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2023

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Repeat Recall Test Literature Review, Carson Wolfe Jan 2023

Repeat Recall Test Literature Review, Carson Wolfe

Williams Honors College, Honors Research Projects

The Repeat Recall Test was created to assess a patient’s repeat, recall, tolerance, and effortfulness in communicating in different noise environments. This is important to audiology because there has never been a test that claims to assess these attributes all at once in a way that is realistic and efficient. For my project, I will be researching and writing a literature review on the Repeat Recall Test. Additionally, I will obtain a copy of the test and administer it to myself.

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Access To Prenatal Care And Mental Health In Pregnant Women During Covid-19: A Systematic Review, Chloe Feezel, Marin Kahoun, Kaija Kunttu Jan 2023

Access To Prenatal Care And Mental Health In Pregnant Women During Covid-19: A Systematic Review, Chloe Feezel, Marin Kahoun, Kaija Kunttu

Williams Honors College, Honors Research Projects

COVID-19 affected the world in many ways. Pregnant women were greatly impacted by a change in their access to prenatal care, from in-person care to telehealth methods, and social support being limited by social isolation. Compared with prevalence of anxiety and depression in pregnant women pre-COVID-19, pregnant women during COVID-19 reported higher levels of anxiety and depression symptoms due to the stress of circumstantial changes. The purpose of this systematic review is to review and critically appraise the evidence about access to prenatal care and mental health in pregnant women during the COVID-19 pandemic. The following PICOT formatted question will …

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Variation In Ohio Police Response To Mental Health Crises, Brett Dietrich Jan 2023

Variation In Ohio Police Response To Mental Health Crises, Brett Dietrich

Williams Honors College, Honors Research Projects

The following paper aims to identify and explain variation in Ohio police department methods of response to calls for service (CFS) involving mental health crises. Police response to mentally ill or disturbed individuals has become a topic of increased discussion in recent decades. Communities have attempted to bring reform to this area with alternative solutions, including specially trained police officers, co-response with social workers, or community-based response teams. Geographic and demographic factors such as police department size, population served, and availability of mental health resources impact how communities and police departments approach this issue. This paper consists of a literature …

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Age And Its Effect On Drug Addiction Treatment, Skylar Haberman Jan 2023

Age And Its Effect On Drug Addiction Treatment, Skylar Haberman

Williams Honors College, Honors Research Projects

Substance use disorders and addiction have become increasingly serious problems in the United States. Diseases of this nature revolve around problematic patterns of substance use and abuse of alcohol, illicit drugs, prescription drugs, and over-the-counter medications. Substance use disorders are not limited to a certain demographic, which makes treatment of these illnesses complicated and multifaceted (Argyriou et al., 2017). This review paper will focus on age-related effects on substance use, and how age is consequential to the effectiveness of drug addiction treatment. The literature review focuses on the onset and progression of substance use disorders and treatment for these disorders …

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A Qualitative Analysis Of Construct Measurement Techniques Used In Industrial/Organizational Research, Benjamin Michael, Andrea F. Snell, Katie Rosneck Jan 2023

A Qualitative Analysis Of Construct Measurement Techniques Used In Industrial/Organizational Research, Benjamin Michael, Andrea F. Snell, Katie Rosneck

Williams Honors College, Honors Research Projects

This project aims to challenge the appropriateness of the methodological strategies and tools utilized within psychological research. We will look at the types of statistical modeling used and the context in which they are used, such as measurement modeling, confirmatory factor analysis, and bifactor analysis within survey development, as well as the use of psychological constructs such as extraversion and leadership. The objective of this research is to search for and recognize patterns from the content of some of the top journal articles in the field of industrial and organizational psychology. The information gained from analyzing the content of the …

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Factors That Affect The Well-Being Of College Students, Breanna Piorkowski Jan 2023

Factors That Affect The Well-Being Of College Students, Breanna Piorkowski

Williams Honors College, Honors Research Projects

The purpose of this paper was to research the existing literature regarding the factors that affect the well-being of college students and make suggestions for further research. There are a number of factors that contribute to the well-being of students during their time in college. This topic is important to cover in order for colleges to make adaptations to increase their students’ well-being. The factors currently in the literature include involvement, living situation, participation in class, social factors, diets, Internet usage, sleep, individuation from parents, and the Covid-19 pandemic. Each of these factors were found to impact a college student’s …

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Mystic Writers: Religion From A Perspective Of Gender In The Poetry Of St. Teresa Of Avila And St. John Of The Cross, Megan Swope Jan 2023

Mystic Writers: Religion From A Perspective Of Gender In The Poetry Of St. Teresa Of Avila And St. John Of The Cross, Megan Swope

Williams Honors College, Honors Research Projects

Religion and the way in which people approach it is a complicated topic. There are a multitude of ways in which humans experience religion in their lives. Christian mysticism is a type of thought within the Christian religion, and it is evident in the works of two Spanish writers – Teresa of Avila and John of the Cross. These two saints are good examples to study because, as writers and mystics, they worked closely together in the Spanish Catholic Church and had similar religious beliefs. Much of their writings tie into the same Biblical ideas, while their poetry demonstrates a …

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The Relationship Between Trust In Local Police And Perceived Police Legitimacy Among Koreans In The United States, Zermeen Siddigi Jan 2023

The Relationship Between Trust In Local Police And Perceived Police Legitimacy Among Koreans In The United States, Zermeen Siddigi

Williams Honors College, Honors Research Projects

The following study will determine whether Korean Americans’ trust in police positively correlates with perceptions of police legitimacy. This project uses the data collected from surveys given to Korean Americans in the Atlanta, Georgia area. It takes into consideration 128 complete responses collected in September 2022 from Korean Americans, regardless of their immigration status. A regression analysis will be conducted to analyze the relationship between trust in police and perceived police legitimacy among Korean residents while controlling for the demographic factors such as age and gender of the participants. It also controls for other relevant factors including English proficiency, annual …

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The Role Of Symbolic Politics In Shaping Political Attitudes: A Study Of Trump And Biden's Campaign Speeches, Nimra Asif Jan 2023

The Role Of Symbolic Politics In Shaping Political Attitudes: A Study Of Trump And Biden's Campaign Speeches, Nimra Asif

Williams Honors College, Honors Research Projects

In this study, five speeches by Donald Trump and six by Joe Biden were comprehensively analyzed for their symbolic politics on immigration and social issues. The data revealed a consistent trend, with Trump featuring a greater number of mentions in comparison to Biden—66 and 26, respectively. Furthermore, Trump's symbolic politics exhibited a predominantly negative tone, while Biden's approach was predominantly positive. The results of this analysis confirm my hypotheses, highlighting notable disparities in the rhetoric employed by each candidate. Trump amplified a negative outlook on social issues and immigration, whereas Biden strategically mentioned and positively framed these issues. This research …

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Just Go To The Office! An Intersectional Exploration Of The Role Of Race And Gender In Discipline Referral Reasons, Kamilah B. Legette, Yoli Anyon Jan 2023

Just Go To The Office! An Intersectional Exploration Of The Role Of Race And Gender In Discipline Referral Reasons, Kamilah B. Legette, Yoli Anyon

Faculty Research, Scholarly, and Creative Activity

Educators’ differential selection of Black and Latine students for office discipline referrals is a significant driver of inequity in exclusionary outcomes. Using demographic data and discipline records for all students in one large urban school district, we use descriptive statistics and multilevel regression models to consider whether referral reasons are racialized and if these patterns intersect with gender. Our analyses indicate that educators are consistently more likely to refer Black students than White students to the office for several subjective reasons, including habitual disruption, that are purportedly race-neutral but privilege Whiteness. They are less likely to make referrals for Black …

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Shifting Mediates Gendered Racial Microaggressions And Perceived Racism Among Asian American Women, Glenn Gamst, Christine Ma-Kellams, Lawrence S. Meyers, Leticia Arellano-Morales Jan 2023

Shifting Mediates Gendered Racial Microaggressions And Perceived Racism Among Asian American Women, Glenn Gamst, Christine Ma-Kellams, Lawrence S. Meyers, Leticia Arellano-Morales

Faculty Research, Scholarly, and Creative Activity

Introduction: Microaggressive attacks on Asian American women increased during the COVID-19 pandemic. The present study tested whether Asian American women's shifting, a coping strategy employed by some women of color to alter their self-presentation in response to perceived racism, mediated the association between gendered racial microaggressions and self-perceived subtle and blatant racism. Methods: A convenience sample of 253 Asian American adult women completed the gendered racial microaggressions scale for Asian American women (GRMSAAW), the Asian American women's shifting scale (AsAWSS), and the subtle and blatant racism scale for Asian American college students (SABR-A2). Results: Results from a structural equation model …

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Boycotting Vs. Canceling: Exploring Consumer Activism Against Corporations, Erica Buchman Jan 2023

Boycotting Vs. Canceling: Exploring Consumer Activism Against Corporations, Erica Buchman

Student Theses and Dissertations

The purpose of this thesis is to establish the difference between boycotting and canceling a corporation and what compels consumers to act. Consumer activism attempts to hold companies to account when a line, be it arbitrary or rational, is crossed, and these attempts are not always successful. However, when enough social pressure is exerted on a company via boycotting, depending on the wrongful act committed, accountability and change can be possible. I want to determine what some of the factors are that could compel customers to engage in consumer activism or boycott against a corporation and whether a corporation that …

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Comparison Of Machine Learning Methods For Classification Of Alexithymia In Individuals With And Without Autism From Eye-Tracking Data, Furkan Iigin, Megan A. Witherow, Khan M. Iftekharuddin Jan 2023

Comparison Of Machine Learning Methods For Classification Of Alexithymia In Individuals With And Without Autism From Eye-Tracking Data, Furkan Iigin, Megan A. Witherow, Khan M. Iftekharuddin

Electrical & Computer Engineering Faculty Publications

Alexithymia describes a psychological state where individuals struggle with feeling and expressing their emotions. Individuals with alexithymia may also have a more difficult time understanding the emotions of others and may express atypical attention to the eyes when recognizing emotions. This is known to affect individuals with Autism Spectrum Disorder (ASD) differently than neurotypical (NT) individuals. Using a public data set of eye-tracking data from seventy individuals with and without autism who have been assessed for alexithymia, we train multiple traditional machine learning models for alexithymia classification including support vector machines, logistic regression, decision trees, random forest, and multilayer perceptron. …

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Risk Of Position-Based Concussions Among Collegiate Men And Women Soccer Players, Devin Hauenstein Jan 2023

Risk Of Position-Based Concussions Among Collegiate Men And Women Soccer Players, Devin Hauenstein

Cal Poly Humboldt theses and projects

Limiting the incidence of concussions has become a foremost concern among collegiate athletes and coaches. This study aimed to determine if the soccer position played, and minutes played during a game predict the incident of concussion among college soccer players. If concussion risk can be predicted, it may lead to mitigating actions to minimize risks. Data from 208 male and female soccer players from the North Coast Concussion Program (NCCP) were assessed to predict the incidence of concussion based on total minutes played and position(s) played. A logistic regression analysis and predictive modeling technique were used to determine whether the …

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A Test Of Subjective Versus Objective Language Proficiency: An Investigation Of Age Of Acquisition And Exposure In Multilinguals, Anastina B. Steiber Jan 2023

A Test Of Subjective Versus Objective Language Proficiency: An Investigation Of Age Of Acquisition And Exposure In Multilinguals, Anastina B. Steiber

Cal Poly Humboldt theses and projects

This research used the BEST dataset gathered in 2017 by de Bruin and colleagues, which contains information gathered from 650 multilingual participants (435 female, Mage = 25.02) from the Basque Country at the Basque Center on Cognition, Brain and Language (BCBL). Multilingual individuals may have different levels of proficiency in each language they speak, and there are various factors that can influence proficiency. Such factors include the age at which they begin learning a language and how much exposure they have to the language. Proficiency can be assessed both subjectively (personal perception of proficiency) and objectively (observed and/or measured …

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Extremism In America: Explaining Political Extremism Using Uncertainty-Identity Theory, Natasha A. La Vogue Jan 2023

Extremism In America: Explaining Political Extremism Using Uncertainty-Identity Theory, Natasha A. La Vogue

Cal Poly Humboldt theses and projects

Navigating a post-pandemic society, climate-change, political conflict and international wars have become part of most people’s daily existence. These crises are sources of societal and personal uncertainty. An effective method of uncertainty reduction comes from people’s entrenched group memberships (e.g. nation, political party). Unfortunately, groups with extreme norms and ideologies provide rigid structures that aid in uncertainty reduction. From white nationalists to anti-fascists, the political arena is tumultuous to the point of explosion. These eruptions can be violent, even deadly, and are becoming too familiar and recognizable. Extremism poses both international and domestic threats. There is no nation or society …

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Dining Layout Effects On Attendance, Communication, And Happiness In Older Adults, Juliana Lia Bertolucci Jan 2023

Dining Layout Effects On Attendance, Communication, And Happiness In Older Adults, Juliana Lia Bertolucci

Cal Poly Humboldt theses and projects

Our growing national age and the unique challenges presented by the COVID-19 pandemic stress the importance of conducting applied research that identifies effective systems of support for older adults as they age. Behavioral Gerontology is a promising field that applies behavior-analytic procedures to age-related issues. The current behavioral research has primarily focused on older adults in assisted living or nursing homes with major neurocognitive disorders. The current study hopes to add to behavioral gerontological research by applying previous research methods to novel populations. Direct observations were used to examine the effects of manipulating the physical dining layouts on the attendance, …

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Proknow: Process Knowledge For Safety Constrained And Explainable Question Generation For Mental Health Diagnostic Assistance, Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Kalyan, Amit Sheth Jan 2023

Proknow: Process Knowledge For Safety Constrained And Explainable Question Generation For Mental Health Diagnostic Assistance, Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Kalyan, Amit Sheth

Publications

Current Virtual Mental Health Assistants (VMHAs) provide counseling and suggestive care. They refrain from patient diagnostic assistance because of a lack of training on safety-constrained and specialized clinical process knowledge (Pro-Know). In this work, we define ProKnow as an ordered set of information that maps to evidence-based guidelines or categories of conceptual understanding to experts in a domain. We also introduce a new dataset of diagnostic conversations guided by safety constraints and ProKnow that healthcare professionals use (ProKnow-data). We develop a method for natural language question generation (NLG) that collects diagnostic information from the patient interactively (ProKnow-algo). We demonstrate the …

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Acm Web Conference 2023, Usha Lokala, Kaushik Roy, Utkarshani Jaimini, Amit Sheth Jan 2023

Acm Web Conference 2023, Usha Lokala, Kaushik Roy, Utkarshani Jaimini, Amit Sheth

Publications

Improving the performance and explanations of ML algorithms is a priority for adoption by humans in the real world. In critical domains such as healthcare, such technology has significant potential to reduce the burden on humans and considerably reduce manual assessments by providing quality assistance at scale. In today’s data-driven world, artificial intelligence (AI) systems are still experiencing issues with bias, explainability, and human-like reasoning and interpretability. Causal AI is the technique that can reason and make human-like choices making it possible to go beyond narrow Machine learning-based techniques and can be integrated into human decision-making. It also offers intrinsic …

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Tutorial - Shodhguru Labs: Knowledge-Infused Artificial Intelligence For Mental Healthcare, Kaushik Roy Jan 2023

Tutorial - Shodhguru Labs: Knowledge-Infused Artificial Intelligence For Mental Healthcare, Kaushik Roy

Publications

Artificial Intelligence (AI) systems for mental healthcare (MHCare) have been ever-growing after realizing the importance of early interventions for patients with chronic mental health (MH) conditions. Social media (SocMedia) emerged as the go-to platform for supporting patients seeking MHCare. The creation of peer-support groups without social stigma has resulted in patients transitioning from clinical settings to SocMedia supported interactions for quick help. Researchers started exploring SocMedia content in search of cues that showcase correlation or causation between different MH conditions to design better interventional strategies. User-level Classification-based AI systems were designed to leverage diverse SocMedia data from various MH conditions, …

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Tutorial - Shodhguru Labs: Optimization And Hyperparameter Tuning For Neural Networks, Kaushik Roy Jan 2023

Tutorial - Shodhguru Labs: Optimization And Hyperparameter Tuning For Neural Networks, Kaushik Roy

Publications

Neural networks have emerged as a powerful and versatile class of machine learning models, revolutionizing various fields with their ability to learn complex patterns and make accurate predictions. The performance of neural networks depends significantly on the appropriate choice of hyperparameters, which are critical factors governing their architecture, regularization, and optimization techniques. As the demand for high-performance neural networks grows across diverse applications, the need for efficient optimization and hyperparameter tuning methods becomes paramount. This paper presents a comprehensive exploration of optimization strategies and hyperparameter tuning techniques for neural networks. Neural networks have emerged as a powerful and versatile class …

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A Structured Narrative Prompt For Prompting Narratives From Large Language Models: Sentiment Assessment Of Chatgpt-Generated Narratives And Real Tweets, Christopher J. Lynch, Erik J. Jensen, Virginia Zamponi, Kevin O'Brien, Erika Frydenlund, Ross Gore Jan 2023

A Structured Narrative Prompt For Prompting Narratives From Large Language Models: Sentiment Assessment Of Chatgpt-Generated Narratives And Real Tweets, Christopher J. Lynch, Erik J. Jensen, Virginia Zamponi, Kevin O'Brien, Erika Frydenlund, Ross Gore

VMASC Publications

Large language models (LLMs) excel in providing natural language responses that sound authoritative, reflect knowledge of the context area, and can present from a range of varied perspectives. Agent-based models and simulations consist of simulated agents that interact within a simulated environment to explore societal, social, and ethical, among other, problems. Simulated agents generate large volumes of data and discerning useful and relevant content is an onerous task. LLMs can help in communicating agents' perspectives on key life events by providing natural language narratives. However, these narratives should be factual, transparent, and reproducible. Therefore, we present a structured narrative prompt …

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Reshaping The Narrative, Crystal Little Owl Jan 2023

Reshaping The Narrative, Crystal Little Owl

Graduate Student Portfolios, Professional Papers, and Capstone Projects

No abstract provided.

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The Commercialization And Imposed Voices Of Femininity In The Summer I Turned Pretty, Danielle Mcclelland Jan 2023

The Commercialization And Imposed Voices Of Femininity In The Summer I Turned Pretty, Danielle Mcclelland

Theses, Dissertations and Culminating Projects

This essay seeks to explore and analyze the novel The Summer I Turned Pretty by Jenny Han. The novel’s ability to maintain relevance as a piece of popular YA literature despite its release over ten years ago makes it an interesting title to study because it demonstrates the concept of a “formulaic text,” which is defined as having, “...simple syntax, frequent repetition, and explicit authorial interpretations” (Smith 31). Additionally, Han’s novel displays the commercialization of femininity and enforces the common heteronormative relationship narrative displayed in this strain of romantic fiction. This essay aims to explore these social phenomena and how …

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Sylvia Plath As A Confessionalist Writer : The Queen Bee, Alexandra Tangarife Jan 2023

Sylvia Plath As A Confessionalist Writer : The Queen Bee, Alexandra Tangarife

Theses, Dissertations and Culminating Projects

Sylvia Plath is a renowned Confessionalist poet from the early-mid 20th century in America. She frequently compares to her predecessor, Robert Lowell, and her friend and colleague, Ann Sexton. Confessionalism was an emotionally authentic form of poetry that split off from prior poetry, such as Modernism. Modernist founder T.S Eliot wrote in his “Tradition and The Individual Talent,” “Poetry is not a turning loose of emotion, but an escape from emotion; it is not the expression of personality, but an escape from personality” (1). Despite this mentality, Confessionalists addressed the elephant in the room: the fragmented and emotionally disturbed nation. …

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A Black Prometheus Among The Gods: Illuminating African American Literary Tradition In Sam Greenlee's The Spook Who Sat By The Door, Kenneth L. Rainey Iii Jan 2023

A Black Prometheus Among The Gods: Illuminating African American Literary Tradition In Sam Greenlee's The Spook Who Sat By The Door, Kenneth L. Rainey Iii

Cal Poly Humboldt theses and projects

In his hard-hitting novel The Spook Who Sat by the Door Sam Greenlee aims to help his target African American audience to succeed and thrive as their true selves with the novel functioning as a guide to resisting the ever-present physical and spiritual threat faced daily. On the one hand the novel functions as a manual for civil uprising, but underneath that surface, Greenlee argues that true African American resistance comes through nurturing self-determination, self-love, and self-esteem. This project also argues that Spook ought to be located closer to the center of the African American literary canon and provides comparisons …

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Indigenous Women In Active Drug Abuse Recovery: An Analysis Of Native And Non-Native Programs, Raquel J. Muñoz Jan 2023

Indigenous Women In Active Drug Abuse Recovery: An Analysis Of Native And Non-Native Programs, Raquel J. Muñoz

Cal Poly Humboldt theses and projects

In general, much has been written on the experiences of prototypical women in drug recovery programs, however there is only a scarcity of research on the experiences of rural women of color in drug recovery programs. Very few Northern American cultures had experience with alcohol before the first wave of European settlers. Responses to intergenerational trauma faced by Native women include substance abuse, depression, anxiety, low self-esteem, suicidal thinking, and more. Due to socioeconomic disadvantages drug and alcohol abuse tends to be a coping mechanism for many Native American women. Drawing on the narratives of ten Indigenous women who are …

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Prototypicality Threat And Intergroup Threat Theory: Support For Blm Using Militant Or Peaceful Language, Jordan C. Mcdowell Jan 2023

Prototypicality Threat And Intergroup Threat Theory: Support For Blm Using Militant Or Peaceful Language, Jordan C. Mcdowell

Cal Poly Humboldt theses and projects

Black Lives Matter (BLM) symbolizes the need to recognize the humanity of Black lives and the systemic discrimination contributing to the murders of unarmed Black Americans at the hands of police. While there were some white Americans who participated in the demonstrations during the summer of 2020, there was also significant opposition (Astor, 2020). . The current work seeks to contribute to existing social identity literature by examining how subtle racist rhetoric in the media, combined with a threat to the white American identity (prototypicality threat) may impact support for BLM. To address these hypotheses, white participants will be recruited …

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Investigating Tribal Co-Management Of Caifornia’S Public Lands, Zachary Joseph Erickson Jan 2023

Investigating Tribal Co-Management Of Caifornia’S Public Lands, Zachary Joseph Erickson

Cal Poly Humboldt theses and projects

Collaborative management with Indigenous groups is becoming increasingly common as many Indigenous communities continue to assert their inherent rights to self-determination. Due to the removal from and dispossession of lands, tribes often rely on access to public properties for various uses including ceremonies and gathering of culturally important plants. Some believe that the absence of indigenous involvement has also led to a decline in both the quality and abundance of culturally important resources, as well as limited the intergenerational transfer of traditional ecological knowledge, or TEK. There is increasing momentum toward re-engaging tribes as stewards of their ancestral lands through …

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College Students' Autonomy, Self-Regulation, And Academic Self-Efficacy During Covid-19, Madelynne J. Avila Jan 2023

College Students' Autonomy, Self-Regulation, And Academic Self-Efficacy During Covid-19, Madelynne J. Avila

Cal Poly Humboldt theses and projects

The Coronavirus disease 2019 (COVID-19) forced college students to endure challenges that were unusual in the typical university environment. As self-determination theory, self-regulated learning theory, and social cognitive theory would suggest, college students’ need for satisfaction of autonomy and the ability to apply self-regulation may have been neglected due to COVID-related stressors (SDT; Ryan & Deci, 2000; SRLT; Zimmerman, 2012; SCT; Bandura, 2005). College students from a university (N = 94) participated in an online survey regarding their autonomy, self-regulated learning abilities, academic self-efficacy, and COVID-related stress. Using a moderated mediation model, the current study predicted that self-regulated learning …

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