Digital Commons Network^™

Lawyers' Right Of Professional Self-Defense And Its Limits, Douglas R. Richmond

South Carolina Law Review

No abstract provided.

Automated Detection Of Vaping-Related Tweets On Twitter During The 2019 Evali Outbreak Using Machine Learning Classification, Yang Ren, Dezhi Wu, Avineet Singh, Erin Kasson, Ming Huang, Patricia Cavazos-Rehg

Publications

There are increasingly strict regulations surrounding the purchase and use of combustible tobacco products (i.e., cigarettes); simultaneously, the use of other tobacco products, including e-cigarettes (i.e., vaping products), has dramatically increased. However, public attitudes toward vaping vary widely, and the health effects of vaping are still largely unknown. As a popular social media, Twitter contains rich information shared by users about their behaviors and experiences, including opinions on vaping. It is very challenging to identify vaping-related tweets to source useful information manually. In the current study, we proposed to develop a detection model to accurately identify vaping-related tweets using machine …

Disparities In Demand For Covid-19 Hospital Care In The United States: Insights From A Longitudinal Hierarchical Study, Wolfgang Messner

Faculty Publications

Background and aims

This study examined disparities in hospitalization for COVID-19 within the U.S. by racial and ethnic groups, health insurance status, and social support structure.

Methods

Using publicly available ecological case and contextual data from July 2020 to April 2021, a longitudinal hierarchical model for the 51 U.S. states was constructed.

Results

Racial/ethnic disparities were observed, such as that hospitalization rates were higher in states with a higher percentage of Black (β = .002, P = .009) and American Indian or Alaska Native persons (β = .003, P = .03). Conversely, lack of health insurance was related …

Co-Teaching At The High School: One School's Approach To Create A Sustainable Co-Teaching Program Using Collaborative Learning And Learner Centered Theories, John Kegan Flynn

Theses and Dissertations

Co-teaching is a method of instruction that utilizes the professional knowledge of general education and special education teachers to best meet the needs of all students in the classroom. At Northwood High School (NHS), the co-teachers have received piecemeal professional development on co-teaching. This mixed-methods action research study seeks to determine the comfort and knowledge levels of the NHS co-teachers and provide the co-teachers with co-teaching professional development that is tailored to meet their needs. The theories of collaborative learning and learner-centered were used to provide a structure from which to conduct the research. Qualitative and quantitative data were collected …

Body Tempering And Its Effect On Ankle Dorsiflexion And Power, Neal Ori, Justin Goins, Jay Patel, Robbie Ingle

Clinical Practice in Athletic Training

Body Tempering (BT) is a newer myofascial release (MFR) technique that is used by athletes and healthcare professionals. The effects of BT are stated to be similar to foam rolling (FR) and other MFR techniques, but there is minimal research assessing the effects of BT on power and range of motion (ROM). The purpose of this study was to determine the effect of BT on ankle dorsiflexion ROM and power, as well as to compare the effects of BT to traditional FR. Twenty college-aged participants (10 males-10 females) were tested before and after intervention on three measurements of the broad …

Quality Improvement: Implementation Of Individualized Concussion Patient Education And Rehabilitation Treatment Plans, Briana Burgette, Tamara C. Valovich Mcleod

Clinical Practice in Athletic Training

Concussion is a significant health issue at all levels of sports participation. At Saint Luke’s Health System (SLHS) in Kansas City, Missouri, the sports medicine and concussion team discovered an issue with dissemination of patient education for concussion rehabilitation plans. A quality improvement project was launched in August 2019 to develop concussion educational rehabilitation plans, incorporating cluster symptoms into concussion profiles and improving communication during follow-up care. The project promoted improvement of patient understanding of individualized rehabilitation plans and effective communication for the treatment management team. Three cycles of a Plan-Do-Study-Act (PDSA) quality improvement project were completed over 6 months. …

Hiring Practices Among Ncaa Division Ii Head Athletic Trainers, B J. Warner, Z K. Winkelmann, S A. Cage, D M. Gallegos, L E. Trail

Clinical Practice in Athletic Training

Context: To the authors’ knowledge, there are few studies on how athletic trainers (ATs) are hired by NCAA institutions. Current legislation protects many demographics from discrimination during hiring, but these laws may not be enforced by institutions. Therefore, the purpose of this study was to describe factors that might influence the hiring practices of NCAA Division II Head Athletic Trainers. Methods: We used a web-based survey (Qualtrics) that was distributed to by email to 278 NCAA Division II Head Athletic Trainers. A total of 96 ATs completed the survey (response and completion rate=34.5%). The survey included a prompt for hiring …

Impact Of A Virtual Education Presentation On Perceived And Actual Knowledge Of Cupping Therapy Among Athletic Trainers, S A. Cage, D L. Gill, P K. Brown, R Schmitz, B J. Warner

Clinical Practice in Athletic Training

Context: Within the athletic training profession, there are continuing education requirements in order to maintain national certification. Although the profession mandates completion of continuing education, little research has assessed the effectiveness of continuing education interventions. Furthermore, there has been even less research conducted on the effectiveness of virtual continuing education interventions. The purpose of this study was to determine the effect of a virtual continuing education presentation on perceived and actual knowledge of cupping therapy among certified athletic trainers. Methods: 31 certified athletic trainers began this study (age = 38 ± 11, years of credentialed experience = 15 ± 11). …

A Risk-Averse Mechanism For Suicidality Assessment On Social Media, Ramit Sawhney, Atula Tejaswi Neerkaje, Manas Gaur

Publications

Recent studies have shown that social media has increasingly become a platform for users to express suicidal thoughts outside traditional clinical settings. With advances in Natural Language Processing strategies, it is now possible to design automated systems to assess suicide risk. However, such systems may generate uncertain predictions, leading to severe consequences. We hence reformulate suicide risk assessment as a selective prioritized prediction problem over the Columbia Suicide Severity Risk Scale (C-SSRS). We propose SASI, a risk-averse and self-aware transformer-based hierarchical attention classifier, augmented to refrain from making uncertain predictions. We show that SASI is able to refrain from 83% …

The Lognometer: A New Normalized And Computerized Device For Assessing The Neurodevelopment Of Fine Motor Control In Children, Christian O'Reilly, Rejean Plamondon, Nadir Faci

Publications

Motor skills are fundamental for the development of children. Neurodevelopmental tests currently used by professionals for measuring motor control maturity exhibit several limitations. To address some of these, we have designed the Lognometer, a tablet-based device that can run computerized neuromotor tests. To normalize this tool against a representative population, we collected handwritten triangles from 780 children. We used the Sigma-Lognormal model and a prototype-based parameter estimation algorithm to analyze these movements. To ensure clinical acceptance, we developed an explainable solution relying on statistical regression. We evaluated how well the proposed lognormal decomposition captures the motor control maturation between 6 …

The Insider Trading Prohibition Theories In The Literature-A Critique, Mangesh Patwardhan

South Carolina Journal of International Law and Business

No abstract provided.

Exertional Heat Stroke In A Male High School Runner With Disordered Eating: A Disablement Model Case Study, Brittni G. Hoover, Rebecca M. Hirschhorn, Allison B. Smith, Amy F. Hand

Clinical Practice in Athletic Training

A 16-year-old male high school cross country athlete collapsed at the end of an afternoon 5K cross country meet. The patient was unable to stand, and after outwardly displaying confusion and agitation, his coaches sought assistance from the athletic trainers (ATs). The patient consumed one cup of water and a granola bar on the day of the meet. The ambient air temperature was 90°F with 69% humidity. Differential diagnoses included exertional heat stroke (EHS), exertional heat exhaustion, exertional collapse associated with sickle cell trait, heat syncope, dehydration, malnutrition, and hypoglycemia. Approximately 20 minutes passed between activation of the emergency action …

Safety Of Blood Flow Restriction Training For Musculoskeletal Disorders: An Evidence-To-Practice Review, Breanna Ferguson, Erica Schulman, Matthew Zimmerman, Zachary K. Winkelmann

Clinical Practice in Athletic Training

Blood flow restriction training (BFRT) is low-level resistance training while partially occluding proximal blood flow. It is well documented that this style of training leads to increased muscle size as well as strength. It is theorized that these size and strength gains are due in part to the decreased oxygen environment. This results in increased muscular stress without the need for increased external load making this style of resistance training ideal for individuals who have restrictions due to musculoskeletal disorders. The guiding systematic review examined the safety of BFRT when used as a therapeutic intervention for patients with a variety …

Using The Mulligan Mobilization With Movement And Fibular Repositioning To Treat High School Patients With A Grade One Lateral Ankle Sprain, Alexander Zettlemoyer, Rich Patterson, Russell Baker, Alan Nasypany

Clinical Practice in Athletic Training

Ankle injuries are common among high school athletics with the highest incidence rates in boys and girls basketball and boys football. Novel treatment paradigms like the Mulligan Mobilization with Movement (MWM) in conjunction with fibular repositioning tape have shown promising results in reducing pain, disability, and time lost due to lateral ankle sprains (LAS). However, research focusing on Mulligan treatment strategies and ankle swelling following a LAS is limited. Therefore, the purpose of this case series was to evaluate the combined effects of the MWM and fibular repositioning taping on swelling, function, and pain in high school patients with an …

Hiring Practices Among Ncaa Division Iii Head Athletic Trainers, J P. Goza, S A. Cage, Z K. Winkelmann, B J. Warner, M Mckenney

Clinical Practice in Athletic Training

Context: Limited empirical evidence exists on how athletic trainers (ATs) are hired by NCAA institutions. Current legislation protects many demographics from discrimination during hiring, but these laws may not be enforced by institutions. Thus, the purpose of this study was to describe potential factors that might influence the hiring practices of NCAA Division III Head Athletic Trainers. Methods: We used a web-based survey (Qualtrics) that was distributed by email to 329 NCAA Division III Head Athletic Trainers. A total of 114 ATs completed the survey (response and completion rate=34.7%). The survey included a prompt for hiring an assistant athletic trainer …

Exo-Sir: An Epidemiological Model To Analyze The Impact Of Exogenous Spread Of Infection, Nirmal Kumar Sivaraman, Manas Gaur, Shivansh Baijal, Sakthi Balan Muthiah, Amit Sheth

Publications

Epidemics like Covid-19 and Ebola have impacted people's lives significantly. The impact of mobility of people across the countries or states in the spread of epidemics has been significant. The spread of disease due to factors local to the population under consideration is termed the endogenous spread. The spread due to external factors like migration, mobility, etc. is called the exogenous spread. In this paper, we introduce the Exo-SIR model, an extension of the popular SIR model and a few variants of the model. The novelty in our model is that it captures both the exogenous and endogenous spread of …

Process Knowledge-Infused Learning For Suicidality Assessment On Social Media, Kaushik Roy, Manas Gaur, Qi Zhang, Amit Sheth

Publications

Improving the performance and natural language explanations of deep learning algorithms is a priority for adoption by humans in the real world. In several domains, such as healthcare, such technology has significant potential to reduce the burden on humans by providing quality assistance at scale. However, current methods rely on the traditional pipeline of predicting labels from data, thus completely ignoring the process and guidelines used to obtain the labels. Furthermore, post hoc explanations on the data to label prediction using explainable AI (XAI) models, while satisfactory to computer scientists, leave much to be desired to the end users due …

Comparing Symbolic And Connectionist Algorithms For Correlating The Age Of Healthy Children With Sigma-Lognormal Neuromuscular Parameters, Zigeng Zhang, Christian O'Reilly, Rejean Plamondon

Publications

It is important to accurately evaluate the motor control maturity to help physicians diagnose delayed or abnormal motor development in children. Traditionally, it has been challenging to design assessment methods that are practical and accurate at the same time. This study aims to develop an effective algorithm to predict motor control maturity based on the Kinematic Theory of rapid human movements. We used handwritten pen strokes made on an electronic tablet by 513 children (5.5 to 13 years of age). We considered two types of movements: a single stroke and a triangle drawing test. For the analysis, Sigma-Lognormal parameters were …

Wise Causal Models: Wisdom Infused Semantics Enhanced Causal Models - A Study In Suicidality Diagnosis, Kaushik Roy, Yuxin Zi, Vignesh Narayanan, Manas Gaur, Sanjay Chandrasekar, Amit Sheth

Publications

The COVID-19 Pandemic has highlighted the gap between the number of mental health care seekers and care providers. Netizens have taken to internet-based platforms such as Reddit to express their experiences. Mental illness diagnosis processes have clinically accepted causal interpretations and semantics. Curiously, mental illness diagnosis accuracy is low relative to similar well-studied illnesses. Motivated by this discrepancy, we propose Wisdom Infused Semantics Enhanced (WISE) causal models, inspired by the wisdom of the crowd idea that learns from a collective agreement among causal models and their semantics for mental illness diagnoses. We use suicidality diagnosis task descriptions, datasets, and baseline …

Knowledge-Infused Reinforcement Learning, Kaushik Roy, Manas Gaur, Qi Zhang, Amit Sheth

Publications

Virtual health agents (VHAs) have received considerable attention, but the early focus has been on collecting data, helping patients follow generic health guidelines, and providing reminders for clinical appointments. While presenting the collected data and frequency of visits to the clinician is useful, further context and personalization are needed for a VHA to interpret and understand what the data means in clinical terms. This has made their use in managing health limited. Such understanding enables patient empowerment and self-appraisal – i.e., aiding the patient in interpreting the data to understand the changes in the patient’s health conditions, and self-management – …

How To Map Soil Sealing, Land Take And Impervious Surfaces? A Systematic Review, Francesca Peroni, Salvatore Eugenio Pappalardo, Francesco Facchinelli, Edoardo Crescini, Michele Munafò, Michael E. Hodgson, Massimo De Marchi

Faculty Publications

Soil degradation is one of the main environmental issues within the international agendas on sustainability and climate adaptation. Among degradation processes, soil sealing represents the major threat, as ecosystem services dramatically decrease or are even nullified. The increasing use of big open data from satellites combined with AI algorithms are making geodata mining and mapping techniques essential to quantify soil sealing. Different keywords are adopted to define the phenomenon. However, at present, review articles presenting the state-of-the-art on mapping soil sealing by including the most common definitions are currently not available. Hence, we analyzed: (a) impervious surface, (b) soil sealing, …

Walter Scott At 250, Alison Lumsden, Kirsty Archer-Thompson

Studies in Scottish Literature

This essay marking the 250th anniversary of Walter Scott's birth reflects on the current state of Scott studies, the scholarly directions in which it might develop, and ways in which the relevance of Scott’s work may be re-discovered and re-invigorated for contemporary audiences. In particular, it examines scholarly and critical attitudes to Scott's work over the past 50 years through papers given at the triennial international Scott conferences initiated in Edinburgh in 1971, alongside developments in public engagement at Abbotsford House and elsewhere during the 250th anniversary year.

Douglas Young, Hellenist, Ward Briggs

Studies in Scottish Literature

A reassessment of the Scottish writer Douglas Young's career as classicist, poet, translator, and teacher, tracing the centrality to his achievement of his commitment to Greek literature and classical scholarship.

'We'll Ne'er Forget The People': The Roy Manuscript Of Burns's 'The Dumfries Volunteers', Patrick Scott

Studies in Scottish Literature

A brief illustrated report on an early manuscript of Burns's song "The Dumfries Volunteers ("Does haughty Gaul invasion threat"), now in the Roy Collection, University of South Carolina Libraries, originally sent by Burns to the editor of the Dumfries Journal, and published there on May 5, 1795, but unavailable to Kinsley and other recent editors.

Protocol For Escitalopram And Language Intervention For Subacute Aphasia (Elisa): A Randomized, Double Blind, Placebo-Controlled Trial, Melissa D. Stockbridge, Julius Fridriksson, Souvik Sen, Leonardo Bonilha

Faculty Publications

In this forthcoming multicenter, prospective, randomized, double-blind placebo-controlled trial, we will investigate the augmentative effects of a selective serotonin reuptake inhibitor, escitalopram, on language therapy in individuals with post-stroke aphasia. We hypothesize that, when combined with language therapy, daily escitalopram will result in greater improvement than placebo in an untrained picture naming task (Philadelphia Naming Test short form) administered one week after the end of language therapy. We also will examine whether escitalopram's effect on language is independent of its effect on depression, varies with lesion location, or is associated with increased functional connectivity within the left hemisphere. Finally, we …

Impact Of Medical Blog Reading And Information Presentation On Readers' Preventative Health Intentions: Mixed Methods, Multistudy Investigation, Kimberly A. Taylor Dnp, Rn, Nea-Bc, Cnor, William F. Humphrey

Publications

Background:

Medical blogs have become valuable information sources for patients and caregivers. Most research has focused on patients’ creation of blogs as therapy. But we know less about how these blogs affect their readers and what format of information influences readers to take preventative health actions.

Objective:

This study aimed to identify how reading patient medical blogs influences readers’ perceived health risk and their intentions to engage in preventative health actions. Further, we aimed to examine the format of the medical blog and the reader’s response.

Methods:

We surveyed 99 university participants and a general-population, online panel of 167 participants. …

Acute Pediatric Chagas Disease In Antioquia, Colombia: A Geographic Location Of Suspected Oral Transmission, Lídia Gual-Gonzalez, Catalina Aango-Ferreira, Laura Camila Lopera-Restrepo, Omar Cantillo-Barraza, Daniela Velásquez Marín, Natalia Restrepo Bustamante, Omar Triana-Chavez, Melissa Nolan Ph.D., Mph

Faculty Publications

Chagas disease, Trypanosoma cruzi infection, is an insidious cause of heart failure in Latin America. Early diagnosis and treatment are critical to prevent irreversible myocardial damage that progressively accumulates over decades. Several structural barriers account for the less than 1% of cases in Colombia being treated, including poor physician knowledge, especially considering that some regions are considered non-endemic. The two cases reported here represent an emerging epidemiologic scenario associated with pediatric Chagas disease. Both cases are suspected oral transmitted parasitic infection in a geographic region of Colombia (Andean region of Antioquia) where no previous oral transmission of Chagas disease had …

A New Criterion For Fluoroquinolone-Associated Disability Diagnosis: Functional Gastrointestinal Disorders, Deanna N. Cannizzaro, Lydia F. Naughton, Maya Z. Freeman, Linda Martin, Charles L. Bennett M.D., Ph.D., Cecilia Bove

Faculty Publications

Background and Objectives: Fluoroquinolones (FQs) are a broad-spectrum class of antibiotics routinely prescribed for common bacterial infections despite recent recommendations to use them only for life-threatening cases. In addition to their antimicrobial properties, FQs act in the central nervous system as GABAA receptor inhibitors, which could potentially affect functionality of the vagus nerve at the forefront of gastrointestinal (GI) tract function. Alterations in neural control of digestion have been shown to be linked to Functional Gastrointestinal Disorders (FGIDs), which are usually diagnosed based on self-reported symptoms. The aim of this study was to assess the incidence of FGIDs following FQ …

Episode 38: The Great Biscuit Rebellion, Chris Horn, Elizabeth West

Remembering the Days

For much of the first half of the 19th century, students at South Carolina College were not pleased with the quality of food served on campus. In 1852, the wormy biscuits and rancid meat were too much to stomach, so the students issued an ultimatum — that ultimately gave them a case of indigestion.

Study Of The Reactions E+E-→Π+Π-ΠΠΠΠΠΠΠΠ And Π+Π-ΠΠΠΠΠΠΗ At Center-Of-Mass Energies From Threshold To 4.5 Gev Using Initial-State Radiation, J. P. Lees, V. Poireau, V Tisserand, E. Grauges, A. Palano, G. Eigen, D. N. Brown, Yu G. Kolomensky, M. Fritsch, H. Koch, T. Schroeder, R. Cheaib, C. Hearty, T. S. Mattison, J. A. Mckenna, R. Y. So, V. E. Blinov, A. R. Buzykaev, V. P. Druzhinin, Milind Purohit, Et. Al.

Faculty Publications

We study the processes e⁺e⁻→ π⁺π⁻π⁰π⁰π⁰π⁰γ and π⁺π⁻π⁰π⁰π⁰ηγ in which an energetic photon is radiated from the initial state. The data were collected with the BABAR detector at the SLAC National Accelerator Laboratory. About 7300 and 870 events, respectively, are selected from a data sample corresponding to an integrated luminosity of 469 fb⁻¹. The invariant mass of the hadronic final state defines the effective e⁺e⁻ center-of-mass energy. The center-of-mass …