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2022

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Trauma-Informed Care In Nursing Curricula: Development Of A Simulation-Based Educational Framework To Guide Health Professions, Heather Guest Dec 2022

Trauma-Informed Care In Nursing Curricula: Development Of A Simulation-Based Educational Framework To Guide Health Professions, Heather Guest

Nursing Theses and Dissertations

Individuals of all ages, genders, social and ethnic backgrounds, and cultures suffer traumatic experiences. Trauma does not discriminate. The immense number of individuals struggling with trauma requires that health care providers approach patient care through a trauma-informed lens. Trauma-informed care is an evidence-based approach to patient-centered care and is vital to the healthcare provider-patient relationship. The increased responsibility of healthcare providers to provide trauma-informed care to all individuals demands a scientifically-based framework to guide the development of a trauma-informed health care professions education program. Healthcare simulation allows health professions’ students to experience real-life scenarios in a safe setting before transitioning …

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The Living Breakwaters Pdr Efforts Econcrete Resource Analysis, Guianina Ferrari, Shervon Stephens, Calvin O. Walters Jr. Dec 2022

The Living Breakwaters Pdr Efforts Econcrete Resource Analysis, Guianina Ferrari, Shervon Stephens, Calvin O. Walters Jr.

Publications and Research

On October 29, 2012, Superstorm Sandy impacted 443,000 people and caused nearly $19 billion (about $58 per person in the US) worth of damage within New York City. As part of the New York City infrastructure reparation plan, the Living Breakwaters project in Tottenville addressed coastal resilience, allocating $100M of public funds to a series of artificial breakwaters by the southwest coast of Staten Island. Each breakwater is constructed and designed to mitigate water flow in storm events. ECOncrete, a primary element of the breakwater, is a specialty cast cementitious product that is marine organism-friendly that encourages biocalcification and photosynthesis. …

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An Exploration Of Stressors And Perceptions Of Wellness Among Christian Church Ministry Wives, Laura Ann Kellicut Dec 2022

An Exploration Of Stressors And Perceptions Of Wellness Among Christian Church Ministry Wives, Laura Ann Kellicut

Dissertations

Ministerial families are in the unique situation of a two-person career, where although the husband is the only one employed by the church, the wife is also expected to perform church specific demands and responsibilities (Frame & Shehan, 1994; Lifeway, 2017). Unique variables and factors of stress among ministry wives have been identified along with how their role affects certain domains of life (Douglas, 1961; Frame & Shehan, 1994; Lee, 2007; Zoba, 1997; Luedtke & Sneed, 2018). Lifeway Research (2017) found that 78% of ministers' spouses experienced some level of burnout with 22% at the highest levels. In the literature, …

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Insights On Factors Influencing Startup Failure In The Hospitality Industry, Shivangi Khurania Dec 2022

Insights On Factors Influencing Startup Failure In The Hospitality Industry, Shivangi Khurania

UNLV Theses, Dissertations, Professional Papers, and Capstones

Hospitality businesses and innovative startups have faced extremely high failure rates. The author provides insights on the factors that impact startup failure in the hospitality industry after performing a deep analysis on innovation frameworks such as the diffusion of innovation theory, the theory of disruptive innovation, and the ten types of innovation framework. Not only that, the author also provides insights based on their own personal experience and knowledge gained through education at the University of Las Vegas, Nevada. The research explored in this paper revealed that startup failure is not based on one factor alone and how leaders in …

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The Emergence Of Serviced Apartments/Apart-Hotels And Opportunities Post Covid-19, Ding Jie Ang Dec 2022

The Emergence Of Serviced Apartments/Apart-Hotels And Opportunities Post Covid-19, Ding Jie Ang

UNLV Theses, Dissertations, Professional Papers, and Capstones

Serviced apartments are becoming more mainstream as people become more aware of this asset class. Since the onset of Covid-19, people have opted for serviced apartments instead of a hotel for self-contained, typically with more space with a living area, kitchen and access to laundry facilities throughout the pandemic. Combined with lower operating costs, higher profit margin, and lower cost per key at development revealed the financial resilience of this asset class as most serviced apartments operated at a higher occupancy than hotels. With renewed interest from developers and owners keen to build or convert their existing properties to serviced …

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Nexuscapes: A Landscape Approach For A Transdisciplinary Water-Energy-Food Nexus Decision-Making Process, Fortino Acosta Dec 2022

Nexuscapes: A Landscape Approach For A Transdisciplinary Water-Energy-Food Nexus Decision-Making Process, Fortino Acosta

UNLV Theses, Dissertations, Professional Papers, and Capstones

This study develops a reliable transdisciplinary framework for complex ecological and social systems by characterizing, mapping, typifying, assessing, and testing enhanced water-energy-food nexus scenarios under critical time constraints, specialized skills, or sensitive data accessibility. Detached management of limited essential resources like fresh water, reliable energy from renewable sources, and nutritious food can jeopardize regional economies and governance. Using a novel landscape approach, this study recommends a decision-making the framework focused on the circular economy that induces collaboration among diverse sectors and brings strategic coordination, specificity, and magnitude to the proposed solutions. The study elaborates on a decision-making tool that integrates …

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Identification Of Factors Contributing To Traffic Crashes By Analysis Of Text Narratives, Cristian D. Arteaga-Sanchez Dec 2022

Identification Of Factors Contributing To Traffic Crashes By Analysis Of Text Narratives, Cristian D. Arteaga-Sanchez

UNLV Theses, Dissertations, Professional Papers, and Capstones

The fatalities, injuries, and property damage that result from traffic crashes impose a significant burden on society. Current research and practice in traffic safety rely on analysis of quantitative data from crash reports to understand crash severity contributors and develop countermeasures. Despite advances from this effort, quantitative crash data suffers from drawbacks, such as the limited ability to capture all the information relevant to the crashes and the potential errors introduced during data collection. Crash narratives can help address these limitations, as they contain detailed descriptions of the context and sequence of events of the crash. However, the unstructured nature …

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The Parkinson’S Prison And The Hero’S Journey To Escape: Improvisation And Storytelling In Parkinson’S Disease, Robert David Cochrane Dec 2022

The Parkinson’S Prison And The Hero’S Journey To Escape: Improvisation And Storytelling In Parkinson’S Disease, Robert David Cochrane

UNLV Theses, Dissertations, Professional Papers, and Capstones

Parkinson’s disease (PD) is the fastest growing neurological disorder in the world, with leading researchers calling it a pandemic. While there is no cure, pharmaceuticals and surgical interventions increase people with Parkinson’s (PWP) ability to lead longer and more productive lives. However, there is a lack of care available for PWP supporting their social and emotional domains. PWP report high levels of stress, anxiety, and isolation due to the chronic and unpredictably progressive nature of the disease. This leads to a vicious cycle of loss of confidence, decreased activity and socialization, and increased falls.A common phrase in the PD community …

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Anxiety, Depression, And Suicidal Ideation Among Transgender Individuals With Gender Receiving Gender-Affirming Hormone Therapy, Rosa E. Diaz Dec 2022

Anxiety, Depression, And Suicidal Ideation Among Transgender Individuals With Gender Receiving Gender-Affirming Hormone Therapy, Rosa E. Diaz

UNLV Theses, Dissertations, Professional Papers, and Capstones

Purpose: Gender may align with one’s sex but doesn’t always and sometimes leads to Gender Dysphoria (GD). Gender-affirming hormone therapy (GAHT) is often one of the first medical treatments used for GD yet few studies have examined the effects of GAHT on mental health (depression, anxiety, and suicidal ideation).Methods: Participants were 18 years or older and self-reported as being diagnosed with GD and recruited across the United States using snowball and convenience sampling. The Patient Health Questionnaire-9 (PHQ-9) was used to measure depression scores, General Anxiety Disorder-7 (GAD-7) was used to measure anxiety scores, and Suicidal Behaviors Questionnaire-Revised (SBQ-R) was …

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Effects Of Particle Size And Replacement Proportion Of Post-Consumer Glass In Concrete, Negasi Gebremichael Dec 2022

Effects Of Particle Size And Replacement Proportion Of Post-Consumer Glass In Concrete, Negasi Gebremichael

UNLV Theses, Dissertations, Professional Papers, and Capstones

Concrete, next to water, is the most used material (Gagg, 2014), which consumes natural or manufactured aggregates and resource-intensive cement. Concrete is also a more wasteful construction material than timber and steel. Depleting the natural resource due to aggregate extraction and the environmental unfriendliness of cement production have left the construction industry with no choice. Reducing waste, reusing, or recycling can help conserve natural resources. In this regard, the construction industry constantly seeks full or partial replacement of concrete aggregates and cement with recycled material. Glass is a candidate for replacing the three major components: cement, fine aggregate, and coarse …

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A Mechanically Intelligent Hosing-Drone, Blake Hament Dec 2022

A Mechanically Intelligent Hosing-Drone, Blake Hament

UNLV Theses, Dissertations, Professional Papers, and Capstones

This manuscript presents a ”mechanically intelligent” approach to designing a Hosing-Drone for heavy-duty pressure washing. Spraying a hose creates strong reaction forces and torques. Previously demonstrated spraying robots are over-engineered to be very massive with huge inertias. These high inertias ”wash out” the reaction from the spraying. In the proposed approach, the contributions from all observable fluid dynamics, fluid structure interactions, and aerodynamics are studied individually and for the coupled system. Experimental data is collected and fit to dynamic models. These models are used to design a smaller, lighter, more agile vehicle than has been previously demonstrated. An impedance controller …

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Covid-19 Isolation Compliance Among Students And Employees Of A Large Public University, Nicolette Harmon Dec 2022

Covid-19 Isolation Compliance Among Students And Employees Of A Large Public University, Nicolette Harmon

UNLV Theses, Dissertations, Professional Papers, and Capstones

Isolation has been used to prevent the spread of many infectious diseases including COVID-19. The CDC’s isolation recommendations have changed over the course of the COVID-19 pandemic, currently infected individuals must stay at home for 5 full days. The CDC cites low compliance rates as one of the reasons for the recent reduction to the number of days in isolation. However, the CDC could only cite studies from other countries due to the lack of studies on isolation compliance in the United States. This study aimed to determine what percentage of UNLV students and staff complied with the isolation guidelines …

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Self-Reported Covid-19 Diagnosis And Severity And Its Association With Utilization Of And Delays In Needed Medical Care, Mohammad Hesam Alavi Dec 2022

Self-Reported Covid-19 Diagnosis And Severity And Its Association With Utilization Of And Delays In Needed Medical Care, Mohammad Hesam Alavi

UNLV Theses, Dissertations, Professional Papers, and Capstones

Covid-19, caused by the virus SARS-CoV-2, was declared a pandemic by the World Health Organization (WHO) on March 11, 2020. The pandemic-related disruptions and the pursuant lockdowns have adversely impacted every aspect of people’s lives including access to medical care, cancer care, preventive medicine, mental health, and dental care in an already imperfect healthcare system in the US. This study utilized the 2020 self-reported data from quarters 3 and 4 of the National Health Interview Survey, a cross-sectional interview survey by the Centers for Disease Control and Prevention, to determine the possible association of self-reported COVID diagnosis, test positivity, and …

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Study Of Narrative Effects Of Each Instrumental Group In Exemplum: In Memoriam Kwangju By Isang Yun, Jeahyun Jo Dec 2022

Study Of Narrative Effects Of Each Instrumental Group In Exemplum: In Memoriam Kwangju By Isang Yun, Jeahyun Jo

UNLV Theses, Dissertations, Professional Papers, and Capstones

Isang Yun (1917–1995) is recognized as one of the most notable avant-garde Korean composers of the twentieth century. His compositions serve as a crucial link between Eastern and Western musical traditions because they contain elements of techniques from both traditions. My intention in this paper is to examine Yun and his symphonic poem Exemplum: in Memoriam Kwangju with the goal of helping the reader comprehend its narrative effects. I will also provide a musical analysis and interpretation based on Yun’s intention in composing Exemplum: in Memoriam Kwangju and examine Yun’s compositional approaches to the three different instrumental groups (strings, wind, …

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Use Of Healthcare Utilization Records For Analyzing Trends In Clinical Toxoplasmosis: A Comparison Of Nevada And The United States, Elijah Kreutzer Dec 2022

Use Of Healthcare Utilization Records For Analyzing Trends In Clinical Toxoplasmosis: A Comparison Of Nevada And The United States, Elijah Kreutzer

UNLV Theses, Dissertations, Professional Papers, and Capstones

Toxoplasmosis, a zoonotic disease caused by the parasitic protist Toxoplasma gondii, is a ubiquitous, global public health concern with a wide variety of clinical manifestations. Surveillance for the disease is lacking even in developed countries, and what surveillance is present most often focuses on pregnant women. This research investigated trends in clinical toxoplasmosis in Nevada and nationally to address the lack of knowledge concerning how Nevada discharges compare to national discharges in cases of toxoplasmosis. Specifically, this research sought to determine what characterizes toxoplasmosis in Nevada across inpatient, outpatient, and emergency department settings, as well as how these cases differ …

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Transformative Tourism Experience: Openness To Thriving, Solbi Lee Dec 2022

Transformative Tourism Experience: Openness To Thriving, Solbi Lee

UNLV Theses, Dissertations, Professional Papers, and Capstones

Over the last two decades, there has been growing academic rhetoric regarding the concept of transformation. Furthermore, the discussion of transformative experiences extends to the tourism industry and literature, reflecting the changing tourists' profiles and demands that challenge Destination Management Organizations (DMOs) to deliver tourist experiences that incorporate self-reflection and personal transformation. Transformative tourism experiences (TTE) (Soulard et al., 2021) refer to extraordinary encounters and episodes that prompt high emotional reactions that bring an opportunity to explore the self and significant inner personal changes. Despite the emerging academic and practical attention on TTE, research empirically testing the antecedents and outcomes …

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Dimensionality Of Natural Auditory Scene Perception: A Factor Analysis Study, Margaret A. Mcmullin Dec 2022

Dimensionality Of Natural Auditory Scene Perception: A Factor Analysis Study, Margaret A. Mcmullin

UNLV Theses, Dissertations, Professional Papers, and Capstones

Theories of auditory and visual scene analysis suggest the perception of scenes relies on the identification and segregation of objects within it, resembling a detail-oriented processing style, but it is possible that a global-oriented process also occurs while evaluating auditory scenes. There is evidence for global properties that enable rapid recognition of visual scenes, even without recognizing the individual objects comprising the scene. It is our understanding that a similar line of research has not been explored in the auditory domain; therefore, we evaluated the contributions of high-level global and low-level acoustic information to auditory scene perception. A secondary aim …

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Factors Associated With Immediate Postnatal Care In Lao People's Democratic Republic: An Analysis Of The 2017 Lao People's Democratic Republic Multiple Indicator Cluster Survey, Tressa Quayle Dec 2022

Factors Associated With Immediate Postnatal Care In Lao People's Democratic Republic: An Analysis Of The 2017 Lao People's Democratic Republic Multiple Indicator Cluster Survey, Tressa Quayle

UNLV Theses, Dissertations, Professional Papers, and Capstones

Purpose: This study aimed to identify potential factors associated with immediate postnatal care in Laotian women. Background: The World Health Organization recognizes that approximately half of all maternal deaths occur in the immediate postnatal period or 24 hours after birth. One crucial step to improving maternal mortality is a postnatal check during the first 24 hours following birth. Forty-seven percent of Lao women aged 15-49 who delivered a baby in the last two years received a postnatal health check in the first two days after delivery. Of these, 46.5% of postnatal checks were conducted prior to discharge from the facility …

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Metabolic Syndrome And Associated Factors Among Hispanic Americans, Shannon L. Richard Dec 2022

Metabolic Syndrome And Associated Factors Among Hispanic Americans, Shannon L. Richard

UNLV Theses, Dissertations, Professional Papers, and Capstones

Metabolic syndrome (MetS) is a cardiometabolic condition that may develop into cardiovascular disease and type 2 diabetes mellitus. Early recognition and associated treatment of MetS can help detour disease. Lifestyle factors, sleep-disordered breathing, and psychological well-being influence the development of MetS; electrocardiogram abnormalities are associated with MetS. Hispanics living in the United States are particularly vulnerable to MetS. Although MetS is well-identified in Americans of Hispanic ethnicity, the current literature evaluating protective and contributory factors among Hispanic gender-ethnic subgroups is inconsistent and incomplete. This study aimed to examine the relationships between MetS and select health and lifestyle factors among seven …

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Effects Of Patellofemoral Pain On Central Activation And Function Of The Gluteus Medius Muscle In Physically Active Females, Michelle Samuel Dec 2022

Effects Of Patellofemoral Pain On Central Activation And Function Of The Gluteus Medius Muscle In Physically Active Females, Michelle Samuel

UNLV Theses, Dissertations, Professional Papers, and Capstones

Patellofemoral pain (PFP) is the most common knee injury among runners, military personnel, adolescents and recreationally active persons. PFP commonly presents as diffuse pain across the anterior knee that increases with activities such as running, squatting, and walking up and down stairs. Nearly 75% of patients with PFP either alter or completely stop physical activity as a result of the pain. There are numerous mechanisms that contribute to PFP symptoms; such as muscle weakness, abnormal joint mechanics and abnormal joint stress, which make it difficult to successfully treat. In addition, PFP may lead to patellofemoral joint (PFJ) osteoarthritis, a debilitating …

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Development And Application Of A Safety Index For Transit Stops: A Case Study From Las Vegas, Nevada, Rithesh Shivuni Dec 2022

Development And Application Of A Safety Index For Transit Stops: A Case Study From Las Vegas, Nevada, Rithesh Shivuni

UNLV Theses, Dissertations, Professional Papers, and Capstones

This research developed a methodology to evaluate safety proximate to transit stops through a Safety Index, identified key factors associated with fatal crashes proximate to bus transit stops, and illustrated the applications of these using a case study based on the Las Vegas metropolitan area in Nevada, USA. The methodology is based on motor vehicle crashes that involve pedestrians recorded in the proximity of transit stops, and the severity of the crash outcomes. It focused on crashes which involved pedestrians that occurred within walking distances of individual transit stops. The severity of the crash outcomes was classified based on the …

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Examination Of The Relationship Between Loneliness And Binge Eating Symptoms, Kimberly Stevens Dec 2022

Examination Of The Relationship Between Loneliness And Binge Eating Symptoms, Kimberly Stevens

UNLV Theses, Dissertations, Professional Papers, and Capstones

Loneliness is implicated in several mental health conditions and may also be linked to eating pathology, like binge eating symptoms (e.g., loss-of-control eating). However, the pathways by which loneliness might be associated with binge eating symptoms are less well understood. Preliminary evidence suggests perceived stress may be a key explanatory pathway. Specifically, perceived stress mediates the impact of loneliness on other mental health outcomes and is associated with increased risk of binge eating symptoms. This study investigated relationships between loneliness, perceived stress, and binge eating symptoms and tested whether heightened levels of binge eating was accounted for by increases in …

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The Impact Of Alzheimer Disease On Semantic Knowledge, Maileen G. Ulep Dec 2022

The Impact Of Alzheimer Disease On Semantic Knowledge, Maileen G. Ulep

UNLV Theses, Dissertations, Professional Papers, and Capstones

The research furthers the understanding of the impact of Alzheimer disease (AD) on cognition and the organization of semantic knowledge in the brain, which might contribute to the development of diagnostic and staging tools, and interventions to palliate cognitive deficits. The disruption of semantic knowledge in AD is well documented in the literature. Much of the existing research focuses on the general impact AD has on semantic knowledge. This study explores the impact of AD on specific domains of knowledge, chiefly, living kinds and artifacts, critical to ordinary functioning. The content, organization and structure of the investigated domains of knowledge …

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College Students’ Attitudes Toward Condom Use In Pornography: Associations With Sexual History, Sexually Transmitted Infections, And Pornography Use, Bailey M. Way Dec 2022

College Students’ Attitudes Toward Condom Use In Pornography: Associations With Sexual History, Sexually Transmitted Infections, And Pornography Use, Bailey M. Way

UNLV Theses, Dissertations, Professional Papers, and Capstones

The depiction of condomless sex in pornography has significant public health implications for adult film (pornography) actors and potentially for its consumers. Previous research suggests that most consumers of pornography are in favor of condom use in pornography; however, available research on attitudes toward condom use in pornography has surveyed mostly White, male, American undergraduate students. Currently, there is a need to explore viewers’ attitudes toward condom use in pornography among women and racially/ethnically diverse individuals. The current study investigated United States (US) college students’ attitudes toward condom use in pornography using the Pornography Actors’ Condom Use Attitudes Questionnaire (PACUAQ). …

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Real–Time Semantic Segmentation For Railway Anomalies Analysis, Paul Stanik Iii Dec 2022

Real–Time Semantic Segmentation For Railway Anomalies Analysis, Paul Stanik Iii

UNLV Theses, Dissertations, Professional Papers, and Capstones

In the past few years, computer vision has made huge jumps due to deep learning which leverages increased computational power and access to data. The computer vision community has also embraced transparency to accelerate research progress by sharing open datasets and open source code. Access to large scale datasets and benchmark challenges propelled and opened the field. The autonomous vehicle community is a prime example. While there has been significant growth in the automotive vision community, not much has been done in the rail domain. Traditional rail inspection methods require special trains that are run during down time, have sensitive …

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Retrospective Varying Coefficient Association Analysis Of Longitudinal Binary Traits, Gang Xu Dec 2022

Retrospective Varying Coefficient Association Analysis Of Longitudinal Binary Traits, Gang Xu

UNLV Theses, Dissertations, Professional Papers, and Capstones

Many genetic studies contain rich information on longitudinal phenotypes that require powerful analytical tools for optimal analysis. Genetic analysis of longitudinal data that incorporates temporal variation is important for understanding the genetic architecture and biological variation of complex diseases. Most of the existing methods assume that the contribution of genetic variants is constant over time and fails to capture the dynamic pattern of disease progression. However, the relative influence of genetic variants on complex traits fluctuates over time.We developed several tests to fill the gap of analyzing time-varying genetic effects in longitudinal GWAS for binary traits. First, we propose a …

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Quantifying The Effect Of Disturbance On Native Mojave Desert Shrubs, Tamara J. Wynne Dec 2022

Quantifying The Effect Of Disturbance On Native Mojave Desert Shrubs, Tamara J. Wynne

UNLV Theses, Dissertations, Professional Papers, and Capstones

Disturbance can come in many different forms. In our studies, we looked at the impact of a solar photovoltaic facility on native plants growing inside and outside of the facility, alteration in precipitation (simulated) on four native shrubs and the impact of applying supplemental water as a function of volume and frequency to establish native shrubs such as might occur at restoration sites. Disturbance is becoming a more common phenomenon in many ecosystems throughout the world, increasing the need for studies that quantify the impact at the plant and ecosystem level. Each research project revealed different plant responses, such as …

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Customer Willingness To Pay For All-Inclusive Resorts: A Choice-Based Conjoint Analysis, Liheng Zhang Dec 2022

Customer Willingness To Pay For All-Inclusive Resorts: A Choice-Based Conjoint Analysis, Liheng Zhang

UNLV Theses, Dissertations, Professional Papers, and Capstones

This dissertation examined customers’ willingness to pay for all-inclusive resorts using choice theory, the theory of bundling, and prospect theory. This dissertation also contributed to the current research by determining (a) the attributes that affect customers’ willingness to pay for an all-inclusive resort and (b) whether a reference price will affect customers’ willingness to pay. We also take into account the effect of the COVID-19 pandemic on customers and whether the pandemic will influence customers’ purchase behavior at this particular time. The choice-based conjoint analysis results showed that all eleven attributes—price, hotel star rating, type of room, location, food options, …

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Activity-Based Intervention And One-To-One Correspondence For Children With Developmental Delays, Cyndy Anang Dec 2022

Activity-Based Intervention And One-To-One Correspondence For Children With Developmental Delays, Cyndy Anang

UNLV Theses, Dissertations, Professional Papers, and Capstones

PreK children with developmental delays in inclusive classrooms need access to math interventions helps them develop foundational math skills that are needed to succeed during their K-12 education. Research is significantly lacking that addresses increasing math skills for children with disabilities in PreK classrooms. The purpose of this study was to examine how using activity-based intervention (ABI) increases one-to-one correspondence for children with disabilities in an inclusive classroom. A single subject multiple probe design across participants was implemented to embed one-to-one correspondence math goals into daily routines and preferred activities. The participants of the study were two 3–5-year-old children categorized …

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Predicting Student Success In A K-12 Online School, Andrea Connolly Dec 2022

Predicting Student Success In A K-12 Online School, Andrea Connolly

UNLV Theses, Dissertations, Professional Papers, and Capstones

Given the rapid growth of K-12 online learning, research is needed in the effective identification of at-risk students so that administrators and teachers can develop appropriate supports and interventions. The purpose of this research was to determine if student success in an online course could be predicted for English Learners (EL) using identifiable student characteristics and traits. This study looked at the student traits of behavior, structure, and demographics to determine if they could be used as predictive variables for successful course completion in a K-12 online course. The behavior characteristics were measured by a survey tool and were identified …

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