: Machine Learning Applications For Diabetic Retinopathy And Breast Cancer, Ali Abidalkareem
Electronic Theses and Dissertations
The convergence of artificial intelligence and healthcare represents one of the most transformative developments in modern medicine, with deep learning technologies emerging as powerful tools for addressing complex diagnostic challenges. This dissertation develops and validates machine learning frameworks that address critical challenges in medical diagnosis through innovative approaches to data augmentation, feature learning, and classification, focusing on two fundamental problems: Diabetic Retinopathy (DR) severity classification using multi-model convolutional neural networks (CNNs), and breast cancer stage identification using microRNA (miRNA) gene expression biomarkers. For diabetic retinopathy classification, this work proposes an ensemble deep learning framework that integrates Diffusion-based data augmentation for …
Integrating Multi-Source Data With Machine Learning Techniques To Upscale Wetland Carbon Dioxide Fluxes, Abdullah Sulaiman Abdullah Al Fazari
Integrating Multi-Source Data With Machine Learning Techniques To Upscale Wetland Carbon Dioxide Fluxes, Abdullah Sulaiman Abdullah Al Fazari
Electronic Theses and Dissertations
Accurate quantification of atmospheric carbon dioxide (CO₂) fluxes in wetland ecosystems is essential for understanding their role in both regional and global carbon dynamics, particularly in the context of climate change. However, the spatial and temporal heterogeneity of wetlands presents major challenges for developing reliable upscaling models. This research developed and validated a comprehensive framework to upscale CO₂ fluxes across the Everglades National Park (ENP) and Big Cypress National Preserve (BCNP) in South Florida through the integration of multi-source datasets, including AmeriFlux eddy covariance (EC) tower measurements, NASA’s BlueFlux airborne CO₂ data, and multispectral satellite imagery from Landsat 8 OLI …
Suppressing Saints And Suffering Sinners: An Analysis Of Reductive Tropes Through The 2025 Film Sinners, Kaila Palmer
Suppressing Saints And Suffering Sinners: An Analysis Of Reductive Tropes Through The 2025 Film Sinners, Kaila Palmer
Electronic Theses and Dissertations
Ryan Coogler’s 2025 horror film Sinners is set in a predominantly Black Mississippi community during the Jim Crow era and explores the vulnerability and hypervisibility of Black people. Vampires and Klansmen fixate on Black bodies, treating them as consumable and dispensable sources. Prior to its Amazon Prime debut and extended theatrical run, Sinners grossed over $300 million, signaling its cultural impact and contribution to reshaping representations of Black identity in cinema. As part of Coogler’s broader array of Black storytelling, the film disrupts entrenched stereotypes by emphasizing character depth rather than caricature.
This paper analyzes the characters Annie and the …
The "Quiet Professionals": Oral Histories Of The United States Special Forces Veterans Of The Global War On Terror, Chase Rumbley
The "Quiet Professionals": Oral Histories Of The United States Special Forces Veterans Of The Global War On Terror, Chase Rumbley
Electronic Theses and Dissertations
This thesis examines how United States Army Special Forces veterans of the Global War on Terror narrate the identity of the "Quiet Professional" across training, deployment, and post-service life. Drawing on oral history interviews with four retired Green Berets, as well as archival and material culture analysis, the study approaches Special Forces as a distinctive military institution shaped by narrative, institutional formation, and war. It argues that Special Forces ethos is not a fixed warrior identity, but a lived and contested achievement produced through rites of passage, embodied hardship, informal legitimacy, and collective memory. Participants describe becoming Special Forces as …
The Solar Car Challenge’S Impact On Participants’ Stem College/Career Aspirations And Nace Career-Ready Competencies Development, Allan Phipps
Electronic Theses and Dissertations
This quantitative study examined the impact and efficacy of the Solar Car Challenge (SCC), a secondary-level science, technology, engineering, and mathematics (STEM) competition, on alumni postsecondary educational and career outcomes. The study investigated whether participation in the SCC influenced students’ pursuit of STEM college majors, entry into STEM-related careers, and development of career-ready competencies aligned with the National Association of Colleges and Employers (NACE) framework. While prior research has identified positive relationships between participation in national STEM competitions and STEM aspirations, no empirical studies have examined the SCC or its long-term outcomes.
Using survey data from SCC alumni, this study …
Narrative Strategies In Presidential Environmental Policymaking: An Examination Of The Executive Impacts Of Presidential Narratives, Gorgin Mansourian
Narrative Strategies In Presidential Environmental Policymaking: An Examination Of The Executive Impacts Of Presidential Narratives, Gorgin Mansourian
Electronic Theses and Dissertations
In this dissertation, I examine how U.S. presidents employ narrative strategies to shape environmental policymaking through both rhetorical and institutional mechanisms. Specifically, I investigate how Presidents Donald J. Trump and Joseph R. Biden constructed, communicated, and institutionalized environmental narratives during their first terms, highlighting the relationship between presidential narratives and executive orders. Using the Narrative Policy Framework (NPF) and Richard Neustadt’s Presidential Power Theory (PPT), this study conceptualizes presidential narratives as both rhetorical tools and instruments of persuasion within institutional contexts. This synthesis advances the NPF by highlighting the role of institutional positions on narrative credibility, by emphasizing the roles …
Street-Level Bureaucrats In Public Higher Education: The Ethical Obligations To Support Psychologically At-Risk Students, Michael Turtz
Street-Level Bureaucrats In Public Higher Education: The Ethical Obligations To Support Psychologically At-Risk Students, Michael Turtz
Electronic Theses and Dissertations
To fill the gap in the current literature, the purpose of this dissertation was to explain how and why Street-Level Bureaucrats (SLBs) in public higher education helped psychologically at-risk students during the pandemic. This qualitative study was intended to examine the role of SLBs in public higher education as it relates to their utilization of administrative discretion when advising psychologically at-risk students. In addition to administrative discretion, this dissertation also explored the role of ethical obligations and the use of a therapeutic lens when SLBs are faced with some of the most difficult situations for which they were not equipped …
Development, Validation, And Comparative Evaluation Of A Rheotaxis-Based Microfluidic Device To Isolate A Subpopulation Of High-Performance Human Spermatozoa, Charlene S. Fournier
Development, Validation, And Comparative Evaluation Of A Rheotaxis-Based Microfluidic Device To Isolate A Subpopulation Of High-Performance Human Spermatozoa, Charlene S. Fournier
Electronic Theses and Dissertations
Fertility has declined over the past decades, and male infertility is now recognized as contributing equally to the need for Assisted Reproductive Technologies (ART). Current clinical sperm processing methods rely on multiple centrifugation steps, which are time- and labor-intensive and may be detrimental to spermatozoa. Therefore, improved methodologies are needed to select functional, healthy spermatozoa while mimicking natural sperm selection. Microfluidics has expanded in reproductive biology and offers an efficient approach to selecting spermatozoa based on progressive motility and rheotaxis—their natural ability to swim against a constant flow. In this study, I developed a rheotaxis-based microfluidic device to isolate highly …
Characterization Of Srsf1’S Functions In Transcription And Alternative Splicing, Elena Bisotto
Characterization Of Srsf1’S Functions In Transcription And Alternative Splicing, Elena Bisotto
Electronic Theses and Dissertations
Serine/Arginine splicing factor 1 (SRSF1) is an RNA-binding protein (RBP) that serves as a central regulator of RNA biogenesis. SRSF1 has been implicated in cell replication, motility, ageing, immune function, and other physiological processes, while its dysregulation is associated with multiple cancers and autoimmune diseases. In this study, we characterized the global impact and structural requirements of SRSF1-mediated gene regulation to elucidate its proto-oncogenic functions.
Utilizing a time-course RNA sequencing (RNA-seq) approach in HEK293 cells, we identified 28 primary transcriptional targets of SRSF1, 18 of which were consistently upregulated in the established cancer cell models PC-3 and MCF-7. These targets …
Problematizing The Critical Dimensions Of Whiteness With Educational Leaders, Lerita Yvette Cavness
Problematizing The Critical Dimensions Of Whiteness With Educational Leaders, Lerita Yvette Cavness
Electronic Theses and Dissertations
This action research examines whether and how whiteness is “weaponized” by a P-12 educational leader, the impact whiteness has on their identities, and whether engagement with Critical Whiteness Studies (CWS) will increase pro-equity behaviors. The research employs a layered mixed-methods approach, and a deductive analysis triangulation plan framed by the Critical Dimensions of Whiteness Model (CDWM). This N-of-1 case study included a four-phase intervention workshop series and one post interview. The findings identify how one educational leader engaged in the selfweaponization of whiteness. The findings identify that CWS supported by the CDWM is a disruptive but healing path to awareness …
Critical Roles And Critical Rolls: A Frame-Analytical Perspective Of Self-Making, Safe Spaces, And Worldbuilding In Tabletop Role-Playing Games, Cal Quayle
Electronic Theses and Dissertations
Many gamers prefer to play tabletop roleplaying games, or TTRPGs, in order to a) join a community, and b) tell a story collaboratively with friends and acquaintances. This thesis discusses selfhood-making, safe spaces, and allegory in imaginary worlds from the perspective of Erving Goff man’s frame analysis. It relies on a theoretical framework of imagined communities, the magic circle, and subcreation. This research culminated in the understanding that people play TTRPGs for a variety of reasons - collaborative storytelling and exercising critical thinking skills, but respondents overwhelmingly reported that they enjoyed the ability to socialize with friends and strangers, and …
Bridging Professional Development Gaps In Pacrao Through Gamification, Chad Everett Saunders
Bridging Professional Development Gaps In Pacrao Through Gamification, Chad Everett Saunders
Electronic Theses and Dissertations
This study examined the extent to which a gamified professional development platform can foster skill development, knowledge application, and engagement among members of the Pacific Association of Collegiate Registrars and Admissions Officers (PACRAO). Grounded in the principles of humanism (Rogers, 1969) and andragogy (Knowles, 1990), and operationalized through gamification (Kapp, 2012), this study evaluated whether game-based mechanics aligned with adult learners’ professional development needs within a geographically dispersed regional association. To address these constraints, a prototype gamified platform, PACRAO University, was developed to provide a flexible, self-paced, and contextually relevant learning environment. Using a quantitative, within-subjects repeated measures design, …
New Teacher Attrition Rate In Relation To Lack Of Administrative Support, Amy Avina
New Teacher Attrition Rate In Relation To Lack Of Administrative Support, Amy Avina
Electronic Theses and Dissertations
The purpose of this qualitative study was to examine new teacher attrition in relation to perceived administrative support. Teacher attrition remains a persistent challenge in U.S. public education, particularly among novice teachers within their first 5 years of service. High turnover rates negatively affect school stability, instructional continuity, and student achievement, underscoring the need to better understand factors influencing teachers’ decisions to remain in or leave the profession. The problem addressed in this study was the limited understanding of how novice teachers perceive administrative support and how these perceptions influence their willingness to stay in the teaching profession. The researcher …
Exploring The Personal Management Interview Program As A Burnout Prevention Strategy In Policing: A Qualitative Case Study, Lance C. Arnold
Exploring The Personal Management Interview Program As A Burnout Prevention Strategy In Policing: A Qualitative Case Study, Lance C. Arnold
Electronic Theses and Dissertations
Police officers in the United States experience severe burnout at rates exceeding other service professions, with approximately 75% experiencing burnout symptoms. Current interventions predominantly focus on individual coping mechanisms rather than addressing organizational and leadership factors contributing to burnout. This qualitative single-case study explored the perceptions and experiences of police leaders and officers concerning the utility of a personal management interview program to foster positive leadership behaviors as a resource-oriented preventive strategy against burnout in a midsize municipal police department in Texas. The study employed semistructured virtual interviews with eight participants: four police leaders and four police officers who had …
Uas Path Planning With Dynamic Rerouting Using A Space-Time Graph, Kimoy Williams
Uas Path Planning With Dynamic Rerouting Using A Space-Time Graph, Kimoy Williams
Electronic Theses and Dissertations
UAS systems have emerged as multifaceted technologies with applications across a wide range of sectors. Their ability to access areas that are difficult or unsafe for manned systems has made them invaluable tools in various domains. As a result, UAS have transformed numerous industries, including infrastructure inspection, delivery and logistics, military and defense, as well as precision agriculture and environmental monitoring.
The advancement in UAS technology is fundamentally reliant upon ongoing research efforts in the specialized area of UAS path planning. Optimal flight planning is essential for a UAV to effectively execute its mission’s task safely, effectively, and in congruence …
Longevity, Resilience, And Thriving Of Women In Ministry: A Case Study Of Women In Ministry From A United Pentecostal Holiness Church, Eunice Cheryl Feltus Little
Longevity, Resilience, And Thriving Of Women In Ministry: A Case Study Of Women In Ministry From A United Pentecostal Holiness Church, Eunice Cheryl Feltus Little
Electronic Theses and Dissertations
Abstract
The problem of ministry attrition caused by burnout is well documented. Research attributes the impact of burnout on the resilience, longevity, and thriving of ministry workers to role-related stress and adversity. High attrition rates throughout religious organizations and a lag in longevity and resilience contribute to a shortage of ministry workers. Some ministry workers leave the vocation because of stress and burnout, yet others persevere. Despite the possible adverse effects, many men and women find a sense of well-being and joy in ministry work. This qualitative distributive case study focused on those who stayed in ministry and the strategies …
Towards Energy Access For All: Developing The Lived Energy Experience Index (Leei), Kentina Annie Ishimwe
Towards Energy Access For All: Developing The Lived Energy Experience Index (Leei), Kentina Annie Ishimwe
Electronic Theses and Dissertations
Energy is the fuel that powers the engine of civilization. Energy access metrics ensure that nations continuously work towards providing access for all. However, the prevalent binary indicator fails to consider that energy needs to be usable, accessible, affordable, and reliable. As a result, numerous tiered and multidimensional metrics, such as the Multi-Tier Framework, came about to bridge the gap but proved to be complex and complicated to implement. This study presents the existing literature review, assesses the limitations of current energy access measurement frameworks, and compares household energy needs with reported access statistics. Based on the findings, the Lived …