Digital Commons Network^™

State Divorce Laws, Reproductive Care Policies, And Pregnancy-Associated Homicide Rates, 2018-2021, Kaitlin M. Boyle, Wendy Regoeczi, Chase B. Meyer

Faculty Publications

Importance: Barriers to divorce and reproductive health care can threaten the health and safety of pregnant and recently pregnant females.

Objective: To examine state laws about divorce, reproductive health care (access to contraception, family planning services, and abortion), and pregnancy-associated homicide rates in US states over a 4-year period (2018-2021).

Design, Setting, and Participants: In this cross-sectional study, bivariate tests and regressions were used to analyze crude rates of pregnancy-associated homicide from the National Violent Death Reporting System in 181 state-years for calendar years 2018 to 2021, with analyses conducted on September 8, 2024.

Exposures: Access to divorce while pregnant …

November 6, 2024 Faculty Senate Minutes, University Of South Carolina

Faculty Senate

No abstract provided.

Benchmarking Machine Learning Models To Predict Low Birthweight Baby Outcomes And Identify Associated Risk Factors From An Extremely Unbalanced Large-Scale Dataset, Yang Ren, Dezhi Wu, Yan Tong Ph.D., Ana Lopez-De Fede Ph.D., Sarah J. Gareau

Publications

Background: Low birthweight (LBW) is one of the leading causes of neonatal mortality in the United States (US), and also is a major causative factor of short- and long-term adverse health effects in newborns. To prevent adverse birth outcomes, it is critical to precisely predict and identify which mothers are at high risk of bearing LBW babies in the early stage of their pregnancy. Previous studies proposed various LBW prediction models from different ML algorithms primarily on small datasets. However, their model performance is significantly limited by data access barriers and data quality issues with one major technical challenge of …

Share Your Story; Good News From Sc Libraries, Virginia Cononie

South Carolina Libraries

Welcome to the third edition

of Share Your Story, where I am deeply grateful to present over 75 inspiring library stories from across our great state. Each story is a testament to the essential role libraries play in impacting communities and the lives of those they serve.

As you explore this collection, you'll discover a rich tapestry of experiences from school, public, and academic libraries. From community gardens to therapy dog visits, activities fostering the love of reading to donor funds well spent—these stories showcase the diverse ways libraries enrich our local communities.

These stories not only demonstrate Good News …

How To Improve Your Teen Space, Alex Bishop

South Carolina Libraries

No abstract provided.

Revitalizing The Curriculum Collection: A Collaborative Partnership Approach, Kimberly T. Foster, Eric Resnis

South Carolina Libraries

As K-12 education has increasingly focused on standardized testing, university curriculum centers have had to adjust their holding to offer more curricula-focused material. These collections can be vital for the development of pre-service teachers, who often need access to the learning materials that they will later use. This article explores the steps taken by a university library to revitalize a curriculum collection in order to offer more curriculum-based holdings for pre-service teachers to use.

Fall 2024 Issue Co-Editor Letter, Cambria Sheridan, Mckenzie M. Lemhouse

South Carolina Libraries

No abstract provided.

Sculpting Success: The Importance Of Diet And Physical Activity To Support Skeletal Muscle Health During Weight Loss With New Generation Anti-Obesity Medications, Gregory J. Grosicki, Nikhil V. Dhurandhar, Jessica L. Unick, Shawn M. Arent Ph.D., Cscs*D, Fissn, Facsm, Fnak, J. Graham Thomas, Holly Lofton, Madelyn C. Shepherd, Jessica Kiel, Christopher Coleman, Satya S. Jonnalagadda

Faculty Publications

Obesity is a public health crisis, with prevalence rates tripling over the past 60 y. Although lifestyle modifications, such as diet and physical activity, remain the first-line treatments, recent anti-obesity medications (AOMs) have been shown to achieve greater reductions in body weight and fat mass. However, AOMs also reduce fat-free mass, including skeletal muscle, which has been demonstrated to account for 20% to 50% of total weight loss. This can equate to ∼6 kg or 10% of total lean mass after 12–18 mo, a loss comparable to a decade of human aging. Despite questions surrounding the clinical relevance of weight …

Identifying Ordinal Categories For The Water Insecurity Experiences Scales, Edward A. Frongillo Jr., Hilary J. Bethancourt, Joshua D. Miller, Sera L. Young, The Household Water Insecurity Experiences Scales (Hwise)-Research Coordination Network (Rcn)

Faculty Publications

The Household Water Insecurity Experiences (HWISE) and Individual Water Insecurity Experiences (IWISE) Scales are globally suitable tools for comparably measuring water insecurity experiences among households and adults, respectively. The potential range for HWISE and IWISE scores is 0–36. When the WISE Scales were first published, scores of 12 and higher were considered indicative of water insecurity, but additional cut-points are needed to provide more nuanced insights. We therefore sought to develop a practical set of cut-points for the WISE Scales using HWISE data from 13 sites across 12 countries (n = 3,293) and nationally representative samples of IWISE data …

Visual Causal Question And Answering With Knowledge Graph Link Prediction, Utkarshani Jaimini, Cory Henson, Amit Sheth

Publications

The ability to answer causal questions is important for any system that requires robust scene under- standing. In this demonstration, we develop a prototype system that leverages our causal link prediction framework, CausalLP. CausalLP framework uses a visual causal knowledge graph and associated knowledge graph embedding for two visual causal question and answering tasks- (i) causal explanation and (ii) causal prediction. In the live demonstration sessions, the participants will be invited to test the efficiency and effectiveness of the system for visual causal question and answering.

Characterization Of Health And Safety Resources For Athletes With Sickle Cell Trait At Ncaa Institutions, Susan W. Yeargin Ph.D., Atc, Lat, Courtney M. Meyer Ph.D., Rebecca M. Hirschhorn, Abbi D. Lane, Shawn M. Arent Ph.D., Cscs*D, Fissn, Facsm, Fnak, Clint R. Haggard

Faculty Publications

Yeargin, SW, Meyer, CM, Hirschhorn, RM, Lane, AD, Arent, SM, and Haggard, CR. Characterization of health and safety resources for athletes with sickle cell trait at NCAA institutions. J Strength Cond Res 38(11): 1967-1973, 2024 - The purpose of this study was to report the prevalence of student-athletes with sickle cell trait (SCT), determine which screening practices are most commonly used, describe the health and human performance services provided to athletes, and ascertain if differences between National Collegiate Athletic Association (NCAA) designations or divisions exist. A cross-sectional survey design was used to query healthcare administrators regarding SCT resources at their …

World Delirium Wareness And Quality Survey In 2023- A Worldwide Point Prevalence Study, Heidi Lindroth, Keibun Liu, Laura Szalacha, Giuseppe Bellelli, Mark Von Den Boogaard, Gideon Caplan, Chi Ryang Chung, Muhammed Elhadi, Mohan Gurjar, Gabriel Heras-La-Calle, Magdalena Hoffman, Marie-Madlen Jeitziner, Karla Krewulak, Tanja Mailhot, Alessandro Morandi, Ricardo Kenji Nawa, Esther S. Oh, Marie Oxenboell Collet, Rebecca Von Haken, Peter Nydahl, For The Wdad Study Team

Publications

Background

Delirium, an acute brain dysfunction, is proposed to be highly prevalent in clinical care and shown to significantly increase the risk of mortality and dementia.

Objectives

To report on the global prevalence of clinically documented delirium and delirium-related clinical practices in wards caring for paediatric and adult patients in healthcare facilities.

Design

A prospective, cross-sectional, 39-question survey completed on World Delirium Awareness Day, 15 March 2023.

Participants

Clinicians or researchers with access to clinical data.

Main Outcome and Measure

The primary outcome was the prevalence of clinically documented delirium at 8:00 a.m. (4 h) and 8:00 p.m. (±4 h). …

Adverse Childhood Experiences And Hiv-Related Stigma: A Quantitative Survey Of Tanzanian Men, June 2019, Amandeep Kaur, Monique J. Brown Ph.D., Mph, Geoffrey K. Kangogo, Xiaoming Li Ph.D., Ivan E. Teri, Gaspar Mbita, Aima A. Ahonkhai, Donaldson F. Conserve

Faculty Publications

Experiencing adverse childhood experiences (ACEs) may impact personal opinions, attitudes, and judgments, which can further result in HIV-related stigma. HIV-related stigma consequentially may impact HIV preventive measures such as HIV testing, pre-exposure prophylaxis uptake, and condom use. The extent to which ACEs influence HIV-related stigma perception has not been well studied. Therefore, the study aimed to examine the association between ACEs and perceived and interpersonal HIV-related stigma among Tanzanian HIV-negative men. Quantitative survey data were obtained from the Tanzania STEP (Self-Testing Education and Promotion) project established in four wards: Mabibo, Manzese, Tandale, and Mwanyanamala. A total of 507 men responded …

Causal Neuro-Symbolic Ai For Root Cause Analysis In Smart Manufacturing, Utkarshani Jaimini, Cory Henson, Amit Sheth

Publications

Root cause analysis is the process of investigating the cause of a failure and providing measures to prevent future failures. It is an active area of research due to the complexities in manufacturing production lines and the vast amount of data that requires manual inspection. We present a combined approach of causal neuro-symbolic AI for root cause analysis to identify failures in smart manufacturing production lines. We have used data from an industry-grade rocket assembly line and a simulation package to demonstrate the effectiveness and relevance of our approach.

How Do Scholars Conceptualize And Conduct Health And Digital Health Literacy Research? Survey Of Federally Funded Scholars, Mayank Sakhuja, Brooks Yelton Ma, Lmsw, Simone Kabarana, Lauren Schaurer, Jancham Rachel Rumthao, Samuel Noblet, Michelle Angelique Arent, Mark M. Macauda Phd, Mph, Lorie Donelle Phd, Rn, Fcan, Daniela B. Friedman Ph.D.

Faculty Publications

Background: The concept of health literacy (HL) is constantly evolving, and social determinants of health (SDoH) have been receiving considerable attention in public health scholarship. Since a 1-size-fits-all approach for HL fails to account for multiple contextual factors and as a result poses challenges in improving literacy levels, there is a need to develop a deeper understanding of the current state of HL and digital health literacy (DHL) research. Objective: This study examined scholars’ conceptualization and scope of work focused on HL and DHL. Methods: Using a search string, investigators (N=2042) focusing on HL, DHL, or both were identified from …

How Do Scholars Conceptualize And Conduct Health And Digital Health Literacy Research? A Survey Of Federally Funded Scholars, Mayank Sakhuja, Brooks Yelton, Simon Kavarana, Lauren Schaurer, Jancham Rachel Rumthao, Samuel Noblet, Michelle Angelique Arent Rd, Mph, Cscs, Cissn, Mark M. Macauda Phd, Mph, Lorie Donelle Phd, Rn, Fcan, Daniela B. Friedman Ph.D.

Publications

Background: The concept of health literacy (HL) is constantly evolving, and social determinants of health (SDoH) have been receiving considerable attention in public health scholarship. Since a 1-size-fits-all approach for HL fails to account for multiple contextual factors and as a result poses challenges in improving literacy levels, there is a need to develop a deeper understanding of the current state of HL and digital health literacy (DHL) research.

Objective: This study examined scholars’ conceptualization and scope of work focused on HL and DHL.

Methods: Using a search string, investigators (N=2042) focusing on HL, DHL, or both were identified from …

The Mental Health Literacy Of Ncaa College Coaches: Knowledge, Beliefs, And Resources, Lauren Beasley, Steven Hoffman, Jackson Sears

Journal of Issues in Intercollegiate Athletics

National Collegiate Athletic Association (NCAA) college athletes in the United States (U.S.) are at risk for diminished mental health, and stigma may be a barrier to these athletes seeking professional mental health care. Coaches can create a team environment that prioritizes athlete mental health and destigmatizes help-seeking; however, this requires coaches to have appropriate mental health knowledge, operationalized as mental health literacy (MHL). Therefore, the purpose of this exploratory study was to explore three different constructs of MHL of NCAA coaches across Divisions I, II, and III. The Multicomponent Mental Health Literacy Scale (MMHLS), which measures MHL within three domains—knowledge, …

An Exploration Of Factors Impacting First-Generation College Athlete Retention At Small Colleges And Universities, Adam R. Cocco, Alan Grosbach

Journal of Issues in Intercollegiate Athletics

Retention is an increasing area of concern for higher education institutions as enrollments continue to decrease. This is especially germane for small colleges and universities given their lower enrollments and limited resources. First-generation students and college athletes are populations with enhanced susceptibility to attrition due to additional challenges and burdens placed upon them as they navigate the college environment. Therefore, there is a need to understand the factors influencing retention among those at the intersection of these student demographics. The purpose of this study is to examine the association of individual (gender, race, and academic performance) and athletic (financial aid, …

Investigating Ticket Price Determination Of Collegiate Athletics: Insights From Pricing Professionals In Non-Football Bowl Subdivision Schools, Jason D. Reese, Yang Xu

Journal of Issues in Intercollegiate Athletics

This study aims to investigate how ticket prices are set in Division I (DI) college athletics, how the individuals making pricing decisions perceive the purpose of athletics, what objectives pricing managers are trying to achieve with both revenue and non-revenue sports, and the factors that influence how the final price is set. Structured interviews were conducted with 12 athletic department external operations staff from 12 non-FBS DI institutions, representing seven different conferences. Results showed that price is determined through either a bottom-up hierarchical model or a committee-based model. Patronage-Oriented objectives were shown to dominate the pricing strategy in non-FBS programs, …

Evaluation And Lessons Learned From The Dissemination And Implementation Science Scholars Program In The National Cancer Prevention And Control Research Network, Daniela B. Friedman, Cam Escoffery, Elaine H. Morrato, Cynthia A. Thomson, Courtney N. Petagna, Freda Allyson Hucek, Mary Wangen, Aubrey Villalobos, James R. Hébert Scd, Samuel Noblet, Mayank Sakhuja, David O. Garcia, Jennifer L. Cruz, Stephanie B. Wheeler

Faculty Publications

Background:

The Centers for Disease Control and Prevention (CDC)-funded Cancer Prevention and Control Research Network (CPCRN) has been a leader in cancer-related dissemination & implementation (D&I) science. Given increased demand for D&I research, the CPCRN Scholars Program launched in 2021 to expand the number of practitioners, researchers, and trainees proficient in cancer D&I science methods. Methods:

The evaluation was informed by a logic model and data collected through electronic surveys. Through an application process (baseline survey), we assessed scholars’ competencies in D&I science domains/subdomains, collected demographic data, and asked scholars to share proposed project ideas. We distributed an exit survey …

Garnet & Black: Fall 2024, University Of South Carolina, Office Of Student Media

Garnet & Black Magazine

No abstract provided.

Exploring The Association Between Parenting Stress And A Child’S Exposure To Positive Childhood Experiences (Pces), Elizabeth Crouch Ph.D., Elizabeth Radcliff, Monique J. Brown Ph.D., Mph, Peiyin Hung Ph.D

Faculty Publications

High levels of parenting stress, defined as a caregiver or parent feeling stress or aggravation from parenting, has been previously shown to be associated with an increased likelihood of neglect, child maltreatment, and household dysfunction: adverse childhood experiences (ACEs). Despite the potential mitigation of positive childhood experiences (PCEs) on ACEs, prior studies on the increased likelihood of a child experiencing ACEs due to parenting stress have left a critical question unanswered: whether high parenting stress may decrease a child’s likelihood of experiencing PCEs. We analyzed the 2019–2020 National Survey of Children’s Health to examine whether higher levels of parenting stress …

Social Isolation And Loneliness Prevention Among Rural Older Adults Aging-In-Place: A Needs Assessment, Jodi L. Southerland, Shimin Zheng, Kayla Dodson, Erin Mauck, Juanita-Dawne R. Bacsu, Monique J. Brown Ph.D., Mph, Jeremy Holloway, Steffi M. Kim, Ayse Malatyali, Matthew Lee Smith

Faculty Publications

Introduction: The adverse effects of social isolation and loneliness (SI/L) have been documented among older adults in rural communities and contribute to poor health outcomes, premature disability and mortality, and increased burden on the healthcare system. The identification of factors contributing to SI/L among older adults can build the foundation for rural policymakers and leaders to allocate resources and develop tailored strategies more efficiently. The purpose of this article is to describe findings from a needs assessment designed to understand local factors that contribute to SI/L among rural older adults in a county in Northeast Tennessee. Findings from the needs …

The Daily Gamecock: October 2024, University Of South Carolina, Office Of Student Media

October

No abstract provided.

How Has Health Literacy And Digital Health Literacy Scholarship Evolved? A Global, Qualitative Study, Brooks Yelton Ma, Lmsw, Mayank Sakhuja, Simone Kavarana, Lauren Schaurer, Michelle Angelique Arent, Lorie Donelle Phd, Rn, Fcan, Mark M. Macauda, Samuel Noblet, Daniela B. Friedman

Publications

Health literacy (HL) is a key social determinant of health (SDoH) and is of increasing importance in public health research and intervention for improved health outcomes. Definitions of HL and digital health literacy (DHL) have evolved over time as the field has expanded conceptualization from an individual focus to the broader community and organizational levels. Careful consideration of HL and DHL for a variety of contexts and audiences is critical given increased global adoption of digital technologies and responses to emerging public health challenges. This study aimed to capture researchers' conceptualizations of HL/DHL and their motivations to engage in this …

Physical Development And Sociocultural Context Influences On Children’S Physical Activity, Alessandro Hervaldo Nicolai Ré, Maria Teresa Cattuzzo, David F. Stodden Ph.D., Guilherme Dos Santos, Albert Lucas Olinto Tertuliano, Carlos Bandeira De Mello Monteiro, Diogo Henrique Constantino Coledam, Anthony David Okely

Faculty Publications

Objective:

To examine the predictive strength of cardiorespiratory fitness (CRF), motor competence (MC), maternal educational status, and parental perception of their children’s favorite leisure activities for meeting physical activity (PA) guidelines of each gender among children aged 3–6 years.

Methods: This is a cross-sectional study with 367 preschoolers (53% girls), assessing CRF (PREFIT 20m shuttle run), MC (battery of motor skills), PA (accelerometry), maternal education and parental perception of children’s preferred leisure (questionnaires). Factorial analysis of covariance, multiple logistic regression, and chi-square tests were conducted.

Results: In both genders, CRF was associated with meeting PA guidelines (girls: odds ratio [OR] …

Adding The Third Dimension: 3d Convolutional Neural Network Diagnosis Of Temporal Lobe Epilepsy, Erik Kaestner, Reihaneh Hassanzadeh, Ezequiel Gleichgerrcht, Kyle Hasenstab, Rebecca W. Roth, Allen Chang, Theodor Rüber, Kathryn A. Davis, Patricia Dugan, Ruben Kuzniecky, Julius Fridriksson Ph.D., Alexandra Parashos, Anto I. Bagić, Daniel L. Drane, Simon S. Keller, Vince D. Calhoun, Anees Abrol, Leonardo Bonilha, Carrie R. Mcdonald

Faculty Publications

Convolutional neural networks (CNN) show great promise for translating decades of research on structural abnormalities in temporal lobe epilepsy into clinical practice. Three-dimensional CNNs typically outperform two-dimensional CNNs in medical imaging. Here we explore for the first time whether a three-dimensional CNN outperforms a two-dimensional CNN for identifying temporal lobe epilepsy-specific features on MRI. Using 1178 T1-weighted images (589 temporal lobe epilepsy, 589 healthy controls) from 12 surgical centres, we trained 3D and 2D CNNs for temporal lobe epilepsy versus healthy control classification, using feature visualization to identify important regions. The 3D CNN was compared to the 2D model and …