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Development Of A Benchmark Building Condition Index Utilizing Discrete Facility Subsets For Use In Risk Prioritization Analysis, Christopher A. May Apr 2026

Development Of A Benchmark Building Condition Index Utilizing Discrete Facility Subsets For Use In Risk Prioritization Analysis, Christopher A. May

Engineering Management & Systems Engineering Theses & Dissertations

Within the healthcare facilities management arena, key performance-based condition indices such as a calculated Building Condition Index (BCI) are currently utilized as a governing indicator of facility health and performance. However, BCI alone does not adequately support enterprise-level risk prioritization and fails to provide a validated facility-to-facility risk prioritization model. Assets within the same enterprise receiving similar sustainment funding experience different rates of degradation depending on asset type and construction age thus impairing the BCI rating scale. Statistical analysis of facility metrics indicates a strong correlation between facility degradation drivers and prediction of a subset-based benchmark BCI. The research validates …


Radicals Transforming Organic Matter: Implications For Non-Pyrogenic Black Carbon And Nitrogen Formation, Molecular Dynamics In Tropical Soils, And Lignin Valorization, João Vitor Dos Santos Apr 2026

Radicals Transforming Organic Matter: Implications For Non-Pyrogenic Black Carbon And Nitrogen Formation, Molecular Dynamics In Tropical Soils, And Lignin Valorization, João Vitor Dos Santos

Chemistry & Biochemistry Theses & Dissertations

Radicals drive the transformation of organic matter in natural and engineered systems, altering its structure, reactivity, and stability. Condensed aromatic carbon (ConAC) and condensed aromatic nitrogen (ConAN) are among the most persistent forms of organic matter in soils and are traditionally interpreted as products of biomass burning. This dissertation challenges the long-standing assumption that these materials are exclusively pyrogenic, showing that iron-mediated radical chemistry can generate condensed aromatic structures under ambient conditions.

Chapters II and III show that Fenton-like radical oxidation of lignin-rich biomass produces condensed aromatic structures compositionally similar to pyrogenic black carbon and black nitrogen when assessed with …


Effects Of Cross-Language Instructional Design On Foreign Language Learners' Cognitive Load: Approaching The Redundancy Principle Of Multimedia Learning, Leonor Mendiola Adams Apr 2026

Effects Of Cross-Language Instructional Design On Foreign Language Learners' Cognitive Load: Approaching The Redundancy Principle Of Multimedia Learning, Leonor Mendiola Adams

STEMPS Theses & Dissertations

Because conceptualizations of cognitive resources play a critical role in determining the effectiveness of instructional design (Greeno, 2011; Greeno et al., 1996; Mayer, 2011, 2019), this study explores the effects of cross-language instructional design on learners’ perceived intrinsic, extraneous, and germane cognitive load content corresponding to content complexity, instructional presentation demands, and depth of understanding and schema construction, respectively.

Grounded in the redundancy principle of the Cognitive Theory of Multimedia Learning, this research further investigates whether the principle operates differently when learners’ native language is strategically incorporated into foreign language learning contexts. According to the cognitive theory of multimedia learning, …


Education And Training In Water Operator Certification And Its Role In Water Utility System Performance, Heath A. Edelman Apr 2026

Education And Training In Water Operator Certification And Its Role In Water Utility System Performance, Heath A. Edelman

Educational Leadership & Workforce Development Theses & Dissertations

Access to safe and reliable drinking water is a foundational component of public health and environmental protection. The United States drinking water sector is highly regulated and increasingly challenged by workforce shortages, aging infrastructure, and variability in operator training requirements across states. Despite the federal mandate for operator certification under the Safe Drinking Water Act Amendments of 1996, empirical evidence on the effectiveness of certification policies in improving regulatory compliance outcomes remains limited.

This study examined the relationship between operator certification policies and drinking water compliance outcomes under the Safe Drinking Water Act, with particular attention to differences across violation …


Learning In Motion: How Small Groups Can Promote Self-Regulated Learning In Physical Therapy Students, Sara Mclaren Apr 2026

Learning In Motion: How Small Groups Can Promote Self-Regulated Learning In Physical Therapy Students, Sara Mclaren

STEMPS Theses & Dissertations

Self-regulated learning (SRL) is a critical skill for success in rigorous graduate health professions programs, where students must independently manage complex academic demands. Despite its importance, limited research has examined SRL processes among Doctor of Physical Therapy (DPT) students in the didactic phase of training. Guided by Zimmerman’s cyclical model of self-regulated learning, this study examined SRL behaviors among second-year DPT students and explored how small group learning contexts may influence engagement in SRL processes and academic performance.

This mixed-methods study included 39 DPT students enrolled in a physical therapy program at a public university in the southeastern United States. …


Observations Of An Oscillatory Mechanochemical Reaction Between Tetrathiafulvalene And Chloranilic Acid, Alastair Deans Apr 2026

Observations Of An Oscillatory Mechanochemical Reaction Between Tetrathiafulvalene And Chloranilic Acid, Alastair Deans

Physics Theses & Dissertations

Mechanochemistry is the study of chemical reactions driven by the input of mechanical en ergy in addition to thermal activation. Mechanochemical reactions from powders are carried out by manual grinding or milling using various types of ball mills, or in twin extruders. While mechanochemistry has great potential affording economically and environmentally advantageous “green” synthetic methods, a drawback is that its chemical mechanisms are not well understood. One example of such a reaction currently under study involves tetrathiafulvalene, an organic elec tron donor with two polymorphs (orange and brown), and chloranilic acid, an electron acceptor. Previous results show that neat grinding …


Draft Final Silver Bow Creek Conservation Area Materials Management Plan Revision 1, Pioneer Technical Services, Inc. Apr 2026

Draft Final Silver Bow Creek Conservation Area Materials Management Plan Revision 1, Pioneer Technical Services, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.


The Compass - Volume 95 Issue 1 - Complete Issue, Scott R. Beason Apr 2026

The Compass - Volume 95 Issue 1 - Complete Issue, Scott R. Beason

The Compass: Earth Science Journal of Sigma Gamma Epsilon

No abstract provided.


Beyond The Launch: Designing Integrated Marketing Communications Across The Publishing Lifecycle, Philip J. Boutin Jr. Apr 2026

Beyond The Launch: Designing Integrated Marketing Communications Across The Publishing Lifecycle, Philip J. Boutin Jr.

AMTP Proceedings 2026

This paper advances a lifecycle view of integrated marketing communications for book publishing and specifies a practical model beyond launch. We present the Lifecycle IMC in Publishing (L-IMC) framework with four layers—strategic capability, orchestration, phased execution (pre-launch, launch, post-publication), and measurement/learning—grounded in evidence on carryover, cross-media complementarity, discoverability, and the creator economy. Seven propositions predict that lifecycle consistency, coordinated post-publication activity, metadata priming, creator–title fit with clear disclosures, network-aware seeding, continuous testing, and reserved reinforcement budgets improve visibility, conversion, and returns. Design principles include codified message architecture and governance, a vetted creator bench, managed discoverability, sequencing high-trust signals before conversion …


Experiential Learning In Marketing Education: Student Reflections In A Client Based Project, Samit Chakravorti Apr 2026

Experiential Learning In Marketing Education: Student Reflections In A Client Based Project, Samit Chakravorti

AMTP Proceedings 2026

This paper explores student experience with a client based project in an upper division marketing class and its impact on development of work readiness skills, learning and satisfaction with the course. The client was a local small business food cooperative. Student reflection papers submitted at the end of the project were content analyzed based on preset categories to understand the impact of the project on the outcome variables. Analysis shows that for most students the project was interesting, relevant but challenging, increased their satisfaction and enjoyment of the course, and positively impacted learning of profession specific and foundational work ready …


Ai-Based Multi-Dimensional Coding Of Cancel Culture: Opportunities And Limits Of Llm-Based Categorization, Sairah Abraham, T. Andrew Poehlman Apr 2026

Ai-Based Multi-Dimensional Coding Of Cancel Culture: Opportunities And Limits Of Llm-Based Categorization, Sairah Abraham, T. Andrew Poehlman

AMTP Proceedings 2026

Large-scale qualitative coding is a bottleneck in marketing research, especially for complex, multi-level phenomena like corporate cancel culture. This paper uses over 100 well-known cancellation events as a testbed to evaluate whether GPT can act as a reliable, low-cost “independent rater” for rich categorical schemes. We develop a multi-dimensional coding framework (trigger locus, controversy source, social issue, moral foundation, and target level) and implement a staged GPT pipeline: zero-shot prompts benchmarked against human “gold standard” coders, scaled to larger samples, then extended with few-shot prompting and fine-tuning for harder constructs such as moral foundations. We compare GPT variants and roles, …


Who Said Cve? How Vulnerability Identifiers Are Mentioned By Humans, Bots, And Agents In Pull Requests, Pien Rooijendijk, Christoph Treude, Mairieli Wessel Apr 2026

Who Said Cve? How Vulnerability Identifiers Are Mentioned By Humans, Bots, And Agents In Pull Requests, Pien Rooijendijk, Christoph Treude, Mairieli Wessel

Research Collection School Of Computing and Information Systems

Vulnerability identifiers such as CVE, CWE, and GHSA are standardised references to known software security issues, yet their use in practice is not well understood. This paper compares vulnerability ID use in GitHub pull requests authored by autonomous agents, bots, and human developers. Using the AIDev pop dataset and an augmented set of pull requests from the same repositories, we analyse who mentions vulnerability identifiers and where they appear. Bots account for around 69.1% of all mentions, usually adding few identifiers in pull request descriptions, while human and agent mentions are rarer but span more locations. Qualitative analysis shows that …


Exploring Hemodynamic Signatures Using Event Camera, Zaid Ahmed Apr 2026

Exploring Hemodynamic Signatures Using Event Camera, Zaid Ahmed

McKelvey School of Engineering Graduate Student Theses & Dissertations

This thesis investigates event-based sensing for hemodynamic measurements in transmission mode through the human finger. Conventional frame-based imagers are limited by exposure time, frame rate, and motion blur, which reduce sensitivity to fast optical transients. To address these bottlenecks, this thesis introduces a novel transmission-mode sensing framework using a Prophesee EVK4 HD neuromorphic sensor. By capturing asynchronous ON/OFF events generated by local intensity changes, this work presents a new approach to three tasks: intra-finger pulse transit time (PTT) and pulse wave velocity (PWV) estimation, event-based transmission mode laser speckle contrast imaging (LSCI), and Flicker Spike Arrival Time (FSAT) Delay Mapping, …


Integration Of Vision-Language-Action Foundation Models For Adaptive Robotic Arm Control In Manufacturing, Nina C. Kanonye Apr 2026

Integration Of Vision-Language-Action Foundation Models For Adaptive Robotic Arm Control In Manufacturing, Nina C. Kanonye

Undergraduate Honors Theses

Industrial automation increasingly demands robots that can adapt to dynamic environments without extensive reprogramming. Traditional robotic systems perform well in structured, repetitive settings but struggle when workspace configurations change. Programming a robot for each new task requires specialized expertise and significant time, creating a barrier for small and medium manufacturers. While recent VLA models have demonstrated strong capabilities in robotics and artificial intelligence (AI) agents, existing research has rarely focused on the complex and sequential manufacturing tasks for robotic handling, printing, sorting and assembling. This research investigates whether CogACT can be fine-tuned to perform a pick-and-place task on the Yahboom …


Law, Conflict, And Hybrid Warfare: A Teaching Imperative For A Changing World, Cynthia Alkon, Andrea K. Schneider Apr 2026

Law, Conflict, And Hybrid Warfare: A Teaching Imperative For A Changing World, Cynthia Alkon, Andrea K. Schneider

Articles

Lawyers increasingly find themselves at the frontlines of the battlefield, just not in the traditional sense. Hybrid warfare is a conflict form that combines traditional military offensive measures with nontraditional methods, including the harnessing of legal systems to achieve strategic goals. Lawyers have always been at the frontline of typical legal risk assessment, thinking about a client’s risk of liability or regulation costs generally. Now, lawyers must stand at the ready for a lot more: lawyers must be prepared for cyber-attacks, disinformation campaigns using artificial intelligence, the use of court systems to suppress reporting or shield bad actors, and so …


Disease-Modifying Therapies Targeting Neuroinflammation In Alzheimer's Disease: Evaluation Of Ongoing Clinical Trials, Shree Diora, Reagan Colavita, Christa Torchia Apr 2026

Disease-Modifying Therapies Targeting Neuroinflammation In Alzheimer's Disease: Evaluation Of Ongoing Clinical Trials, Shree Diora, Reagan Colavita, Christa Torchia

Undergraduate Student Symposium

Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by cognitive decline and behavioral changes. While traditionally associated with amyloid-β plaques and tau tangles, growing evidence implicates neuroinflammation as a key driver of disease progression. Microglial, astrocytic, and mast cell activation, along with elevated pro-inflammatory mediators, contribute to synaptic dysfunction and neuronal loss. Targeting these pathways offers promising therapeutic avenues beyond amyloid and tau-centric strategies. This study evaluates the emerging disease-modifying therapies in clinical trials that target neuroinflammation in AD, focusing on mechanisms, trial phases, and emerging clinical findings. The clinical trial website was accessed to find drug therapies under …


Bone Mineral Density, Mechanical Loading, And Mediterranean Diet Adherence In University Runners: A Pilot Study, Sathvi Gandra, Kiana Medina, Auston Hsieh Apr 2026

Bone Mineral Density, Mechanical Loading, And Mediterranean Diet Adherence In University Runners: A Pilot Study, Sathvi Gandra, Kiana Medina, Auston Hsieh

Undergraduate Student Symposium

Bone mineral density (BMD) is influenced by both mechanical loading and dietary patterns and is a determinant of skeletal health in distance runners. This exploratory study examined descriptive relationships among Mediterranean diet adherence, running biomechanics, and BMD in a pilot sample of competitive distance runners. Seven university runners, (18-21 years; 5 female, 2 male) completed dual-energy X-ray absorptiometry to assess total and segmental BMD, and a running biomechanical analysis on an instrumented treadmill. Biomechanical variables included peak vertical ground reaction force (vGRF), hip and knee joint reaction forces (JRF), ground contact time (GCT), and vertical stiffness(kvert). Dietary patterns …


Colon Cancer Findings And A Community Solution, Brintia Wright Apr 2026

Colon Cancer Findings And A Community Solution, Brintia Wright

Undergraduate Student Symposium

Colorectal cancer remains a significant public health concern due to its high incidence, mortality, and persistent demographic disparities. The primary goal of this project was to develop an evidence-based community resource guide for the South Florida region to support early detection and equitable screening for colon cancer. The resource guide was informed by a structured review of current screening guidelines, peer-reviewed literature, and population-level data from the Surveillance, Epidemiology, and End Results (SEER) program. SEER incidence, stage at diagnosis, and survival data for individuals aged 25-84 years diagnosed with colon cancer between 2000 and 2022 were synthesized to identify high-risk …


New School Troubles: How Building Community Impacts Sense Of Belonging, Naydine Naileah Garcia Apr 2026

New School Troubles: How Building Community Impacts Sense Of Belonging, Naydine Naileah Garcia

Capstone Projects and Master's Theses

In this quantitative two group study, there were opportunities for 11th-grade students in ELA to build a classroom community throughout a three-week intervention, designed to examine if implementing these activities would increase their sense of school belonging. Sense of belonging is significant for students to feel personally accepted, respected, included, and supported by others in the school's social environment. Sense of belonging was measured using the Psychological Sense of School Membership Scale as a pre and post test. The treatment group participated in four, 15-minute classroom community building activities a week, completing twelve activities by the end of the intervention. …


Twitter, Tiktok, And Terrorism Torts: Using Product Liability To Hold Social Media Companies Accountable For Their Enablement Of Terrorism, Bailey Wilson Apr 2026

Twitter, Tiktok, And Terrorism Torts: Using Product Liability To Hold Social Media Companies Accountable For Their Enablement Of Terrorism, Bailey Wilson

Vanderbilt Law Review

Social media platforms have become powerful tools for terrorist organizations, allowing them to recruit and radicalize actors who incite violence. Yet victims of terrorist attacks have been unsuccessful in holding these platforms legally accountable. The Antiterrorism Act imposes a demanding proximate-cause standard, and Section 230 of the Communications Decency Act broadly shields platforms from liability as publishers of third-party content. Together, these doctrines create a nearly impenetrable barrier for plaintiffs seeking redress from companies that profit while their algorithms amplify terrorist propaganda and promote violence. This Note argues that product liability offers a path forward. Courts have increasingly recognized digital …


Draft Final Butte Priority Soils Operable Unit (Bpsou) Insufficiently Reclaimed Sites Sister Dump (Bres No. 38) Remedial Action Work Plan (Rawp), Pioneer Technical Services, Inc. Apr 2026

Draft Final Butte Priority Soils Operable Unit (Bpsou) Insufficiently Reclaimed Sites Sister Dump (Bres No. 38) Remedial Action Work Plan (Rawp), Pioneer Technical Services, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.


Evaluating A Research Experience For Teachers: Benefits And Challenges For Summer Stem Professional Development, Mark T. Felts, Darcy Tessman, Emily Simpson, Mark Nanny Apr 2026

Evaluating A Research Experience For Teachers: Benefits And Challenges For Summer Stem Professional Development, Mark T. Felts, Darcy Tessman, Emily Simpson, Mark Nanny

The Rural Educator

This focus group study examined the participant motivation for and potential impact of the Research Experience for Teachers (RET) program on rural STEM educators. Due to geographic isolation and low wages in rural areas, STEM teachers often engage in summer work, which provides practical, real-world applications of STEM principles and enhances instructional methods during the school year. By fostering university partnerships and providing summer research opportunities, RET aligns with the National Rural Research Agenda’s (NREA) priorities of enhancing community relationships and bolstering teacher preparation, recruitment, and retention. Findings indicate that participation in RET boosts teachers’ curricular skills, professional networks, and …


Examining Self-Efficacy And Gender In Rural Secondary Engineering Education, Laine Schrewe, Tiffany Karalis Noel Apr 2026

Examining Self-Efficacy And Gender In Rural Secondary Engineering Education, Laine Schrewe, Tiffany Karalis Noel

The Rural Educator

Addressing the gender gap in engineering necessitates a thorough understanding of self-efficacy, and this study specifically focused on engineering self-efficacy of adolescent girls in secondary school. It identifies patterns linking rural students’ engineering self-efficacy to other areas of their lives to unearth trends for students with high engineering self-efficacy that could be used to help overcome this gender gap. The study used a mixed-methods instrumental case study approach and clarified the relationships between high engineering self-efficacy and various aspects of life for rural students, such as academic performance, extracurricular activities, and implicit gender beliefs, thus offering critical insights for educational …


Concerns Regarding The Efficacy Of Utilizing The Vibrational Response Of Aminocyanine Molecules To Near Infrared Light For Cancer Cell Destruction, Parsa Faghani-Eskandarkolaei, James Welsh, Seyed Ali Reza Mortazavi, Parmis Taghizadeh, Mobina Baramaki, Fatemeh Shams, Mohammed Nasir Abubakari, Seyed Mohammad Javad Mortazavi, Lembit Sihver Apr 2026

Concerns Regarding The Efficacy Of Utilizing The Vibrational Response Of Aminocyanine Molecules To Near Infrared Light For Cancer Cell Destruction, Parsa Faghani-Eskandarkolaei, James Welsh, Seyed Ali Reza Mortazavi, Parmis Taghizadeh, Mobina Baramaki, Fatemeh Shams, Mohammed Nasir Abubakari, Seyed Mohammad Javad Mortazavi, Lembit Sihver

Informatics and Engineering Systems Faculty Publications

Recent advancements in cancer treatment have introduced the use of aminocyanine molecules, activated by near-infrared (NIR) light, to induce vibrational responses that can selectively destroy cancer cells. This commentary critically examines a study that reports a 99% efficacy of this method against human melanoma cells in vitro, and significant tumor reduction in murine models. While the findings are promising, our analysis highlights crucial oversights in the study’s implications for clinical applications. Specifically, the persistence of even a small fraction of cancer cells post-treatment poses significant risks for tumor regrowth and acquired resistance. Additionally, the study’s approach neglects the heterogeneity of …


Repurposing Glp-1ra Drugs For Modulating Sepsis-Associated Encephalopathy And Neurodegeneration, Janhavi Tonge Apr 2026

Repurposing Glp-1ra Drugs For Modulating Sepsis-Associated Encephalopathy And Neurodegeneration, Janhavi Tonge

Undergraduate Student Symposium

Sepsis, a life-threatening disorder caused by an exacerbated immune host response towards a pathogen, accounts for about 1 in 5 deaths worldwide with more than 11 million deaths. In septic pathophysiology, pathogen components interact with the receptors of immune and endothelial cells, causing the release of inflammatory signals. This results in a hyperinflammatory phase that leads to "leaky" blood vessels through vasodilation, which causes improper tissue perfusion and hypotension. If untreated, this can lead to multiorgan damage and can be especially damaging to vulnerable, non-regenerative organs such as the brain. Post-sepsis recovery has long term consequences in the central nervous …


From Resume To Risk Factor: The Connections Between Occupation, Chronic Disease, And Mental Health In The United States, Nemo Thomas, Joshua Dumond, Nicole Real Apr 2026

From Resume To Risk Factor: The Connections Between Occupation, Chronic Disease, And Mental Health In The United States, Nemo Thomas, Joshua Dumond, Nicole Real

Undergraduate Student Symposium

Mental health affects various aspects of overall health, including physical, emotional, and social well-being, which influences behavior and management of disease. Furthermore, occupational types (blue-collar, white-collar, and grey-collar) can influence how individuals manage stress. This can be due to the various responsibilities an individual has or the work environment that one is consistently exposed to, which can lead to detrimental mental health outcomes. This study examined the relationship between occupational type and the occurrence of individuals' self-reported levels of distress, anxiety, hopelessness, restlessness, sadness, and worthlessness. The data from this study was obtained from the IPUMS NHIS 2024 surveys, a …


Psychological Separation As A Developmental Moderator Of Cognitive Maladjustment, Tanvi Rudrangi, Kaleigh Cummings, Misha Patel Apr 2026

Psychological Separation As A Developmental Moderator Of Cognitive Maladjustment, Tanvi Rudrangi, Kaleigh Cummings, Misha Patel

Undergraduate Student Symposium

Developing a personal identity is a central task of late adolescence (Erikson, 1968). Emerging adulthood, a developmental period spanning the late teens to mid-twenties, is characterized by increased independence and self-focus, providing opportunities for life skill development and self-understanding. Despite this emphasis on self-focus, emerging adults' psychosocial adjustment remains closely tied to parent relationships, particularly the process of separation-individuation from parents. The present study examined whether paternal psychological separation moderates the relationship between self-focused life perspectives and maladaptive cognitions of ego inflation/superiority. Participants included 95 emerging adults (ages 18-25, M=20.7, 60 women). Paternal separation was assessed using the 69-item Psychological …


Effects Of Renin-Angiotensin System Targeting Drugs On Cerebral Amyloid Angiopathy And Related Neuropathology, Anna Maria Weber, Ariana Hernandez, Chana Vogel, Victoria Pulido-Correa, Maria Agustina Paiz, Shaina Binu, Sonakshi Kose, Aayush Doshi, Dylan Kuni, Sylvia Yousef Apr 2026

Effects Of Renin-Angiotensin System Targeting Drugs On Cerebral Amyloid Angiopathy And Related Neuropathology, Anna Maria Weber, Ariana Hernandez, Chana Vogel, Victoria Pulido-Correa, Maria Agustina Paiz, Shaina Binu, Sonakshi Kose, Aayush Doshi, Dylan Kuni, Sylvia Yousef

Undergraduate Student Symposium

Cerebral amyloid angiopathy (CAA) is a common cerebrovascular disease characterized by beta-amyloid (Aβ) accumulation in the cerebral vasculature, resulting in vascular cognitive impairment and dementia (VCID) along with other neuropathologies such as inflammation. Given that medications approved to treat CAA currently do not exist, this highlights that there is a pressing need for more innovative approaches to drug discovery. In this study, classical renin-angiotensin system (RAS)-inhibiting antihypertensive drugs were repurposed to investigate their efficacy for mitigating CAA-associated neuropathology and cognitive decline, while additionally evaluating for sex-specific outcomes. Male and female Tg-SwDI mice were treated for 4 months with non-hypotensive doses …


The Functional Movement Screening In Collegiate Soccer Players, Sophia White, Karina Manrique Apr 2026

The Functional Movement Screening In Collegiate Soccer Players, Sophia White, Karina Manrique

Undergraduate Student Symposium

About 70% of soccer injuries are non-contact, resulting from underlying mobility, stability, or movement pattern issues. Soccer players are particularly susceptible to ankle, knee, and hip injuries due to the high demands on lower body mobility, stability and repetitive dynamic motions. Functional Movement Screening is a popular evaluation method that is used to find asymmetries and dysfunctional movement patterns that could put athletes at risk for injury. Scores from the FMS test have been linked to injury risks. The purpose of this study is to conduct and evaluate the FMS performances among collegiate soccer players (n=26) to decrease injury risk, …


Evaluting Practical Limitations Of Signal Detection Theory In Clinical Behavioral Research, Xinlei Zhang, Prarthana Harikrishnan Apr 2026

Evaluting Practical Limitations Of Signal Detection Theory In Clinical Behavioral Research, Xinlei Zhang, Prarthana Harikrishnan

Undergraduate Student Symposium

Deficits in inhibitory control - the ability to suppress automatic, impulsive responses - has been widely considered as a potential biomarker for mental health disorders. Signal Detection Theory (SDT) has provided a systematic measurement method for inhibitory control in clinical behavioral assessment. To evaluate the feasibility of inhibitory control as a biomarker, researchers have used meta-analysis to examine its effect size (Hedge's g) in differentiating between individuals with mental health disorders and healthy controls. Values of g>0.8 indicate that inhibitory control may serve as a clinically useful biomarker for distinguishing patients from healthy individuals, whereas g<0.8 suggests limited clinical utility. However, our study found that a limitation of SDT - its lack of reliability when participants show perfect performance - would lead to distorted and misleading results when evaluating the efficacy of inhibitory control as a biomarker. In our computational simulation, we found that when applying SDT to a clinically useful biomarker (for example, true effect size g = …