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All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

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The Anatomy Of Virtual Manipulative Apps: Using Grounded Theory To Conceptualize And Evaluate Educational Apps That Contain Virtual Manipulatives, Jennifer M. Boyer-Thurgood Aug 2017

The Anatomy Of Virtual Manipulative Apps: Using Grounded Theory To Conceptualize And Evaluate Educational Apps That Contain Virtual Manipulatives, Jennifer M. Boyer-Thurgood

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

This exploratory qualitative study used grounded theory to investigate the anatomy of educational apps that contain virtual manipulatives. For this study 100 virtual manipulatives within educational apps designed for the iPad were observed by the researcher in order to expand the explanations of and build theory about virtual manipulatives within apps. Affordance theory was used to frame all six phases of the study in which the researcher identified virtual manipulatives situated within educational apps, conducted observer-as-participant structured and unstructured observations, analyzed component data including field notes and memos using open and axial coding, created a conceptual framework, developed an evaluation …


The Same Ten People (Stps) Of Rockville: Volunteerism, Preservation, And Sense Of Community In Small-Town Southern Utah, Tori Edwards Aug 2017

The Same Ten People (Stps) Of Rockville: Volunteerism, Preservation, And Sense Of Community In Small-Town Southern Utah, Tori Edwards

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

This thesis examines the central role that volunteerism plays in creating a strong sense of sense of place and community within the town of Rockville, Utah, located 4.7 miles from Zion National Park. Rockville has no commercial businesses within its boundaries and relies heavily upon the volunteer efforts of its residents to carry out the majority of civil services within the town. Drawing from interviews of the STP’s (a group of Rockville residents who volunteer on a regular basis), this thesis highlights how the act of volunteerism helps residents feel membership within their community. This thesis also looks at how …


Maternal Diabetes, Related Biomarkers And Genes, And Risk Of Orofacial Clefts, Tiwaporn Maneerattanasuporn Aug 2017

Maternal Diabetes, Related Biomarkers And Genes, And Risk Of Orofacial Clefts, Tiwaporn Maneerattanasuporn

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Orofacial clefts (OFCs) are among the most common congenital birth defects and are characterized by incomplete development of the lip or the palate or both. The lip and palate develop separately at different times during the first trimester of pregnancy. The etiology of OFCs is multifactorial and includes a combination of genetic and environmental factors. This project aims to examine role of maternal diabetes mellitus in orofacial clefts through studies of medical histories, biomarkers, and genes.

In a study of Utah birth certificates, mothers with pre-existing diabetes and gestational diabetes mellitus (GDM) had an increased risk of OFCs, and obese …


Database Auto Awesome: Enhancing Database-Centric Web Applications Through Informed Code Generation, Jonathan Adams Aug 2017

Database Auto Awesome: Enhancing Database-Centric Web Applications Through Informed Code Generation, Jonathan Adams

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Database Auto Awesome is an approach to enhancing web applications comprised of forms used to interact with stored information. It was inspired by Google's Auto Awesome tool, which provides automatic enhancements for photos. Database Auto Awesome aims to automatically or semi-automatically provide improvements to an application by expanding the functionality of the application and improving the existing code.

This thesis describes a tool that gathers information from the application and provides details on how the parts of the application work together. This information provides the details necessary to generate new portions of an application.

These enhancements are directed by the …


Best Practices For Volume Flow Rate Measurements Using Piv At The Exit Of A Turbulent Round Jet, Robert Schaap Aug 2017

Best Practices For Volume Flow Rate Measurements Using Piv At The Exit Of A Turbulent Round Jet, Robert Schaap

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Particle image velocimetry (PIV) is an optical flow measurement technique that is used to measure volume flow rate at the exit of a turbulent, round nozzle. The objective of this thesis is to determine how to best make this measurement. The quality of the measurement is affected by a range of data acquisition parameters and how data are processed. Measurements are made over a range of different flows using the two main types of PIV: Two Component (2C), which uses one camera, and Stereo, which uses two cameras, similar to human eyes. Previous work done for data acquisition and processing …


Geometric Facility Location Problems On Uncertain Data, Jingru Zhang Aug 2017

Geometric Facility Location Problems On Uncertain Data, Jingru Zhang

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

In this dissertation, we study several facility location problems on uncertain data. We mainly consider the k-center problem and many of its variations. These are classical problems in computer science and operations research. These problems on deterministic data have been studied extensively in the literature. We consider them on uncertain data because data in the real world is often associated with uncertainty due to measurement inaccuracy, sampling discrepancy, outdated data sources, resource limitation, etc. Although we focus on the theoretical study, the algorithms developed in this dissertation may find applications in other areas such as data clustering, wireless sensor …


Writing Attitudes And Practices Of Content Area Teachers After Participating In The Central Utah Writing Project Summer Institute, Joseph P. Anson Aug 2017

Writing Attitudes And Practices Of Content Area Teachers After Participating In The Central Utah Writing Project Summer Institute, Joseph P. Anson

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

This study of four case studies looks at how secondary math, music, science, and social studies teachers' attitudes and classroom practices were affected by their participation in the Central Utah Writing Project (CUWP) summer institute. Participant interviews, observations, and artifacts were analyzed by looking at themes for effective professional development: a participant's personal interpretation of the experience (phenomenon), construction of one's own learning, active learning/participation in the professional development, the inclusion of authentic tasks, collaborative support community, inclusion of prior knowledge and/or experience, self-efficacy regarding one's own writing and the teaching of writing, motivation as a teacher, motivation as a …


Using Silkworms As A Host To Spin Spider Silk-Like Fibers, Xiaoli Zhang Aug 2017

Using Silkworms As A Host To Spin Spider Silk-Like Fibers, Xiaoli Zhang

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Using silkworms as the potential host to spin spider silk-like fibers is an area of intense research world-wide. The conventional methods used to create transgenic silkworms hosting spider silk-like gene limits the incorporation of spider silk-like protein and do not improve the mechanical performance of the composite silkworm/spider silk fibers. In this dissertation, synthetic spider ampullate genes were incorporated into the precise site of the fibroin heavy chain or light chain using the latest genome editing technology CRISPR/cas9 guided non-homologous end joining as opposed to conventional random integration using transposon-based piggyBac system. These protocols, with extensive applicability to other silkworm …


Comparison Of Chikungunya Virus Strains In Disease Severity And Susceptibility To T-705 (Favipiravir), In Vitro And In Vivo, Makda Gebre Aug 2017

Comparison Of Chikungunya Virus Strains In Disease Severity And Susceptibility To T-705 (Favipiravir), In Vitro And In Vivo, Makda Gebre

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Chikungunya is a mosquito-transmitted disease caused by Chikungunya virus (CHIKV). Symptoms of Chikungunya include debilitating joint pain and swelling, fever and rash. CHIKV was first discovered in 1953 in Tanzania, and has since caused periodic outbreaks of disease. The virus reemerged recently in 2004 and has since spread around the world affecting more than 3 million people. The different strains of CHIKV have been grouped into three phylogenetic clades: West African, Asian and East/Central/South African (ECSA). There are no FDA approved medicines or vaccines used to treat or prevent CHIKV infection. The antiviral drug, T-705 (commercially known as Favipiravir), has …


An Explanatory Sequential Mixed Methods Study Of The School Leaders’ Role In Students’ Mathematics Achievement Through The Lens Of Complexity Theory, Emma P. Bullock May 2017

An Explanatory Sequential Mixed Methods Study Of The School Leaders’ Role In Students’ Mathematics Achievement Through The Lens Of Complexity Theory, Emma P. Bullock

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

School leaders are expected to make decisions that improve student mathematics achievement. However, one difficulty for school leaders has been the limited amount of research concerning content-specific (e.g., mathematics) school leadership and its effects on student achievement. School leaders do not make decisions in isolation; rather, they make decisions as part of a complex adaptive system (CAS), as proposed by complexity theory. The purpose of this study was to explore the role the school leader plays in students’ mathematics achievement through the lens of complexity theory.

The researcher collected survey data from K-12 school leaders and conducted focus group interviews …


Training Parents In Descriptive Assessment And Function Identification, Makenzie Sip May 2017

Training Parents In Descriptive Assessment And Function Identification, Makenzie Sip

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

It is often difficult for parents to address their child’s problem behavior. Children with special needs can display more frequent and intense problem behavior. Therefore, professionals need to help parents of children with special needs identify how to decrease their child’s problem behavior. Professionals help to decrease problem behavior by performing assessments called descriptive assessments to identify why the problem behavior is happening, and then using these assessments to create an appropriate plan of how to prevent and respond to the problem behavior. We examined if parents could be taught the skills necessary to perform descriptive assessments and then use …


Evaluating Habitat-Based Niche Requirements And Potential Recruitment Bottlenecks For Imperiled Bluehead Sucker (Catostomus Discobolus), Bryan C. Maloney May 2017

Evaluating Habitat-Based Niche Requirements And Potential Recruitment Bottlenecks For Imperiled Bluehead Sucker (Catostomus Discobolus), Bryan C. Maloney

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Changes to rivers that alter physical and thermal habitat may cause fish population abundance to decline, due to fewer individuals maturing and entering the adult population. The Weber River has become highly degraded with many dams and diversions altering fish habitat, river volume, velocity, and temperature, and limiting movement between reaches. Bluehead suckers (Catostomus discobolus) occupy only 47% of their historical range and the genetically-distinct Weber River (northern UT) population is declining and contains few young, juvenile fish. My objectives were to determine whether spawning and rearing habitat available in the Weber River may be limiting bluehead sucker …


Great Basin Bristlecone Pine Resistance To Mountain Pine Beetle: An Evaluation Of Dendroctonus Ponderosae Host Selection Behavior And Reproductive Success In Pinus Longaeva, Erika L. Eidson May 2017

Great Basin Bristlecone Pine Resistance To Mountain Pine Beetle: An Evaluation Of Dendroctonus Ponderosae Host Selection Behavior And Reproductive Success In Pinus Longaeva, Erika L. Eidson

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The mountain pine beetle (Dendroctonus ponderosae) is a native bark beetle that attacks and kills most species of pines (Pinus) throughout its range in western North America. Due to the strong relationship between thermal conditions and mountain pine beetle population success, climate change-induced changes in mountain pine beetle outbreaks are a major concern for land managers. Over the past several decades, warmer than average temperatures allowed mountain pine beetle populations to reach epidemic levels across much of the western U.S. and Canada, including high elevations where outbreaks were previously limited by cool temperatures. Many high-elevation pine …


A Study On Human Evacuation Behavior Involving Individuals With Disabilities In A Building, Nirdosh Gaire May 2017

A Study On Human Evacuation Behavior Involving Individuals With Disabilities In A Building, Nirdosh Gaire

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The individuals with disabilities are disproportionately vulnerable to hazards. However, there is very little research inquiry focused on evacuation environments and the behavior of individuals with disabilities. The most widely applied computational method used to study how effective the built environment facilities emergency evacuations in individuals-based modeling. Current pedestrian evacuation models rarely include individuals with disabilities in their simulated populations due to there being very few empirical studies of the evacuation behavior of individuals with disabilities. As a result, the models do not replicate accurate patterns of pedestrian or evacuation behavior of a heterogeneous population, which results in the evacuation …


Prestress Losses And Temperature Effects On A Deck Bulb Tee Girder Bridge, Phillip Powelson May 2017

Prestress Losses And Temperature Effects On A Deck Bulb Tee Girder Bridge, Phillip Powelson

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The Utah Transportation Center (UTC), in partnership with the Mountain Plains Consortium (MPC), sponsored a study to investigate the differences in prestress losses and temperature gradients in a concrete deck bulb tee girder bridge. The Millville Bridge was built as an access point to the Ridgeline High School in Millville, Utah. The bridge was built in 2016 and presently supports two lanes of traffic.

Changes in prestress were measured with a total of 16 vibrating wire strain gauges located at four cross-sections. Temperature gradients were measured with a total of 50 thermocouples located at five cross-section locations, four of which …


Expert Consensus On Barriers To College And University Online Education For Students With Blindness And Low Vision, Sachin D. Pavithran May 2017

Expert Consensus On Barriers To College And University Online Education For Students With Blindness And Low Vision, Sachin D. Pavithran

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The availability of online college and university courses have continued to grow, offering opportunities for education to students that may find attending in a regular classroom difficult, if not impossible. The number of students with disabilities enrolling in online courses is also growing. However, because of the mode of delivery (via computer/internet), blind and low vision college and university students can find it difficult to participate fully in an online course if it is not designed with accessibility in mind. Education is directly related to blind and low vision individuals becoming fully employed and independent. Blind and low vision college …


(Uranium-Thorium)/Helium Thermochronologic Constraints On Secondary Iron-Oxide Mineralization In Southwestern New Mexico, Michael Channer May 2017

(Uranium-Thorium)/Helium Thermochronologic Constraints On Secondary Iron-Oxide Mineralization In Southwestern New Mexico, Michael Channer

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Southwestern New Mexico experienced protracted volcanism from ~60 Ma to 500 ka and associated epithermal mineralization. We apply hematite (U-Th)/He (hematite He) thermochronology to fracture-hosted hematite in the Lordsburg Mining District to resolve the timing of mineralization related to hydrothermal fluid circulation. We interpret hematite He dates with integrated field and structural observations, scanning electron microscopy to characterize hematite texture and grain size distribution, and zircon U-Pb and zircon (U-Th)/He (zircon He) chronology to constrain the timing of host rock formation and the ambient low-temperature thermal history, respectively. Undeformed hematite fills fractures cut a brecciated rhyolite and preserve open voids. …


Impact Of Antidementia Medications On Neuropsychiatric Symptoms And Informal Costs Of Caregiving In Dementia, Stephanie Behrens May 2017

Impact Of Antidementia Medications On Neuropsychiatric Symptoms And Informal Costs Of Caregiving In Dementia, Stephanie Behrens

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Dementia-related diseases are progressive neurological disorders that can affect a person’s cognition and functional abilities, and also result in mental health symptoms commonly called neuropsychiatric symptoms (NPS). To date, the most common pharmacological treatments for dementia, “antidementia” medications, delay the progression of the cognitive and functional symptoms of the condition. Studies of the effects of antidementia medications on NPS show varying results. Presence of NPS can also affect the amount of time caregivers provide care with persons with dementia, which can affect informal costs of the condition. This project used extant data from the longitudinal, population-based Cache County Study on …


Multifunctional Reconfigurable Antennas And Arrays Operating At 60 Ghz Band, Abdurazag Mohamed Khalat May 2017

Multifunctional Reconfigurable Antennas And Arrays Operating At 60 Ghz Band, Abdurazag Mohamed Khalat

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

In this digital era, the demand for faster, reliable, and adaptive wireless communication systems is increasing. Various factors can affect the signal propagation in the wireless medium, such as weather, broadcast environment, physical obstructions, etc. This study aims to improve the antenna performance by means of dynamically altering its properties so that it can adapt to different environments and communication scenarios. This study is not resorting in a traditional antenna design, but rather explores an alternative approach known as the multifunctional reconfigurable antennas (MRAs). Unlike its predecessor, i.e., legacy antennas, MRAs can dynamically change its operation frequency, radiation pattern, and …


An Exploratory Study Of Fifth-Grade Students’ Reasoning About The Relationship Between Fractions And Decimals When Using Number Line-Based Virtual Manipulatives, Scott Smith May 2017

An Exploratory Study Of Fifth-Grade Students’ Reasoning About The Relationship Between Fractions And Decimals When Using Number Line-Based Virtual Manipulatives, Scott Smith

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Understanding the relationship between fractions and decimals is an important step in developing an overall understanding of rational numbers. Research has demonstrated the feasibility of technology in the form of virtual manipulatives for facilitating students’ meaningful understanding of rational number concepts. This exploratory dissertation study was conducted for the two closely related purposes: first, to investigate a sample of fifth-grade students’ reasoning regarding the relationship between fractions and decimals for fractions with terminating decimal representations while using virtual manipulative incorporating parallel number lines; second, to investigate the affordances of the virtual manipulatives for supporting the students’ reasoning about the decimal-fraction …


Short And Long-Term Structural Health Monitoring Of Highway Bridges, Navid Zolghadri May 2017

Short And Long-Term Structural Health Monitoring Of Highway Bridges, Navid Zolghadri

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Structural Health Monitoring (SHM) is a promising tool for condition assessment of bridge structures. SHM of bridges can be performed for different purposes in long or short-term. A few aspects of short- and long-term monitoring of highway bridges are addressed in this research.

Without quantifying environmental effects, applying vibration-based damage detection techniques may result in false damage identification. As part of a long-term monitoring project, the effect of temperature on vibrational characteristics of two continuously monitored bridges are studied. Natural frequencies of the structures are identified from ambient vibration data using the Natural Excitation Technique (NExT) along with the Eigen …


Intentional Mentoring Through 4-H: The Role Of 4-H In A Successful Mentoring Program Between Youth And Adults, Emily Ann Shepperd May 2017

Intentional Mentoring Through 4-H: The Role Of 4-H In A Successful Mentoring Program Between Youth And Adults, Emily Ann Shepperd

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

4-H Youth and Families with Promise (4-H YFP) is a one to one youth mentoring program that aims to help youth obtain skills that will help them to be successful. The purpose of this research was to determine if any positive outcomes were shown of youth participating in 4-H YFP. Positive outcomes were identified as peer social competence, greater ability to make positive choices, the development of effective communication skills, building connections, and contributing to the community. Results show that these outcomes positively increased among youth participants in the 4-H YFP program- but the changes were too small to be …


Teacher Perceptions Of Factors Influencing Technology Integration In K-12 Schools, Clarence W. M. Ames May 2017

Teacher Perceptions Of Factors Influencing Technology Integration In K-12 Schools, Clarence W. M. Ames

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Advancements in technology often make life easier, make processes easier, and increase efficiency. While this is true as much in the public school system as it is in other aspects of life, technology integration initiatives often struggle in K-12 schools. In its first year of implementation, one statewide technology initiative targeting personalized learning for mathematics resulted in significantly improved proficiency in mathematics for students with high technology usage, but over 90% of students had low usage. This year, which is year two of the initiative, I went into some of the classrooms in the Junior High with the highest technology …


A Dynamic Measure Of Morphological Awareness In Young Children, Frances Elizabeth Gibson May 2017

A Dynamic Measure Of Morphological Awareness In Young Children, Frances Elizabeth Gibson

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Although sound awareness has been proven critical for skilled literacy development, further investigation is needed to examine additional factors that could also be critical. Awareness of meaning or morphological awareness is an additional factor that could impact literacy development. Although morphological awareness is mastered early in spoken language, little is known in regard to this skill in other language and literacy contexts. This study investigated the validity of a dynamic measure of morphological awareness (DMMA) in young children. Seventy-eight first-grade children completed a language and literacy battery. Morphological awareness was assessed using both a standardized and an experimental measure comprised …


Murder Becomes Her: Media Representations Of Murderous Women In America From 1890-1920, Emily M. Crumpton May 2017

Murder Becomes Her: Media Representations Of Murderous Women In America From 1890-1920, Emily M. Crumpton

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

This thesis explores the relationship between the media, murderous women, and the concept of separate spheres. Murderous women challenged established gender norms. They did not conform to the societal expectations of their gender, therefore, they were not considered “normal.” As such, women like Alice Mitchell, Jane Toppan, and Amy Archer Gilligan became objects of media, medical, and public curiosity. As defined by medical science and society, newspapers policed the boundaries of “normality” by sensationalizing the lives, actions, and trials of deadly damsels. Newspaper coverage of murderous women reminded the public of the consequences of “abnormality” and non-conformity. This thesis argues …


Examining The Effects Of A Strength-Based Therapeutic Assessment Process On Students’ Perceptions Of Teacher-Student Relationship, Hope, And Academic Competence, Teresa A. Duszlak May 2017

Examining The Effects Of A Strength-Based Therapeutic Assessment Process On Students’ Perceptions Of Teacher-Student Relationship, Hope, And Academic Competence, Teresa A. Duszlak

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

One major purpose of school-based assessment approaches is to identify ways to intervene to promote positive school academic, social and well-being outcomes for all students. Although schools traditionally use assessment tools to identify students’ weaknesses and needs, they can also use strength-based assessment tools to guide intervention planning and to validate students’ and teachers’ positive views of student skills and characteristics. Sharing these strengths and how to use them may enhance a student’s perception of the teacher-student relationship, hope and academic competence. Likewise, a second approach to assessment, called Therapeutic Assessment (TA), has yielded similar child outcomes for youth in …


Foraging Ecology Of Mountain Lions In The Sierra National Forest, California, Bradley C. Nichols May 2017

Foraging Ecology Of Mountain Lions In The Sierra National Forest, California, Bradley C. Nichols

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

We conducted this research to gain insight into mountain lion (Puma concolor) prey composition in the Sierra National Forest of California. Managers in the region are concerned with both causes of declines and inability to increase fisher (Pekania pennanti) populations. Research has shown that mountain lions are a threat to fishers due to direct predation of this forest specialist. We radio-collared 5 adult mountain lions in order to determine prey composition and kill rates. As expected, mountain lions selected primarily for mule deer (Odocoileus hemionus). However we did detect other prey such as gray …


Nonlinear Photothermal Radiometry And Its Applications To Pyrometry And Thermal Property Measurements, Austin Drew Fleming May 2017

Nonlinear Photothermal Radiometry And Its Applications To Pyrometry And Thermal Property Measurements, Austin Drew Fleming

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Accurate temperature and thermal property measurements are critical for the modeling and prediction of heat transfer. In many industries thermal management is a limiting factor of performance, and rely on advanced modeling techniques to develop and design methods to better manage thermal energy. This study expands the thermal property and pyrometry measurement capabilities by developing three new techniques based on thermal emission’s nonlinear dependence on temperature.


Sclerocactus Wetlandicus: Habitat Characterization, Seed Germination And Mycorrhizal Analysis, Kourtney T. Harding May 2017

Sclerocactus Wetlandicus: Habitat Characterization, Seed Germination And Mycorrhizal Analysis, Kourtney T. Harding

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The Uinta Basin hookless cactus (Sclerocactus wetlandicus) is a threatened species native to Eastern Utah. The cactus is found in a landscape highly disturbed by non-renewable energy production. To understand the environmental conditions that support natural growth of this cactus, we asked what types of plants were present in the same areas as the cactus, and if the types of plants were different in environments that were disturbed. From our assessment, we determined that the types of plants present in disturbed areas were drastically different from those present in undisturbed locations. Areas previously used for energy production are …


Essays On The Economics Of Energy And Transportation, Ryan N. Barnes May 2017

Essays On The Economics Of Energy And Transportation, Ryan N. Barnes

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The Washington State Department of Transportation (WSDOT) is responsible for planning, operating, and maintaining a highway network consisting of over 18,500 lane-miles of highway. In recent years the growing uncertainty about oil prices and availability has made long-range transportation planning even more challenging. Rather than relying on trend extrapolation, this study uses market mechanisms to shed light on key long-range transportation planning assumptions. In particular, this study was conducted to help WSDOT assess the likelihood that natural gas will substitute for petroleum fuels and estimate the impacts that changes in fuel prices will have on natural gas vehicle demand, fuel …