Digital Commons Network^™

Identifying Early Warning Signs Of Construction Labor Shortages, Ahmed Shiha, Islam H. El-Adaway

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Construction labor shortages constrain project-level objectives and national development plans. The goal of this study is to utilize the lagged effects of macroeconomic conditions as early warning signs of construction labor shortages. To this end, the authors adopted a methodology, encompassing (1) retrieval of publicly available data and preprocessing of construction labor shortage as the target variable and macroeconomic measures as the explanatory variables, (2) identification of short-term associations between shortages and economic cycles using the Granger causality test, (3) examination of long-term relationships between labor shortages and economic conditions using the Johansen cointegration test, and (4) estimation of the …

Forecasting State-Level Construction Labor Earnings For Enhanced Project Cost Control: An Econometric And Deep-Learning Analysis Of The Leading Economic Indicators, Ahmed Shiha, Islam H. El-Adaway

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

As a major input to several work packages, the labor element constitutes a critical component for successful performance of construction projects. Localized labor shortages, fundamental changes in prevailing wage laws, and historical shifts in the unionization rates of construction workers impair the adequate estimation of construction labor costs in diverse labor market dynamics. Meanwhile, existing studies have utilized national-level indicators to study the trends of construction labor costs, but the relationship between the multifaceted local economic factors and state-level construction labor costs remains understudied. This paper fills such a knowledge gap. A three-stage methodology is adopted: (1) data collection of …

Aqueous Carbonation Of Steel Slags: A Comparative Study On Mechanisms, Nannan Zhang, Gao Deng, Wenyu Liao, Hongyan Ma, Chuanlin Hu

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

This study investigated the aqueous carbonation mechanisms of three typical steel slags: ladle metallurgy furnace (LMF) slag containing high Al content, electric arc furnace (EAF) slag featuring high Si content and relatively low Al content, and ladle-arc fusion (LAF) slag with medium-Al content. It was found that the carbonation kinetics of the three slags were similar and followed the surface coverage model within the first 6 h of carbonation. Initially, the carbonation process was primarily governed by the reaction product precipitation. After 3 h of carbonation, the process was dominated by mineral dissolution, controlled by the uncovered reactive sites. The …

Hands That Speak, Zoe M. Huxtable

Williams Honors College, Honors Research Projects

For my Honors Project I created Hands That Speak, a visual installation of media in the College of Arts and Sciences on the 3rd floor. I designed this visual installation to introduce the students and staff at the University of Akron to Deaf culture, ASL (American Sign Language), and the significance that Gallaudet University has in both of those things. The installation brings together my own education in ASL and Deaf culture from the University of Akron, and my personal experience going to Gallaudet University, and puts it into a multimedia visual display that's easy for the community at the …

An In-Depth Review Of Euthanasia-Related Practices, Arguments For/Against Them, And Proposed Solutions For Their Most Glaring Legal/Ethical Problems, Macon Plecha

Williams Honors College, Honors Research Projects

This paper’s goal is to cover the topic of euthanasia-related practices at great length. Terminology, history, and current programs around the world are discussed first, with the last point covering a wide geographical range: Colombia, Japan, Israel, and Africa, to name a few outside of the Western world standard. Arguments for and against euthanasia-related practices are explored. Within these arguments, several pressing legal and ethical issues arise, and the most severe of these are expanded on through the offering of potential solutions: how to handle stand-alone psychiatric cases, how to improve advanced directives and poor reporting rates, and how to …

Morphology And Synaptic Connections Of A T7 Bipolar Cell In Mouse Retina, Lauren Groen

Williams Honors College, Honors Research Projects

This project will aim to identify ribbon outputs and post-synaptic partners of type 7 bipolar cells in a mouse retina. Using the software WebKnossos, a three-dimensional skeleton of three to four type 7 bipolar cells will be traced. Ribbon synapses will then be located along the cells' axon terminals, and the types of cells that are receiving the synaptic output will be identified. The goal of this project is to provide a better understanding of how type 7 bipolar cells interact with other neurons in the inner plexiform layer (IPL) of the retina.

Understanding Tap As A Narrative Form, Jylian R. Haynes

Williams Honors College, Honors Research Projects

I will be researching tap dancing as narrative form. As a tap teacher and member of the dance community, I feel pulled to learn about tap as a narrative form to educated myself and my students, and to inspire my choreography. I will support my research on tap as a narrative form by looking at tap history, technique, and pull from personal experience. As well as writing a research paper, I will create a piece of choreography to showcase my research. The paper and choreographed piece will work adjacently to emphasize the things I learn about tap as …

Exploring The Effects Of Road Salt On Earthworm Species, Alea Mry Koston

Williams Honors College, Honors Research Projects

This study examines the effects of two road salts, sodium chloride (NaCl) and calcium magnesium acetate (CMA), on the health of two earthworm species: Eisenia fetida and Lumbricus terrestris. Over a 4-week period, approximately 168 earthworms were exposed to varying concentrations of either NaCl, CMA, or mixed ratios of both, with a control group included for comparison. The experiment involved monitoring the changes in earthworm weight and measuring their contraction rates to determine physiological responses. Statistical analysis revealed no significant differences in weight or activity between NaCl and CMA treatments for either species. However, higher concentrations of NaCl resulted in …

'God Loves The World' Documentary, Ilona Kitchen

Williams Honors College, Honors Research Projects

The internet is a powerful place. People feel that they can share how they feel with no consequences. Hedviga Tkáčová (2021) argues that negative media portrayals of Christianity contribute to prejudice against Christian university students in Slovakia, which undermines social cohesion and highlights the need for greater support of religious diversity. From memes to viral videos, these digital interactions can feel like a personal attack, exposing how online spaces can betray the trust and faith of the Roman Catholic Church. As a Roman Catholic, I frequently encounter such issues when engaging with content in the media. In public settings, it …

The Impact Of Seasonal Variation On Body Morphology In Temnothorax Curvispinosus, Chelsea Kalb

Williams Honors College, Honors Research Projects

This study examines how seasonal variations affect the morphology of Temnothorax curvispinosus (acorn ants) by comparing workers hatched in the spring and in the fall. Colonies will be collected from the Bath Nature Preserve in May and September to represent the different seasonal groups. Morphological traits, such as the head, mesosoma, gaster, antennae, and leg, will be measured using a microscope and an image analysis software. The morphological measurements from each group will then be compared using ANOVA. By exploring how environmental variation influences developmental outcomes in acorn ants, this research contributes to our understanding of phenotypic plasticity and insect …

Pesticide And Pathogen Exposure Causes Idiosyncratic Gene Expression Responses Across Four Diverse North American Bumble Bee Species, Rubén Martín-Blázquez, Sydney A. Cameron, Austin C. Calhoun, James P. Strange, Ben M. Sadd

Faculty Publications – Biological Sciences

Bumble bee (Bombus Latreille) populations of certain species have declined precipitously in North America over several decades. Hypotheses for declines include exposure to the pathogen Nosema bombi and neonicotinoid pesticides. Importantly, populations of some bumble bee species remain stable despite their presumed exposure to these same stressors. We hypothesise that declining and stable species exhibit distinct responses to N. bombi and neonicotinoids, detectable as differential gene expression profiles. To test this, we exposed larvae of Bombus occidentalis (declining) and B. impatiens (stable) to N. bombi and to the neonicotinoid imidacloprid, plus a combination of both. RNA-seq analysis revealed almost …

No Evidence Of Immune Priming In Bumble Bee Hosts Against Novel Exposure To A Honey Bee Virus, Austin Calhoun, Ben M. Sadd

Faculty Publications – Biological Sciences

Ongoing global change presents novel challenges to species persistence, including heightened emerging infectious diseases (EID) exposure. While invertebrates lack vertebrate acquired immunity, many species exhibit “immune priming” with enhanced protection to repeated pathogen exposures. This phenomenon could be critical for species of conservation concern, such as for wild bumble bees, where EID risk is amplified through contact with managed bee pollinators. We investigate the potential for immune priming against the honey bee-derived Israeli Acute Paralysis Virus (IAPV) in Bombus impatiens bumble bees. We test the hypothesis that prior pathogen-associated exposure affords greater resistance and tolerance upon secondary pathogen exposure, due …

Resource Guide To Evidence Based Practices For Children With Autism Spectrum Disorder, Guadalupe Cruz

Cal Poly Humboldt theses and projects

This project seeks to support new teachers who are in their first five years of teaching in the special education field using engaging and visually stimulating infographic tools. Through the analysis and review of evidence-based practices literature and NPDC training. This series of teacher-accessible resources compiles introductory information about 10 most commonly seen Evidence Based practices in the elementary special education settings. Through these resources, the goal is to increase informed decision-making among the IEP team, strengthen teacher confidence, and facilitate EBP implementation in the real-world setting.

Assessment Of The Genetic Population Structure And Extent Of Clonality In A Rare Serpentine Endemic, Lathyrus Biflorus T.W. Nelson & J.P. Nelson (Fabaceae), Using Ddrad Sequencing, Ashley Dickinson

Cal Poly Humboldt theses and projects

Lathyrus biflorus, or the two-flowered pea, is a rare herbaceous perennial restricted to a single population in Northern California. The species is considered critically imperiled but remains unprotected under state or federal endangered species acts. Despite its rarity, little is known about its life history, reproductive biology, or genetic diversity. Using genome-wide reduced representation sequencing, this study aimed to address these gaps by investigating the molecular evidence of clonality, the number and diversity of genets (unique genetic individuals which can be made up of one or many clonal units or ramets), and overall genetic health of the population. My …

Factors Influencing Elk Road Crossing Behavior, Brielle Christine Jaglowski

Cal Poly Humboldt theses and projects

Highways fragment habitat and can impose barriers to wildlife. Installing wildlife crossing systems creates opportunities for safe animal movement, improved human safety, and reduced property damage. Research identifying key zones of connectivity can aid in providing recommendations for locations of these systems and other tools to improve highway safety. Although elk-vehicle collisions occur broadly across northwestern California, factors associated with these highway crossing zones have not been studied in this region. To address this gap in research, the objective of this study was to evaluate how environmental and structural factors influence the probability of elk (Cervus canadensis) crossing US-101 in …

Investigating The Refugial River Mouth Hypothesis: Assessing The Effects Of Low Salinity Conditions On The Microscopic Life Stages Of Nereocystis Luetkeana, Duncan Jackson

Cal Poly Humboldt theses and projects

Populations of Nereocystis luetkeana (bull kelp) have experienced localized extinction events in northern California since 2014 due to multiple stressor events, including the area’s most severe marine heatwave (MHW) to-date. Previous surveys in the region observed that bull kelp recovered and persisted at river mouths following the 2014-2015 MHW, suggesting that river mouths may serve as refugia – the refugial river mouth hypothesis. My study aimed to assess this hypothesis and the long-term stability of these refugia by studying how freshwater influences communities at these sites and bull kelp recruitment. Field surveys of salinity fluctuation and kelp and sea urchin …

Comparison Of The Division And Fairness Of Household Labor Between The 1980s And Early 2000s, Madeline Rose Provins

Cal Poly Humboldt theses and projects

The purpose of this thesis is to examine change in the gendered division of household labor between the 1980s and early 2000s. The division of household labor has historically been inequitable reflecting parallel social hierarchies, power imbalances, and systemic inequalities outside the home.

I used a cohort sample of 1,157 respondents combined from the 1988 Wave 1 of the National Survey of Family and Households (NSFH) and the 2003 Wave 3 to test four hypotheses related to gender and household labor. I found that between 1988 and 2003, the gender gap closed in mean hours a week devoted to indoor …

Grieving In Doorways: A Critical Autoethnographic Exploration Of Embodied Knowledge Amid Shifting Reality And Radical Possibility, Holly Rae

Cal Poly Humboldt theses and projects

This thesis is a critical autoethnographic exploration of embodied knowledge amid shifting reality and radical possibility. Beginning and ending with my own body, I explore how grief, as an embodied companion, offers wisdom and power in moments of profound change. Rooted in a methodology of slowness, rest, walking, and active listening, this work resists the extractive pace of modernity and instead invites building a relationship with grief and discomfort. This research is an experiment in co-creating knowledge with bodies and their intersectionality within systems that would keep us separate from knowing our embodied knowledge. As a location of research for …

Groundwater Pumping Impacts On Stream Depletion In Humboldt County, Ca: Integrating Analytical Models And Field Data, Andy Hans Heise

Cal Poly Humboldt theses and projects

This study addresses the significant concern of stream depletion from groundwater pumping in Humboldt County, CA. The objective of this study is to develop an analytical model for estimating stream depletion and integrating field data into model parameters.

The methodology involved conducting a field study near three operating wells by a stream, installing stream gages upstream and downstream of the wells, and recording pumping rates and schedules for two of the wells. The third well’s pumping data was synthetically generated, for privacy concerns of the well owner. The StreamDepletR package was used for estimating depletion rates in a stream in …

Twice-Exceptionalism And The Complexity Of Supporting Students Who Are Both Gifted And Disabled, River Johnathon Taylor

Cal Poly Humboldt theses and projects

Drawing on ideas from disabilities studies about compulsory able-bodiedness as well as experiences of disability being fluid and context dependent, this study posits that giftedness, just like disability, is a complex multidimensional form of identity that is both context and temporally dependent. Twice-exceptionalism is defined as an identity in which an individual is gifted in at least one domain of human productivity and manifests at least one disability. Students with unique learning needs (students with disabilities, students with giftedness, and students with twice-exceptionalism) face many complex challenges within Humboldt County, California. Twenty-five educators from Humboldt County working across all grade …

Patterns Of Tree Damage And Fuels Around Powerlines In Northern California, Zoe J. Ziegler

Cal Poly Humboldt theses and projects

Rural powerlines are critical for delivering electricity to communities far from urban areas but present a significant hazard when located in forested regions. During strong wind events, tree failure (i.e., broken branches, snapped stems, and windthrow) can bring combustible material in contact with high-voltage lines, causing electrical outages or setting fire to vegetation below the powerline. Additionally, elevated forest fuel loading can increase wildfire rate of spread and intensity, potentially increasing negative ecosystem impacts and decreasing containment capacity during powerline- ignited wildfires. The risks associated with rural electrical infrastructure, tree failure, and elevated fuel loading emphasize the need for improved …

The Masa That Holds Us: Indigenous Epistemologies And The Food We Share, Necahual Gamboa

Cal Poly Humboldt theses and projects

The U.S. higher education system is built on histories and infrastructures of colonization, white supremacy, and western imperialism. Among many of the institutions produced from a history of domination and genocide, the systems of higher education need to shift their focus to decolonial frameworks including Indigenous epistemologies (ways of knowing and being) in order to work toward true reparations between these imperial systems and the Indigenous people they have displaced and disregarded. This project brings these systems into question, but also uses art, prose, and storytelling to better align with what it means or what it could look like to …

Investigating The Role Of Motivation In Open-Label Placebo Responses, Joshua Worthington

Cal Poly Humboldt theses and projects

Placebo effects occur when an individual receives an inactive treatment that should be unable to provide therapeutic benefits but still demonstrates meaningful improvements in health. Open-label placebos extend this phenomenon by providing full disclosure to individuals that they are receiving a placebo, as opposed to traditional placebo treatments that utilize deception. The role of expectancy as a mechanism of change in placebo has received some mixed results in open-label placebo studies. To the author’s knowledge, motivation for change has not been examined in open-label placebo. The current study examined the role of motivation as a mechanism of placebo responses. To …

Jaguar (Panthera Onca) Population Status And Conservation Needs In Panama Revealed Using Spatial Density And Occupancy Models., Rebeca E. Becdach

Cal Poly Humboldt theses and projects

Jaguars (Panthera onca) are key predators and the largest felid in the Americas. The species is listed as near threatened globally due to habitat loss, fragmentation, and human persecution. Their population decline can negatively affect the structure and functioning of the ecosystems they inhabit. Conservation efforts for jaguars and their habitat require understanding jaguar populations and how they are impacted by human presence across their range. This information is lacking in Panama, a critical portion of the Jaguar range. Panama forms a narrow land bridge connecting Central and South America, integral to wildlife movement, including jaguars, across both …

Multi-Grade Classroom Professional Development And Curated Resources, Angie Marshall

Cal Poly Humboldt theses and projects

This project aims to provide educators and administrators with a comprehensive compendium of resources for effectively designing and implementing instruction in multi-grade classrooms. Limited research exists to support teachers who may struggle with the complexities of teaching multiple grade levels within a single classroom setting. Traditionally, educators obtain their teaching credentials, secure employment, and are expected to effectively instruct the students. However, when assigned to a multi-grade classroom, the instructional demands become significantly more intricate and potentially overwhelming.

The objective of this professional development and resource guide is to equip teachers and administrators with a structured resource to enhance the …

Home Range, Habitat Use, And Fall Migration Of Lewis’S Woodpeckers In The Eastern Cascade Range, Oregon, Cameron Piper

Cal Poly Humboldt theses and projects

Lewis’s woodpecker (Melanerpes lewis), a burn specialist, is experiencing range-wide population declines despite increasing fire activity in the western U.S. The White River Wildlife Area in Oregon hosts the state's only year-round population, raising questions about their breeding, habitat use, and migration. In summer 2024, we tracked nine woodpeckers using telemetry to estimate home range size and overlap. Full home ranges averaged 428 ha, with 66 ha core areas, and showed evidence of growing after nesting. Home ranges overlapped extensively (Full: 91 ± 13%; Core: 63 ± 29%), though individuals had distinct areas of intense use. Males had …

“Thanks For The [Land] Acknowledgement, Now What?”: Settler Histories And Decolonial Futures At Cal Poly Humboldt’S Schatz Tree Farm, Sangeeta Sarkar

Cal Poly Humboldt theses and projects

As California’s newest polytechnic university, Cal Poly Humboldt is often lauded for its Indigenous-facing programming and commitments to Indigenous peoples. In recent years, Native American Studies faculty, staff, and students, alongside Indigenous community partners, have led conversations about Cal Poly Humboldt meaningfully supporting tribal sovereignty by returning land to Native nations. As Cutcha Risling Baldy summarized in a research interview, “Thanks for the [land] acknowledgement, now what?” (2024, personal interview). However, though Cal Poly Humboldt has made various land acknowledgements and references to Indigenous peoples in its university policies, conversations about #LandBack have been met with resistance from the university. …

Grade-Band Instructional Framework Using Art Integration As A Social Emotional Learning Tool To Increase Accessibility And Equity For All Learners, Greta Dodson Turney

Cal Poly Humboldt theses and projects

Based on my experiences in education, I endeavored to develop a sustainable grade-band instructional curriculum integrating art as a low-floor, high-ceiling, social-emotional learning tool to increase accessibility and equity for all learners while addressing the need for social interaction to abate the increase in violence, mental health issues, and the feelings many students have that they are unworthy of success. To achieve this framework and promote sustainability, I mapped the curriculum currently available at a rural California school district, identified techniques for teaching three or more grades in one classroom, and I designed a program to cover all standards through …

An Economic And Production Analysis Of Seaweed Farms In California And The Pacific Northwest, Brian Donovan

Cal Poly Humboldt theses and projects

Since the early 2010s, the seaweed aquaculture industry has steadily expanded in the United States, with states like Alaska, Maine, Hawaii, and Connecticut leading the way in the development of this emerging sector. However, information gaps remain concerning certain aspects of the domestic seaweed aquaculture industry. The purpose of this study was to examine the status of the seaweed aquaculture industry along the West Coast of the United States; specifically in the states of California, Oregon, and Washington. Seaweed farmers in these states were invited to voluntarily complete surveys asking important production, economic, and commercial questions regarding their operations. Data …

Uncertainty Reduction As An Underlying Motive For Optimal Distinctiveness, Chad Hinojosa

Cal Poly Humboldt theses and projects

Uncertainty-identity theory and optimal distinctiveness theory posit separate but related motives for social identity. Whereas there has been evidence supporting each theory, little research has investigated the overlap between the two. More specifically, the needs for assimilation (belonging) and differentiation (uniqueness) as postulated by the optimal distinctiveness model may be understood as derivatives of the desire to reduce uncertainty in one’s self and future. In this study, I investigated the overlap between these three motives for social identity by experimentally testing the mediating effect of self-uncertainty on the relationship between the needs posited by optimal distinctiveness and social identity. Participants …