Biomechanics Commons^™

Single Vs. Whole Muscle Group Assessments: Does The Specific Muscle Influence Its Association With Performance?, Carina M. Velasquez, Kealey J. Wohlgemuth, Mckenzie M. Hare, Kathryn E. Southall, Jacob A. Mota

Topics in Exercise Science and Kinesiology

Topics in Exercise Science and Kinesiology Volume 6: Issue 1, Article 11, 2025. Biometric Muscle size and echo intensity are thought to influence muscle function. Unfortunately, previous works often will examine a single muscle from a group of agonists as a metric of whole muscle performance. This approach may not always be the most appropriate to assess performance outcomes. The purpose of the study was to 1) quantify the association of muscle size and echo intensity with vertical jump performance (VJ), 2) Compare the associations between individual and whole muscle group size and echo intensity, 3) determine whether single or …

Differences In Dieting Behavior In Athletic Trainers, Emily Madrak, Ki L. Cole, Bridget M. Miller, Jennifer L. Volberding

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

Introduction: Athletic trainers (ATs) have a foundational knowledge in many facets of health, including optimization of wellness. Though ATs may be actively trying to improve their own health, societal pressure can have a large impact on behavior. The purpose of this study was to identify differences between gender and years-certified in diet patterns in ATs. Methods: A cross-sectional survey was distributed to 2500 National Athletic Training Association members, It included a demographics section and five-item researcher-created questions regarding diet. Chi-square tests of independence were used to determine the relationship. Results: Significance was determined for gender and question 2, “Have …

Comparing Lower Extremity Kinematics Using Trazer And Inertial Motion Capture Systems, Gabriella Juoza-Clark Spt, Joellen Carter Spt, Nikki Stam Spt, Kevin Robinson Pt, Dsc, Ocs

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

Introduction: This study assessed the validity of a non-immersive body motion tracking system (TRAZER) as an alternative to using Inertial Measurement Units (IMU)-based motion capture (MyoMotion) for lower extremity kinematic analysis. Methods: Twenty healthy participants (10 females, 10 males) with a mean age of 24.03 years (range: 20-33 years) and a mean BMI of 25.15 kg/m² (range: 18.45-32.23 kg/m²) performed double and single-leg squats. Data Analysis: Kinematic data from TRAZER and MyoMotion IMUs were compared using a mixed two-way ANOVA. Results: No significant differences were observed in knee flexion data across all movements (p > 0.05) and knee abduction during the …

Parameters Of Suspension Training On Core Performance: A Critically Appraised Topic, Sara Stiltner, Andrea Cripps

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

Clinical Scenario: The core is a functional unit connecting the upper and lower extremities consisting of abdominal, back, and hip musculature. A highly functional core is essential within the kinetic chain and aids in injury prevention and rehabilitation. Traditional means of core stability training are performed on a stable surface. An emerging mode of core training is suspension training (ST), which utilizes a movement paired with instability to challenge the core stabilizers and increase motor unit recruitment.The purpose of suspension training is to increase muscle activation in core stabilizer’s, while mimicking functional movements.It was the purpose of this research to …

The Impact Of Athletic Retirement On Anxiety In Elite Athletes, A Critically Appraised Topic, Jordan Gorham, Emily Madrak

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

Though there is growing interest in athletic mental health, this interest appears to diminish significantly once an athlete enters athletic retirement. The abrupt transition can precipitate mental health struggles, exacerbated by the lack of adequate preparation for lifestyle after retirement and the attachment of athletic identity to their sport. Consequently, these circumstances may increase symptoms associated with poor mental health, with a specific focus on anxiety. As the athlete retires and moves into different stages of life, research notes that athletes with stronger athletic identities have poorer mental health than those who had weaker athletic identity^. While the scrutiny …

Comparing Position Specific Gps Normative Data In Professional Female Club Soccer, Andy Seraphin, Christi Edson, Cory Price, Barrett Jones, Amanda Jagielo, Justin Mullner

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

Objective: To establish normative ranges in common performance tests for professional women’s club soccer. Setting:1^st division professional women’s soccer club in the United States

Participants: Twenty-eight healthy professional women’s soccer players (Age: 27.8 ± 5.1 years; Body Mass: 66.2 ± 6.7 kg). Main Outcome Measures: Season GPS data was analyzed and metrics included minutes, total distance, high speed running, total accelerations, total decelerations, and maximum speed. Statistical analysis was performed to determine differences between positions. Results: Statistically significant differences were found across all metrics in comparison to overall mean. Differences in each metric may be due to a …

Reliability Of Vertical Jump Force-Time Metrics In Collegiate Athletes Compared To Recreationally Active Individuals, Dimitrije Cabarkapa, Robert Smith, Luke Chowning, Tyler Neltner, Quincy R. Johnson, Yang Yang, Thayne A. Munce

Faculty Scholarship

As neuromuscular performance assessment has become a fundamental component of athlete monitoring, ensuring strong measurement reliability is essential for supporting accurate data-driven decision-making. Thus, the purpose of this study was twofold: (i) to examine the reliability of countermovement vertical jump (CMJ) force-time metrics obtained using a portable force plate system (Hawkin Dynamics) and (ii) to determine whether absolute and relative reliability scores differ between well-trained individuals (i.e., athletes) and those less familiar with CMJ force-plate testing (i.e., non-athletes). Seventy-four participants volunteered to take part in this investigation, of whom thirty-nine were NCAA Division-I baseball and track-and-field athletes and thirty-five age-matched …

Chitosan Nanofibrous Dressing Increased Angiogenesis And Anti-Inflammatory Response In An Acute Wound Model In Rats: A Comparative Study, Yury Salkovskiy, Mahboubeh Ghanbari, Carlos P Jara, Sara Cartwright, Pinaki Mondal, Colman Freel, Sayed Ahmadreza Razian, Jason Mactaggart, Mark A. Carlson

Journal Articles

Purpose

Chitosan-based materials are promising for wound healing because of their antibacterial efficacy, biocompatibility, and biodegradability, though their healing mechanisms remain unclear. This study explores the cellular and molecular mechanisms of wound healing with chitosan nanofibrous dressings.

Methods

Thirty-nine Sprague Dawley rats were divided into three groups based on the type of dressings administered: (1) chitosan nanofibrous dressing + transparent film, (2) commercial scaffold + transparent film, and (3) transparent film alone (control). Full-thickness wounds (2 cm × 2 cm) were created on the dorsum, splinted, and covered with dressings. Evaluations at 7, 14, and 21 days included histological analysis, …

Effect Of Fiber Structure Heterogeneity On The Estimation Of Material Parameters For Cardiac Scar Tissue Mechanics, Desmond Maximilian Flanagan

All ETDs from UAB

Over one million Americans suffer from myocardial infarction (MI) per year. After MI, the heart muscle is replaced by scar, whose mechanical properties play a critical role in outcomes for surviving patients. Previously, Caggiano et al. induced MI in rats, and ex-tracted the scar tissue samples for microscopy and mechanical testing. Building on this, we investigate the effect of incorporating microscopy-derived fiber heterogeneity on the estimation of stress and material parameters. We studied the effect of fiber orientation heterogeneity on the mechanical characteriza-tion of scar tissues using finite element models (FEM) that replicated biaxial tests. We used three constitutive models—Mooney-Rivlin, …

Optimizing Hip And Knee Assistance For Walking And Sit-To-Stand Transitions: An Intrinsic Muscle Mechanics Based Predictive Approach, Neethan Ratnakumar

Dissertations

As the global population ages, the demand for wearable assistive technologies continues to rise, driven by their potential to enhance mobility and independence in older adults. Effectively designed controllers for lower-limb exoskeletons to assist sit-to-stand (STS) and walking are crucial for delivering efficient, safe, and comfortable assistance during daily activities. Traditionally, controller optimization involves biomechanical modeling and user-specific customization. Musculoskeletal simulations play a central role in this process by providing insights into human-exoskeleton interaction dynamics, thereby informing and refining control strategies.

This work presents a simulation-driven approach for developing exoskeleton controllers for walking and STS using two distinct methods: optimal …

The Illusion Of Internal Models In Biological Movement, Madhur Mangalam

Journal Articles

The concept of internal models dominates contemporary theories of sensorimotor control, with researchers across neurosciences, specifically motor control, routinely explaining observed behaviors through computational representations that supposedly exist within the nervous system. In this perspective, I present a critical examination of internal model frameworks in sensorimotor control. I argue that representational approaches mischaracterize biological systems for several fundamental reasons: (1) Internal models require homuncular interpreters, creating infinite regress problems; (2) The purported neural implementations of internal models remain empirically elusive despite decades of research; (3) Biological movement systems exhibit multiscale, nonlinear, and non-Gaussian dynamics that fundamentally defy reduction to conventional …

Cardiac And Coronary Hemodynamics: Using An Integrated Ex-Vivo Beating Heart Experiments And Computational Modeling, Chenghan Cai

Master's Theses (2009 -)

Cardiovascular function arises from the complex interactions among the heart, the arterial system, and the coronary circulation. Questions such as how variations in left ventricular (LV) loading conditions affect LV and aortic functions through LV–aorta interactions; and how coronary artery diseases, such as stenosis, impact cardiac function and myocardial perfusion including left and right coronary perfusion via LV–coronary interactions, remain understudied. To answer these questions, this thesis focuses on two core objectives: (1) investigate the effects of LV loading conditions on LV and aortic functions through LV–aortic interactions by performing ex-vivo beating rat heart experiments, and (2) elucidate the impact …

Effects Of Chronic Marijuana Use On Postural Control During Quiet Standing, Johnathon S. Ashcraft

Master's Theses

Marijuana, Cannabis Sativa, is the most commonly used recreational drug in the United States, with more than 60 million people reporting use in 2022 (Substance Abuse and Mental Health Services Administration, 2023). As marijuana consumption has increased, so have questions surrounding its acute and long-term effects. Its acute effects are well documented; however, the long-term effects are not as well understood. It is hypothesized that chronic marijuana users will exhibit a decrease in postural stability during quiet standing when compared to non-users, so the purpose of this study was to compare postural control of chronic marijuana users and non-users in …

Examining The Use Of Two-Dimensional Video Capture And A Pressure Sensing Walkway For Collection Of Obstacle Crossing Measures, Ashlyn M. Jendro

Graduate Theses and Dissertations

Obstacle crossing research is crucial for providing insights into how and why people trip and fall. However, a growing body of literature has proposed that laboratory-based studies may not directly translate into real-world settings due to the complex nature beyond the sterile lab. Unfortunately, the absence of real-world obstacle crossing literature is likely due to a lack of available validated methods for collection of data outside the laboratory. This dissertation explored two potential methodologies (i.e., 2D motion capture and a pressure sensing walkway) that are more portable and cost-effective for collecting real-world obstacle crossing measures. It is hypothesized that 2D …

Computational And Experimental Analysis Of Knee Kinematics And Gait Variability: The Effects Of Load, Speed, And Fatigue On Human Motion, Alfirio Trejo Jr.

Theses and Dissertations

This thesis investigates the biomechanical behavior of the human knee under varying conditions of motion, load, and fatigue, with a focus on clinical angle analysis and gait stability. Four studies were conducted using motion capture data and a modified Grood and Suntay Joint Coordinate System (JCS) to evaluate knee joint kinematics—specifically flexion-extension, abduction-adduction, and internal-external rotation. The first study examined the effects of incremental weight loads during isolated knee extension exercises, revealing dose-dependent increases in abduction and internal rotation that may contribute to joint stress. The second study assessed the impact of walking speed and asymmetric loading on gait, showing …

Changes In Co-Activation And Lower Limb Stiffness During Prolonged Load Carriage, Matthew V. Robinett

Boise State University Theses and Dissertations

Introduction: Overuse musculoskeletal injuries are a common, costly challenge for the armed services. A stiffer lower limb during routine prolonged load carriage tasks may be necessary to attenuate elevated ground reaction forces but further increases musculoskeletal overuse injury risk. Quantifying leg and joint stiffness provides comprehensive and joint level insight into the attenuation of ground reaction forces, and subsequent injury risk. But, it is currently unknown how prolonged load carriage affects leg, knee and ankle stiffness, and knee and ankle muscular activation. Purpose: This study sought to quantify leg, knee, and ankle stiffness, and the activation and coordination of associated …

Towards Improving Computational Modeling Of The Lumbar Spine - Impact Of Material Properties And Laminotomy On Spinal Biomechanics, Isaac K. Kumi

Mechanical & Aerospace Engineering Theses & Dissertations

Spinal ligaments play a crucial role in maintaining the mechanical stability of the lumbar spine. These dense, collagenous tissues not only resist excessive motion but also distribute loads between spinal components to protect neural structures. Traditionally, the mechanical response of ligaments has been modeled using linear elastic assumptions, which treat the tissue as having a constant stiffness regardless of loading history. While this simplifies analysis, it fails to capture the time-dependent behaviors, such as creep, stress relaxation, and hysteresis, that are characteristic of biological tissues.

Viscoelastic modeling may provide a more physiologically accurate representation by incorporating both elastic and viscous …

Ergonomic And Biomechanical Assessment Of Vertical Ladder Climbing For Exoskeleton Integration In Construction Tasks, Ehsan Shourangiz

LSU Master's Theses

Active exoskeletons are increasingly utilized in physically demanding industries such as construction and manufacturing to reduce strain and lower the risk of work-related musculoskeletal disorders, supporting worker safety and long-term health. However, most existing systems are designed for repetitive tasks like lifting or prolonged standing, with limited consideration for dynamic activities such as vertical ladder climbing. Ladder climbing is common and physically demanding in industrial environments, often required to access elevated areas like scaffolding, tanks, or rooftops. Since exoskeletons are intended to remain worn throughout multiple tasks, requiring workers to remove and re-don the device during ladder climbing would reduce …

A Comparison Of Measured Versus Estimated Metabolic Equivalents (Mets) During The Farmer's Carry And Sled Push Exercises On A Commercially Available Step Mill, Colin Miller, Ethan Remotigue, Shane Hammer, J. Jay Dawes, Taylor K. Dinyer-Mcneely

Topics in Exercise Science and Kinesiology

Topics in Exercise Science and Kinesiology Volume 6: Issue 1, Article 8, 2025. The Stairmaster 10G ergometer allows users to perform non-traditional movements such as the sled push and farmer’s carry, which involve substantial upper and lower body contributions. Standard MET calculations for stair stepping do not account for this increase upper-body workload, so there is potential for error when aiming to determine exercise intensity based exclusively on estimated METs. The primary purpose of this study is to compare the metabolic and physiological effects of two training modes on the Stairmaster 10G ergometer, specifically evaluating the accuracy of MET values …

The Myth Of The Bayesian Brain, Madhur Mangalam

Journal Articles

The Bayesian brain hypothesis—the idea that neural systems implement or approximate Bayesian inference—has become a dominant framework in cognitive neuroscience over the past two decades. While mathematically elegant and conceptually unifying, this paper argues that the hypothesis occupies an ambiguous territory between useful metaphor and testable, biologically plausible mechanistic explanation. We critically examine the key claims of the Bayesian brain hypothesis, highlighting issues of unfalsifiability, biological implausibility, and inconsistent empirical support. The framework’s remarkable flexibility in accommodating diverse findings raises concerns about its explanatory power, as models can often be adjusted post hoc to fit virtually any data pattern. We …

Advances In Bone And Orthopedics 2025 – 5th Edition, Jean-Philippe Berteau, Laurent Pujo-Menjouet, Hélène Follet, Aurélie Levillain

Publications and Research

This volume brings together selected works from the 2025 Bone and Orthopedics Interdisciplinary Symposium (BONITOS), underscoring our community’s ongoing commitment to advancing research in biomechanics, bone health, and orthopedic science. The symposium unites leading experts from around the world, fostering collaboration and the exchange of ideas across disciplines. Organized in partnership with the French-speaking Society of Biomechanics, the French National Institute of Health and Medical Research (INSERM), the University of Lyon, the College of Staten Island of the City University of New York (CUNY), and the American Association of Physical Therapists (APTA) – Brooklyn Staten Island Chapter, BONITOS 2025 represents …

Smart Glove Pitch Type Discrepancy Detection Algorithm For Youth And Collegiate Baseball Pitchers, Ethan B. Hemmerlin

Master's Theses

Pitch tipping refers to unintentional variations in a pitcher’s motion that reveal the pitch type, often due to inconsistent arm speed when throwing off-speed pitches like changeups. This issue is common in youth players with underdeveloped mechanics and makes it easier for batters to predict pitches. Wearable sensors, such as Inertial Measurement Units (IMUs), provide a non-invasive way to quantify these subtle motion discrepancies. This study analyzed linear acceleration data from a glove arm IMU for 14 pitchers, evenly split between high school-aged (13-15 years) and college-aged (18-23 years) groups. The aim was to examine the linear accelerations of the …

Gamified Gait Rehabilitation Via Real-Time Biofeedback And Adaptive Hip-Exoskeleton Control, Mariya Huzaifa Tohfafarosh

Theses

Gait impairments arise from systemic diseases, age-related degeneration, musculoskeletal dysfunctions, or neurological conditions. While traditional rehabilitation can be effective, they often face challenges such as high costs, inaccessibility, and low patient engagement. To address these challenges, my work introduces a virtual reality-based rehabilitation (VRBR) system, integrating real-time motion and electromyographic (EMG) muscle activation feedback with a gamified virtual environment for enhanced adaptability and engagement. The system includes a custom-designed hip-exoskeleton that provides adaptive spring-like assistance or resistance, supporting both mobility-impaired users and strength training. Assistance levels can be tuned to match the user's progress. Additionally, a custom pressure insole was …

An Aquatic Treadmill Alters Lower Limb Walking Dynamics In Typically Developing Children And Children With Cerebral Palsy, Oluwaseye P. Odanye, Joseph Harrington, Aaron Likens, David Kingston, Brian Knarr

Journal Articles

This block-randomized crossover study investigated how a speed-modulated aquatic treadmill (AT) impacts the walking biomechanics of pediatric gait. Eight cerebral palsy (CP) and fifteen typically developing (TD) children walked at normal, slow, and fast treadmill speeds in AT and dry treadmill (DT) conditions. The joint angles of participants were calculated from inertial measurement units to derive sample entropy (SE) measures that quantified the regularity or complexity of motion. A hierarchical statistical model revealed that the CP group had lower SE values for the hip, knee, and ankle joints in the AT and at slower than faster treadmill speeds. Only the …

Biomechanics Of Softball Pitching And The Relationship Between Functional Field Tests And Pitching Performance, Joshua Spencer Johnson

Theses and Dissertations

Over 2 million people in the United States play softball alone, yet softball literature in exercise science and biomechanics is still sparse. Research that exists for softball pitching has focused on injury mechanisms and prevention, with a small portion of the literature reporting on performance. Studies have reported evidence suggesting that vertical ground reaction forces of the stride leg are related to pitch velocity. However, no studies have investigated the role of the stride leg during the initial launch phase of the pitch. Research has investigated kinematics such as pelvic and thoracic rotation during the pitch, but no research has …

A Description Of Mental Health Policies In Ohio Secondary Schools, Laura L. Harris, Molly Rowe

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

OBJECTIVE To compare secondary school mental health policies implemented for the student body with those implemented for student athletes.

Athletic Trainers Confidence In Evaluating And Treating Emergent Conditions, Andrea Cripps, Jenny Toonstra, Sara Stiltner

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

OBJECTIVE The profession of Athletic Training (AT) has undergone a substantial educational overhaul in the last decade, adding more advanced knowledge and skills than ever before. With more than 50% of the profession having obtained their certification more than 10 years prior,¹ it is essential that we understand the varying levels of confidence in evaluating and managing these new skills, so that appropriate continuing education opportunities can be developed to bridge any gaps that may be identified. The purpose of this study to examine self-reported confidence in evaluating and managing acute care skills.

Sternocleidomastoid Syndrome In A Collegiate Basketball Athlete: A Case Study, Sara Stiltner, Rob Whitehurst, Eric Avers

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

BACKGROUND
20-year-old male basketball athlete with recurring upper and lower extremity instability injuries presented fall 2021 with shoulder and ankle instability. A past medical history of thermal capsulorrhaphy from high school with surgical intervention May 2021 (college first year). October 2021 athlete began experiencing rotator cuff strains in both shoulders. November 2021, December 2021, January 2022 athlete experiences recurrent right ankle sprains. Each ankle sprain resulted in two weeks of lost participation, followed by one week of active participation. The third ankle sprain associated with increased swelling and pain over medial ankle. Upon referral and MRI a deltoid ligament sprain …

Causes Of Athletic Trainer Attrition: A Critically Appraised Topic, Mckenna E. Tuttle, Klevione D. Brown, Elizabeth A. Starns

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

Athletic Training (AT) attrition has been a persistent issue within the profession for years^1,2. By identifying the factors contributing to the attrition rates among Athletic Trainers, targeted interventions can be developed to mitigate turnover and decrease attrition within the profession.

Kinematic Analysis Of Lower Extremity Movement Patterns During Functional Tests In Collegiate Track And Field Runners To Predict Injury Incidence, Maddie Hoyt, Brooke Parker, Bailey Weise, Andrew Busch

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

OBJECTIVE
Lower extremity overuse injuries are becoming increasingly more prevalent in endurance-based running sports^1,2,3,4,5,6. These injuries negatively impact an athlete’s sports performance and increase the risk of additional injuries^3,4. The purpose of this study was to first examine kinematic and kinetic variables within distance runners and compare those with previous lower extremity injuries to those without reported injuries; and second to understand if such variables predicted future injuries sustained throughout a track season.