Digital Commons Network^™

South Carolina Administrator Workforce Profile For 2022–23, Brian Cartiff, Svetlana Dmitrieva, Angela Starrett

Reports

Each year, SC TEACHER publishes different workforce profiles, sharing details and demographics around South Carolina educators for a better understanding of our public school workforce. Among these publications, this report is the first to examine the state’s school administrator workforce.

The analysis in this report uses statewide data from 2022–23, as well as available data from published research, to compare South Carolina’s administrator workforce with the overall national administrator workforce and that of other states. This report also provides a longitudinal view of state trends by comparing data across three academic years from 2020–21 to 2022–23. State data were collected …

Equity-Informed Social Media Covid-19 Risk Communication Strategies: A Scoping Review, Nedra Peter, Lorie Donelle Phd, Rn, Fcan, Catherine George, Anita Kothari

Publications

OBJECTIVES: The COVID-19 pandemic has had devastating worldwide impact but most prominent was its effect on marginalised, underserved and equity-deserving populations. Social media arose as an important platform from which health organisations could rapidly disseminate information to equity-deserving populations about COVID-19 risks and events, provide instructions on how to mitigate those risks, motivate compliance with health directives, address false information, provide the opportunity for engagement and immediate feedback. The objective of this scoping review was to synthesise the academic and grey literature on equity-informed social media risk communication strategies developed during the pandemic. DESIGN: The review followed the Arksey and …

Patient-Reported Outcomes From The Phase Iii Himalaya Study Of Tremelimumab Plus Durvalumab In Unresectable Hepatocellular Carcinoma, Bruno Sangro, Peter R. Galle, Robin Kate Kelley, Chaiyut Charoentum, Enrico N. De Toni, Yurii Ostapenko, Jeong Heo, Ann-Lii Cheng, Andrea Wilson Woods, Charu Gupta, Jayne Abraham, Carrie L. Mccoy Phd, Rn, Anp-Bc, Nikunj Patel, Alejandra Negro, Arndt Vogel, Ghassan K. Abou-Alfa

Publications

PURPOSE:

In the phase III HIMALAYA study (ClinicalTrials.gov identifier: NCT03298451) in unresectable hepatocellular carcinoma (uHCC), the Single Tremelimumab Regular Interval Durvalumab (STRIDE) regimen significantly improved overall survival versus sorafenib, and durvalumab monotherapy was noninferior to sorafenib. Patient-reported outcomes (PROs), a secondary outcome from HIMALAYA, are reported here.

METHODS:

Participants were randomly assigned to receive STRIDE, durvalumab, or sorafenib. PROs were assessed (preplanned secondary outcome) using the European Organization for Research and Treatment of Cancer 30-item Quality of Life Questionnaire and the 18-item HCC module. Time to deterioration (TTD), change from baseline and improvement rate in global health status/quality of life …

Healthcare Assistance Challenges-Driven Neurosymbolic Ai, Kaushik Roy

Publications

Although Artificial Intelligence technology has proven effective in providing healthcare assistance by analyzing health data, it still falls short in supporting decision-making. This deficiency largely stems from the predominance of opaque neural networks, particularly in mental health care AI applications, which raise concerns about their unpredictable and unverifiable nature. This skepticism hinders the transition from information support to decision support. This presentation will explore neurosymbolic approaches that combine neural networks with symbolic control and verification mechanisms. These approaches aim to unlock AI’s full potential by enhancing information analysis and decision-making support for healthcare assistance.

Study Protocol: A Mixed-Methods Study Of The Implementation Of Doula Care To Address Racial Health Equity In Six State Medicaid Programs, Marian Jarlenski, Susan Kennedy, Annaliese Johnson, Caroline Hale, Zoe D'Angelo, Aza Nedhari, Gerria Coffee, Molly Chappell-Mcphail, Kiddada Green, Dara D. Méndez, Leigh G. Goetschius, Sarah Gareau, Kristin Ashford, Andrew J. Barnes, Katherine A. Ahrens, Kara Zivin, Elizabeth Mosley, Lu Tang, Writing Committee For Medicaid Outcomes Distributed Research Network

Publications

Background

Racial inequities in severe maternal morbidity (SMM) and mortality constitute a public health crisis in the United States. Doula care, defined as care from birth workers who provide culturally appropriate, non-clinical support during pregnancy and postpartum, has been proposed as an intervention to help disrupt obstetric racism as a driver of adverse pregnancy outcomes in Black and other birthing persons of colour. Many state Medicaid programs are implementing doula programs to address the continued increase in SMM and mortality. Medicaid programs are poised to play a major role in addressing the needs of these populations with the goal of …

El Centro Newsletter (Aug 2024), Bryan Ramirez, Araceli Hernández-Laroche Ph.D.

Newsletters & Reports

Welcome to the second edition of El Centro’s monthly newsletter! Thank you for coming back to read our alumni, faculty, and student spotlights, recruitment updates, El Centro Scholarship story, and news. Please share your suggestions for our September newsletter. Know someone who is joining USC Upstate? Introduce them to El Centro!

Table of contents:

• A day trip to La Vila-Joiosa, Spain, page 1
• Faculty Spotlight, Dr. Refika Turgut (education), page 2
• Student Spotlight, Mariana Bakhoum (biology) pictured with Ms. Whittany Evans, page 2
• Avanzando recruits 6^th cohort, page 3
• Alumni Spotlight: Itzel Tello Lennon (communications studies), page 3
• New …

University Of South Carolina Libraries Collection Development Policy, University Of South Carolina Libraries

University Libraries Policies and Reports

University Libraries supports the mission and vision of the University of South Carolina by building and managing general collections that support student success and research excellence. In developing its general collections, University Libraries strives to respond to current and anticipated teaching and research needs, to provide the broadest possible access to library resources, and to responsibly steward materials of enduring academic value.

Automatic Uncovering Of Patient Primary Concerns In Portal Messages Using A Fusion Framework Of Pretrained Language Models, Yang Ren, Yuqi Wu, Jungwei W. Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang

Publications

Objectives: The surge in patient portal messages (PPMs) with increasing needs and workloads for efficient PPM triage in healthcare settings has spurred the exploration of AI-driven solutions to streamline the healthcare workflow processes, ensuring timely responses to patients to satisfy their healthcare needs. However, there has been less focus on isolating and understanding patient primary concerns in PPMs-a practice which holds the potential to yield more nuanced insights and enhances the quality of healthcare delivery and patient-centered care. Materials and Methods: We propose a fusion framework to leverage pretrained language models (LMs) with different language advantages via a Convolution Neural …

Barriers And Facilitators To 24-Month Maintenance Of The Faith, Activity, And Nutrition Program In The U.S., Kelsey R. Day, John A. Bernhart Ph.D., Rd, Sara Wilcox Phd

Faculty Publications

Little is known about the barriers and facilitators to organizational maintenance of faith-based health promotion programs. This study used qualitative data (collected from 2016–2019) from pastors (n = 81) and program coordinators (n = 103) to identify barriers and facilitators to 24-month maintenance of a faith-based physical activity (PA) and healthy eating (HE) intervention in South Carolina. Barriers differed for PA versus HE: resistance to change impeded HE while church characteristics tended to impede PA. Similar themes emerged for PA and HE facilitators: healthy opportunities, church communication, and consistency. Future research should build upon this study to tailor faith-based health …

Interpregnancy Interval And Adverse Perinatal Outcomes: A Within-Individual Comparative Method, Maria Sevoyan, Marco Geraci, Edward A. Frongillo, Jihong Liu, Nansi S. Boghossian

Faculty Publications

Background and Aim: Previously observed associations between interpregnancy interval (IPI) and perinatal outcomes using a between-individual method may be confounded by unmeasured maternal factors. This study aims to examine the association between IPI and adverse perinatal outcomes using within-individual comparative analyses. Methods: We studied 10,647 individuals from the National Institute of Child Health and Human Development Consecutive Pregnancies Study in Utah with ≥3 liveborn singleton pregnancies. We matched two IPIs per individual and used conditional logistic regression to examine the association between IPI and adverse perinatal outcomes, including preterm birth (PTB, < 37 weeks’ gestation), small-for-gestational-age (SGA, < 10th percentile of sex-specific birthweight for gestational age), low birthweight (LBW, < 2,500 g), and neonatal intensive care unit (NICU) admission. Point and 95% confidence interval (CI) estimates were adjusted for factors that vary across pregnancies within individuals. Results: CIs did not unequivocally support either an increase or a decrease in the odds of PTB (adjusted odds ratio [aOR]: 1.31, 95% CI: 0.87, 1.96), SGA (aOR: 0.81, 95% CI: 0.51, 1.28), LBW (aOR: 1.59, 95% CI: 0.90, 2.80), or NICU admission (aOR: 0.96, 95% CI: 0.66, 1.40) for an IPI < 6 months compared to 18–23-months IPI (reference), and neither did the CIs for the aOR of IPIs of 6–11 and 12–18 months compared to the reference. In contrast, an IPI ≥24 months was associated with increased odds of LBW (aOR: 1.66, 95% CI: 1.03, 2.66 for 24–29 months; aOR: 2.27, 95% CI: 1.21, 4.29 for 30–35 months; and aOR: 2.09, 95% CI: 1.17, 3.72 for ≥36 months). Conclusions: Using a within-individual comparative method, we did not find evidence that a short IPI compared to the recommended IPI of 18–23 months was associated with increased odds of PTB, SGA, LBW, and NICU admission. IPI ≥ 24 months was associated with increased odds of delivering an LBW infant.

Development And Validity Of The 'Modified Mediterranean Prime Screen' To Assess Dietary Intake Among Women Of Reproductive Age In Lebanon, Mariam Assaad, Sara Ajjour, Maya Rahme, Laila Al-Shaar, May Sakr, Hala Ghattas Ph.D., Ghada El-Hajj Fuleihan, Jana Jabbour

Faculty Publications

The Mediterranean Region registers an increasing prevalence of obesity. The region lacks a diet screener to assess obesogenic nutrients. This study aimed to evaluate the reproducibility and validity of the Modified Mediterranean Prime Screen (MMPS) in estimating obesogenic nutrients' intake among women of reproductive age, as compared with a culturally validated Food Frequency Questionnaire (FFQ), in Lebanon. We developed the MMPS consisting of thirty-two food/beverage items specific to the Lebanese Mediterranean culture. The MMPS and FFQ were administered in two visits (2 weeks-6 months apart), face to face and via telephone during the coronavirus disease 2019 pandemic. The reproducibility and …

“We Rely On Each Other”: A Qualitative Exploration Of Rural Eastern Region Native American Experiences During The Covid-19 Pandemic, Robin M. Dawson Phd, Rn, Cpnp-Pc, Hunter M. Boehme, Stephen Criswell Ph.D., Julia Dunham-Thornton, Melissa S. Nolan Ph.D., Mph

Publications

Background: Native American communities suffered disproportionately negative effects during the COVID-19 pandemic, yet no research has explored the experiences of rural Eastern Region Native Americans. Methods: Informed by the Native Reliance Model and Indigenous Standpoint Theory, we conducted a qualitative descriptive project in the Spring and Summer of 2022; data included semi-structured interviews and focus groups with 24 individuals representing five South Carolina tribal groups. Findings: Thematic analysis yielded four emergent themes: 1) “Let's just finish the Indians off”: Pandemic distrust rooted in historical and contemporary Native American experiences; 2) “We have been misled”: Making sense of conflicting public health …

Toward Concurrent Identification Of Human Activities With A Single Unifying Neural Network Classification: First Step, Andrew Smith, Musa Azeem, Chrisogonas O. Odhiambo, Pamela J. Wright Phd, Ms, Med, Rn, Cen, Hanim E. Diktas, Spencer Upton, Corby K. Martin, Brett Froeliger, Cynthia F. Corbett, Homayoun Valafar

Publications

The characterization of human behavior in real-world contexts is critical for developing a comprehensive model of human health. Recent technological advancements have enabled wearables and sensors to passively and unobtrusively record and presumably quantify human behavior. Better understanding human activities in unobtrusive and passive ways is an indispensable tool in understanding the relationship between behavioral determinants of health and diseases. Adult individuals (N = 60) emulated the behaviors of smoking, exercising, eating, and medication (pill) taking in a laboratory setting while equipped with smartwatches that captured accelerometer data. The collected data underwent expert annotation and was used to train a …

Development Of A Simple And Accurate Polymerase Chain Reaction Screen For Human Papillomavirus In College Students, Emily Bishop, Owen Smith, Paul E. Richardson

Journal of the South Carolina Academy of Science

Human Papillomavirus (HPV) is, according to the CDC, the most common sexually transmitted infection (STI) with many infections developing in a person's late teens or early 20’s. HPV is a nonenveloped, relatively small, icosahedral DNA virus that infects squamous epithelial cells. This infection can happen in genital, anal, and oral cavities. 90% of these infections will self-clear in two years according to the CDC. Of the 10% of infections that do not clear in two years, they could develop into carcinomas later in life. The goal of this developmental research is to create a polymerase chain reaction (PCR) that can …

Childhood Sexual Abuse And Compulsive Sexual Behavior Among Men Who Have Sex With Men Newly Diagnosed With Hiv, Monique J. Brown, Medinat Omobola Osinubi, Daniel Amoatika, Mohammad Rifat Haider, Sally Kirklewski, Patrick Wilson, Nathan B. Hansen

Faculty Publications

Childhood sexual abuse (CSA) continues to be a public health challenge. The prevalence of experiencing CSA is higher among men who have sex with men (MSM) than the general population. CSA has been linked to compulsive sexual behavior (CSB) among varying populations but has not been examined among MSM who were newly diagnosed with HIV. Therefore, the aims of this study were to assess the direct association between CSA and CSB among newly diagnosed MSM living with HIV, and to identify the potential mediating roles of depressive symptoms and emotion regulation in the association between CSA and CSB. The study …

Black And Latiné Parents' Perspectives On Supporting Their Children's Emotional And Physical Health, Daniel K. Cooper, Jayxa K. Alonzo, Tracey Goldson, Isabel R. Jordan, Fatima Jatoi, Isabella Mallozzi, Francesca Lupini

Faculty Publications

Informed by integrative models of cultural resilience, the purpose of this study was to (a) explore how parents are promoting their children's emotional and physical health, with a focus on race and ethnic-racial socialization strategies, and (b) identify the barriers and challenges parents are experiencing in supporting their children's health. Ethnically racially matched qualitative interviews were conducted with 33 parents (82% women, 64% Black, 36% Latiné). Results of thematic analysis revealed three overarching themes: (a) Strategies for Promoting Children's Physical and Emotional Health, (b) Challenges Promoting Children's Physical and Emotional Health, and (c) Impact of Racism on Parenting and Children's …

The Youth Tax In Parole Hearings, David M. N. Garavito, Amelia Hritz, John H. Blume

South Carolina Law Review

No abstract provided.

The Children Are Our Future (Not Our Future Criminals): Protecting South Carolina's Youngest Citizens By Setting A Minimum Age Of Juvenile Court Jurisdiction, Peggy D. Nicholson

South Carolina Law Review

No abstract provided.

Rethinking Youth Release: An Analysis Of The South Carolina Board Of Juvenile Parole In The Context Of The Evolving Landscape Of Reforms Of Juvenile Release Authorities, Aleksandra Chauhan

South Carolina Law Review

No abstract provided.

Machine Learning Approaches To The Exploration Of Ammonia Synthesis Catalysts Utilizing Experimental Data, Rasika Jayarathna

Theses and Dissertations

Traditional heterogeneous catalyst discovery process relies upon human expert-guided experiments based on domain knowledge and human intuition supported by catalyst characterization. However, this process is time and resource-consuming and suffers from human bias. Machine learning (ML) models trained on experimental data have the potential to significantly accelerate this discovery process by guiding experiments to optimize the catalyst performance and increase the understanding of the catalysts. Ammonia synthesis catalysts are a class of catalysts widely investigated in the literature, which has generated decades of experimental data. Moreover, ammonia has been gaining attention since it can be used as a carbon-free next-generation …

Evaluation Of A Team-Based Model Of Nursing Care In The Acute Care Setting, Vanetta W. White

Doctor of Nursing Practice Scholarly Projects

Problem: The current nursing shortage is much different than the ones we have experienced in previous years. It is predicted that it will have long-lasting effects. With this shortage of nurses, especially in the acute care setting, alternative methods to deliver patient care beyond the current use of primary care models need to be explored. These alternative models of care which include team-based nursing must maintain quality and safety for patients cared for.

Purpose: This project will evaluate the outcomes of returning to a team-based nursing model of care on a medical-surgical unit while continuing to provide safe, quality care …

Measurement-Based Mental Health In Adolescents, Ayzia Lynn Taylor

Doctor of Nursing Practice Scholarly Projects

Problem Statement: Adolescent mental health is a growing concern. Children and adolescents are commonly diagnosed with Attention Deficit Hyperactive Disorder (ADHD), anxiety, and depression. Some youth may also experience co-occurring symptoms that their primary healthcare provider must distinguish to appropriately diagnose and treat.

Purpose: The project aimed to implement measurement-based care for adolescents between the ages of 12 to 18 in a pediatric outpatient facility that is not currently utilizing post-assessment screening tools. The project seeks justification for treatment options utilizing pre-assessment screening tools and therapeutic relief with medication intervention determined by post-assessment screening results.

Methods: Adolescents between the ages …

Implementation Of Shared Decision Making To Impact Decisional Conflict In Advancing Chronic Kidney Disease, Margaret Mcannar Sorkin

Doctor of Nursing Practice Scholarly Projects

Problem Statement: A notable phenomenon in nephrology is indecision regarding treatment for End Stage Renal Disease (ESRD). Indecision regarding treatment for ESRD can lead to suboptimal dialysis starts, creating poorer health outcomes, decreased quality of life, and higher healthcare costs. Purpose: This project aimed to determine if participation in a shared decision-making (SDM) program decreases decisional conflict in patients with advancing renal disease deciding between ESRD treatment options. Methods: A pretest-posttest design was used. Participants were recruited from a private nephrology practice. Inclusion Criteria: English-speaking patients, over the age of 20, with Chronic Kidney Disease Stages 4 or 5 (estimated …

Implementing The 5a’S Of Obesity Management In Primary Care, Holly H. Rowell

Doctor of Nursing Practice Scholarly Projects

Problem Statement: The prevalence of obesity continues to increase globally, with greater prevalence in the southern United States, resulting in higher costs to the healthcare system and greater risks for the development of other chronic diseases. Purpose: Determine if implementing the 5A’s of Obesity Management among primary care providers in a rural, low-income healthcare setting will increase the diagnosis of obesity and result in a subsequent decrease in weight among patients who are obese. Methods: An educational session was held to familiarize providers with the 5A’s of Obesity Management and the importance of obtaining and documenting proper height …

Human Papillomavirus Vaccination Rates Among Adolescents In South Carolina, Rebecca Jane Morrison

Doctor of Nursing Practice Scholarly Projects

Problem Statement: Among adolescents 11-17 years of age in South Carolina, low rates of human papillomavirus (HPV) vaccination can negatively impact health outcomes through increased risk of acquiring HPV-associated cancers.

Purpose: To determine if the 4 Pillars™ Immunization Toolkit increased HPV vaccination rates among adolescent patients.

Methods: The 4 Pillars™ Immunization Toolkit was the framework for this bundled intervention. Pillar 1, convenience and easy access, included after-school HPV express clinics. Pillar 2, communication, utilized staff motivational interviewing skills, campaign promotion materials, documentation of declination, and second-dose callback appointments. Pillar 3, enhanced vaccination systems, was designed to use …

Impact Of The Blaylock Risk Assessment Screening Score On Inpatient Length Of Stay On Inpatient Psychiatric Units Within An Acute Care Hospital, Princess P. Minter

Doctor of Nursing Practice Scholarly Projects

Problem Statement: Insufficient discharge planning at the time of patient admission can result in increased hospitalization length of stay and poor clinical outcomes, including a rapid deterioration of stabilized patients’ mental status while unnecessarily waiting for discharge arrangements to be put in place at the time of discharge. Purpose: To determine if completing the Blaylock Risk Assessment Screening Score (BRASS) index tool to identify barriers to discharge at the time of patient admission impacts the length of stay for patients admitted to general psychiatric inpatient units. Methods: Patient admission and discharge data collected using the BRASS index within 48 hours …

Assessing Readiness To Quit As An Intervention For Tobacco Cessation In Oncology Patients, Victoria Gabriela Maddox

Doctor of Nursing Practice Scholarly Projects

Problem Statement: Smoking and tobacco use is the leading cause of preventable death in the United States. Twenty percent of all cancer diagnoses are directly linked to smoking, and tobacco-related diseases and cancers contribute to one in every five deaths annually in the United States. Less than one in ten smokers are successful at quitting. Smokers attempting to quit are more successful in cessation programs after evaluation of self-efficacy, such as the readiness to quit.

Purpose: This evidence-based practice project aimed to evaluate the impact of motivational interviewing with the 5A’s model on smoking cessation efforts in patients at an …

Use Of An Audit And Feedback Tool And Sglt-2 Inhibitors To Delay Progression Of Chronic Kidney Disease, Megan Elaine Lanpher

Doctor of Nursing Practice Scholarly Projects

Problem Statement: Adults with Type 2 diabetes mellitus and chronic kidney disease experience a higher risk for progression to end-stage kidney disease, which negatively impacts health, increases medical costs, and decreases quality of life. Purpose: Determine if an audit and feedback intervention in a local nephrology clinic can increase provider adherence to a clinical practice guideline that supports the prescription of sodium glucose cotransporter-2 (SGLT-2) inhibitors. Methods: A pretest-posttest design was used to determine if an audit and feedback tool delivered to providers at three-week intervals would increase prescription of SGLT-2 inhibitors in adults with Type 2 diabetes and chronic …

Appropriate Policies For Patients Utilizing Insulin Pumps With Continuous Glucose Monitoring During Hospital Admission, Mary Elizabeth Holiday

Doctor of Nursing Practice Scholarly Projects

Problem Statement: A growing number of patients with diabetes are using advanced diabetes management technology with an integrated insulin pump and continuous glucose monitor (CGM); however, multiple concerns surround their use during hospitalization, ranging from patient safety risks to nursing comfort in overseeing these devices.

Purpose: This project aimed to determine if an accurate, reformed inpatient policy supporting specific automated insulin pump use during admission maintained patient glucose control, improved patient satisfaction, and increased nursing comfort levels.

Methods: Pre- and post-policy nursing knowledge surveys, retrospective admission glucose metrics, and patient experience narratives were evaluated.

Inclusion Criteria: Patients and nurses were …

Using Visual Thinking Strategies To Increase Empathy Levels In Inpatient Psychiatric Nurses: A Quality Improvement Project, Katharine E. Harding

Doctor of Nursing Practice Scholarly Projects

Problem Statement: Research indicates that empathy is declining in today’s behavioral health nursing workforce. Purpose: The aim of this quality improvement project was to apply an evidence-based Visual Thinking Strategies intervention to the clinical problem and increase empathy levels from pre-survey measurement among psychiatric nurses. Method: VTS methodology was employed through in-person interviews where participants viewed art-based images pertaining to mental health. Feedback from semi-structured questions was shared among participants. Pre and post-test interventional quantitative data via The Jefferson Scale of Empathy-Health Provider version (JSE-HP) and The Interpersonal Reactivity Index (IRI) instruments were collected. Inclusion Criteria: Participants were voluntarily recruited …