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2026

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Articles 421 - 450 of 493

Full-Text Articles in Sports Sciences

The Impact Of Heavy Resistance Training On Type Ii Muscle Fibers Throughout Female Reproductive Stages, Lily G. Colberg Jan 2026

The Impact Of Heavy Resistance Training On Type Ii Muscle Fibers Throughout Female Reproductive Stages, Lily G. Colberg

Scripps Senior Theses

Type II muscle fibers, also known as fast-twitch muscle fibers, are reliant on aerobic glycolysis and are crucial for high-force contractions, mobility, and rapid movements, such as fast reflexes. Heavy resistance training has been found to increase type II muscle fiber concentration in young, middle-aged, and elderly individuals. However, there have been few studies conducted on female-only sample populations. In women, the impact of heavy resistance training on type II muscle fibers is affected by the progressive decline of estrogen that defines the transition throughout the four female reproductive stages: premenopause, perimenopause, late-transition menopause, and postmenopause. Menopausal estrogen depletion causes …


Anterior Cruciate Ligament Injury Resilience In Women's Lacrosse: An Ecological Dynamics Approach, Annika J. Wozney Jan 2026

Anterior Cruciate Ligament Injury Resilience In Women's Lacrosse: An Ecological Dynamics Approach, Annika J. Wozney

Senior Honors Theses and Projects

Anterior cruciate ligament (ACL) injuries remain a significant concern in the sport of women’s lacrosse due to the amount of cutting and rapid deceleration movements in the sport. Non-contact ACL injuries in women’s lacrosse arise from complex interactions involving biomechanical, anatomical, and neuromuscular factors. Traditional ACL injury prevention programs (IPPs) often focus on strengthening and neuromuscular training in controlled environments with pre-planned movements, which may not adequately simulate the cognitive demands and unpredictability during a competition. An ecological dynamics approach is proposed that considers the athlete, the game environment, and the immediate task to emphasize the athlete-environment relationship. By incorporating …


The Role Of Resistance Training In Modifying Cardiovascular Diseases And Diabetes, Mikayla P. Rucinski Jan 2026

The Role Of Resistance Training In Modifying Cardiovascular Diseases And Diabetes, Mikayla P. Rucinski

Senior Honors Theses and Projects

This review of literature examines the role of resistance training as an effective intervention for modifying risk factors associated with cardiovascular diseases and diabetes. Evidence from clinical and exercise interventions indicates that resistance training improves glycemic control by increasing lean muscle mass, enhancing insulin sensitivity, and facilitating greater glucose uptake in individuals with diabetes. In addition, resistance training has been shown to reduce resting blood pressure, improve lipid profiles, enhance vascular function, and decrease fat mass. Collectively, these physiological adaptations contribute to lowering the development and progression of cardiovascular disease across various populations. The findings support resistance training as an …


A Qualitative Study Exploring Female Graduate Assistants In Athletics: Gender-Oriented Career Barriers And Coping Strategies, Jin Park, Jiyoung Park Jan 2026

A Qualitative Study Exploring Female Graduate Assistants In Athletics: Gender-Oriented Career Barriers And Coping Strategies, Jin Park, Jiyoung Park

Faculty Publications - Kinesiology and Recreation

This study explored the perceptions of female graduate assistants who worked in the NCAA division I athletic department regarding the barriers to their career success in the sport industry and their coping mechanisms through the lens of social cognitive career theory. Semi-structured interviews were conducted with 11 female graduate assistants who were working in the athletic department of an NCAA Division I institution. The participants felt pressured to prove their value at work because of the perceived gender stereotypes against women working in sport and the belief in the glass ceiling for women working in a sport organization. To overcome …


Sleep Problems In Children With Adhd: Associations With Internalizing Symptoms And Physical Activity, Xiao Liang, Mengping Zhao, Li Su, Justin A. Haegele, Richard H. Xu, Jiayue Li, Jinxian Guo, Choi-Yeung Tse, Shirley X. Li, David H. K. Shum Jan 2026

Sleep Problems In Children With Adhd: Associations With Internalizing Symptoms And Physical Activity, Xiao Liang, Mengping Zhao, Li Su, Justin A. Haegele, Richard H. Xu, Jiayue Li, Jinxian Guo, Choi-Yeung Tse, Shirley X. Li, David H. K. Shum

Human Movement Studies & Special Education Faculty Publications

Children with attention deficit hyperactivity disorder (ADHD) experience high rates of sleep problems and are at increased risk for developing internalizing problems. This study aimed to examine the association of sleep problems and physical activity with internalizing symptoms in children with ADHD. This cross-sectional study included 188 children with ADHD (M age = 8.60 ± 1.38, 78.7% boys). Self-reported questionnaires were used to assess sleep problems (Pittsburgh Sleep Quality Index [PSQI]) and internalizing symptoms (Depression Anxiety Stress Scale 21 [DASS 21]). The presence of sleep problems was defined as a PSQI score > 5. Physical activity was recorded by an ActiGraph …


Validity Assessment Of Resting Heart Rate Variability From The Garmin Health Snapshot, Kayla M. Porter, Andrew Flatt Jan 2026

Validity Assessment Of Resting Heart Rate Variability From The Garmin Health Snapshot, Kayla M. Porter, Andrew Flatt

Honors College Theses

Purpose: To assess the agreement between the Garmin Forerunner 265 (a commercially available sports watch) and a single-channel electrocardiographic (ECG) chest strap for determining resting heart rate variability (HRV). Secondary aims were to assess the impact of skin tone and body position on measurement accuracy.

Methods: Young adults (n = 30, 57% women) aged 18–39 years without known cardiovascular conditions and without tattooing or scarring on the dorsal left wrist were recruited. HRV was recorded simultaneously using ECG and the Forerunner 265’s optical sensor during Garmin’s 2-minute “Health Snapshot.” Measurements were obtained in three standardized positions: supine, seated, and standing. …


Should More Teams "Trust The Process" Of Tanking?, Eduardo G. Minuci, Alexander Cardazzi, Candon Johnson Jan 2026

Should More Teams "Trust The Process" Of Tanking?, Eduardo G. Minuci, Alexander Cardazzi, Candon Johnson

Economics Faculty Publications

In many professional sport leagues, the worst-performing teams receive higher probability of earning top draft picks. This provides teams incentives to purposefully lose, or "tank," if they are not likely to contend for the playoffs or championships. We evaluate the effectiveness of tanking to improve team outcomes by examining the most explicit tanking case in the NBA: the "Trust the Process" Philadelphia 76ers. Using synthetic control, we demonstrate that tanking caused the 76ers to be more successful in terms of winning and operating income. However, only operating income had a plausibly positive present value when calculating discounted present values.


Current Concepts In Hip And Core Assessment To Reduce The Risk Of Acl Injury, Jeremy M. Burnham, Anthony T. Drazick, Ghislain Aminake, Darren L. Johnson, Mary Lloyd Ireland, Brian W. Noehren Jan 2026

Current Concepts In Hip And Core Assessment To Reduce The Risk Of Acl Injury, Jeremy M. Burnham, Anthony T. Drazick, Ghislain Aminake, Darren L. Johnson, Mary Lloyd Ireland, Brian W. Noehren

Orthopaedic Surgery and Sports Medicine Faculty Publications

Background: Hip and trunk (“core”) muscle dysfunction has emerged as a modifiable contributor to lower-limb biomechanics linked with non-contact anterior cruciate ligament (ACL) injuries. Clinicians increasingly target core stability and control during injury-prevention screening and post-operative rehabilitation programs; however, the literature lacks a focused synthesis of core-directed strategies for ACL injury mitigation. The purpose of this current concepts review is to synthesize current evidence on hip- and core-focused assessment and rehabilitation strategies that may mitigate ACL injury risk.

Design: Current Concepts Review.

Methods: A narrative search of PubMed and Google Scholar (January 2000 – April 2025) identified biomechanical, prospective, interventional, …


Acceleration Battery Predictive Model Utilizing Field-Based Testing, Peterson Bohannon Jan 2026

Acceleration Battery Predictive Model Utilizing Field-Based Testing, Peterson Bohannon

Master's Theses or Doctor of Nursing Practice

Sprint performance is a foundational determinant of success across multiple track and field events, yet many of the biomechanical and physiological factors underlying performance are typically assessed using laboratory-based tools that are not accessible to most coaches. The purpose of this study was to develop and evaluate a practical, field-based testing model capable of predicting 60 m sprint performance and identifying key performance determinants in sprint and jump athletes.

A cohort of 40 collegiate track and field athletes (ages 18–24) completed a comprehensive testing battery including 30 m acceleration, 30 m fly sprint, standing long jump, standing five-bound, vertical jump, …


A Narrative Review Of The High-Carbohydrate Fueling Revolution (≥100 G/H) In The Professional Peloton, Patrick B. Wilson Jan 2026

A Narrative Review Of The High-Carbohydrate Fueling Revolution (≥100 G/H) In The Professional Peloton, Patrick B. Wilson

Exercise Science Faculty Publications

High-carbohydrate fueling in cycling (defined as ≥ 100 g/h for this paper) has received significant media attention in recent years. Whether this practice improves performance, however, remains an unresolved issue in the scientific literature. The purpose of this narrative review is to provide an up-to-date analysis of the practice of high-carbohydrate fueling, with a specific focus on potential performance implications in professional cycling. Topics covered include historical carbohydrate intake guidelines, research directly comparing high-carbohydrate fueling with traditional fueling guidelines, theorized benefits of high-carbohydrate fueling specific to cycling, potential risks associated with high-carbohydrate fueling, and personalizing carbohydrate intakes. Among a small …


Increasing Occupational Therapy’S Visibility In College Sports Medicine In Student-Athletes With Season-Ending Injuries, Mickaela H. Buzzy, Bonnie Fischer-Camara Jan 2026

Increasing Occupational Therapy’S Visibility In College Sports Medicine In Student-Athletes With Season-Ending Injuries, Mickaela H. Buzzy, Bonnie Fischer-Camara

Post Professional Occupational Therapy Doctoral (PPOTD) Student Capstone Projects

Sport is an essential part of a student-athlete’s life. Many student-athletes gain a strong “athletic identity” in their sport. When a student-athlete is faced with an injury, specifically a season-ending injury, they are at risk of facing a significant sense of loss of identity and adverse psychological effects on their mental health. In the collegiate athletic setting, athletic trainers are often the first to notice signs of psychological distress of student-athletes; however, they frequently report limited education, training, and confidence in providing necessary psychosocial interventions. The purpose of this capstone project was to increase occupational therapy’s visibility in the collegiate …


Low Energy Availability And Dietary Factors In High School Runners, Natalie E. Allik Jan 2026

Low Energy Availability And Dietary Factors In High School Runners, Natalie E. Allik

All Master's Theses

Context: Low energy availability (LEA) is associated with adverse health and performance outcomes in athletes and may be particularly concerning during adolescence when growth and bone development are ongoing. Although inadequate carbohydrate (CHO) intake has been proposed as a contributor to LEA, limited research has examined this relationship in adolescent endurance athletes. Objective: To examine dietary intake, bone mineral density (BMD), and eating disorder (ED) risk in adolescent distance runners with and without LEA. Methods: Eighteen adolescent distance runners (15.7 ± 1.2 years; 7 males, 11 females) completed baseline assessments including anthropometrics, dual-energy X-ray absorptiometry (DXA), a 24-hour dietary recall, …


Will They Be More Honest With An (External) Proctor? Evaluating Ufc Match Performance Before And After The Adoption Of The Usada Doping Program, Moonsup Hyun, Wonsok (Frank) Jee, Sehwon Kang, Yohan Lee Jan 2026

Will They Be More Honest With An (External) Proctor? Evaluating Ufc Match Performance Before And After The Adoption Of The Usada Doping Program, Moonsup Hyun, Wonsok (Frank) Jee, Sehwon Kang, Yohan Lee

Human Movement Studies & Special Education Faculty Publications

Over the eight years from 2015 to 2023, the Ultimate Fighting Championship (UFC) partnered with the United States Anti-Doping Agency (USADA) to institute comprehensive external oversight of doping controls. This study investigates the effects of transitioning from internally administered anti-doping protocols to exclusive external governance by comparing UFC performance metrics before and during the USADA partnership. Using a Difference-in-Differences (DiD) approach with data from 2012 to 2018, we find that match duration significantly increased, while the likelihood of extreme outcomes, knockouts (KO), technical knockouts (TKO), and submissions, decreased during the USADA period. These results suggest that performance-enhancing drugs (PEDs) could …


Understanding Motivations And Health Outcomes Of College-Aged Triathletes During Covid-19: A Mixed-Methods Study, Patrick Wilson, Eddie Hill, Justin Haegele, Xihe Zhu Jan 2026

Understanding Motivations And Health Outcomes Of College-Aged Triathletes During Covid-19: A Mixed-Methods Study, Patrick Wilson, Eddie Hill, Justin Haegele, Xihe Zhu

Human Movement Studies & Special Education Faculty Publications

A triathlon is a multi-sport event that consists of three simultaneous events: swimming, biking, and running. This sport has experienced significant growth in the past few decades, with colleges and universities now participating. This exploratory mixed-methods study examined the motivations and perceived health benefits of college triathletes during the COVID-19 pandemic, using the Means-Ends of Recreation Scale and the Perceived Health Outcomes of Recreation Scale (N = 29), as well as semi-structured interviews (N = 4). Results indicate no difference in motives or health outcomes between male and female survey respondents. The thematic analysis of open-ended interview questions highlighted lived …


Questioning Body-Normativity Dominance In Inclusive Physical Education: A Transgressive Analysis Through Bell Hooks' Perspectives, Maria Luiza Tanure Alves, Justin A. Haegele, Anthony Maher, Sebastian Ruin, Lesley Sharpe, Martina Giese, Janine Coates Jan 2026

Questioning Body-Normativity Dominance In Inclusive Physical Education: A Transgressive Analysis Through Bell Hooks' Perspectives, Maria Luiza Tanure Alves, Justin A. Haegele, Anthony Maher, Sebastian Ruin, Lesley Sharpe, Martina Giese, Janine Coates

Human Movement Studies & Special Education Faculty Publications

Grounded in Critical Disability Studies, this study examines how mechanisms of oppression are recurrently legitimized in relation to Disabled students in Physical Education (PE). Drawing on bell hooks’ perspective, this study explores recurring logics of domination, thereby deepening understandings of how oppression is produced and sustained in PE. Using a post-structuralist approach, we conducted qualitative interviews with nine PE teachers to examine the dominant beliefs and pedagogical practices that shape PE in relation to disability. Interview data were analyzed through interpretative discourse analysis, guided by Critical Disability Studies and informed by hooks’ critical insights on oppression. The findings suggest …


Cardiorespiratory Response In Esports Participants In Competition And Scrimmage, Jacob W. Bowerman Jan 2026

Cardiorespiratory Response In Esports Participants In Competition And Scrimmage, Jacob W. Bowerman

Williams Honors College, Honors Research Projects

The purpose of this study is to explore how heart rate differs between scrimmages and competitions in varsity esports athletes at The University of Akron. This study also examines how heart rate varies across video game titles, as well as before and after both scrimmage and competition play. A scrimmage is defined as a practice game between two collegiate esports teams in which league standings and tournament eligibility are not affected by the outcome. In contrast, a competition is an official match between collegiate esports teams in which results directly influence league standings and tournament qualification.

Physiological stress can be …


Acute Changes In Muscle Thickness And Perceptual Responses Following Different Applications Of Blood Flow Restriction, Anuj J. Prajapati Jan 2026

Acute Changes In Muscle Thickness And Perceptual Responses Following Different Applications Of Blood Flow Restriction, Anuj J. Prajapati

Honors Undergraduate Theses

The use of blood flow restriction (BFR) allows for reductions in exercise intensity without compromising muscular adaptations that are typically only manifested during high-load non-BFR exercise. There exist, however, several ways to implement BFR and there is a lack of information regarding which application may be beneficial over another. The purpose of this investigation was to examine acute changes in muscle size and perceptual responses following different pressure applications of BFR (i.e., continuous BFR [cBFR], intermittent during sets BFR [iBFRsets], and intermittent during rest BFR [iBFRrest]) relative to an unrestricted condition (i.e., nBFR). Participants completed cBFR, …


Relationships Between Quadriceps Neuromuscular Function And Time From Surgery Following Acl Reconstruction Are Sex-Specific, Tatiana Restrepo Jan 2026

Relationships Between Quadriceps Neuromuscular Function And Time From Surgery Following Acl Reconstruction Are Sex-Specific, Tatiana Restrepo

Honors Undergraduate Theses

Anterior cruciate ligament reconstruction (ACLR) is associated with persistent quadriceps dysfunction, including muscular weakness and altered spinal and cortical excitability. While recovery has been widely studied, most investigations focus on isolated domains and fixed postoperative time points. Emerging evidence suggests females often experience slower or less complete quadriceps recovery compared to males, yet the time-dependent nature of these sex-specific outcomes remains unclear. The purpose of this study is to examine whether relationships between time since ACLR and quadriceps neuromuscular outcomes differ by sex across muscular, spinal, and cortical domains. Adults aged 18–35 with a history of primary, unilateral ACLR were …


The Role Of Body Composition In Predicting Fitness Performance Of Law Enforcement Officers, Taylor J. Parmentier Jan 2026

The Role Of Body Composition In Predicting Fitness Performance Of Law Enforcement Officers, Taylor J. Parmentier

Theses and Dissertations

Law enforcement officers (LEOs) perform physically demanding tasks such as foot pursuits, lifting, carrying, dragging, and physical restraint. Effectively performing these duties requires significant muscular strength, endurance, and cardiorespiratory fitness. Lower fitness levels pose risks for reduced health, performance, slower recovery, increased fatigue, and potentially affecting decision-making under strenuous conditions. The purpose of this study was to identify the strongest predictor of physical fitness performance among active-duty LEOs. Body composition analysis and a comprehensive fitness evaluation of twenty-nine male LEOs (age: 36.2 ± 9.3 years, body mass (BM): 95 ± 13.7 kg, height: 1.8 ± 0.1 m) was completed. The …


Examining The Flow State In College Football, Nicholas R. Reynolds Jr., Selen Razon Jan 2026

Examining The Flow State In College Football, Nicholas R. Reynolds Jr., Selen Razon

West Chester University Graduate Theses, Dissertations, and Final Projects

The flow state, first defined by Csikszentmihalyi (1990) as a state of total absorption in an activity characterized by effortless control, heightened focus, and peak functioning, has been well-documented in sport but has received limited attention in the context of college football. This study examined the flow state experiences of varsity football players at West Chester University, including their awareness of the concept, the frequency and subjective nature of their experiences, the strategies they use to reach this state, and their perceptions of its relationship to team success. A researcher-developed survey was administered to team members during the offseason, yielding …


Influence Of A Structured Strength Program On Sport-Related Outcomes In Female Lacrosse Players, Taylor R. Howard Jan 2026

Influence Of A Structured Strength Program On Sport-Related Outcomes In Female Lacrosse Players, Taylor R. Howard

UNF Graduate Theses and Dissertations

Per the National Collegiate Athletic Association (NCAA), approximately 30,000 individuals participate in collegiate lacrosse in the United States, roughly 13,000 being women. Participation beyond the NCAA has increased substantially in the National Association of Intercollegiate Athletics (NAIA), National Junior College Athletics Association (NJCAA), the Women’s Club Lacrosse Association (WCLA), and high school programs nationwide.  As women’s lacrosse continues to grow, strength and conditioning programs at the collegiate level have become pervasive to enhance athletic performance. However, limited research exists examining the impact of strength training on physical performance in women’s lacrosse.

The purpose of this study was to investigate the …


Post Activation Performance Enhancement Effects On Countermovement Jumps In Men And Women, Gabriel Felipe Arantes Bertochi, Márcio Fernando Tasinafo Júnior, Leonardo Lima, Kazunori Nosaka, Enrico Fuini Puggina Jan 2026

Post Activation Performance Enhancement Effects On Countermovement Jumps In Men And Women, Gabriel Felipe Arantes Bertochi, Márcio Fernando Tasinafo Júnior, Leonardo Lima, Kazunori Nosaka, Enrico Fuini Puggina

Research outputs 2022 to 2026

The present study investigated the post-activation performance enhancement (PAPE) effects of six different conditioning activities on countermovement jump (CMJ) height and compared the PAPE effects between sexes. We recruited 18 male and 17 female participants (age: 24.6 ± 3.7 y, height: 1.71 ± 0.10 m, body mass: 75.7 ± 16.1 kg) with at least one year of resistance exercise experience. They performed a familiarization session in which the one-repetition maximum back squat (1-repetition maximum back squat: 134 ± 32 kg; 1- repetition maximum back squat/body mass: 1.8 ± 0.4) was assessed. This was followed by six visits for six different …


The Epidemiology Of Catastrophic Head And Neck Injuries In High School And College Non-Football Sports: A 4-Decade Review, Courtney M. Meyer, Kristen L. Kucera, Samantha E. Scarneo-Miller, Zachary K. Winkelmann, Susan W. Yeargin Jan 2026

The Epidemiology Of Catastrophic Head And Neck Injuries In High School And College Non-Football Sports: A 4-Decade Review, Courtney M. Meyer, Kristen L. Kucera, Samantha E. Scarneo-Miller, Zachary K. Winkelmann, Susan W. Yeargin

Rehabilitation Sciences Faculty Publications

Background:

Catastrophic head and neck injuries (CHNIs) in sport are rare but can have disabling or fatal outcomes. Prior studies have focused on football, equipment-laden sports, or different injury severities, not CHNI in nonfootball sports.

Purpose:

To describe the epidemiology of CHNI across levels (high school vs collegiate) in nonfootball sports and evaluate differences in injury rates (IRs) by sport, sex, and decade.

Study Design

Descriptive epidemiological study.

Methods:

This study utilized 40 academic years (1982-1983 to 2021-2022) of surveillance data from the National Center for Catastrophic Sports Injury Research. Descriptive statistics summarized athlete, event, and injury characteristics. IRs were …


Stability Of Salivary Microrna Measures Across An Ncaa Division I Football Season: Implications For Microrna As A Biomarker Of Concussion, Thomas R. Campbell, Martina Zamponi, Delaney Leathers, Julie Cavallario, Jessica C. Martinez, Peter A. Mollica Jan 2026

Stability Of Salivary Microrna Measures Across An Ncaa Division I Football Season: Implications For Microrna As A Biomarker Of Concussion, Thomas R. Campbell, Martina Zamponi, Delaney Leathers, Julie Cavallario, Jessica C. Martinez, Peter A. Mollica

Rehabilitation Sciences Faculty Publications

Background

Clinicians often face challenges in concussion care due to a heavy reliance on subjective patient input. Recently, research has sought objective biomarkers, like salivary microRNAs, to improve concussion management. However, significant limitations hinder the use of microRNAs as a diagnostic tool, including the cumulative effects of a contact sport season. A better understanding of the response to a contact sport season would help researchers and clinicians interpret expression changes at the time of injury in the context of seasonal variation. in Therefore, this study investigated the reliability of previously identified salivary microRNA targets across one contact sport season.

Methods …


Organized Sports-Based Interventions And Motor Outcomes In Children Diagnosed With Autism Spectrum Disorder: A Systematic Review, Kailash Ram, Maeren Hill, Caitlyn Stewart, Kaitlin P. Hardy Md, Sonia Khurana Jan 2026

Organized Sports-Based Interventions And Motor Outcomes In Children Diagnosed With Autism Spectrum Disorder: A Systematic Review, Kailash Ram, Maeren Hill, Caitlyn Stewart, Kaitlin P. Hardy Md, Sonia Khurana

Rehabilitation Sciences Faculty Publications

Aim

To evaluate the effectiveness of organized sports-based interventions on motor outcomes in children with autism spectrum disorder (ASD).

Method

Four databases were searched from inception to November 2025 for randomized controlled trials (RCTs) and non-randomized controlled trials (NRCTs) reporting motor outcomes of organized sports-based interventions in children with ASD. Risk of bias was evaluated using ROB-2 (Cochrane Risk of Bias Tool, Version Two) for RCTs and ROBINS-I (Risk Of Bias In Non-randomized Studies - of Interventions) for NRCTs.

Results

Eleven studies (six RCTs, five NRCTs) were included and categorized as martial arts (n = 5), aquatic training (n = …


Standardization Of Neuromuscular Reflex Analysis—Role Of Fine-Tuned Vision-Language Model Consortium And Openai Gpt-Oss Reasoning Llm-Enabled Decision Support System, Eranga Bandara, Ross Gore, Sachin Shetty, Ravi Mukkamala, Christopher K. Rhea, Brittany S. Samulski, Amin Hass, Atmaram Yarlagadda, Shaifali Kaushik, Malith De Silva, Andriy Maznychenko, Inna Sokolowska, Kasun De Zoysa Jan 2026

Standardization Of Neuromuscular Reflex Analysis—Role Of Fine-Tuned Vision-Language Model Consortium And Openai Gpt-Oss Reasoning Llm-Enabled Decision Support System, Eranga Bandara, Ross Gore, Sachin Shetty, Ravi Mukkamala, Christopher K. Rhea, Brittany S. Samulski, Amin Hass, Atmaram Yarlagadda, Shaifali Kaushik, Malith De Silva, Andriy Maznychenko, Inna Sokolowska, Kasun De Zoysa

VMASC Publications

Background/Objectives: Accurate assessment of neuromuscular reflexes, such as the Hoffmann reflex (H-reflex), plays a critical role in sports science, rehabilitation, and clinical neurology. Conventional interpretation of H-reflex electromyography (EMG) waveforms is subject to inter-rater variability and interpretive bias, limiting reliability and standardization. This study aims to develop an automated, interpretable, and robust agentic AI–driven framework for H-reflex waveform analysis. Methods: We propose a fine-tuned Vision–Language Model (VLM) consortium combined with a reasoning Large Language Model (LLM)–enabled decision support system for automated H-reflex interpretation. Multiple VLMs were fine-tuned on curated datasets of H-reflex EMG waveform images annotated with expert clinical observations, …


Validity Of The Polar Verity Sense Optical Armband And Iphone Accelerometer For Heart Rate Variability Assessment, Chinelo C. Chukwuma Jan 2026

Validity Of The Polar Verity Sense Optical Armband And Iphone Accelerometer For Heart Rate Variability Assessment, Chinelo C. Chukwuma

College of Graduate Studies: Theses & Dissertations

The purpose of this study was to test the validity of the Polar Verity Sense optical armband and iPhone accelerometer (Kubois seismocardiography, SCG) against the Polar H10 across different body positions (for both devices) and measurement durations (for Verity Sense only) while accounting for skin pigmentation. Healthy young adults (n = 46) participated in simultaneous recordings in the supine, seated, and standing positions using the Kubios mobile application on separate devices. Verity Sense measurements were collected for both 1‑ and 5‑min durations, whereas accelerometer measures were 1 min. Skin pigmentation was quantified with the melanin index (M-index). For resting heart …


Effects Of The Menstrual Cycle Phase On Rpe, And Symptom Characteristics In Pre-Professional Female Soccer Players, Emily Potts Jan 2026

Effects Of The Menstrual Cycle Phase On Rpe, And Symptom Characteristics In Pre-Professional Female Soccer Players, Emily Potts

College of Graduate Studies: Theses & Dissertations

Hormonal fluctuations across the distinct phases of the menstrual cycle have been shown to influence physiological and psychological responses to exercise, with some evidence suggesting phase-dependent changes in symptom presentation and ratings of perceived exertion (RPE); however, findings remain inconsistent, and few studies have examined these relationships across an entire competitive season in female soccer players. The purpose of this study was to examine changes in RPE and menstrual symptoms across cycle phases, as well as the relationships between RPE and symptom reporting in pre-professional female soccer players. A total of 22 female soccer players (age 22± 1.85) were recruited …


Assessment Of Countermovement Jump In Athlete Status And Monitoring, Michael David Delong Jan 2026

Assessment Of Countermovement Jump In Athlete Status And Monitoring, Michael David Delong

Graduate Theses, Dissertations, and Problem Reports (ETD)

Utilizing a CMJ to test athlete physical abilities and training program efficacy is popular, as it is simple, noninvasive, and has significant relations with sport qualities. However, assessments often use discrete outcome measures. This research explored strategy-based measures accounting for eccentric power and time and may explain athlete status more effectively. The research objectives are to analyze the use of the mean power rate of the CMJ to compare athletes' playing ability and its usefulness in monitoring during off-season training. Additionally, power-time curve analysis added location and timing of effects due to fatigue or fitness adaptation. Proper testing and monitoring …


Test-Retest Reliability And Validity Of The Gas Exchange Threshold, Erik Ryan Snell Mr. Jan 2026

Test-Retest Reliability And Validity Of The Gas Exchange Threshold, Erik Ryan Snell Mr.

Theses and Dissertations--Kinesiology and Health Promotion

Theoretically, the gas exchange threshold (GET) demarcates the moderate and heavy intensity domains, whereby exercise performed at and below the GET results in a change in oxygen consumption ([ΔVO2] ≤ 200 mL), and exercise above the GET results in a slow component (ΔVO2 > 200 mL). This study examined the reliability and validity of the GET. 14 subjects performed two maximal graded exercise tests (GXTs) to determine the GET and its reliability. The minimal difference (MD = 21W) was applied to determine the GET above (GET+MD) and below (GET-MD) power outputs for 30 min …