Digital Commons Network^™

Improving Fall Risk Assessment In Inpatient Rehabilitation, Sarah B. Flick, Aaliyah Garcia, Trista Hamblin

Scholars Week

This evidence-based practice project examines how fall-risk assessment can be improved for patients in inpatient rehabilitation by incorporating rehabilitation-specific functional factors into the existing assessment process. A review of four research studies identified toileting, transfers, ambulation, cognition, previous falls, and functional limitations as important considerations for fall-risk identification. The project proposes a structured functional review to supplement current assessment tools, with a phased implementation plan using staff education, a pilot program, and ongoing evaluation to support patient safety and individualized fall-prevention interventions.

What Can Horses Teach Us About Becoming Better College Instructors? More Than You Might Think, Laura Collander

Colloquiums

Professor Collander discusses the surprising connections between equine behavior and the art of teaching. Drawing on lessons from horses' remarkable sensitivity to trust, communication, emotional intelligence, and learning environments, we will explore practical strategies for fostering student engagement, psychological safety, and meaningful academic relationships. Effective teaching depends on more than content expertise. It requires trust, communication, emotional awareness, and the ability to create environments where learners feel safe to grow.

Appendix: Montana Science Teachers Association (Msta) Presentation, 2026, Garon C. Smith

G. Wiz’s Book of Spells

This appendix contains the PowerPoint file that was presented as the keynote address to the Montana Science Teachers Association at the Montan Federation of Public Employees convention on October 15, 2026 at Charles M. Russell High School in Great Falls. The talk that accompanied the slides was focused on how I use dramatic demos to introduce a new concept to my class. If you can capture their interest going into a new unit by letting them experience first-hand what its content concerns, you are more likely to keep them engaged. It gives them a real experience to associate with abstract …

Digital Audio Amplifier With Integrated Dsp, Alec Sebrell, Andrew Clabaugh, Cooper Smith

Student Research and Creative Activity Expo

This project is a Class D amplifier that uses digital audio inputs for direct digital signal processing.

From Tal-Corset To Tuomeiyi: Inter-Asian Referencing Of Feminist Resistance Against Hegemonic Beauty Standards, Eva Liu

Student Research and Creative Activity Expo

How inter-Asian referencing of feminist knowledge shapes everyday feminist resistance against hegemonic beauty standards in contemporary China.

Investigation Of 7li + Α Elastic And Inelastic Scattering, Bikash Chauhan

Student Research and Creative Activity Expo

Study of structure of 11B via 7Li + a experiment.

Using Social Vulnerability And Coastal Flooding Risk To Inform Preparedness Interventions In Hillsborough County, Bessan Abuaish

OneUSF Summer Undergraduate Research Symposium

Traditional disaster planning strategies often rely on broad countywide approaches that fail to address neighborhood level needs. Identifying communities with overlapping social vulnerability and physical risks can inform more equitable preparedness interventions. To identify neighborhoods with overlapping social vulnerability and coastal flooding risk in Hillsborough County and inform targeted preparedness interventions for vulnerable populations based on physical and socioeconomic risks, Geographic Information Systems mapping was used to overlay 16 Centers for Disease Control and Prevention Social Vulnerability Index indicators with coastal flooding risks to isolate 36 high priority census tracts. Socioeconomic factors, age, limited English proficiency, vehicle access, and housing …

In Vitro Evaluation Of A 405-Nm Blue-Light–Emitting Antimicrobial Bandage Using Micrococcus Luteus, Daniel W. Wallace, Joseph M. Busher

OneUSF Summer Undergraduate Research Symposium

Postoperative wound infections remain a major clinical challenge, worsened by rising antibiotic resistance and passive dressings that fail to reduce bacterial growth. Antimicrobial blue light near 405 nanometers shows broad-spectrum bactericidal activity, yet most prior approaches use short, high-intensity illumination from stationary sources rather than continuous, wearable delivery. This study evaluates a wearable 405-nanometer blue-light bandage designed for continuous, low-intensity exposure suited to prolonged wound-adjacent use. Antimicrobial performance was assessed in vitro using Micrococcus luteus, a safe model organism, comparing continuous exposure to matched dark controls. Exposure produced a pronounced, time-dependent reduction in bacterial viability, with near-complete suppression of detectable …

Chemical Effects Of Microplastics On Photochemistry In A Coral-Associated Zooxanthella, Meghan A. Hennings, Matz Indergard, John E. Parkinson

OneUSF Summer Undergraduate Research Symposium

Coral bleaching is the process by which corals lose their symbiotic microalgae in response to stressful conditions. These photosymbionts, known as zooxanthellae, give corals their color and sustain host growth through mutualistic nutritional exchange. Bleaching events are becoming more common and severe, driving research into coral conservation and the resilience of each partner in the symbiosis. Yet it is unknown how certain pollutants, such as microplastics, may affect bleaching outcomes. Previous research in our laboratory has demonstrated that the presence of polyvinyl chloride (PVC) microplastics inhibits bleaching recovery in sea anemones (a coral model), but it remains unclear whether the …

Developing And Testing Visualization Simulations For The Gamma-Ray Energy Tracking Array (Greta), Blake Mcnulty

Physics and Astronomy Summer Fellows

GRETA is a recently-completed Department of Energy-funded project to construct an array of 120 gamma-ray detectors for use in nuclear physics experiments. The Gretina Array was the successful pilot project to construct 48 of the eventual 120 detectors that would be used in the array. UCGretina is a program that is used to simulate the GRETA array for the purposes of planning experiments and analyzing measurements. My job for this summer, with the advent of the full GRETA system, was to implement the new modular mounting structure for the full GRETA array in the simulation code. This involves creating the …

Leveraging Computer Vision-Based Hand Tracking In Smartphone Xr Exposure Scenarios To Enable Controller-Free Interaction, Alex C. Lim, Trang Nguyen

OneUSF Undergraduate Research Conference

Extended reality (XR) has emerged as an effective and convenient solution for broadening accessibility to exposure therapy. Smartphone-based XR, though cost-effective, is often constrained by limited interactivity, engendering a passive experience that can compromise the user-immersion and treatment efficacy. To address this limitation, this study presents a novel computer vision–based hand-tracking approach using Google MediaPipe, integrated within a stereoscopic smartphone-based XR system to enable real-time, controller-free interaction in a dog-fetch scenario. Hand landmark coordinates derived from MediaPipe are algorithmically adjusted based on changes in inter-knuckle distances during anterior/posterior movement to approximate depth, at which point interactive spheres are overlayed to …

The Power Of Physical Activity And Sleep: Sex-Specific Pathways To Cognitive Health In Older Adults, Gabriella K. Waldbauer

OneUSF Undergraduate Research Conference

Physical activity (PA) and sleep health are associated with cognition. However, limited research has examined the interactive effects of PA and sleep on domain-specific cognitive function in older adults. Although sex differences exist independently across all factors, sex-specific interactive investigations are limited. This study investigated whether the relationship between PA, sleep and cognition varies by sex in older adults. Older adults (N=119; Mage=68.3±5.6; 73 women) completed measures of insomnia severity (Insomnia Severity Index), physical activity (International Physical Activity Questionnaire) and cognition (NIH Toolbox-Cognitive Battery). Multiple regressions examined whether insomnia severity interacted with physical activity in associations with cognition and tested …

Investigation Of Antimicrobial Properties In Bacteria Of Loggerhead Turtle (Caretta Caretta) Nesting Beaches, Norah P. Nunez

OneUSF Undergraduate Research Conference

Loggerhead sea turtles (Caretta caretta) are considered threatened under the Endangered Species Act. Identifying bacteria of Loggerhead turtle nesting beaches can shed light on antimicrobial properties of agents that could impact turtle hatchling survival. Bacteria from beaches in Fort de Soto and Lido Key were isolated and analyzed for antimicrobial properties, as these beaches are commonly Loggerhead nesting sites. Isolates were chosen for apparent inhibition of bacterial growth then tested against medically significant bacteria in two rounds of modified Kirby-Bauer. The identities of the bacteria were investigated through a series of differential and selective tests and confirmed with …

Effectiveness Of Mindfulness-Based Interventions In Treating Behavioral Addictions, Arjun Tummala, Eshal Farhan, Tina Zhang, Ayesha Menon, Harshini Janapaty

OneUSF Undergraduate Research Conference

Behavioral addictions are non-substance compulsive disorders creating urges to engage with actions such as gambling and internet gaming disorder (IGD). Mindfulness-based interventions (MBIs) use conscious awareness of the present to improve both mental and physical health. However, their long-term effectiveness remains unclear compared to other therapies. This literature review explores how the use of MBIs, compared to other therapeutic techniques, help adults and adolescents struggling with behavioral addictions. A systematic screening of peer-reviewed articles was conducted using PubMed. Of 135 articles published from 2021-2026, “mindfulness”/“meditation”, “behavioral addiction”/”gambling”/“gaming disorder”/“internet”, and “long-term”/“relapse”, only studies that explored MBIs for behavioral addiction with experimental …

Cardiometabolic Diseases And Immune-Responsive Metabolic Enzymes: Roles Of Lipoxygenases (5, 12, 15), Cyclooxygenases (1, 2), And Cytochrome P450, Shayla Pham

OneUSF Undergraduate Research Conference

Cardiometabolic diseases (CMD) encompass interrelated disorders involving cardiovascular dysfunction and metabolic dysregulation. Lipoxygenase (5-, 12/15-LOX), cyclooxygenase (COX-1/2), and cytochrome P450 (CYP450) enzymes regulate fatty acid metabolism and inflammatory signaling, significantly contributing to CMD pathogenesis. This review synthesizes recent evidence on LOX, COX, and CYP450 pathway crosstalk and evaluates their therapeutic and biomarker relevance in clinical cardiometabolic disease. A comprehensive PubMed literature search identified studies examining LOX, COX, and CYP450 enzymes inflammatory and metabolic pathways linked to CMD. Inclusion criteria were limited to human and animal studies published from 2010 to 2025, focusing on cardiac function, enzyme activity, or clinical outcome. …

Accessible By Design: Leveraging Ai For Inclusive Education, Lauren S. Kehoe, Rebecca Weber

Teaching & Learning with AI

No abstract provided.

The Influence Of Relative Back Squat Strength On Countermovement Jump Performance In College-Aged Males, Holt A. Schadler, Bret M. Schadler, Jacob Grazer

Symposium of Student Scholars

Purpose: Countermovement Jump (CMJ) performance can provide insight into the force production capabilities relative to the individuals ability during a dynamic task. In conjunction with power output during a CMJ, few investigations have looked to identify the influence of relative strength on these types of tasks. This research aims to establish a link between the relative strength (RS) of an athlete and CMJ performance in jump height (JH) and force production values that were surveyed. Methods: Seventeen males (mean ± SD; age, 23.2 ± 3.8yrs; height, 1.78, ± 6.10m; weight, 84.8 ± 13.2kg) were recruited for this study. Each participant …

Navigating Oer Support Without Drowning In Ai, Lydia Burrage-Goodwin, Christine Moynihan

Joseph P. Healey Library Publications

This was a presentation at the June 2026 Boston Library Consortium at Connecticut College.

UMB Healey Librarians Lydia Burrage-Goodwin and Christine Moynihan talk about what experiences they have had with faculty using OER and AI, which led them to develop ethics guidelines to support librarians who work with faculty authors. Attendees learned about creating AI use statements for OERs, using AI transparency logos, and applying open licenses to fully AI generated content as well as OER adaptations.

Educational Content Creation For Non-Textbook Learning Resources, Dorina Tila

Open Educational Resources

These are materials that will be supporting faculty teaching and students enrolled in ECO 1200: Macroeconomics. Some items are also helpful in other economics, finance, and business classes. The set includes:

• Customized Summaries of Modules,
• Up-to-date Case Examples and Assignments
• Economic Experiments and Game Designs and Instructions,
• Instructions that Ethically and Effective Use Generative AI

Using Environmental Scans To Help Direct And Sustain Local Best Practices, Emily Lapworth, Carol Kussmann

Joseph P. Healey Library Publications

The digital landscape is in a state of constant change, and there is no one-size-fits-all formula for managing your digital assets, so understanding your local context is crucial to planning an effective digital stewardship strategy. Whether you are just starting out or have been at the same institution for 10 years, conducting an environmental scan can help. What are the internal and external changes you need to manage? What kind of stuff are you dealing with, and who are the stakeholders? Where is it located, and what systems are you using? What tools are available, and how have best practices …

Nurturing Beginnings, Madison K. Hanson

Occupational Therapy Capstone Presentations

Early intervention for postpartum mothers and their infants plays a critical role in supporting long-term health outcomes for both members of the dyad. Maternal well-being is closely linked to a child’s development, and challenges such as stress, physical changes, and undiagnosed postpartum depression can disrupt bonding, parenting, and early skill development. Because the transition to motherhood is complex, consistent support and interventions are essential for both mom and baby. Strengthening public education and improving developmental screening practices can help ensure mothers and infants are receiving needed support early in life. Nurturing Beginnings worked to bridge the service gaps between healthcare …

Reframing Intimacy: An Occupation-Based Approach To Pelvic Floor & Sexual Health, Emma Stone

Occupational Therapy Capstone Presentations

Pelvic floor dysfunction is highly prevalent among women in the United States, and sexual health is often underaddressed in healthcare. This capstone project aimed to define the role of occupational therapists (OTs) in pelvic floor therapy and promote integration of sexual health into practice. Completed in an outpatient pelvic floor setting, the project included clinical skill development, program development, and advocacy. Interventions involved continuing education, creation of educational handouts, implementation of home exercise programs, and tracking outcomes using the PFDI-20. Additional initiatives included staff education and student training on OT’s role in pelvic health. All 12 tracked clients progressed toward …

More Than Mealtimes: The Role Of Occupational Therapy In Pediatric Feeding For Children With Developmental Disabilities, Anika J. Peters

Occupational Therapy Capstone Presentations

Feeding is a foundational occupation essential for growth, development, and family participation. However, children with developmental disabilities often experience significant feeding challenges that impact nutrition and participation in mealtime routines. This capstone project examines the role of occupational therapy in pediatric feeding assessment and intervention within an outpatient setting. Using a descriptive mixed-methods approach, outcomes were evaluated for pediatric clients (N=18) and occupational therapists (N=15) through goal attainment tracking, the Canadian Occupational Performance Measure (COPM), clinician needs assessment data, and resource feedback. Results demonstrated improvements in food acceptance, texture tolerance, oral-motor skills, and engagement in mealtime participation. COPM scores reflected …

Transitioning Home: The Role Of Occupational Therapy In Aging In Place, Syrena Meyer

Occupational Therapy Capstone Presentations

This capstone project explored the role of occupational therapy in supporting older adults transitioning home from hospitalization to successfully age in place. With the growing population of adults over age 65 and a strong preference to remain in their homes, there is an increasing need for interventions that promote safety, independence, and quality of life. This project focused on developing advanced clinical skills in inpatient and transitional care settings while implementing evidence-based interventions and educational resources. The Person-Environment-Occupation Model was used throughout the 14-week experience to identify strategies to enhance occupational performance in patients. Key activities included patient care, use …

The Rate Of Burnout In Athletic Trainers In Collegiate Settings, Dorise Clark

Create@State

No abstract provided.

Arkansas Educators' Views On Corporal Punishment: Demographic Influences And Social Work Implications, Phillip Hill, Esaa Samarrah

Research and Creative Works Expo

Corporal punishment (CP) in U.S. public schools, defined as "the use of physical force with the intention of causing a child to experience pain so as to correct their misbehavior" (Gershoff & Font, 2016), remains legal in 17 states despite mounting evidence of its ineffectiveness and disproportionate harm to marginalized students. This study presents survey data from 94 Arkansas public school educators, examining their knowledge of legality, personal and indirect experiences with CP, perceptions of its effectiveness, and attitudes toward its continued use. Analyses were conducted using IBM SPSS Statistics, with reverse coding applied to the negative-impact Likert items so …

What Is The Best Way To Cool Off Your Coffee?, Casen Reed

Linfield University Student Symposium: A Celebration of Scholarship and Creative Achievement

This experiment is working on answering the best way to cool off a hot cup of coffee. To get an answer to this question, we will be directing a stream of gas at different angles above parallel onto the surface of water that has been brought up to a boil. Evaporation and convection heat values will be calculated and analyzed to compare the cooling rates of each angle that has been tested.

A Critically Appraised Topic: Effectiveness Of Hydrogen-Rich Water Therapies In Reducing Inflammation, Bill Craig, Dawn Hammerschmidt, Jay Albrecht

Dissertations, Theses, and Projects

Inflammation is an important part of healing, but prolonged inflammation or inflammatory disease can cause excess pain and tissue damage. Hydrogen-rich water therapies have shown to have positive effects on this wide variety of conditions and may have a role in future therapeutic intervention for inflammatory conditions and acute injury care. Hydrogen is a commonly known element that has recently been the subject of scientific studies to analyze its beneficial properties when used as a therapeutic intervention. Hydrogen is physically the smallest element on the periodic table, and when two hydrogen atoms combine to form H2, it is known as …

Testing Of Accelerated Pozzolanic Activity Of Fly Ash, Anne Oberlink, Tom Robl, Bob Jewell, Haley Johnson

World of Coal Ash Proceedings

The determination of the pozzolanic reaction in fly ash by ASTM strength activity index has been shown to be problematic, frequently producing false positives. The use of Wenner probe resistivity has been demonstrated to be rapid, simple and non-destructive method, producing no false positives. However, using this method and confirming it with other techniques finds that the reaction itself is slow with a dilatancy of 28 days or more before the measurements become discriminatory, a major drawback to this method. This study used high-temperature, high humidity curing of OPC-based mortars with various fly ash sources to determine how pozzolanic activity …

Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool (Ila 2026 Presentation), Thomas Kimmeth, Avijit Roy, Vivek Sharma

Publications and Research

This presentation introduces Propasafe-Hybrid, a hybrid system for sentence-level propaganda detection that combines offline transformer-based classification with selective large language model (LLM) explainability. The system employs a two-stage pipeline in which a local BERT-based classifier evaluates all input text and filters non-propagandistic content, while only high-confidence candidates are forwarded to an LLM for rhetorical technique labeling and explanation. This design enables cost-aware, privacy-conscious, and scalable analysis by reducing unnecessary reliance on external models.

Propasafe-Hybrid identifies propagandistic techniques such as loaded language, obfuscation, and appeal to fear, and generates concise natural language rationales that make these techniques interpretable to users. By …