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Articles 61 - 90 of 1567
Full-Text Articles in Sports Sciences
Breaking Barriers: Disparities Among Minority Collegiate Athletes In Concussion Reporting, Josette Villanueva, Melissa Long
Breaking Barriers: Disparities Among Minority Collegiate Athletes In Concussion Reporting, Josette Villanueva, Melissa Long
Clinical Practice in Athletic Training
Introduction: Concussions are a serious concern in sports medicine because of their potential long-term effects on cognitive and neurological health. However, many athletes, especially those from minority groups, hesitate to report symptoms due to fears of being sidelined, pressure to keep playing, and challenges like limited access to education, language barriers, and distrust in healthcare systems. The objective of this study was to investigate the barriers to concussion reporting among Division I collegiate athletes, with a particular focus on demographic differences, particularly racial and ethnic disparities. The goal was to identify key factors that hinder self-reporting and to propose strategies …
Hyoid Bone Fracture In A Division 1 Football Player: A Conservative Management Case Study, Kynnedy Louis, Andrew Crane, Mark Knoblauch, Layci Harrison
Hyoid Bone Fracture In A Division 1 Football Player: A Conservative Management Case Study, Kynnedy Louis, Andrew Crane, Mark Knoblauch, Layci Harrison
Clinical Practice in Athletic Training
Introduction: The hyoid bone plays an important role in speaking, swallowing, and supporting the tongue. Hyoid bone fractures account for 0.002% of all fractures and are typically seen in cases dealing with strangulations or a blunt force trauma such as occurs from vehicle accidents or martial arts injuries. Signs and symptoms of hyoid fractures can include dyspnea, pharyngeal tear, or subcutaneous emphysema, and if not recognized early can significantly damage the airway. Patient Information: A 23-year-old male collegiate football player sustained blunt trauma to the anterior part of his neck due to a tackle forcing the helmet chin strap against …
Sleep And Stress Experienced By Collegiate Baseball Players During A Fall Season, Andrew R. Gallucci, Katie M. Lee, Eric Rash, Jeremy A. Bigalke, Jason R. Carter
Sleep And Stress Experienced By Collegiate Baseball Players During A Fall Season, Andrew R. Gallucci, Katie M. Lee, Eric Rash, Jeremy A. Bigalke, Jason R. Carter
Clinical Practice in Athletic Training
Introduction: College students are notoriously poor sleepers due to academic and social demands. Collegiate athletes have additional athletic responsibilities that can also affect sleep. During a season, baseball players experience prolonged bouts of high intensity activity that increase the need for recovery and sleep. Athletes can also experience higher perceived stress levels, a factor also known to impact sleep. Reduced sleep quality and quantity during a competitive season can impede recovery and decrease performance. The present study sought to determine the relationships between sleep [Total Sleep Time (TST), Sleep Efficiency (SE), Sleep Onset Latency (SOL), Awakenings] and stress over a …
Impressions And Gastrointestinal Tolerance Of An Electrolyte Hydration Beverage Among Individuals Participating In Collegiate Baseball, S. Andrew Cage, Alexander Jacobsen, Brandon Warner, Jessie Gibson, Derek Lege, Robert French
Impressions And Gastrointestinal Tolerance Of An Electrolyte Hydration Beverage Among Individuals Participating In Collegiate Baseball, S. Andrew Cage, Alexander Jacobsen, Brandon Warner, Jessie Gibson, Derek Lege, Robert French
Clinical Practice in Athletic Training
Context: Performing physical activity in numerous environmental conditions often results in mild to moderate dehydration. Dehydration can be problematic for the physically active population, as it can lead to decreases in physical and cognitive performance. This places emphasis on making sure individuals are properly hydrated during exercise. One of the barriers to appropriate hydration behaviors that has been identified in physically active individuals is a dislike of available hydration options. This highlights the need for sports medicine professionals to provide physically active individuals with appealing hydration options. Currently there is a lack of research exploring the flavor appeal of hydration …
Overcoming Thoracic Outlet Syndrome In A Young Athlete: A Case Study, Cormia Lewis, Christina Fry, Mark Knoblauch, Layci Harrison
Overcoming Thoracic Outlet Syndrome In A Young Athlete: A Case Study, Cormia Lewis, Christina Fry, Mark Knoblauch, Layci Harrison
Clinical Practice in Athletic Training
Introduction: Thoracic Outlet Syndrome (TOS) is a rare and complex condition caused by the compression of neurovascular structures in the thoracic outlet. TOS is estimated to affect 3 to 80 individuals per 1,000,000 annually, with neurogenic TOS accounting for approximately 95% of cases. Athletes who perform repetitive overhead motions are at higher risk due to increased stress on the brachial plexus. Diagnosis can be challenging as symptoms such as pain, numbness, and weakness, often mimic other conditions such as nerve entrapment or tendon pathologies. Treatment for TOS typically begins with a conservative approach, including postural correction and strengthening, activity modification, …
Trust, Culture, And Conversation: How Athletic Training Leaders Navigate High-Stakes Interactions, Nicole A. Wilkins, Ashley B. Thrasher, Ericka P. Zimmerman
Trust, Culture, And Conversation: How Athletic Training Leaders Navigate High-Stakes Interactions, Nicole A. Wilkins, Ashley B. Thrasher, Ericka P. Zimmerman
Clinical Practice in Athletic Training
Introduction: Engaging in difficult conversations is central to leadership growth and requires sustained effort to refine and strengthen these skills. Leaders not only need to navigate the complexities of their role within an organization, but also the intersectionality of interpersonal dynamics, emotional intelligence, structural hierarchies, and the nuanced environments that influence how communication occurs. Furthermore, leaders must adapt to role expectations that shift across clinical, academic, and administrative contexts, adjusting their approach to engaging in conversations based on these complexities. As part of a larger research project examining difficult conversations, this portion of the study explored how leaders in athletic …
Integrating Wearable Technologies Into Athletic Training: Bridging Innovation And Clinical Practice, Michael Douglas
Integrating Wearable Technologies Into Athletic Training: Bridging Innovation And Clinical Practice, Michael Douglas
Clinical Practice in Athletic Training
Athletic training is entering a transformative period driven by the convergence of wearable technologies, artificial intelligence (AI), and advanced biomechanical modeling. Historically, wearable technology in sport was primarily used for performance tracking, including workload monitoring, heart rate assessment, and movement quantification. However, advances in sensor accuracy and data analytics have expanded the clinical relevance of wearable systems, allowing athletic trainers to monitor fatigue markers, movement asymmetry, and neuromuscular control patterns that inform injury risk and rehabilitation progression. Wearable sensor technologies provide objective data that can support clinical decision-making when integrated with traditional evaluation methods.¹Despite these advancements, wearable technologies present persistent …
Performance On The Timed Single-Leg Step-Down Test Is Correlated With Hip And Knee Biomechanics As Measured By 3d Markerless Motion Capture, Ghislain Aminake, Anthony Drazick, Christ Focht, Chloe Roy, Emily Clark, Savannah Knighton, Edward Austin, Jeremy Burnham
Performance On The Timed Single-Leg Step-Down Test Is Correlated With Hip And Knee Biomechanics As Measured By 3d Markerless Motion Capture, Ghislain Aminake, Anthony Drazick, Christ Focht, Chloe Roy, Emily Clark, Savannah Knighton, Edward Austin, Jeremy Burnham
Clinical Practice in Athletic Training
Introduction: The timed single-leg step-down (SLSD) test is widely used in clinical and sports settings to assess lower extremity function and injury risk, yet the specific biomechanical determinants of performance on this test remain poorly understood. The purpose of this study is to investigate the relationship between performance on the timed SLSD test and hip and knee biomechanics captured by a markerless 3-D motion-analysis system. Methods: Twenty (20) healthy high school athletes with no recent history of lower extremity injury completed a 60-second timed single leg step down test. The number of quality SLSD repetitions (REPS) constituted their SLSD score. …
Athletic Trainers’ Motivations For And Satisfaction With Transition To The Physician Practice Setting, Abigail G. Overstreet, Nicolette A. Harris, Cailee E. Welch Bacon
Athletic Trainers’ Motivations For And Satisfaction With Transition To The Physician Practice Setting, Abigail G. Overstreet, Nicolette A. Harris, Cailee E. Welch Bacon
Clinical Practice in Athletic Training
An increasing number of athletic trainers are transitioning from traditional settings, such as secondary schools, colleges, universities, and professional sports, to physician practice. Although research suggests athletic trainers may be changing settings in search of better working conditions, little is known about their motivations for and satisfaction with the setting transition. The objective of this research was to explore athletic trainers’ motivations for and satisfaction with transition to the physician practice setting. A qualitative design was used to collect and interpret data. Eleven certified athletic trainers (6 women, 5 men; age 1⁄4 38.5 6 10.0 years) who transitioned from a …
Improving Entry-Level Athletic Training Student Confidence In Emergency Care: A Pilot Study, Michele Pye, Cade Watts, John Hunt, Kimberly Pritchard
Improving Entry-Level Athletic Training Student Confidence In Emergency Care: A Pilot Study, Michele Pye, Cade Watts, John Hunt, Kimberly Pritchard
Clinical Practice in Athletic Training
Introduction: Immediate and emergency care is essential to athletic training education and clinical practice. Athletic training students (ATS) may have limited exposure to emergencies during their clinical experiences, which can undermine their confidence. AT educators can improve ATS confidence and clinical reasoning using a simulation-based, learner-centered SNAPPS approach. SNAPPS consists of Summarizing the history and findings, Narrowing and Analyzing the differential diagnoses, Probing peers about uncertainties or confusion, Planning management, and Selecting case-related knowledge gaps for self-directed learning. This empowers students to control the learning environment while adding realism to encounters. The purpose of this pilot study was to determine …
Recurrent Lateral Patellar Dislocation After Mpfl Repair With Subsequent Tibial Tubercle Anteromedialization And Concomiant Mpfl Reconstruction, Jacob Hardy, Anthony Thomas Drazick, Joshua Pratt, Jeremy M. Burnham
Recurrent Lateral Patellar Dislocation After Mpfl Repair With Subsequent Tibial Tubercle Anteromedialization And Concomiant Mpfl Reconstruction, Jacob Hardy, Anthony Thomas Drazick, Joshua Pratt, Jeremy M. Burnham
Clinical Practice in Athletic Training
Introduction: Patellar instability is a common knee pathology, particularly among adolescents and young adults, with reported incidence rates ranging from 7 to 77 per 100,000 person-years. Following an initial patellar dislocation, recurrence rates have been reported as high as 86%, particularly in patients with underlying anatomic risk factors. Identification of the multifactorial contributors to patellar instability is critical to guide appropriate management and prevent recurrent episodes. Common pathoanatomic factors associated with recurrent instability include trochlear dysplasia, patella alta, lateralized tibial tubercle, coronal or torsional malalignment, and abnormal patellar shift. This case report describes a patient who presented with a chronic …
Performance Characteristics Of National Club Baseball Association Athletes Completing In-Season Elastic Resistance Training, Scott K. Harnden, Dawson M. Maxlow, Gena D. Guerin, Merrick A. Lincoln
Performance Characteristics Of National Club Baseball Association Athletes Completing In-Season Elastic Resistance Training, Scott K. Harnden, Dawson M. Maxlow, Gena D. Guerin, Merrick A. Lincoln
Internet Journal of Allied Health Sciences and Practice
Purpose: The purpose of this study was to assess in-season physical performance metrics of National Club Baseball Association Athletes (NCBA) baseball players before and after a 6-week field-based elastic tubing resistance training intervention. Performance metrics included throwing velocity, isometric shoulder rotation strength, dynamic stability, muscular endurance, and range of motion (ROM). Method: A cohort of adult male NCBA athletes (n=13; 20.1±1.1years; 171.4±24.1cm; 77.0±10.5kg; all right hand dominant) enrolled in the 6-week biweekly intervention of seven upper extremity exercises. All exercises were completed with wrist-affixed elastic tubing prior to sport practices. Pre- and post-intervention testing included throwing velocity measured via pocket …
Reliability And Score Agreement Of A Modified Lower Quarter Y-Balance Test As Compared To The Lower Quarter Y-Balance Test In Healthy Adults, Braden L. Lawson, Jordan Morris, Alan Brubaker Rodriguez, Wendy Wheeler
Reliability And Score Agreement Of A Modified Lower Quarter Y-Balance Test As Compared To The Lower Quarter Y-Balance Test In Healthy Adults, Braden L. Lawson, Jordan Morris, Alan Brubaker Rodriguez, Wendy Wheeler
Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association
Introduction: The Y-Balance Test (YBT) is a dynamic balance test assessing range of motion, flexibility, neuromuscular control, and strength. The YBT is used to evaluate individuals for increased injury risk, deficiencies, and progress of rehabilitation. Due to the higher cost associated with materials in a YBT kit, a modified YBT (mYBT) was created using three cloth measuring tapes, and three blocks of wood to help mitigate financial barriers. In previous studies the mYBT has demonstrated adequate agreement of composite scores with the Upper Quarter Y-Balance Test (UQYBT). The purpose of this study was to determine the agreement of composite scores …
The Effect Of Vitamin D Supplementation On Serum 25(Oh)D And Its Association With Stress Fractures In High-Risk, Physically Active Adults: A Critically Appraised Topic, Connor Lewis, Martha Yost, Aric J. Warren
The Effect Of Vitamin D Supplementation On Serum 25(Oh)D And Its Association With Stress Fractures In High-Risk, Physically Active Adults: A Critically Appraised Topic, Connor Lewis, Martha Yost, Aric J. Warren
Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association
Clinical Scenario: In collegiate athletic and military populations alike, the repetitive and intense training increase the risk of experiencing a stress fracture, representing a significant time loss and financial cost. Research suggests the use of supplemental vitamin D to prevent the occurrence of stress fractures in high-risk adults. Clinical Question: In high risk, physically active adults, does the effect of vitamin D supplementation on serum 25-hydroxyvitamin D [25(OH)D] concentration effect the occurrence of stress fractures? Clinical Bottom Line: The findings suggest that clinicians should consider the use of supplemental vitamin D as a protective measure against the occurrence of stress …
A Comparison Of Novel Treatment Interventions To Improve Hamstring Range Of Motion, Sadie Buboltz-Dubs, Brittney Dejong, William S. Gear
A Comparison Of Novel Treatment Interventions To Improve Hamstring Range Of Motion, Sadie Buboltz-Dubs, Brittney Dejong, William S. Gear
Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association
Purpose: Perceived hamstring tightness is a prevalent condition caused by multiple factors, including anterior pelvic tilt and neural tension. Traditional treatments, such as static stretching, do not address these underlying conditions. This study aimed to determine the short-term effectiveness of two neuromuscular treatment techniques for increasing hamstring flexibility compared with a traditional static stretching technique. Methods: Hamstring range of motion was measured using PSLR and AKE pre-and post-intervention for two treatment sessions and again as a single discharge measurement one week after the first treatment session. Three treatments were studied: Primal Reflex Release Technique, Neurodynamic Sliding Technique, Static Stretching, …
Effects Of Functional Ankle Instability On Muscle Activation Latency In Ice Hockey Athletes: A Pilot Study, Nicolas Gonzalez, Tyler A. Wood, Nicholas E. Grahovec
Effects Of Functional Ankle Instability On Muscle Activation Latency In Ice Hockey Athletes: A Pilot Study, Nicolas Gonzalez, Tyler A. Wood, Nicholas E. Grahovec
Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association
This study examined lower extremity muscle activation latency during the push-off phase in ice hockey athletes with and without functional ankle instability (FAI). Ten athletes participated, divided into FAI and control groups based on the Identification of Functional Ankle Instability scale. Participants completed three push-off trials while wearing electromyography sensors on the tibialis anterior, fibularis longus, medial gastrocnemius, and gluteus medius. The FAI group demonstrated a significant increase in muscle activation latency across all muscles tested (p
Dual-Task Effects On Spatiotemporal, Kinematic, And Kinetic Parameters And Their Variability During Running, Hsiang-Ling Teng, Jo Armour Smith, Will F.W. Wu
Dual-Task Effects On Spatiotemporal, Kinematic, And Kinetic Parameters And Their Variability During Running, Hsiang-Ling Teng, Jo Armour Smith, Will F.W. Wu
Physical Therapy Faculty Articles and Research
Background
Running in real-world environments often requires using cognitive resources simultaneously with the motor task (dual tasking, DT). Limited existing evidence suggests that DT reduces running speed. Movement variability is essential for a healthy, adaptable motor system. DT has been shown to affect movement variability during walking. Nonetheless, it remains unclear how DT affects spatiotemporal, kinematic, and kinetic parameters and their variability during running.
Research question
Does DT affect spatiotemporal, kinematic, and kinetic measures and their variability during running? Does running speed influence DT effects?
Methods
Thirty-one asymptomatic runners participated in this cross-sectional study. Three-dimensional running biomechanics were recorded while …
Wavelet-Based Mechanomyographic Intensity Responses To Sustained Tasks Anchored To Low Versus High Ratings Of Perceived Exertion, Dolores G. Ortega, Robert W. Smith, Jocelyn E. Arnett, Tyler J. Neltner, Trevor D. Roberts, Justin S. Pioske, Richard J. Schmidt, Terry J. Housh
Wavelet-Based Mechanomyographic Intensity Responses To Sustained Tasks Anchored To Low Versus High Ratings Of Perceived Exertion, Dolores G. Ortega, Robert W. Smith, Jocelyn E. Arnett, Tyler J. Neltner, Trevor D. Roberts, Justin S. Pioske, Richard J. Schmidt, Terry J. Housh
Journal for Sports Neuroscience
Purpose: This study examined the effects of sustained, isometric forearm flexion tasks anchored to ratings of perceived exertion of 2 (RPE2FT) versus 8 (RPE8FT) on the wavelet-based mechanomyographic (MMG) intensity responses from pretest and posttest maximal voluntary isometric contractions (MVICs) as well as the time course of changes in the MMG intensity responses throughout the sustained tasks. Methods: Eleven men (mean±SD: age=20.9±2.3 yrs) performed MVICs before and after the sustained tasks. The wavelet analyses decomposed the MMG signals onto a set of 11 wavelet bands (WBs). Repeated measures ANOVAs were used to analyze the MMG intensity …
Low Energy Availability (Lea) And Its Relationship To Nutritional Status And Bone Health In Collegiate Athletes, Anthony Dempsey
Low Energy Availability (Lea) And Its Relationship To Nutritional Status And Bone Health In Collegiate Athletes, Anthony Dempsey
UNH URC Open (2026 and after)
This project aims to identify low energy availability in a sample of collegiate athletes and explore the relationship with bone mineral density and nutrient deficiencies. Participants (n=3,407) were recruited from a northeast university and self-reported athlete status and physical activity via online questionnaire. Food records were used to calculate energy and nutrient intake. Anthropometrics including height, weight, body composition and bone mineral status were measured in duplicate. Energy availability (EA) was calculated as (Energy Intake (EI) -Exercising Energy Expenditure) (EEE)) /Fat Free Mass (FFM) (kg) and categorized as optimal (>45 kcal/kg FFM), subclinical, or clinically low (< 30 kcal/kg FFM). Fifteen percent of participants were characterized as athletes (club or division I varsity); mean EA was lower among athletes vs. nonathletes (17.90.7vs.21.90.3, p< .001). Males were more likely to have optimal EA status vs. females (8.8vs4.7%, p< .001). Most females (75.1%) were categorized as clinically LEA; 20.3% had subclinical LEA. Among men, athletes’ EA was similar to nonathletes (21.11.2vs22.20.5, p=.4); among females, athletes had lower EA vs. nonathletes (16.220.9vs21.70.3, p< .001). Males with clinically low EA were most likely to consume inadequate intakes of potassium, fiber, iron, and vitamin D (77.1,94.0,10.4 and 97.3%, respectively); similarly, females with clinically low EA, were most likely to consume inadequate intakes (81.9,87.6,88.3, and 99.5%, respectively). Bone z-scores were higher among athletes vs. non athletes (-.27±.06vs-.67±.02, p< .001) but were not different by EA status. Given the prevalence of LEA within the college athlete and nonathlete populations, further research and tailored nutritional education is needed for this at-risk population.
The Impact Of Heavy Resistance Training On Type Ii Muscle Fibers Throughout Female Reproductive Stages, Lily G. Colberg
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 …
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
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 …
A Narrative Review Of The High-Carbohydrate Fueling Revolution (≥100 G/H) In The Professional Peloton, Patrick B. Wilson
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 …
Low Energy Availability And Dietary Factors In High School Runners, Natalie E. Allik
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, …
The Role Of Body Composition In Predicting Fitness Performance Of Law Enforcement Officers, Taylor J. Parmentier
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 …
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
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, …
An Exploratory Analysis Of The Role Of Sex In Load Carriage, Rachel E. Perez, Dustin R. Slivka, Brent C. Ruby
An Exploratory Analysis Of The Role Of Sex In Load Carriage, Rachel E. Perez, Dustin R. Slivka, Brent C. Ruby
Graduate Student Theses, Dissertations, & Professional Papers
Axially loaded weight may impose a metabolic demand equivalent to that of fat mass (FM) during load carriage. Males (M) typically have a lower body fat percentage than females (F), resulting in metabolic demand differences during load carriage that may be mitigated by accounting for FM in pack loads. PURPOSE: To determine whether normalizing pack load to FM equalizes metabolic cost across sexes during load carriage. METHODS: Twenty-eight participants (14M, 23 ± 5 y, 1.81 ± 0.07 m, 78.7 ± 10.0 kg, 12.7 ± 5.4% body fat, VO2peak 4.18 ± 0.54 L·min-1; 14F, 22 ± 4 …
Velocity Based Training In Athletic Development, Ross Martin Sangalang
Velocity Based Training In Athletic Development, Ross Martin Sangalang
Graduate Student Theses, Dissertations, & Professional Papers
The foundation of high-level sport performance is the ability to produce and express force rapidly across the task-specific temporal demands of sport. Traditional percentage-based prescription methods have long been used to develop hypertrophy, maximal strength, and power; however, fixed %1RM prescriptions fail to account for daily undulations in athlete readiness, accumulated fatigue, and changes in neuromuscular capacity. Velocity based training (VBT) offers a practical framework to regulate training through measurement of concentric velocity, allowing coaches to more accurately prescribe loads, stringently monitor repetition quality, and precisely regulate fatigue. This review discusses the neuromuscular qualities underpinning success in athletic endeavors, limitations …
Club Sport Injury Rates, Injury Characteristics, Functional Movement Screen Relationships, And Impact Of Core Training, Rebecca Carson
Club Sport Injury Rates, Injury Characteristics, Functional Movement Screen Relationships, And Impact Of Core Training, Rebecca Carson
Graduate Studies Theses and Dissertations 2026
It is estimated that over 10% of college students take part in club sports at their college or university, yet sport-related injuries are a common consequence of participation. The Functional Movement Screen™ (FMS™) is a movement analysis tool that identifies functional deficits and asymmetries and is widely applied in athletic settings to assess injury risk and inform rehabilitation and injury prevention programs. Core strength and stability play a crucial role in functional movement quality and may even reduce risk of injury and improve sport performance. This dissertation aimed to establish club sport injury rates and characteristics for club men’s ice …
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
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 …
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
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 = …