Digital Commons Network^™

Examining Contributing Factors To Poor Mental Health Among College Students: A Guide To Student Mental Health Resources, Kora Dutton

Williams Honors College, Honors Research Projects

Among college students, poor mental health is an issue that continues to progress. In this literature review, contributing factors to mental health conditions of college students are examined. These factors include financial burden and living standards, violence, substance use, pandemics, and health crises. After the initial onset of a mental illness, the risk for other negative consequences increases. Students with mental illness are less likely to graduate, more likely to develop substance use disorder, and are at an increased risk for other mental health comorbidities and suicide. As poor mental health among college students persists, more accessibility to resources is …

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.

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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …

Reshaping The Narrative, Crystal Little Owl

Graduate Student Portfolios, Professional Papers, and Capstone Projects

No abstract provided.

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 …

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 …

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 …

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 …

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 …

Negative Social Media And Its Influence On Athlete's Performance, Bernd R. Huber

Cal Poly Humboldt theses and projects

This study aimed to investigate the potential impact of negative social media content on athletes' cortisol levels and subsequent performance. The study focused on the change in cortisol levels and differences in free throw performance, based on previous research findings. We hypothesized that negative social media postings would increase the stress experienced by student-athletes, resulting in elevated cortisol levels and decreased performance. Additionally, participants (n = 8) completed a questionnaire to examine the interaction between preexisting fear and the biological stress response. Contrary to expectations, there was no significant change in stress response, and negative postings did not have …

Examining Educator Burnout And Classroom Outcomes As Correlates To Teaching Pyramid Implementation, April N. Frazer

Cal Poly Humboldt theses and projects

The Teaching Pyramid is a research-based socio-emotional framework created for implementation in early childhood education programs. It is designed to support children’s socio-emotional development and decrease persistent challenging behaviors. Challenging child behaviors have been linked to early educator stress. Job stressors in early childhood educators have been previously linked to educator burnout.

This study examined fidelity of implementation of the Teaching Pyramid framework as well as experience being trained and coached on the framework in 21 early childhood educators. It evaluated how these variables correlated with educator burnout, children’s socio-emotional development, and observed quality of care in nine Head Start …

Toward Real-Time, Robust Wearable Sensor Fall Detection Using Deep Learning Methods: A Feasibility Study, Haben Yhdego, Christopher Paolini, Michel Audette

Electrical & Computer Engineering Faculty Publications

Real-time fall detection using a wearable sensor remains a challenging problem due to high gait variability. Furthermore, finding the type of sensor to use and the optimal location of the sensors are also essential factors for real-time fall-detection systems. This work presents real-time fall-detection methods using deep learning models. Early detection of falls, followed by pneumatic protection, is one of the most effective means of ensuring the safety of the elderly. First, we developed and compared different data-segmentation techniques for sliding windows. Next, we implemented various techniques to balance the datasets because collecting fall datasets in the real-time setting has …

Technology Adoption Of Computer-Aided Instruction In Healthcare: A Structured Review, Queenie Kate Cabanilla, Frevy Teofilo-Orencia, Rentor Cafino, Armando T. Isla Jr., Jehan Grace Maglaya, Xavier-Lewis Palmer, Lucas Potter, Dave E. Marcial, Lemuel Clark Velasco

Electrical & Computer Engineering Faculty Publications

Computer-Aided Instruction (CAI) is one of the interactive teaching methods that electronically presents instructional resources and enhances learner performance. In health settings, using CAI is one of the important ways to improve learners' knowledge and usefulness in their healthcare specialization yet there is still a lack of research that offers a comprehensive synthesis of investigating into the adoption of CAI in healthcare. This research aims to provide a comprehensive review of related literatures on the enablers and barriers for technology adoption of CAI in healthcare. 31 journals were analyzed and revealed that several studies were utilizing the Unified Theory of …

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. …

Social-Engineering, Bio-Economies, And Nation-State Ontological Security: A Commentary, Brandon Griffin, Keitavius Alexander, Xavier-Lewis Palmer, Lucas Potter

Electrical & Computer Engineering Faculty Publications

Biocybersecurity is an evolving discipline that aims to identify the gaps and risks associated with the convergence of Biology (the science of life and living organisms) and cybersecurity (the science, study, and theory of cyberspace and cybernetics) to protect the bioeconomy. The biological industries’ increased reliance on digitization, automation, and computing power has resulted in benefits for the scientific community, it has simultaneously multiplied the risk factors associated with industrial espionage and the protection of data both commercial and proprietary. The sensitive and potentially destructive power of this data and its access inherently poses a risk to the national and …

Reward Sensitivity Predicts The Response To Cognitive Behavioral Therapy For Children With Autism And Anxiety, Matthew J Hollocks, Jeffrey J Wood, Eric A Storch, An-Chuen Cho, Connor M Kerns, Philip C Kendall

Faculty, Staff and Students Publications

Objective: Cognitive-behavioral therapy (CBT) is an effective treatment for anxiety in youth with autism spectrum disorder (ASD). However, research has yet to examine what cognitive characteristics may influence treatment response. The current study investigated decision-making ability and social cognition as potential (a) predictors of differential treatment response to two versions of CBT and (b) moderators of the effect of treatment condition.

Method: The study included 148 children (mean age = 9.8 years) with interfering anxiety and a diagnosis of ASD who were enrolled in a randomized clinical trial comparing two versions of CBT for anxiety (standard and adapted for ASD). …

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 …

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 …

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 …

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, …

Protocol For The Promoting Resilience In Stress Management (Prism) Intervention: A Multi-Site Randomized Controlled Trial For Adolescents With Type 1 Diabetes, Maeve B O'Donnell, Samantha R Scott, Britney M Ellisor, Viena T Cao, Chuan Zhou, Miranda C Bradford, Catherine Pihoker, Daniel J Desalvo, Faisal S Malik, Marisa E Hilliard, Abby R Rosenberg, Joyce P Yi-Frazier

Faculty, Staff and Students Publications

BACKGROUND: Adolescents with type 1 diabetes (T1D) are at high risk for elevated diabetes distress, which greatly impacts diabetes management, glycemic outcomes and overall quality of life. Developing protective skills and "resilience resources" to navigate adversity and manage diabetes distress has high potential to help adolescents with T1D achieve optimal behavioral, psychological, and health outcomes. The "Promoting Resilience in Stress Management" (PRISM) program is a manualized, brief, skills-based intervention delivered over 6 months via two 45-60 min one-on-one sessions and a family meeting with a PRISM coach, and supplemented by booster calls and a digital app. This trial (PRISM versus …

Participant Perceptions Of Changes In Psychosocial Domains Following Participation In An Adaptive Deep Brain Stimulation Trial, Amanda R Merner, Kristin Kostick-Quenet, Tiffany A Campbell, Michelle T Pham, Clarissa E Sanchez, Laura Torgerson, Jill Robinson, Stacey Pereira, Simon Outram, Barbara A Koenig, Philip A Starr, Aysegul Gunduz, Kelly D Foote, Michael S Okun, Wayne Goodman, Amy L Mcguire, Peter Zuk, Gabriel Lázaro-Muñoz

Faculty, Staff and Students Publications

BACKGROUND: There has been substantial controversy in the neuroethics literature regarding the extent to which deep brain stimulation (DBS) impacts dimensions of personality, mood, and behavior.

OBJECTIVE/HYPOTHESIS: Despite extensive debate in the theoretical literature, there remains a paucity of empirical data available to support or refute claims related to the psychosocial changes following DBS.

METHODS: A mixed-methods approach was used to examine the perspectives of patients who underwent DBS regarding changes to their personality, authenticity, autonomy, risk-taking, and overall quality of life.

RESULTS: Patients (n = 21) who were enrolled in adaptive DBS trials for Parkinson's disease, essential tremor, obsessive-compulsive …