Integrating Wearable Technologies Into Athletic Training: Bridging Innovation And Clinical Practice,
2026
Morehouse School of Medicine, Department of Public Health Education, Atlanta, GA
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 …
Recurrent Lateral Patellar Dislocation After Mpfl Repair With Subsequent Tibial Tubercle Anteromedialization And Concomiant Mpfl Reconstruction,
2026
Ochsner-Andrews Sports Medicine Institute, Department of Orthopaedic Surgery, Baton Rouge, LA
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 …
Improving Entry-Level Athletic Training Student Confidence In Emergency Care: A Pilot Study,
2026
Shenandoah University, Winchester, VA
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 …
Performance On The Timed Single-Leg Step-Down Test Is Correlated With Hip And Knee Biomechanics As Measured By 3d Markerless Motion Capture,
2026
Fowler Kennedy Sports Medicine Institute, London, ON, Canada
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. …
Exploring The Experiences Of Physically Challenged Students Enrolled In Path-Fit Courses: A Case Study,
2026
Saint Columban College
Exploring The Experiences Of Physically Challenged Students Enrolled In Path-Fit Courses: A Case Study, Princess Jhoarn A. Sarael, Shermina C. Yusop, Jessel A. Lapinig, Chandelyn C. Linto, Vanessa Lynne C. Seville
Journal of Science Education for Students with Disabilities
This qualitative case study explores physically challenged students’ experiences in PATH-fit courses within Philippine higher education, investigating their challenges and adaptive strategies. Through in-depth interviews with five students and two instructors in Pagadian City, researchers uncovered significant barriers, including exercise difficulties, physical discomfort, and social exclusion that profoundly impacted course participation. Despite facing substantial obstacles, students demonstrated remarkable resilience by developing innovative coping mechanisms such as proactive instructor communication, creative alternative activity engagement, and strategic leveraging of written assignments. Employing Resiliency Theory, the research challenged conventional disability perspectives, emphasizing that students’ true potential lies in psychological flexibility and problem-solving skills …
Reaching Learners Where They Are: Podcasting As A Scalable Tool For The National Physical Therapy Exam Preparation,
2026
Midwestern University
Reaching Learners Where They Are: Podcasting As A Scalable Tool For The National Physical Therapy Exam Preparation, Bhupinder Singh, Rudri Purohit, Emily Gerbehy, Derek Camilleri
Internet Journal of Allied Health Sciences and Practice
Purpose: The National Physical Therapy Examination (NPTE) is a pivotal requirement for PT licensure in the US. While conventional preparation methods such as textbooks, review courses, and standardized practice exams are effective, they often pose logistical and financial challenges. Method: The COVID-19 pandemic accelerated the adoption of asynchronous, on-demand educational tools. Among these, podcasting has emerged as a promising, mobile-friendly modality, yet its usage trends and educational value for NPTE preparation remain underexplored. The purpose of this study was to analyze multiyear podcast engagement data from a high-performing NPTE-focused podcast hosted on Buzzsprout, spanning January 2020 to March 2025. Engagement …
Muscular Fitness Levels Of U.S. Children And Adolescents,
2026
University of Minnesota
Muscular Fitness Levels Of U.S. Children And Adolescents, Daniel J. Mcdonough, Yong Gao, Lynda B. Ransdell, Haichun Sun
International Journal of Physical Activity and Health
Purpose: To describe muscular fitness (MF) levels and percentile benchmarks among U.S. children and adolescents aged 6–15 years old across sociodemographic, physiological, and behavioral subgroups. Methods: Data were from the 2012 NHANES National Youth Fitness Survey (NNYFS). Four strength tests consisting of the plank, knee extension, modified pull-up, and handgrip, were analyzed by age, sex, race/ethnicity, income, BMI category, cardiorespiratory fitness (CRF), and physical activity (PA) among 1,234 participants (51% male) using SAS SURVEY procedures. Results: Mean ± SEM scores were 69.6 ± 1.8 s (plank), 56.6 ± 4.2 lb (left) and 59.2 ± 4.3 lb (right) knee extension, 5.5 …
Pre- To Post-Season Changes In Body Composition Among Division Iii Football Players,
2026
Southwestern University
Pre- To Post-Season Changes In Body Composition Among Division Iii Football Players, Sebastian Schaefer, Cesar Navarro, Edward Merritt
International Journal of Exercise Science: Conference Proceedings
Collegiate football player body composition likely changes over the course of the season, and might differ based on player position. The extent to which this occurs in Division III football players is not known. PURPOSE: To examine differences in body composition from pre- to post-season and positional differences among Division III football players at Southwestern University. METHODS: Division III NCAA football players at Southwestern University were recruited prior to the 2025 season. Body composition was determined pre- and post-season by dual energy x-ray absorptiometry (DEXA). Only athletes who completed the season and were not sidelined due to injury …
Footwear Matters: Speed And Barefoot Running Enhance Medial Gastrocnemius Emg,
2026
Texas A&M University-Corpus Christi
Footwear Matters: Speed And Barefoot Running Enhance Medial Gastrocnemius Emg, Kaleb M. Luna, Bryon C. Applequist
International Journal of Exercise Science: Conference Proceedings
Barefoot running alters foot strike mechanics and may change lower-extremity muscle demands compared to shod running, particularly at different speeds. PURPOSE: The purpose of this study was to examine the effects of footwear (barefoot vs. shod) and running speed (preferred vs. +20%) on normalized electromyographic (EMG) amplitude of the medial gastrocnemius (MG) and tibialis anterior (TA) in recreational runners. METHODS: Five healthy recreational runners completed treadmill running trials at preferred speed and +20% preferred speed in barefoot and shod conditions. Bilateral surface EMG was recorded from MG and TA (1500 Hz). Signals were bandpass filtered (20–450 Hz), rectified, …
A Comparative Analysis Of Maladaptive Perfectionism In Male And Female Competitive Bodybuilders,
2026
University of North Texas
A Comparative Analysis Of Maladaptive Perfectionism In Male And Female Competitive Bodybuilders, Maddox B. Utter, Christian O. Quintero, Samantha S. Dardaman, Stephen E. Rowden, Scott B. Martin
International Journal of Exercise Science: Conference Proceedings
Bodybuilding is a sport focused on physique optimization, where success is determined by judges’ evaluations of muscle mass, symmetry, and definition. Due to the sport’s emphasis of physical aesthetics, bodybuilders may feel the need to compare themselves with other competitors. This evaluation and comparison of physique may expose athletes to maladaptive perfectionistic tendencies, such as setting unattainably high standards, excessive worry over mistakes, and a diminished sense of competence. While current bodybuilding literature is limited, previous research suggests that perfectionism may lead to psychological impairments (e.g., body dysmorphia, anxiety, and reduced self-confidence) which may manifest differently between male and female …
How Does The Stage Of Pregnancy Influence Gait And Sway In Pregnant Women From Six To Eight Months.,
2026
Southwestern University
How Does The Stage Of Pregnancy Influence Gait And Sway In Pregnant Women From Six To Eight Months., Lilie-Rose S. Gilbert, Scott P. Mclean, Edward Merritt
International Journal of Exercise Science: Conference Proceedings
Physiological changes that affect gait, posture, and balance during the late stages of pregnancy increase the risk of falling. These changes were examined across the stages of pregnancy using simulated pregnancy loading. PURPOSE: To compare gait and postural balance measures under three loading conditions simulating zero, 6, and 8-months of simulated pregnancy. We predicted that the added weight in late-stage pregnancy would adversely affect gait characteristics and reduce postural control. METHODS: Twenty-one healthy females (20.1±1.2 years, 1.79±0.11 m, 64.1±9.5 kg) completed a 10-m walking gait assessment. They then completed three trials under each condition, including the Stability Evaluation Test (SET) …
Inter-Rater Reliability Of Manual Waist Circumference And Agreement With Dxa-Derived Waist In Male Collegiate Rugby Players,
2026
Sam Houston State University
Inter-Rater Reliability Of Manual Waist Circumference And Agreement With Dxa-Derived Waist In Male Collegiate Rugby Players, Hayden Johnson, Christian Rivera, Stephanie Hansford, Regan Renfro, Dalton Prye, Matthew Poole, Saheed Jaiyeola, Sage A. Newman, Adesiji Adetona, Oscar Woodside, Jmya Hughes, Preston James, Kelly Hines, Jade Simon, Drew E. Gonzalez, Christopher D. Greenleaf, Micheil Spillane
International Journal of Exercise Science: Conference Proceedings
Waist circumference (WC) is a low-cost surrogate of central adiposity, but measurement error can limit athlete monitoring. PURPOSE: Evaluate inter-rater reliability of manual WC and agreement with dual-energy X-ray absorptiometry (DXA)-derived WC in male collegiate rugby players. METHODS: Twenty-one male collegiate rugby players completed baseline testing (manual WC and DXA completed same day) following an overnight fast and euhydration. Two trained raters independently measured WC on bare skin at the superior border of the iliac crest (site not pre-marked) using a seca 201 measurement tape, with participants standing feet together and arms relaxed at their sides; the tape was verified …
Associations Between Dxa-Derived Trunk Adiposity And Resting Hemodynamics In Male Collegiate Rugby Union Athletes,
2026
Sam Houston State University
Associations Between Dxa-Derived Trunk Adiposity And Resting Hemodynamics In Male Collegiate Rugby Union Athletes, Adesiji Adetona, Hayden Johnson, Christian Rivera, Stephanie Hansford, Regan Renfro, Dalton Prye, Matthew Poole, Saheed Jaiyeola, Sage A. Newman, Oscar Woodside, Jmya Hughes, Preston James, Kelly Hines, Jade Simon, Drew E. Gonzalez, Christopher D. Greenleaf, Micheil Spillane
International Journal of Exercise Science: Conference Proceedings
Trunk adiposity is a cardiometabolic risk factor that may relate to resting hemodynamics even in young athletic populations. PURPOSE: To examine associations between DXA-derived trunk percent fat and resting heart rate (HR) and blood pressure (BP) in male collegiate rugby union athletes. METHODS: Twenty-one male rugby athletes completed morning testing (06:00–09:00 h) following ≥12 h fast and post-void, with stimulants (including caffeine) restricted ≥12 h and no exercise ≥24 h. Hydration was screened using urine specific gravity (USG; CLINITEK Status+ with Multistix 10 SG) and urine color (clear yellow). Whole-body DXA (Hologic Horizon W; APEX v5.6.1.3 rev 007) provided trunk …
Effects Of An 8-Week Resistance Training Program On Segmental Lean Mass,
2026
Texas Tech University
Effects Of An 8-Week Resistance Training Program On Segmental Lean Mass, Corie N. Smith, Kornkanok Sophonsakulrat, Payton E. Miller, Laura Roden, Avery Prickell, Karley Rayfield, Katherine Adcock, Canyon Massengale, Jessica Jones, Grant Tinsely, Jacob A. Mota
International Journal of Exercise Science: Conference Proceedings
Resistance training is a powerful stimulus that is known to induce a myriad of positive effects in humans. A popular result desired by athletes is to increase muscle mass. However, the existing literature on resistance training and muscular hypertrophy focuses on whole body lean mass changes. The body of work which elucidate the effect of training on segmental lean mass is less documented. PURPOSE: The purpose of this study is to examine the effects of a short-term resistance training intervention on segmental lean mass in previously untrained college aged women. METHODS: 22 college aged women (age: 21 ± 4) volunteered …
Changes In Ankle Angle And Knee Angle Throughout Gait With Ankle Bracing And Ankle Taping,
2026
Southwestern University
Changes In Ankle Angle And Knee Angle Throughout Gait With Ankle Bracing And Ankle Taping, Genavieve T. Evans, Tristyn G. Kattawar, Scott Mclean
International Journal of Exercise Science: Conference Proceedings
Ankle taping and ankle bracing are the most common solutions to chronic ankle instability and ankle injuries, however, scientific findings suggest that changes in the individual’s gait patterns can occur with the addition of ankle restrictions. PURPOSE: to compare the effects of ankle bracing and taping with no support to lower extremity joint kinematics while walking on a treadmill. METHODS: Seventeen collegiate athletes (19.9 yrs, 1.74 m, 71.2 kg) completed walking trials on a treadmill under three ankle support conditions; no support, ankle taping, and ankle brace. Ankle and knee angles were measured during the walking trials using electrogoniometers. Peak …
Impact Of An 8-Week Personalized Exercise Program On Health-Related Fitness Parameters,
2026
Baylor University
Impact Of An 8-Week Personalized Exercise Program On Health-Related Fitness Parameters, Michelle Castro, Jasmeen Fajardo-Lopez, Major Martin, Raejone Lucas, Brock Niceler Md, Yunsuk Koh
International Journal of Exercise Science: Conference Proceedings
Introduction: A routine exercise program has been recommended across all demographic groups to improve cardiovascular health, muscle function, cognitive function, and mental health. Purpose: This study examined how personalized exercise affects health-related fitness parameters. Method: A total of 17 patients (age=42.88±12.89 years, male=1, and females=16), attending the fitness program at a regional hospital, were recruited. A health-related fitness battery test, including cardiorespiratory endurance, resting heart rate and blood pressure, motor fitness, musculoskeletal fitness, flexibility, body composition, and balance, was administered at the pre- (week 0), mid- (week 4), and post-study (week 8) periods. Results: Body fat (%) significantly decreased by …
Differences In Lower Body Power, Maximum Voluntary Contraction (Mvc) Of The Arms, Grip Strength, And Reaction Time In Recreational Pickleball Players And Sedentary Women: A Pilot Study,
2026
The University of Texas Rio Grande Valley
Differences In Lower Body Power, Maximum Voluntary Contraction (Mvc) Of The Arms, Grip Strength, And Reaction Time In Recreational Pickleball Players And Sedentary Women: A Pilot Study, Ayah R. Elshafie, Kamila Naranjo, Pamela Gonzalez, Hashim Elshafie, Victoria Garcia, Areli Cisneros, Jabeth Azpeitia, Ulku Karabulut, Rebekah Schlatter, Guillermo Perez
International Journal of Exercise Science: Conference Proceedings
Recreational pickleball participation has increased substantially among adult women; however, limited research exists examining neuromuscular performance in this population. PURPOSE: The purpose of this pilot study was to evaluate the feasibility of assessing lower body muscular power, maximum voluntary contraction (MVC) of the biceps and triceps brachii, grip strength, and reaction time in active pickleball-playing women compared to sedentary women to inform future research. METHODS: Ten participants (pickleball n=5, sedentary n=5) visited the laboratory to complete anthropometric measurements, lower body power assessment using a standardized sit-to-stand protocol with a Power Tendo device, and upper-extremity assessments including MVC for elbow flexion …
Comparison Of Dxa-Derived Body Volume Estimation Equations (Wilson Vs Smith-Ryan) In Collegiate Rugby Union Athletes,
2026
Sam Houston State University
Comparison Of Dxa-Derived Body Volume Estimation Equations (Wilson Vs Smith-Ryan) In Collegiate Rugby Union Athletes, Jmya Hughes, Hayden Johnson, Christian Rivera, Stephanie Hansford, Regan Renfro, Dalton Prye, Matthew Poole, Saheed Jaiyeola, Sage A. Newman, Adesiji Adetona, Oscar Woodside, Preston James, Kelly Hines, Jade Simon, Drew E. Gonzalez, Christopher D. Greenleaf, Micheil Spillane
International Journal of Exercise Science: Conference Proceedings
Accurate estimation of body volume (BV) is required for multicomponent body composition models. PURPOSE: Compare two published DXA-derived BV equations (Wilson vs Smith-Ryan) using whole-body Hologic DXA tissue masses in collegiate rugby union athletes. METHODS: Twenty-one male rugby union athletes underwent whole-body DXA (Hologic Horizon W; APEX v5.6.1.3 Rev 007; Classic calibration [NHANES BCA disabled]; standard tissue analysis; daily QC within tolerance) during morning testing (06:00–09:00 h) while fasted and post-void; caffeine was avoided (≥12 h) and exercise was avoided (≥24 h). Hydration was assessed prior to scanning via urine specific gravity (Siemens CLINITEK Status+; Multistix 10 SG) and urine …
Agreement Of Seca 286 Scale Weight With Dxa Acquisition Weight, Apex Soft-Tissue Mass, And Dxa Sum-Of-Components Mass In Collegiate Rugby Athletes,
2026
Sam Houston State University
Agreement Of Seca 286 Scale Weight With Dxa Acquisition Weight, Apex Soft-Tissue Mass, And Dxa Sum-Of-Components Mass In Collegiate Rugby Athletes, Matthew Poole, Hayden Johnson, Christian Rivera, Stephanie Hansford, Regan Renfro, Dalton Prye, Saheed Jaiyeola, Sage A. Newman, Adesiji Adetona, Oscar Woodside, Jmya Hughes, Preston James, Kelly Hines, Jade Simon, Drew E. Gonzalez, Christopher D. Greenleaf, Micheil Spillane
International Journal of Exercise Science: Conference Proceedings
Accurate body mass is foundational for DXA-derived indices and longitudinal tracking. PURPOSE: Determine agreement between Seca 286 scale weight and DXA acquisition weight, quantify the difference between DXA acquisition weight and the APEX whole-body mass field (fat + lean), and evaluate a DXA sum-of-components mass (fat + lean + BMC) relative to scale weight as an internal QC check (Houtkooper et al., Am J Clin Nutr, 2000). METHODS: Twenty-one male rugby union athletes completed same-morning testing (06:00–09:00 h) while fasted and post-void; caffeine was restricted (≥12 h) and exercise abstained (≥24 h). Hydration was screened prior to DXA. Body mass …
The Effect Of Different Post-Activation Potentiation Protocols On Peak Muscle Torque During Knee Extension,
2026
Texas Lutheran University
The Effect Of Different Post-Activation Potentiation Protocols On Peak Muscle Torque During Knee Extension, Kaileb Bayliss, Steven Prince, Casi Helbig
International Journal of Exercise Science: Conference Proceedings
Post-activation potentiation is an important tool to utilize when trying to optimize exercise and sport performance. PURPOSE: The purpose of this study was to analyze different protocol lengths to determine if the post-activation potentiation effect can still manifest after just 1 specific warm up set vs. multiple specific warm up sets. METHODS: Subjects included eighteen college students from Texas Lutheran University with a mean age of 21.67 years (+/-2.70), height of 66.68 inches (+/-3.12), and weight of 176.56 pounds (+/-44.77). The subjects started the first session with a GWU that manifested as a 5 minute walk on an …
