Digital Commons Network^™

Quantifying Trapped Magnetic Vortex Losses In Niobium Resonators At Mk Temperatures, D. Bafia, B. Abdisatarov, R. Pilipenko, Y. Lu, G. Eremeev, A. Romanenko, A. Grassellino

Electrical & Computer Engineering Faculty Publications

Trapped magnetic vortices in niobium introduce microwave losses that degrade the performance of superconducting resonators. While such losses have been extensively studied above 1 K, we report here their direct quantification in the millikelvin and low-photon regime relevant to quantum devices. Using a high-quality factor 3D niobium cavity cooled through its superconducting transition in controlled magnetic fields, we isolate vortex-induced losses and find the resistive component of the sensitivity to trapped flux S to be approximately 2 n Ω/mG at 10 mK and 6 GHz. The decay rate is initially dominated by two-level system (TLS) losses from the native niobium …

The Effect Of Electrode Geometry On Excited Species Production In Atmospheric Pressure Air–Hydrogen Streamer Discharge, Shirshak Kumar Dhali, Stuart Reyes

Electrical & Computer Engineering Faculty Publications

When a gas is overvolted at or near atmospheric pressure, it results in a streamer discharge formation. Electrode geometries exert significant impact on the electrical breakdown of gases by altering the spatial profile of the electric field. In many applications the efficient generation of radicals is critical and is determined by the characteristics of the streamer discharge. We examine the effect of electrode geometry on the streamer characteristics and the production of radicals. This is performed for three different electrode geometries: plane–plane, pin–plane, and pin–pin. A two-dimensional rotationally symmetric fluid model is used for the streamer discharge simulation in the …

A New Deepfake Detection Method With No-Reference Image Quality Assessment To Resist Image Degradation, Jiajun Jiang, Wen-Chao Yang, Chung-Hao Chen, Timothy Young

Electrical & Computer Engineering Faculty Publications

Deepfake technology, which utilizes advanced AI models such as Generative Adversarial Networks (GANs), has led to the proliferation of highly convincing manipulated media, posing significant challenges for detection. Existing detection methods often struggle with the low-quality or compressed press, which is prevalent on social media platforms. This paper proposes a novel Deepfake detection framework that leverages No-Reference Image Quality Assessment (NRIQA) techniques, specifically, BRISQUE, NIQE, and PIQUE, to extract quality-related features from facial images. These features are then classified using a Support Vector Machine (SVM) with various kernel functions. We evaluate our method under both intra-dataset and cross-dataset settings. For …

Enhancing Cyber Situational Awareness Through Dynamic Adaptive Symbology: The Dass Framework, Nicholas Macrino, Sergio Pallas Enguita, Chung-Hao Chen

Electrical & Computer Engineering Faculty Publications

The static nature of traditional military symbology, such as MIL-STD-2525D, hinders effective real-time threat detection and response in modern cybersecurity operations. This research introduces the Dynamic Adaptive Symbol System (DASS), a novel framework enhancing cyber situational awareness in military and enterprise environments. The DASS addresses static symbology limitations by employing a modular Python 3.10 architecture that uses machine learning-driven threat detection to dynamically adapt symbol visualization based on threat severity and context. Empirical testing assessed the DASS against a MIL-STD-2525D baseline using active cybersecurity professionals. Results show that the DASS significantly improves threat identification rates by 30% and reduces response …

Ai-Based Steganography Method To Enhance The Information Security Of Hidden Messages In Digital Images, Nhi Do Ngoc Huynh, Jiajun Jiang, Chung-Hao Chen, Wen-Chao Yang

Electrical & Computer Engineering Faculty Publications

With the increasing sophistication of Artificial Intelligence (AI), traditional digital steganography methods face a growing risk of being detected and compromised. Adversarial attacks, in particular, pose a significant threat to the security and robustness of hidden information. To address these challenges, this paper proposes a novel AI-based steganography framework designed to enhance the security of concealed messages within digital images. Our approach introduces a multi-stage embedding process that utilizes a sequence of encoder models, including a base encoder, a residual encoder, and a dense encoder, to create a more complex and secure hiding environment. To further improve robustness, we integrate …

Enhancing Channel Data Savings And Information Transfer Efficiency In Ultrasound Imaging, Sai Konda, Hicham Chaoui

Electrical & Computer Engineering Faculty Publications

Ultrasound is a popular imaging technique mainly due to its non-invasive nature. And so, it is being used in a variety of applications. Due to plane wave imaging technique in ultrasound, frame rate of ultrasound imaging has the potential for being very high. Due to which, many channel data frames are being generated within a few seconds. As a result, tasks such as storing data frames and transferring them from front end ultrasonic system to processing computers are presenting significant challenges. Our current research work minimized these issues. We proposed and implemented: (a) Data encoding technique - We combined every …

Quantum Efficiency, Electron Spin Polarization And Lifetime Study For Gaas Based Truncated Nanocone Array Photocathodes, Md. Aziz Ar Rahman, Greg Blume, Md Abdullah Mamun, Shukui Zhang, Hani Elsayed-Ali

Electrical & Computer Engineering Faculty Publications

[First slide] Direct band-gap photocathode (Eg = 1.42 eV).

Valence band maximum (VBM) is doubly degenerate, Max. electron spin polarization (ESP) ~35-40%.

Strained-supperlattice (SSL) removed the VBM degeneracy, ESP ~85-90% with QE of ~1% at 780 nm.

Requires UHV: Lifetime ~200 C with ~200 μA beam current.

Ion-back bombardment degrades the lifetime.

Improvement in charge lifetime required for JLAB polarized positron source program: 1mA-10mA beam current for 2 weeks ~ 10³10⁴C.

An Overview Of Video Game Biometrics Collection And Considerations For Cyberbiosecurity, Lucas Potter, Christen Westberry, Xavier-Lewis Palmer

Electrical & Computer Engineering Faculty Publications

Over the past fifty years, the global cost of consumer electronics has significantly decreased, leading to greater accessibility to both biosensing systems and interactive entertainment platforms. This increased access has naturally resulted in higher usage of medical and entertainment electronics. However, the intersection of these technologies, combined with invasive data harvesting practices, has raised concerns about the potential misuse of biological signals to manipulate individuals' behavior both within and beyond the video game environment. Currently, biometric data in video games are employed in various ways, such as using Heart Rate Variability (HRV) as a performance metric and integrating eye tracking …

Interaction Of Cardiac Leiomodin With The Native Cardiac Thin Filament, Madison Little, Cristina M. Risi, Tania M. Larrinaga, Mason D. Summers, Tyler Nguyen, Garry E. Smith Jr., Jennifer Atherton, Carol C. Gregorio, Alla S. Kostyukova, Vitold E. Galkin

Department of Biomedical and Translational Sciences Faculty Publications

Every heartbeat depends on cyclical contraction-relaxation produced by the interactions between myosin-containing thick and actin-based thin filaments (TFs) arranged into a crystalline-like lattice in the cardiac sarcomere. Therefore, the maintenance of thin filament length is crucial for myocardium function. The thin filament is comprised of an actin backbone, the regulatory troponin complex and tropomyosin that controls interactions between thick and thin filaments. Thin filament length is controlled by the tropomodulin family of proteins; tropomodulin caps pointed ends of thin filaments, and leiomodin (Lmod) promotes elongation of thin filaments by a “leaky-cap” mechanism. The broader distribution of Lmod on the thin …

Eeg Spectral Analysis Of Nighttime Sleep And Daytime Mslts And Neurocognitive Evaluations In Subjects With Co-Morbid Insomnia And Osa, Yuan Shi, Yuru Nie, Fengyi Hao, Xujun Feng, Ye Zhang, Larry D. Sanford, Rong Ren, Xiangdong Tang

Department of Biomedical and Translational Sciences Faculty Publications

Background

Chronic insomnia and obstructive sleep apnea commonly co-occur. Few studies have explored the neurophysiological and neurocognitive characteristics of COMISA, which could help guide improving treatment diagnostic tools and determining novel therapeutic targets. This study aims to explore the neurophysiological and neurocognitive characteristics of COMISA using electroencephalographic (EEG) spectral analysis and subjective and objective neurocognitive measurements.

Methods

Participants were from our community recruited OSA-insomnia-COMISA cohort with 206 included for our current analysis including 74 chronic insomniacs (CIs), 55 OSA patients and 77 COMISA patients. Standard polysomnography (PSG) and multiple sleep latency tests (MSLTs) were recorded and used to obtain relative …

Antibiotic Resistance: The Growing Threats And Potential Solutions, Olisaemeka Zikora Akunne, Blessing Nkechi Emmanuel, Umar Faruk Saidu, Ayobami Sunday Akinnawo, Nasiru Ademola Adeyemi, Livia Chinaza Egoh, Malami Aishatu Muhammad, Olusegun Ayo Ade-Adekunle, Deborah Ahuoyiza Peter, Anne Amina Freitas

Department of Biomedical and Translational Sciences Faculty Publications

Antibiotic resistance (AR) has become a critical global health crisis, threatening the efficacy of antibiotics and increasing healthcare costs, morbidity, and mortality. The One Health approach, which emphasizes the interconnectedness of human, animal, and environmental health, is increasingly recognized as an essential framework for addressing the complex drivers of AR. This review explores the mechanisms of resistance, such as genetic mutations, horizontal gene transfer, and biofilm formation, along with contributing factors such as the overuse of antibiotics in healthcare and agriculture. We assess both traditional and emerging strategies to combat AR, including antimicrobial stewardship, the development of new antibiotics, and …

Reduced Slow Wave Sleep Is Associated With Increased Risk Of Short Stature In Children: A Cross-Sectional Study, Zhaohua Chen, Yuan Shi, Fei Lei, Xujun Feng, Lu Tan, Taomei Li, Junying Zhou, Yuanfeng Sun, Jiamin Liao, Yun Li, Zhoulong Yu, Jian Jiao, Yanyan Wang, Larry D. Sanford, Michael V. Vitiello, Ye Zhang, Rong Ren, Xiangdong Tang

Department of Biomedical and Translational Sciences Faculty Publications

Objective: Although growth hormone was shown to be specifically released during slow wave sleep (SWS), no population-based evidence has demonstrated the association between sleep quality and childhood height. To address this gap, our study aims to investigate the relationship between SWS and height of children.

Methods: We analyzed polysomnography data and z-scores for height in 2527 suspected obstructive sleep apnea (OSA) children (537 non-OSA children and 1990 OSA children) collected over the past 16 years. Different grades of z-scores for height and SWS were classified by the quartile method, and the lowest z-scores for height quartile defined short stature as …

Neuroinflammatory Signaling And Immune Cell Infiltration Differ In Brains Of Rats Exposed To Space Radiation And Social Isolation, Austin M. Adkins, Zachary N. M. Luyo, Alea F. Boden, Riley S. Heerbrandt, Richard A. Britten, Laurie L. Wellman, Larry D. Sanford

Center for Integrative Neuroscience and Inflammatory Diseases (CINID) Faculty Publications

Astronauts on the proposed Mars missions will be exposed to extended periods of social isolation (SI) and space radiation (SR). SI and SR-induced immune dysregulation can result in persistent neuroinflammation and neuronal damage which could negatively impact an astronaut’s health and ability to maintain adequate levels of performance. The synergistic effects of combined SI and SR on immune system functionality and the brain remain unknown. Determining how single and combined inflight stressors modulate the immune system is crucial for fully understanding pathways impacting astronaut health and performance. We used ground-based analogs of SI and SR in rodent models to investigate …

Association Between The Social Vulnerability Index And Adverse Pregnancy Outcomes, Tetsuya Kawakita, Misa Hayasaka, Lindsay Robbins, Juliana Martins, George Saade

Department of Obstetrics & Gynecology Faculty Publications

Objective: To assess the association between the Social Vulnerability Index (SVI) and racial disparities in pregnancy outcomes across U.S. counties and to quantify these racial disparities.

Methods: This was a cross-sectional study using restricted Centers for Disease Control and Prevention data sets, including natality data sets, fetal death data sets, and all-cause mortality data sets from 2016 to 2021. We limited analyses to Black or White individuals aged 15-44 years from 3,114 U.S. counties. Participants were categorized into quartiles based on county-level SVI. The primary outcome was maternal mortality rate while pregnant or within 42 days of the end of …

Predicting Mental Health Disparities Using Machine Learning For African Americans In Southeastern Virginia, Ismail El Moudden, Michael C. Bittner, Matvey V. Karpov, Isaac O. Osunmakinde, Akosua Acheamponmaa, Breshell J. Nevels, Mamadou T. Mbaye, Tonya L. Fields, Karthiga Jordan, Messaoud Bahoura

Department of Obstetrics & Gynecology Faculty Publications

This study examined mental health disparities among African Americans using AI and machine learning for outcome prediction. Analyzing data from African American adults (18–85) in Southeastern Virginia (2016–2020), we found Mood Affective Disorders were most prevalent (41.66%), followed by Schizophrenia Spectrum and Other Psychotic Disorders. Females predominantly experienced mood disorders, with patient ages typically ranging from late thirties to mid-forties. Medicare coverage was notably high among schizophrenia patients, while emergency admissions and comorbidities significantly impacted total healthcare charges. Machine learning models, including gradient boosting, random forest, neural networks, logistic regression, and Naive Bayes, were validated through 100 repeated 5-fold cross-validations. …

Association Between The Intensity Of Exercise In The First Trimester And Early Second Trimester And The Risk Of Gestational Diabetes, Takaki Tanamoto, Misa Hayasaka, Tetsuya Kawakita

Department of Obstetrics & Gynecology Faculty Publications

Objective

Although some studies show that exercise decreases the incidence of gestational diabetes mellitus (GDM), the optimal exercise intensity during pregnancy remains unclear. We examined GDM risk according to exercise intensity in pregnant individuals.

Methods

We analyzed data from the Nulliparous Pregnancy Outcomes Study: Monitoring Mothers‐to‐Be (nuMoM2b), a prospective study enrolling nulliparous individuals in the first trimester. Participants with pregestational diabetes or delivery before 20 weeks were excluded. Exercise intensity during the first (6–13 weeks’ gestation) and early second (16–21 weeks’ gestation) trimesters was categorized by metabolic equivalent of task hours per week (MET‐hr/week) as none, low intensity (< 7.5), moderate intensity (7.5–14.9), or high intensity (≥ 15). The primary outcome was GDM; secondary outcomes included preeclampsia, gestational hypertension, preterm birth, small‐for‐gestational‐age birth, and stillbirth. Adjusted relative risks (aRRs) with 95% confidence intervals (CIs) were calculated using a generalized linear mixed‐effects model with a Poisson distribution and robust error variance, controlling for the random effects of individuals and potential confounders.

Results …

Treatment Effects Of Genital Mycoplasma Species In High-Risk Pregnant Individuals: A Retrospective Cohort Study, Takashi Yoshimasu, Tasuku Inao, Tetsuya Kawakita

Department of Obstetrics & Gynecology Faculty Publications

Objective

We aimed to estimate the causal effect of treatment for genital Mycoplasma species on preterm birth (PTB) and spontaneous abortion (SA). We also evaluated treatment effects separately for cases with co-infection of Ureaplasma and Mycoplasma species.

Methods

This was a retrospective observational cohort study at a single center. Singleton mothers with one or more risk factors for PTBs were screened and treated for genital Mycoplasma species. The treatment was repeated based on polymerase chain reaction (PCR) results after each course. We applied inverse probability treatment weighting, and risk differences (RDs) of the treatment effect on pregnancy outcomes were estimated …

Physical Activity For Anxiety For Autistic People: A Systematic Review, Kathryn Riis, Brittany Samulski, Kristina A. Neely, Patricia Laverdure

Rehabilitation Sciences Faculty Publications

Clinical anxiety is a common comorbidity in autistic people. Due to the prevalence of anxiety in the autism population and the adverse effects it causes, there is a critical need to develop effective interventions which address anxiety symptoms for autistic people. Therefore, the purpose of this systematic review was to examine the effectiveness of the use of physical activity as an intervention to reduce anxiety in autistic people. Three databases PubMed, PsychInfo, and Cochrane RCTs, were searched utilizing key terms. PRISMA systematic search procedures identified 44 studies meeting predetermined inclusion criteria. Participant characteristics, the type of physical activity performed, the …

Effect Of Family-Centered Care Interventions On Motor And Neurobehavior Development Of Very Preterm Infants: A Systematic Review And Meta-Analysis, Manasa Kolibylu Raghupathy, Shradha S. Parsekar, Shubha R. Nayak, Kalesh M. Karun, Sonia Khurana, Alicia J. Spittle, Leslie Edward S. Lewis, Bhamini Krishna Rao

Rehabilitation Sciences Faculty Publications

Aim

To assess the effectiveness of family-centered care (FCC) interventions on motor and neurobehavior development of very preterm infants.

Method

Randomized and quasi-randomized trials assessing the effect of FCC on motor and neurobehavioral outcomes in very preterm infants (28–32 wk gestation) were included. Five electronic databases and grey literature were searched from January 2010 to August 2022. Two reviewers independently screened the titles/abstracts and full texts, assessed the risk of bias, and extracted data. The Cochrane Risk of Bias 2.0 Tool and GRADE were used for risk and evidence certainty assessments. Meta-analysis or narrative synthesis was performed based on data …

'I Did Not Know We Could Exercise This Small Premature Baby': Challenges Experienced By Parents While Implementing Early Intervention For Their Preterm Infants-A Qualitative Perspective, Manasa Kolibylu Raghupathy, Selim Jahangir, Sonia Khurana, Leslie Edward S. Lewis, Bhamini Krishna Rao

Rehabilitation Sciences Faculty Publications

Background

Preterm birth is a highly stressful experience for both parents and infants. Parental participation in care enhances developmental outcomes, fosters parent-infant interactions and builds parental confidence. However, low parental adherence has always been a challenge in the successful implementation of intervention programs both in the NICU and at home. It is imperative to understand parents' perspectives and view the challenges that they experience through their lens while providing early intervention to their infants born preterm. This study is aimed at identifying new parents' challenges when implementing early intervention programs for their infants during the transition from hospital to home. …

Newly Credentialed Athletic Trainers' Onboarding Process During The Transition To Practice, Ashley B. Thrasher, Stacy E. Walker, Julie M. Cavallario

Rehabilitation Sciences Faculty Publications

Context: As new athletic trainers (ATs) transition into their roles, some employers provide orientation and onboarding to assist with the transition to practice. Research in which authors outline the ideal onboarding process for new ATs transitioning to practice is lacking.

Objective: To examine the onboarding process for new ATs.

Design: Grounded theory.

Setting: College or university, secondary school, and hospital or clinic.

Patients or other participants: Seventeen newly credentialed, employed ATs who recently graduated from professional masters' programs (11 female, 6 male; 25.6 ± 2.2 years) and 12 employers (6 female, 6 male; years in role supervising new ATs: 8.5 …

Optimization Of Serum And Salivary Cortisol Interpolation For Time-Dependent Modeling Frameworks In Healthy Adult Males, Nathaniel T. Berry, Travis Anderson, Christopher K. Rhea, Laurie Wideman

Rehabilitation Sciences Faculty Publications

Cortisol is an important marker of hypothalamic-pituitary-adrenal function and follows robust circadian and diurnal rhythms. However, biomarker sampling protocols can be labor-intensive and cost-prohibitive. Objectives: Explore analytical approaches that can handle differing biological sampling frequencies to maximize these data in more detailed and time-dependent analyses. Methods: Healthy adult males [N = 8; 26.1 (±3.1) years; 176.4 (±8.6) cm; 73.1 (±12.0) kg)] completed two 24 h admissions: one at rest and one including a high-intensity exercise session on the cycle ergometer. Serum and salivary cortisol were sampled every 60 and 120 min, respectively. Six alternative sampling profiles were defined by downsampling …

Athletic Training Students' Use Of Health Information Technology Professional Behaviors During Clinical Experiences: A Report From The Aate Research Network, Cailee E. Welch Bacon, Julie M. Cavallario, Stacy E. Walker, R. Curtis Bay, Bonnie L. Van Lunen

Rehabilitation Sciences Faculty Publications

Context:

As an essential core competency for high-quality healthcare, health information technology (HIT) leverages the use of technology, such as electronic record systems, to collect and use patient care information to make informed clinical decisions. There is a dearth of information regarding professional athletic training students' (ATSs') use of HIT professional behaviors during clinical experiences.

Objective:

To assess HIT professional behaviors ATSs engage with during clinical experience patient encounters (PEs). DESIGN: Multisite panel design.

Setting:

12 professional athletic training programs.

Participants:

363 ATSs enrolled across the participating professional athletic training programs entered patient encounter information within E*Value during their scheduled …

Perceptions Of Leadership Opportunities And Effectiveness Among Athletic Trainers: A Comparison Across Racial And Ethnic Groups, Nicolette A. Harris, Americus H. Williams, Julie M. Cavallario, Cailee E. Welch Bacon

Rehabilitation Sciences Faculty Publications

Context

Diverse representation in athletic training leadership is essential for fostering inclusion and innovation in the profession. Despite efforts to enhance leadership diversity, disparities persist, underscoring the need to explore barriers to leadership and the effectiveness of leadership in meeting the needs of athletic trainers (ATs).

Objective

To examine racial and ethnic differences in ATs' desire, pursuit, and attainment of leadership positions in the profession in addition to perceptions of current leadership effectiveness.

Design

Cross-sectional, web-based survey.

Participants

A purposeful sample of 1,173 racially and ethnically diverse ATs from an organized professional network followed by a random sample of 6,000 …

The Landscape Of Virtual Reality Use In Mobility Rehabilitation From 2010-2023: A Scoping Review, Danielle T. Felsberg, Reza Pousti, Charlend K. Howard, Scott E. Ross, Louisa D. Raisbeck, Jared T. Mcguirt, Christopher K. Rhea

Rehabilitation Sciences Faculty Publications

Significant advancements in virtual reality (VR) technology have occurred in the past decade, allowing clinical researchers to take advantage of these reduced barriers to explore the use of VR in patient populations. This scoping review on VR interventions to improve mobility in adults and children focuses on the literature from 2010-2023. A total of 2736 articles were screened and 126 articles met the inclusion criteria. Most of the studies were conducted in inpatient clinical settings (n = 41) and investigated VR interventions to improve balance (n = 118). Less immersive (n = 108) products such as Nintendo Wii or Xbox …

Case Report: Multifactorial Intervention For Safe Aging In Place, Ashwini Kulkarni

Rehabilitation Sciences Faculty Publications

Background/Objectives: Falls are a leading cause of morbidity in older adults, particularly those with multiple comorbidities. A multidisciplinary approach addressing physical, psychological, and environmental factors is essential for reducing fall risk and supporting aging in place. This report evaluates the effectiveness of a multidisciplinary, multifactorial approach in managing high fall risk in an older adult with diabetes, hypertension, and osteoporosis. Methods: A 72-year-old woman with a recurrent history of falls participated in an 8-week intervention as part of the American Physical Therapy Association (APTA) balance and falls prevention credential program. This study was conducted in Virginia Beach, USA, at the …

Comparing Immersive And Nonimmersive Clinical Experiences In Athletic Training Education: Effects On Student Engagement And Confidence, Julie M. Cavallario, Shana Pribesh, S. E. Walker

Rehabilitation Sciences Faculty Publications

Context

With the shift to a graduate-level professional degree in athletic training, it was hypothesized that immersive clinical experiences (ICEs) would be more effectively integrated into curricula than non-ICEs (N-ICEs) and better prepare students for practice.

Objective

To longitudinally compare clinical engagement opportunities in ICEs versus N-ICEs and assess if these opportunities are associated with changes in student confidence in performing related tasks.

Design

Prospective, longitudinal, time-diary study using a Web-based survey. Patients or Other Participants: Fifty-three first-year, master’s-level athletic training students from 21 programs.

Main Outcome Measure(s)

Participants reported their type of clinical experience (ICE, N-ICE, or none), the …

Athletic Trainers' Perspectives On Resources And Preparation Needed For Successful Salary Negotiation, Kimberly R. Detwiler, Cailee E. Welch Bacon, Indigo B. White, Leanne E. Jones, Julie M. Cavallario

Rehabilitation Sciences Faculty Publications

Context

Many athletic trainers (ATs) work under high stress, long hours, and low pay. These conditions often lead ATs and athletic training students to leave the profession. Previous studies show that over half of ATs do not negotiate salary, often because they feel the offer is fair or fear losing the job. Additional support is needed to help ATs prepare for negotiations, as current resources are limited.

Objective

This study explored ATs’ views on the resources need to prepare for salary negotiations during the hiring process.

Design

Consensual qualitative research.

Setting

Individual video interviews.

Patients or Other Participants

Twenty-eight participants …

Emergency Action Plan Adoption Across Athletic Training Practice Settings, Samantha E. Scarneo-Miller, Rebecca L. Stearns, Christianne M. Eason, Alicia M. Pike Lacy, Rebecca M. Lopez, Zachary K. Winkelmann, Rebecca M. Hirschhorn, Susan W. Yeargin

Rehabilitation Sciences Faculty Publications

Context:

The 2024 NATA Position Statement provides updated recommendations for EAP adoption. Past research on the 2002 statement showed limited adoption by ATs. Assessing current adoption across practice settings offers a clearer picture of the EAP implementation landscape.

Objectives:

To examine ATs' adoption of new EAP best-practice recommendations across practice settings.

Design:

Cross-Sectional study.

Setting:

Online questionnaire.

Patients or Other Participants:

Clinically active ATs (n=614) working in any practice setting (Youth, Secondary School, Division 1 Power 4, Collegiate athletics – Not Power 4, Non-Major Professional Sports, Professional Sports, Non-Sideline).

Main Outcome Measures:

Prevalence of an EAP, adoption of recommendations, and …

An 11-Year (2012-2022) Review Of Journal Of Athletic Training Publication Study Designs And Sample Sizes, Zachary K. Winkelmann, Samantha E. Scarneo-Miller, Emily C. Smith, Ryan M. Argetsinger, Lindsey E. Eberman

Rehabilitation Sciences Faculty Publications

Background

Research findings must be representative by creating a sample of individuals, ensuring the results can be generalized and applicable to a larger population, which has historically been guided by a power analysis. However, the varied research design methods require a unique approach to sampling and a formula for recruitment and size. Therefore, the purpose of this study was to analyze historical data from published manuscripts in the Journal of Athletic Training (JAT) relative to study design and sample sizes. A secondary purpose was to further explore metrics for survey-based research.

Methods

This descriptive analysis explored 1267 publications in each …