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Articles 61 - 90 of 355
Full-Text Articles in Recreational Therapy
Reducing Burnout Among Physiatry Trainees During The Pandemic: Instituting A Wellness Retreat, Edwin Amirianfar, Oliver Acosta, Eduard Tiozzo, Joslyn Gober, Monica Verduzco-Gutierrez
Reducing Burnout Among Physiatry Trainees During The Pandemic: Instituting A Wellness Retreat, Edwin Amirianfar, Oliver Acosta, Eduard Tiozzo, Joslyn Gober, Monica Verduzco-Gutierrez
Journal of Wellness
Introduction: Burnout has been described as “a state of mental and physical exhaustion related to work or caregiving activities.” Among resident physicians, burnout is a serious concern that can lead to medical errors and negative patient outcomes. To combat burnout among physiatry trainees during the COVID-19 pandemic, an innovative wellness retreat was created and implemented at the University of Miami’s Physical Medicine and Rehabilitation (PM&R) Residency Program in March 2021 and February 2022.
Methods: The retreat curriculum was designed by the PM&R Residency Wellness Committee and supported by departmental funding. The retreat(s) consisted of three strategies: education and discussion on …
Using Ai-Generated Scenarios To Enhance Learning Of The Emergency Assessment Process, D Cobble, L Schroeder, J Vaughn, S Ford
Using Ai-Generated Scenarios To Enhance Learning Of The Emergency Assessment Process, D Cobble, L Schroeder, J Vaughn, S Ford
Clinical Practice in Athletic Training
Introduction: Rigorous accreditation standards require students to demonstrate competency in various clinical proficiencies through clinical practice or simulation-based educational activities. Therefore, simulation has become an integral component of athletic training education, as scenarios can provide realistic and reproducible experiences for all students. To that end, our study had two primary objectives: investigate the ability of artificial intelligence (AI) to generate accurate and realistic athletic training simulation scenarios and evaluate AI's effectiveness in teaching and reinforcing the emergency assessment process through student-created scenarios. Methods: Phase one, AI developed three different scenarios for patients experiencing (1) an ovarian cyst, (2) a hypoglycemic …
Prevalence, Perceptions, And Attitudes Of Accommodation For Students With Disabilities In Athletic Training Education Programs, T J. Babcock, L E. Eberman
Prevalence, Perceptions, And Attitudes Of Accommodation For Students With Disabilities In Athletic Training Education Programs, T J. Babcock, L E. Eberman
Clinical Practice in Athletic Training
Introduction: Disability accommodation has been widely researched in healthcare education programs, including medical doctor (MD), doctor of osteopathy (DO), and physical therapy (PT). However, little research has been conducted on classroom and clinical education accommodation in athletic training education. The purpose of this study was to explore these settings and gain an understanding of student experiences with accommodation in athletic training education programs. This project was deemed exempt by Indiana State University’s Institutional Review Board. Methods: A cross-sectional 24-question survey was developed and adapted from prior qualitative research on accommodation in physical therapy education. Emails containing a link to the …
Clinat: In Service To Athletic Training Scholarship, Lindsey Eberman, Matthew J. Rivera
Clinat: In Service To Athletic Training Scholarship, Lindsey Eberman, Matthew J. Rivera
Clinical Practice in Athletic Training
To be of service to others means to help others without expecting anything in return. The ClinAT, or Clinical Practice in Athletic Training journal, is an online, open-access outlet for the dissemination of practice-based research in health care, and a donation of time, effort, and energy to the profession of athletic training. In 2018, when Indiana State University created its first issue of ClinAT, we were a faculty of 3 with 5 PhD students supporting the journal, one of whom was wholly dedicated to the effort. As the higher education landscape has changed, and the roles and responsibilities of our …
Barriers To The Implementation Of The Amsterdam 2022 Statement In The Secondary School Setting, L Torres, J L. Baldari, F A. Gardin, A M. Price
Barriers To The Implementation Of The Amsterdam 2022 Statement In The Secondary School Setting, L Torres, J L. Baldari, F A. Gardin, A M. Price
Clinical Practice in Athletic Training
Introduction: The Amsterdam 2022 International Consensus Statement on Concussion in Sport provides a summary of contemporary best practice recommendations for healthcare providers who are involved in the care of athletes at risk of sport-related concussion (SRC). Given that athletic trainers (ATs) have a professional responsibility to continually educate themselves on topics of great importance to the population that they care for, such as SRC management, it is reasonable to expect them to evolve their concussion management protocols to better align themselves with the recommendations found this statement. The purpose of this study was to identify the barriers associated with the …
Exploring The Vitality Of Athletic Training: Insights Into Professional Identity, Commitment, And Retention, L E. Eberman, M J. Rivera, K E. Games, M J. Drescher, J P. Young, J Clifton-Gaw, K Condrey, H Mccarn, N Mondelli, X Yuan
Exploring The Vitality Of Athletic Training: Insights Into Professional Identity, Commitment, And Retention, L E. Eberman, M J. Rivera, K E. Games, M J. Drescher, J P. Young, J Clifton-Gaw, K Condrey, H Mccarn, N Mondelli, X Yuan
Clinical Practice in Athletic Training
Introduction: The confluence of fluctuating retention, fewer students entering professional programs, and the profession’s identity crisis (conflict between being a sports profession or a health profession) has created a serious question about the vitality of the athletic profession. However, research on the vitality of the profession has often focused on singular variables influencing professional identity, burnout, and commitment. The purpose of this project was to explore multiple factors influencing the vitality of the profession across professional identity and commitment in athletic training. Methods: We used a convergent parallel mixed-methods design, including surveys and interviews with athletic training students and athletic …
Escape From Diabetes, J E. Jochum, J Carmack, J Toon
Escape From Diabetes, J E. Jochum, J Carmack, J Toon
Clinical Practice in Athletic Training
Introduction: In the past decade, interprofessional education (IPE) to promote interprofessional collaborative practice has become an integral component of pre-licensure education in the health professions. Research shows that IPE activities involving problem-solving in patient care that requires cooperation and communication among the professions is most effective. An effective activity to meet interprofessional competencies is the use of escape rooms. Escape rooms are team-based games where groups of individuals solve puzzles to accomplish a specific goal, typically in a limited amount of time. There are many benefits to using escape rooms in education, including promoting problem-solving, teamwork, and creativity, improving focus …
Athletic Trainer Compensation Characteristics, J P. Young, K Ef Mair, L E. Eberman
Athletic Trainer Compensation Characteristics, J P. Young, K Ef Mair, L E. Eberman
Clinical Practice in Athletic Training
Introduction: Athletic trainers (ATs) are integral to healthcare yet face ongoing challenges that affect job satisfaction and retention. Factors such as long work hours, low pay, and work-family conflict contribute to dissatisfaction and a desire to leave the profession. Salary disparities and lack of administrative support are key factors impacting professional fulfillment and career longevity. Identifying how compensation influences job satisfaction is essential for improving retention and advancing the profession. Our study aimed to examine the compensation characteristics of ATs and determine the key factors that predict gross income. Methods: A cross-sectional, web-based survey was conducted. The survey was validated …
Preceptor Development: Identifying The Best Modality For Building Clinical Educators, G W. Cohen, R M. Lopez, A J. Tritsch
Preceptor Development: Identifying The Best Modality For Building Clinical Educators, G W. Cohen, R M. Lopez, A J. Tritsch
Clinical Practice in Athletic Training
Introduction: Preceptor training and development are not standardized within the athletic training profession. The Commission on Accreditation of Athletic Training Education (CAATE) requires that Athletic Training Programs provide an ongoing education plan for preceptors to promote a constructive learning environment for students. However, with the rapid expansion of clinical education opportunities outside of institutions' immediate area, programs must identify how to reach all their preceptors and uphold their programmatic expectations for clinical educators. Methods: The investigators conducted a cohort pre-test-post-test design study. A preceptor development program (PDP) was created and grounded in the theory of gamified learning and adult learning …
The Financial Stresses That Affect Athletic Training Students: A Qualitative Investigation, C Kuehner-Boyer, E León Zaragoza
The Financial Stresses That Affect Athletic Training Students: A Qualitative Investigation, C Kuehner-Boyer, E León Zaragoza
Clinical Practice in Athletic Training
Introduction: A recent survey examining barriers that affect athletic training students found that financial-related barriers created significant stress for students in professional athletic training programs. The need to work while attending a professional athletic training program was the highest reported barrier with 54.82% of respondents indicating that this was a barrier for them during their program. Beyond the overall reporting rate, the need to work while completing a professional athletic training program was indicated by athletic training students to be the barrier that they encountered the most frequently with respondents reporting that this was a stress for them between monthly …
Musculoskeletal Tumors Disguised As Orthopedic Injuries: A Case Report, A Summers
Musculoskeletal Tumors Disguised As Orthopedic Injuries: A Case Report, A Summers
Clinical Practice in Athletic Training
Background: Musculoskeletal tumors are relatively rare, accounting for only 0.2 to 0.5% of all malignancies across all age groups. More specifically, Pigmented Villonodular Synovitis, a type of musculoskeletal tumor, has an incidence rate of 1.8 cases per one million people in a population. This benign, proliferative disease is a type of tenosynovial giant cell tumor that can affect the soft tissue lining of joints, bursae, and tendon sheaths. These joint-related tumors often present with an insidious onset and non-specific physical exam findings. Therefore, they are often mistaken for other, more common orthopedic injuries, making them difficult to diagnose. Patient Information: …
Enhancing Clinic Efficiency: A Quality Improvement Initiative For Postoperative Patient Care In An Outpatient Orthopedic Physician Practice Setting, D Stepan, T Jp Greffly, R M. Williams
Enhancing Clinic Efficiency: A Quality Improvement Initiative For Postoperative Patient Care In An Outpatient Orthopedic Physician Practice Setting, D Stepan, T Jp Greffly, R M. Williams
Clinical Practice in Athletic Training
Introduction: Following orthopedic surgery, patient post-operative (post-op) visits are deemed global surgical observations where day 00 to day 90 are appointments that cannot be billed. Patients are typically seen 3 times during this global period. Thus, the outpatient clinic needs to have non-billable time slots each day for these patients. The current scheduling model double books patients every 15 minutes, with the physician being the primary provider seeing patients for post-op visits. Therefore, the clinic has demonstrated inefficiencies with scheduling these patients while having sufficient appointments available for billable patients. This quality improvement initiative aimed to decrease post-op patient visits …
Adolescent Femoral Neck Fractures: A Case Study On Initial Surgical Intervention, Avascular Necrosis Development, And Subsequent Total Hip Arthroplasty, K A. Fisher
Clinical Practice in Athletic Training
Background: The patient sustained a femoral neck fracture at the age of 13 after slipping and falling in his home. He was seen in the Emergency Department the same day and underwent a closed reduction and percutaneous pinning procedure the following morning. Ten weeks after returning to full weightbearing, and 13.5 weeks after his initial fracture, he developed stress fractures of the medial distal femoral and proximal tibial metaphyses. He experienced gradual worsening of hip pain and difficulty with ambulation between 11 to 13 months post-closed reduction and percutaneous pinning (CRPP). Avascular necrosis and collapse of the femoral head was …
Modification Of Ergonomics For A World-Class Brass Instrumentalist With A Congenital Limb Difference: Level 3 Case, O G. Newhouse
Modification Of Ergonomics For A World-Class Brass Instrumentalist With A Congenital Limb Difference: Level 3 Case, O G. Newhouse
Clinical Practice in Athletic Training
Background: A drum and bugle corps is a musical marching organization that consists of approximately 160 brass, percussion, and color guard performers. There are currently twenty-one drum corps organizations at the world-class level that compete. Organizations learn their 8–10-minute show in the late spring and begin traveling the country performing and competing in the early summer until August. Rehearsal days can be up to 10 hours of practice including visual and music. It has been reported that the incidence of upper limb pain is higher in those who have longer practice times, in which is a symptom of overuse. These …
Title: Professional Socialization And Development Of Athletic Training Professional Program Directors, N A. Wilkins, K D. Pagnotta, L Kunkel, S David, A B. Thrasher
Title: Professional Socialization And Development Of Athletic Training Professional Program Directors, N A. Wilkins, K D. Pagnotta, L Kunkel, S David, A B. Thrasher
Clinical Practice in Athletic Training
Introduction: The role of Program Directors (PD) has vastly expanded over the last decade to meet the evolving demands of athletic training education and higher education. While specific responsibilities such as programmatic planning and accreditation maintenance are directly outlined in accreditation standards, PDs often assume additional institutional and programmatic responsibilities that now include recruitment and retention efforts, mentorship of faculty and students, curriculum design and mapping, and other administrative tasks. Previous research demonstrates athletic training faculty have little formalized training in administrative roles, and Coordinators of Clinical Education (CCEs) desired more support and development for that role. Little research exists …
Strength Assessment Protocol In Pre-Professional Ballet Dancers, Simona Di Nardo, Ivan Mascio
Strength Assessment Protocol In Pre-Professional Ballet Dancers, Simona Di Nardo, Ivan Mascio
Clinical Practice in Athletic Training
Purpose: This research project aimed to investigate the effects, particularly regarding the ability to generate force, that could emerge following a ballet class. The purpose of the study was to support the thesis that low levels of fitness and performance in professional and amateur dancers, should be considered a significant gap that needs to be addressed. Larger will be the gap and bigger will be the demand of a dancer to be prepared athletically. While the shorter the gap and more efficient the artistic side of the dance performance will be. As a result, a stronger and healthier body will …
Characteristics Of Athletic Trainers That Are Satisfied And Dissatisfied With Their Compensation, K Ef Mair, J P. Young, L E. Eberman
Characteristics Of Athletic Trainers That Are Satisfied And Dissatisfied With Their Compensation, K Ef Mair, J P. Young, L E. Eberman
Clinical Practice in Athletic Training
Introduction: Job satisfaction among athletic trainers (ATs), particularly in relation to compensation, is a critical factor influencing retention and career fulfillment. Examining the factors linked to earnings satisfaction may offer insight into how workplace conditions can be improved to better support ATs. The purpose of our study was to investigate the attributes that distinguish ATs content with their compensation from those who are dissatisfied. Methods: We used a cross-sectional, web-based survey to gather AT compensation data, of which 1,887 participants responded to a question regarding their satisfaction with compensation. Respondents were divided into two groups based on their satisfaction with …
The Effects Of A Joint Reduction Trainer On Confidence Levels In Professional Athletic Training Students, T Franklin, S Hacherl
The Effects Of A Joint Reduction Trainer On Confidence Levels In Professional Athletic Training Students, T Franklin, S Hacherl
Clinical Practice in Athletic Training
Introduction: Dislocations are common injuries managed by athletic trainers, yet athletic training students are unlikely to practice reduction techniques during clinical experiences. Current standards set by the Commission on Accreditation of Athletic Training Education require accredited programs to prepare students to manage patients with dislocations, including joint reductions. Research indicates the use of simulation techniques, such as joint reduction simulators, in education can fill clinical experience gaps and improve student confidence and skills. Shoulder dislocations make up nearly 50% of dislocations with several reduction techniques identified in the current literature. The use of a joint reduction simulator may provide athletic …
Isapa 2025: Program Guide, Catherine Carty, Gerard Masdeu Yelamos
Isapa 2025: Program Guide, Catherine Carty, Gerard Masdeu Yelamos
Publications
ISAPA 2025 is a landmark international event that brings together global leaders, researchers, practitioners, and advocates in Adapted Physical Activity to ignite systemic change under the unifying theme “Shifting the Dial: From Awareness to Transformation.” Hosted in Kerry, Ireland, under the patronage of UNESCO, the symposium integrates five major events into one dynamic platform.
The program reflects IFAPA’s mission to advance inclusion, research, professional excellence, and international cooperation, while also contributing meaningfully to the implementation of global frameworks such as the UN Convention on the Rights of Persons with Disabilities (CRPD), the Sustainable Development Goals (SDGs), the Paris 2024 Call …
The Impact Of Nurse-Led Distraction Techniques On Pain And Anxiety During Cancer Treatment In Pediatric Oncology Patients: Examining Virtual Reality And Play Therapy, Alexis Abalos
Nursing | Student Research Posters
Children undergoing cancer treatment often experience pain and anxiety during procedures such as port access or peripheral catheterization. Nurse-led distraction techniques, including virtual reality and play therapy, have emerged as promising non-pharmacologic interventions to reduce pain and anxiety in pediatric oncology patients. Existing data from primary and secondary research articles reveal the effectiveness of virtual reality and play therapy on reducing pain, anxiety, and psychosocial distress in pediatric oncology patients receiving cancer treatment. This study proposes a quasi-experimental design involving 90 pediatric oncology patients aged 6–12 years diagnosed with leukemia. Participants will be placed in a nurse-led VR distraction, play …
Effects Of Resistance Exercise On Post Stroke Patients: Systematic Review Of The Literature, Jeslin Patel
Effects Of Resistance Exercise On Post Stroke Patients: Systematic Review Of The Literature, Jeslin Patel
Honors Undergraduate Theses
Individuals who suffer from post-stroke effect face loss of function in mobility and quality of life. Mobility issues lead to changes in walking patterns, strength ability, daily independence, and more. Resistance training is an effective rehabilitation method used to test improve recovery by enhancing well-being, reducing spasticity, and increasing control. The purpose of this study was to explore the effects of resistance exercise on post-stroke patient's recovery and return to activities of daily living. A systemic literature review using databases, key terms, and various strategies. Databases used consisted of UCF Libraries, PubMed, Google Scholar, SagePub, Medline, ScienceDirect, and EBSCOhost. These …
Prediction Of Snatch And Clean And Jerk Performance From Physical Performance Measures In Elite Male Weightlifters, Ingo Sandau, Kristof Kipp
Prediction Of Snatch And Clean And Jerk Performance From Physical Performance Measures In Elite Male Weightlifters, Ingo Sandau, Kristof Kipp
Exercise Science Faculty Research and Publications
This study aimed to build a valid model to predict maximal weightlifting competition performance using ordinary least squares linear regression (OLR) and penalized (Ridge) linear regression (penLR) in 29 elite male weightlifters. One repetition maximum (1RM) or 3RM test results of assistant exercises were used as predictors. Maximal performance data of competition and assistant exercises were collected during a macrocycle in preparation for a competition. One repetition maximum snatch pull, 3RM back squat, 1RM overhead press, and body mass were used to predict the 1RM snatch; and 1RM clean pull, 3RM front squat, 1RM overhead press, and body mass were …
Effect Of Trauma Type And Trauma Burden On Self-Efficacy For Physical Exercise In Military Veterans, Kaley E. Davis, Meghan M. Bennett, Cecilia J. Hillard, Jeffrey Whittle, Zeno Franco, Rachel E. Bollaert, Jacklynn M. Fitzgerald
Effect Of Trauma Type And Trauma Burden On Self-Efficacy For Physical Exercise In Military Veterans, Kaley E. Davis, Meghan M. Bennett, Cecilia J. Hillard, Jeffrey Whittle, Zeno Franco, Rachel E. Bollaert, Jacklynn M. Fitzgerald
Exercise Science Faculty Research and Publications
Introduction
United States (U.S.) military veterans experience significant physical health problems. Lifestyle modifications, such as increasing daily physical activity, are often considered the first course of action in treatment for the general public. However, veterans report low levels of physical activity, often due to perceived barriers to engaging in exercise. Trauma exposure type and cumulative trauma burden may be differentially associated with exercise attitudes and behaviors.
Methods
We surveyed U.S. military veterans on perceived self-efficacy to overcome barriers to engaging in exercise and physical activity levels. Additionally, we explored the relationship between the type of traumatic event exposure and cumulative …
Supporting Leisure Exploration And Participation For Older Adults To Improve Occupational Performance, Jack Fong, Karen Park, Jazminne Orozco Arteaga
Supporting Leisure Exploration And Participation For Older Adults To Improve Occupational Performance, Jack Fong, Karen Park, Jazminne Orozco Arteaga
Fall 2024 OTD Capstone Symposium
This capstone project aimed to develop a program advocating for leisure exploration and participation among older adults to address functional decline and improve quality of life. The program utilized a comprehensive needs assessment, including interviews, interest screening, and observations, to identify participants' preferences and barriers to participation. Through education and advocacy, the program encouraged engagement in meaningful leisure activities tailored to individual interests and abilities. Participants reported satisfaction with their leisure participation, emphasizing the importance of socialization and maintaining physical and cognitive health. Modifications, such as activity adjustments, enabled participation despite health-related challenges. This project highlights the value of responsive …
Enhancing Dignity Amongst Persons With Dementia Through Occupational Engagement, Habeeba Ahmed, Amy Lyons-Brown Ms, Otd, Otr/L
Enhancing Dignity Amongst Persons With Dementia Through Occupational Engagement, Habeeba Ahmed, Amy Lyons-Brown Ms, Otd, Otr/L
Fall 2024 OTD Capstone Symposium
Dementia is a cognitive impairment that impacts an individual's memory, judgement, safety awareness, and emotions which can interfere with their activities of daily living. As the condition progresses, the person living with dementia (PLWD) may require a care partner to help them complete their daily tasks. Having a care partner and being a care partner can be challenging for both, the PLWD and their care partner, as there begins to be a shift in their independence. The PLWD must rely on their care partner to help them throughout their day, leading to a decrease in independence and occupational engagement. When …
Utilizing Pupper, A Social Robot Dog, To Increase Happiness And Improve Mood In Pediatric Patients Of A Cardiac Step-Down Unit, Angela Feng Wu
Utilizing Pupper, A Social Robot Dog, To Increase Happiness And Improve Mood In Pediatric Patients Of A Cardiac Step-Down Unit, Angela Feng Wu
Master's Projects and Capstones
Objective The usage of social robots in pediatrics is an emerging field of study. Preliminary research shows that they are effective at improving the psychosocial well-being of pediatric patients. This quality improvement project focuses on Pupper, a newly developed quadruped social robot dog, and its ability in improving mood and happiness in pediatric patients of a cardiac step-down unit. Aim The aim of this project is to increase average mood scores of pediatric cardiac patients aged 3-25 years by 50% from their baseline of 3.75 to 5.63 on a six-point scale within a one-month time frame. Methods Before intervention and …
Parent Perceptions Of Modified Toy Cars Influence On Play For Children With Disabilities: A Case Study, Taylor Brown, Angela Labrie Blackwell, Erik Pérez, Karen Aranha
Parent Perceptions Of Modified Toy Cars Influence On Play For Children With Disabilities: A Case Study, Taylor Brown, Angela Labrie Blackwell, Erik Pérez, Karen Aranha
Fall 2024 OTD Capstone Symposium
Play is a crucial childhood occupation because it facilitates the growth of various developmental skills. Children with disabilities (CWD) often exhibit intrinsic factors that can prevent them from participating in meaningful childhood occupations, such as play. Mobility play is a specific type of play that refers to any means for the child to explore and move around their environment, which can be accessed through the use of commercially available toys, including motorized toy cars. However, these commercially available toys are not always accessible to this population due to their unique presentation that hinders performance and participation in the desired and …
Relative Muscular Effort In The Older Adults During The Sit-To-Stand Task: Monitoring Neuromuscular Reserve And Movement Limitations, Nayun Ahn, Michael H. Haischer, Cara L. Lewis, Kristof Kipp
Relative Muscular Effort In The Older Adults During The Sit-To-Stand Task: Monitoring Neuromuscular Reserve And Movement Limitations, Nayun Ahn, Michael H. Haischer, Cara L. Lewis, Kristof Kipp
Exercise Science Faculty Research and Publications
Background
Due to lower maximum strength, older adults purportedly need to exert greater muscular effort to stand up from a chair. This study investigated joint-specific muscular effort during a sit-to-stand by calculating relative-muscular-effort and investigating differences between healthy older and young adults.
Methods
Fifteen older (age: 69.9 ± 3.5 years) and 15 young (age: 22.2 ± 2.6 years) adults performed five self-paced sit-to-stand trials. Kinematic and kinetic data were collected and used to calculate inverse dynamics net joint moment. Peak isometric knee and hip extensor torques were measured and used as inputs to regression models that predicted angle- and velocity-dependent …
Proceedings Of The 2022 “Lifestyle Intervention For Epilepsy (Life)” Symposium Hosted By Cleveland Clinic, Martha Sajatovic
Proceedings Of The 2022 “Lifestyle Intervention For Epilepsy (Life)” Symposium Hosted By Cleveland Clinic, Martha Sajatovic
Faculty Scholarship
Lifestyle interventions are strategies used to self-manage medical conditions, such as epilepsy, and often complement traditional pharmacologic and surgical therapies. The need for integrating evidence-based lifestyle interventions into mainstream medicine for the treatment of epilepsy is evident given that despite the availability of a multitude of treatments with medications and surgical techniques, a significant proportion of patients have refractory seizures, and even those who are seizure-free report significant adverse effects with current treatments. Although the evidence base for complementary medicine is less robust than it is for traditional forms of medicine, the evidence to date suggests that several forms of …
Performance Of Artificial Neural Network Compared To Multi-Linear Regression In Prediction Of Countermovement Jump Height, Amirhossein Emamian, Alireza Hashemi Oskouei, Kristof Kipp, Rasoul Azreh
Performance Of Artificial Neural Network Compared To Multi-Linear Regression In Prediction Of Countermovement Jump Height, Amirhossein Emamian, Alireza Hashemi Oskouei, Kristof Kipp, Rasoul Azreh
Exercise Science Faculty Research and Publications
Previous research has used primarily linear regression models to predict jump height and establish contributors of performance. The purpose of this study was to compare the performance of artificial neural network (ANN) and multi-linear regression (MLR) in prediction of countermovement jump (CMJ) height and investigating the contribution of kinematic variables to CMJ performance. Thirty-four healthy young male athletes performed a total of 204 CMJ while eight kinematic variables (the hip, knee, and ankle angles at the begging of the concentric phase of CMJ, the hip and knee take-off angles, and the shoulder, hip, and knee maximum angular velocities) were used …