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Understanding The Prevalence Of Mental Health And Behavioral Distress In Transit Assaults And Presenting Targeted Response And Mitigation Methods To Reduce Victimization Trends, Kathleen Moore, Emilie Ellenberg, Melissa Carlson, Jodi Godfrey, Lisa Staes

Mineta Transportation Institute

This research project was performed to better understand the prevalence of mental health and behavioral distress in transit assaults and present corresponding targeted response and mitigation methods to reduce victimization trends. It includes a literature review, a data presentation and overview of reported public transit assault-related events, an examination of the contributing factors to those events, and documentation of 10 transit agency case studies. The literature review discusses some of the misconceptions of mental illness and associated stigmas and discrimination that can occur in response to these misconceptions. It discusses various approaches and strategies that transit agencies have used to …

The Impact Of Vacations On Urban Women's Well-Being From The Perspective Of Feminist Urbanism, Jie Gao, Deborah Kerstetter, Tianfu Wang

Faculty Research, Scholarly, and Creative Activity

Vacations are known to foster well-being outcomes, yet few researchers have accounted for the influence of individual attributes such as gender, residential setting, or cultural context. As a result, there is a noticeable gap in the well-being literature concerning well-being outcomes for female travelers whose subjectivities have been shaped in as well as by their residential environment (urban) and culture. Using qualitative inquiry informed by the feminist urbanism perspective, this study uncovered urban Chinese women's cognitive representations of well-being outcomes from vacations. Findings revealed that vacations provide liberation from cultural constraints, boosting of social bonds and relationship building, enabling reflection …

“I Need This Person’S Support To Have A Career” The Material And Emotional Impacts Of Neoliberalism On Trans Collegians’ Classroom Experiences At A Public University, Justin A. Gutzwa, Robert A. Marx

Faculty Research, Scholarly, and Creative Activity

Neoliberal capitalism has undoubtedly impacted every sphere of public education in the United States. As faculty are pushed towards identity-neutral modalities of instruction, students who identify as transgender, non-binary, or other expansive gender identities (trans) are forced to reckon with implicit and explicit power dynamics in classrooms that prioritize White, cisheteropatriarchal modes of knowledge production in nuanced ways. This qualitative study explores the ways neoliberal capitalism impacts the curricular experiences of trans students by centering the power dynamics they encounter through interactions with their professors and their peers. Findings underscore the pernicious nature of the neoliberalization of higher education in …

Spartan Daily, January 30, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 164, Issue 4

Spartan Daily, January 29, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 164, Issue 3

Is Buddhist View Of Mental States In Consonance With The Foundational Tenets Of Their System?: Investigating Nyāya And Buddhist Debate On Perception In Jayanta Bhatta’S Nyāyamanjari, Ajay K. Verma

Comparative Philosophy

The first noble truth in Buddhism points toward a purely phenomenal experience. Though purely qualitative in nature, the experience of suffering has an existential aspect. As stated in the second noble truth, suffering has a cause that relates to our situatedness in the world. Notwithstanding, the cause of suffering has to be something external to the mental state of suffering itself. Some of the more recent studies on mental states suggest two different positions on the nature of mental states. One may view mental states as self-referential, reflexive and purely qualitative in nature; alternatively, one could view them as transitive …

Walking Through The Aristotelian Lane: Amartya Sen On Rational Choice, Barada Laxmi Panda

Comparative Philosophy

The term ‘rational choice’ has great impact on the life of a rational agent. Rational choice helps the agent to understand her capability of making choice and the intentional involvement for working on a particular aspect considering certain circumstances. At the same time, this creates a lot of dilemmas in terms of understanding the freewill of the agent while being committed for a work. Following this, Amartya Sen’s discussion on this subject seems relevant where Sen very prominently reflects on the point that rational choice involves freedom, rationality, and normativity. These three features are coherent with each other and with …

Epistemic Injustices In Philosophical Practice: African And Western, Michael Omoge

Comparative Philosophy

Arguably, there is a Eurocentric problem in philosophical practice, which, among many other things, has unwarrantedly given Western analytic philosophy an identity power that governs our collective social imagination regarding the ideal philosophy. In this paper, I argue that in both the African and Western philosophical communities, this identity power makes it such that the African analytic philosopher is the victim of different forms of epistemic injustice. In the African community, he is a victim of epistemic withdrawal and epistemic meekness; in the Western community, he is a victim of epistemic gatekeeping. I characterize these forms of epistemic injustice, setting …

The Methodological Problems Of Incorporating Indigenous Philosophy In Collaborative Research, Luthonliu Gangmei, P. Milan Khangamcha

Comparative Philosophy

This paper addresses the methodological challenges inherent in collaborative research endeavours focused on the development of Indigenous philosophy. It argues that these challenges persist due to a lack of recognition of the autonomy and intrinsic philosophical value of ethno-philosophy or Indigenous philosophy. Despite the United Nations acknowledging the significance of indigenous worldviews and their philosophical underpinnings, they are still yet to be fully integrated into the global knowledge domain. The paper highlights the tendency to view indigenous philosophy solely as a cultural asset of indigenous peoples rather than recognizing its broader philosophical relevance. It identifies this as a critical interdisciplinary …

Epicurus And The Buddha On Desire, Andrew Alwood

Comparative Philosophy

The philosophies of Epicurus and the Buddha aim to free us from suffering by helping us to recognize how ignorance and delusion lead us to pursue harmful desires. Since the problem lies in our attitudes, the solution is to change our attitudes. Like doctors healing the sick, they offer therapeutic practical advice, to remove the groundless opinions and the unhealthy desires that cause suffering. Although various misconceptions may lead us to conceive of these two thinkers as quite different with respect to values and ethics, there are remarkable similarities. Indeed, their practical advice for how to live has the same …

In Touch With Those In Need: How Touchscreen Devices Lead Consumers To Support Social Causes, Aekyoung Kim, Hyojin Lee, Saerom Lee

Faculty Research, Scholarly, and Creative Activity

As consumers are increasingly using touchscreen devices (e.g., tablets or smartphones) when exposed to various marketing messages, this research explores how touchscreen devices alter consumer reactions to social cause marketing. This research shows that using touchscreen (vs. nontouchscreen) devices while viewing online charity ads featuring human victims increases consumers’ support for the advertised social causes. Four studies demonstrate this effect by examining consumers’ social media activities, donation intentions, and actual donations in field and lab settings. Mediation analysis reveals that using touchscreen (vs. nontouchscreen) devices enhances consumer support through increased empathy for the victims featured in charity ads. Together, this …

Differential Encoding Of Mammalian Proprioception By Voltage-Gated Sodium Channels, Cyrrus M. Espino, Chetan Nagaraja, Serena Ortiz, Jacquelyn R. Dayton, Akash R. Murali, Yanki Ma, Emari L. Mann, Snigdha Garlapalli, Ross P. Wohlgemuth, Sarah E. Brashear, Lucas R. Smith, Katherine A. Wilkinson, Theanne N. Griffith

Faculty Research, Scholarly, and Creative Activity

Animals requiring purposeful movement for survival are endowed with mechanoreceptors, called proprioceptors, that provide essential sensory feedback from muscles and joints to spinal cord circuits, which modulates motor output. Despite the essential nature of proprioceptive signaling in daily life, the mechanisms governing proprioceptor activity are poorly understood. Here, we identified nonredundant roles for two voltage-gated sodium channels (NaVs), NaV1.1 and NaV1.6, in mammalian proprioception. Deletion of NaV1.6 in somatosensory neurons (NaV1.6cKO mice) causes severe motor deficits accompanied by loss of proprioceptive transmission, which contrasts with our previous findings using similar mouse models to target NaV1.1 (NaV1.1cKO). In NaV1.6cKO animals, we …

Science, Physiology, And Nutrition For The Nonscientist, Judi S. Morrill

Open Educational Resources

A wonderful blend of physiology, nutrition, biochemistry, genetics, biology, evolution, chemistry--what we all need to know as informed citizens. A basic knowledge of the life sciences and how our bodies work--to promote our own good health, especially as we're bombarded with misleading advertisements, soundbites, and the like. DNA fingerprinting, calorie requirements, dietary advice, genetic engineering (including gene editing with CRISPR cas9)--all in an easy-to understand book.

Realities Of Nutrition, Judi S. Morrill

Open Educational Resources

What Is Nutrition Reality? Is it in the advertising claims that a food is natural or supplies instant energy? Is it in the myriad of dietary supplements? Is it in the diet plans for instant weight loss and glowing health? The only way to find out is to learn the basic principles of nutrition science, so you can be your own nutrition expert. Here is the true introduction to nutrition that you will read with pleasure and real understanding. It will free you from dependence on popular sources of information - often misinformation - so you can distinguish illusion from …

Toward Strategy Identification And Subtask Decomposition In Task Exploration, Tom Odem

Master's Projects

This research builds on work in anticipatory human-machine interaction, a subfield of human-machine interaction where machines can facilitate advantageous interactions by anticipating a user’s future state. The aim of this research is to further a machine’s understanding of user knowledge, skill, and behavior in pursuit of implicit coordination. A task explorer pipeline was developed that uses clustering techniques, paired with factor analysis and string edit distance, to automatically identify key global and local strategies that are used to complete tasks. Global strategies identify generalized sets of actions used to complete tasks, while local strategies identify sequences that used those sets …

Application Of Root Cause Analysis For Fall Prevention: A Quality Improvement Initiative For Older Adults In A Skilled Nursing And Long-Term Care Facility, Terrence Ranjo

Doctoral Projects

Falls in older adults are common and often have severe outcomes. They are the leading cause of fatal and non-fatal injuries among people aged 65 and older and continue to increase. Half of residents in nursing facilities fall annually, and one in every ten falls will lead to a severe injury. Federal regulations like the Centers for Medicare and Medicaid Services require long-term care (LTC) facilities to incorporate quality assurance performance improvement initiatives to address identified quality concerns in LTC facilities. Root cause analysis (RCA) can help clinicians identify several root causes of falls and guide clinicians in developing personalized …

Advocating For The Field Of Occupational Therapy Among High School Students, Linda Crabtree

Doctoral Projects

The field of occupational therapy (OT) is a healthcare field that is impactful on the lives of many individuals however there is currently a lack of awareness of the field of OT due to a lack of knowledge of and interest in OT among healthcare providers and the public (Richards and Valleé, 2020). The Aim of Research. The purpose of this project is to advocate for the field of OT and assess if an introductory presentation and hands-on lab about OT’s scope can improve the interest in OT among high school students in both rural and urban environments. Methods. The …

Detecting Ai-Generated News Articles Using Unsupervised Machine Learning Algorithms, Lilou Sicard-Noel

Master's Projects

The widespread adoption of Large Language Models (LLMs) has revolutionized text generation and heightened concerns over misinformation and the erosion of journalistic integrity. Detecting AI-generated text is critical to addressing these challenges, yet current detection methods face adaptability, scalability, and accuracy limitations. This research paper uses machine-learning techniques to explore the classification of human and AI-generated articles, including a mix of human and AI-written content. The primary focus is on evaluating the effectiveness of clustering algorithms (K-Means and Agglomerative Clustering), auto-encoders, and Part-Of- Speech Tag Transition Matrix Log-Likelihood for distinguishing between AI-generated and human-written texts. Our findings reveal that while …

An Evidence-Based Approach To Predicting Pancreatic Ductal Adenocarcinoma, Surya Teja Nalluri

Master's Projects

Pancreatic ductal adenocarcinoma (PDAC) is a complex disease with hidden clinical indicators, so a reliable diagnosis of PDAC requires high precision and sophisticated analysis. Traditional probabilistic methods often rely on making unwarranted assumptions or undesirable approximations about probabilistic estimates, limiting their ability to provide the precision needed for correct diagnosis and treatment planning. In contrast, Dempster–Shafer Theory offers a formal framework for integrating uncertain and potentially conflicting evidence. This makes it well-suited for analyzing incomplete and ambiguous data typically associated with PDAC. By employing an evidential reasoning (ER) model based on Dempster-Shafer Theory, this approach systematically combines and evaluates imperfect …

Multimodal Deception Detection Via Audio-Text Fusion With Deep Learning And Asr, Xiangyi Li

Master's Projects

Emotion detection plays a crucial role in human-computer interaction, enabling machines to recognize and respond appropriately to human emotional states. This project explores a two-stage approach to emotion detection using multimodal data, first predicting dimensional values (Arousal, Valence, Dominance) from textual and audio inputs, then mapping these representations to discrete emotion categories. We compare this approach with direct categorical classification using transformer-based language models like BERT, RoBERTa, and DeBERTa for text processing, alongside various audio feature extraction methods, including MFCCs and spectrograms. Using the IEMOCAP dataset, we evaluate both approaches across text-only, audio-only, and multimodal configurations. Our findings reveal that …

Transforming Chatbot Text: A Sequence-To-Sequence Approach To Human-Like Text Generation, Natesh Reddy

Master's Projects

With the advancements in Large Language Models (LLMs) such as ChatGPT, the boundary between text written by a human and that created by AI has become blurred. This poses a threat to systems designed to detect AI-generated content. In this work, we adopt a novel strategy to adversarially transform GPT-generated text using sequence-to-sequence (Seq2Seq) models, to make the text more human-like. We concentrate on improving GPT-generated sentences by including significant linguistic, structural, and semantic components that are typical of human-authored text. The goal is to then use this transformed data to train a more robust detection model. Our experiments show …

Multilingual Sentiment Analysis Using Ensemble Learning, Farhan Ansari

Master's Projects

The widespread use of multiple social media platforms has amplified the expression of public opinions over the Internet in languages such as English, Hindi and Spanish. With the aid of technological advancements in machine learning, we can analyze opinions posted on the Internet and gauge public sentiments. There are organizations and businesses that are interested in the evaluation of these sentiments as these type of data can generally be used to obtain the opinion of a product, restaurant, a candidate, etc. In this study, we perform a comparative analysis of three popular ensemble learning methodologies (Boosting, Bagging and Stacking) based …

Nontraditional Students Enrolling In Online Education: Assessing Outcomes And Barriers To Success, Kua Vang

Master's Projects

Online education has significantly reshaped how colleges and universities define and evaluate academic achievement. In March 2020 during the height of the Covid-19 pandemic, the U.S. government enforced social distancing regulations that affected operational continuity for higher education institutions. The need to transition from traditional classroom instruction to online was unavoidable. Institutions were not prepared, however, and their shortcomings in providing high-quality online learning for students were exposed. The inadequacy can be due to higher education institutions decade-long mindset of seeing online education as a less credible alternative. As a result, institutions are more eager than ever before to invest …

Equity In Public Budgeting: Community Engagement In Morgan Hill, Ariana Perez

Master's Projects

Through this research, I will examine what citizen participation strategies have been implemented and their role and effectiveness in addressing wealth inequities. My research will explore these topics and examine what programs and policies the City of Morgan Hill can implement to increase residents' sense of belonging and ultimately push for greater social equity. My primary research question is, what are the programs and policies that the City of Morgan Hill can implement to engage immigrant communities, specifically Spanish-speaking residents, and low-income residents in shaping decisions around public investments and funding? This project will serve as a needs assessment to …

Social Engineering Scenario Generation For Awareness-Based Attack Resilience, Jade Webb

Master's Projects

Social engineering is found in a strong majority of cyberattacks today, as it is a powerful manipulation tactic that does not require the technical skills of hacking. Calculated social engineers utilize simple communication to deceive and exploit their victims, all by capitalizing on the vulnerabilities of human nature: trust and fear. When successful, this inconspicuous technique can lead to millions of dollars in losses. Social engineering is not a one-dimensional technique; criminals often leverage a combination of strategies to craft a robust yet subtle attack. In addition, offenders are continually evolving their methods in efforts to surpass preventive measures. A …

Suicidal Ideation Detection On Reddit Using Llm-Annotated Data And Graph Neural Networks, Ikbal Singh Gurdev Singh Dhanjal

Master's Projects

Suicide is the fourth leading cause of death among people aged 15-29. More than 720, 000 people commit suicide every year. During the COVID-19 pandemic, we saw an increase in people seeking out mental health support on anonymous forums like Reddit. These anonymous forums allow people to express their suicidal ideation without judgment and give them a support structure that not everyone has. The aim of this project is to detect suicidal ideation using Reddit. In this work, we propose SIRGEL (Suicidal Ideation on Reddit using Graph Embeddings and LLMs), a dual-pipeline approach that combines large language model (LLM)- based …

Human Vs. Llm: Interpreting Emotion From Neutral Faces In Contextually Charged Backgrounds, Sai Mounika Peteti

Master's Projects

In this study, we investigate the intersection of cultural context, visual perception, and implicit bias in interpreting neutral human expressions. Specifically, we explore how emotionally charged backgrounds can shape viewers interpretations of neutral facial expressions. Using an experimental setup, participants are shown neutral human portraits paired with varying background types ranging from emotionally neutral or pleasant to evocative scenes. Participants are tasked with selecting which background best matches the emotional state of the person depicted in the portraits. Eye-tracking data is collected to analyze visual attention patterns and cognitive processing. In parallel, we also evaluate how large language models (LLMs) …

Grounded In Experience: A Collaborative Approach To Resource Development For Adults With Ehlers-Danlos Syndrome, Morgan Kam

Doctoral Projects

Background: Ehlers-Danlos syndrome (EDS) is a complex connective tissue disorder that significantly affects daily occupations, participation, and quality of life, yet early support for individuals pursuing or newly receiving a diagnosis remains limited. Occupational therapy (OT) is uniquely positioned to address these challenges through interventions that promote self-management and functional engagement.

Purpose: This project aimed to develop an experience- and evidence-informed educational resource for individuals undergoing or newly receiving an EDS diagnosis, while increasing awareness of OT’s role in managing this chronic, multisystemic condition.

Methods: A mixed-methods approach integrated qualitative insights from interviews, online support groups, and practitioner feedback. A …

Bridging Gaps With Occupational Therapy: The Unique Role Of Occupational Therapy In Women’S Day Shelters, Alex Sato

Doctoral Projects

Homelessness is a multifaceted, complex issue that we face as a society. Mainstream services provided to homeless or vulnerable populations tend to focus on housing and basic services. While these are essential and meaningful, literature suggests there is a lack in trauma and self-care support (Marzana et al., 2023; Milaney et al., 2020). Looking through an Occupational Therapy (OT) lens, there are a multitude of ways the profession can provide holistic care. Current OT service provision within this population most commonly focuses on obtaining and maintaining housing and addressing the survival occupations these individuals may be engaging in (Cunningham & …

From Silos To Synergies: How To Enhance Interdisciplinary Collaboration Among Graduate Students, Jennifer Jimenez

Doctoral Projects

Interprofessional education (IPE) is essential for preparing collaborative healthcare practitioners, yet opportunities at San José State University (SJSU) have been limited, inconsistent, and largely dependent on individual faculty initiative. This capstone project aimed to strengthen IPE at SJSU by assessing institutional capacity and developing feasible, sustainable strategies to enhance exposure and participation across health-related programs. Guided by the Person–Environment–Occupation–Performance (PEOP) model and adult learning theory, the project combined a needs assessment, literature review, and partnership with the Healthy Development Community Clinic (HDCC) to create an instructor implementation guide and student introductory modules for HDCC service-learning onboarding. An IRB-approved mixed-methods faculty …