Digital Commons Network^™

The Correlation Between Bilingual Children’S Self-Reported Language Proficiency And Their Scores On Dual-Language Standardized Assessments, Andrea Elise Vargas

Theses and Dissertations

This study aimed to evaluate the relation between bilingual Spanish-English speaking children’s self-reported language proficiencies and bilingual experiences and their scores on norm-referenced standardized dual-language assessments. Additionally, the relation between bilingual children’s self-reported language proficiencies and bilingual experiences and parent reports of children’s Spanish and English input and output was examined. The Houston Questionnaire, a novel tool designed to provide insight into bilingual children’s self-perceptions of language proficiencies and experiences, was administered to gather such information for this study. A sample of bilingual children local to Columbia, South Carolina completed a battery of dual-language standardized assessments in kindergarten, and then …

Academic Impacts Of Intergenerational Trauma: Assessing The Relationship Between Ace Scores Of Parents And The Language And Literacy Development Of Their Elementary-Aged Children, Paige Lee Banaszak

Theses and Dissertations

This paper contributes to the current literature by investigating factors that may contribute to language and literacy difficulty among children, to support the future development of effective intervention techniques. The data analyzed in this paper was collected from children and families participating in Reach Every Reader, a research study currently being conducted to improve literacy outcomes in the U.S. by developing a computer-adaptive screening assessment tool to identify children at risk for language and literacy difficulties early in their educational development. Children enrolled in kindergarten through third grade completed tasks that target language and literacy skills, and their parent(s) completed …

Predicting Material Structures And Properties Using Deep Learning And Machine Learning Algorithms, Yuqi Song

Theses and Dissertations

Discovering new materials and understanding their crystal structures and chemical properties are critical tasks in the material sciences. Although computational methodologies such as Density Functional Theory (DFT), provide a convenient means for calculating certain properties of materials or predicting crystal structures when combined with search algorithms, DFT is computationally too demanding for structure prediction and property calculation for most material families, especially for those materials with a large number of atoms. This dissertation aims to address this limitation by developing novel deep learning and machine learning algorithms for effective prediction of material crystal structures and properties. Our data-driven machine learning …

Capturing Visuals In Hospitality: A Multi-Dimensional Exploration Of Photographs In Interdisciplinary Research, Ningqiao Li

Theses and Dissertations

The widespread practice of photo-taking and sharing behavior fosters research on photographs to probe into consumer behavior and business strategies. Consequently, the critical role of photographic research has been acknowledged in the fields of marketing as well as tourism and hospitality. To delve deeper into understanding photographs, this dissertation carried out three independent but interconnected studies to examine photographs from both macro and micro perspectives.

The first study systematically reviews photographic research across sociology, marketing, computer science, and tourism and hospitality. It explores key topics, methodologies, and theories, and compares the merits and drawbacks of various research methods employed in …

Reading Strategies: Impact On Fifth Grade African American Males’ Reading Comprehension And Motivation To Read, Patrice Antoinette Barrett

Theses and Dissertations

The purpose of this action research was to implement four close reading strategies (Aha moment, Hmm moment, B.U.R.N. strategy, and R.A.P.) and evaluate its impact on fifth grade African American male students’ reading comprehension skills and their experiences with reading at Wisteria Lane Elementary. This intervention study focused on two research questions: how does the implementation of close reading strategies impact the reading comprehension skills of fifth grade male students, and in what ways does the implementation of close reading strategies influence fifth grade male students’ motivation to read in other classes? Nationally, African American boys suffer with weak reading …

Instructional Coaching: A Support For Increasing Engagement In Middle School Mathematics, Christi Ritchie Edwards

Theses and Dissertations

This observational case study employed a qualitative design to investigate the impact of student-centered instructional coaching and self-determined professional development on student engagement in middle school mathematics. Research demonstrates that engaging students in the learning process increases their attention and motivates them to engage in higher-level critical thinking. Teachers who adopt a student-centered approach to instruction increase opportunities for student engagement. Instructional coaches are used as a professional development tool to support teachers with student-centered instructional practices to engage students in their learning. This four-week study involved two sixth-grade mathematics teachers conducting Number Talks in one of their classes of …

Phoneme Stability In Speech Production Of Cognate And Non-Cognate Nouns In A Bilingual With Aphasia, Katherine Vlach

Theses and Dissertations

With the growing bilingual population in the world comes a greater incidence of bilingual aphasia, a communication disorder characterized by expressive or receptive language impairment in one or both of a bilingual speaker’s languages. The cognate facilitation effect, which has greatly been explored in healthy bilingual studies, has shown that cognates are named faster and more accurately than non-cognates; as the cognate facilitation effect is also retained in bilingual speakers with aphasia, it is thought that cognates could potentially be used as a treatment tool to facilitate lexical access, particularly when a bilingual speaker with aphasia presents with one of …

Digital Health Design For Improving Treatment Decisions, Akanksha Singh

Theses and Dissertations

In the age of artificial intelligence and large datasets, information retrieval by querying large databases is an impossible task for the common user due to the information overload. Recommender Systems (RS) for commercial applications like YouTube, Amazon and Netflix were designed to support users by finding items of interest based on their user profiles and various filtering techniques. Health Recommender Systems (HRS) is a category of RSs that provides immense opportunities for application across several healthcare domains and contexts including treatment decision support. Unlike RS applications that focus on analyzing consumer choices, a key differentiator for HRS applications is the …

Leveraging Church Environments To Promote Rural Physical Activity And Healthy Eating, Kelsey Rothera Day

Theses and Dissertations

Rural residents experience a greater burden of chronic disease related to physical inactivity and poor diet than their urban counterparts. A promising strategy to improve these health behaviors in rural areas is to leverage existing structures that may support physical activity and healthy eating, such as churches, in public health interventions. Three studies were conducted as part of this dissertation. They were designed to: 1) examine whether the walkability and healthy food density of neighborhoods surrounding rural and urban churches are associated with race, socioeconomic status, and rural/urban status; 2) examine rural church leaders’ views on the role of faith-based …

Tip Of The Iceberg In Changing School Culture: Acknowledging And Addressing Microaggressions, Nicole Lauren Becker

Theses and Dissertations

Providing a culturally responsive learning environment that allows students and faculty to feel safe and welcomed is essential. This action research study examined the harmful impact of microaggressions in the school and how providing targeted and comprehensive professional development sessions helped faculty members be able to acknowledge and address microaggressions. The research study was conducted in a large elementary school in the northeast United States that serves approximately 800 students. The researcher worked with the school administration team to identify microaggressions as a problem of practice. The focus group interviews, and six-week professional development series aided in the participants’ journey …

Liquid Cooling System For A High Power, Medium Frequency, And Medium Voltage Isolated Power Converter, Hooman Taghavi

Theses and Dissertations

Controlling and transforming electrical power from one form into another is the Primary function of the power electronics systems that are employed today. These systems have a wide variety of applications and are utilized in things like industrial automation, electric cars, consumer electronics, and renewable energy systems, among other things. The functioning of power electronics systems results in the production of a substantial quantity of heat, despite the fact that these systems are very dependable and efficient. This heat must be dispersed to preserve system performance and avoid component damage. By ensuring that the working temperature of the components stays …

Exploring The Agenda-Setting Dynamics Between Traditional Newspapers And Twitter During Mass Shooting Event, Yujin Heo

Theses and Dissertations

The purpose of this dissertation is to explore the intermedia agenda-setting interplay between traditional news media and Twitter in the wake of mass shooting incidents. Applying Latent Dirichlet Allocation (LDA) topic modeling to data sourced from Twitter, national, and local news, the study investigated the distinct coverage patterns and the extent of their reciprocal influence over time. The findings of this study demonstrated that, in the immediate aftermath of a shooting incident, national news outlets exerted a significant agenda-setting influence on both local media and Twitter discourse. However, as time unfolds, a mutually influential dynamic emerged across all media platforms. …

Gpu-Enabled Genetic Algorithm Optimization And Path Planning Of Robotic Arm For Minimizing Energy Consumption, Yichuan Cao

Theses and Dissertations

The robotic arm represents a complicated mechanical system and advanced engineering principles in robotics, enabling precise and efficient manipulation and interaction with objects in a variety of applications, such as manufacturing, healthcare, space exploration, and other industries. In most cases, energy consumption of robotic tools has been given little consideration due to their perceived insignificance compared to the benefits they offer. However, the increasing capacity demands of factories and the expanding use of robotic arms necessitate careful evaluation and reduction of energy consumption. In this regard, given a task configuration, adjusting the arm's movement path emerges as one of the …

Implementation Of A 3d Laser Profiler System Into A Non-Contacting Method For Rnt & Stress Measurements, Caio Neto Penna

Theses and Dissertations

Continuous welded rail (CWR) is susceptible to the development of internal forces in the rail due to thermal effects that can lead to track buckling. Railroads typically deal with the internal stresses in the rail through the inspection of the rail neutral temperature (RNT) which is the temperature at which the internal force is zero. The existing methods in the industry to measure RNT are contacting, destructive, disruptive to railroad operations, and ineffective. The proposed concept is a promising non-contacting, non-disruptive and reference-free technique to measure RNT and the stress state in the rail. The method is based on the …

2023 South Carolina Teacher Working Conditions Survey, Angela Starrett, Steve Barth, Ruiqin Gao, Christine Distefano, Jin Liu, Jungsun Go

Reports

The South Carolina Teacher Working Conditions Survey (SCTWCS) was mandated by Act 185 of the 20222023 South Carolina state appropriations to offer better insights into teachers’ workplace satisfaction and working conditions. SC TEACHER designed the SCTWCS to include 11 areas of working conditions (seven resources and four demands) with job satisfaction and intentions to stay in the classroom as outcomes; three areas of mentor support for new teachers (support for teaching, support outside of teaching, and proximity) are included. SCTWCS results provide a clearer understanding of the working conditions for classroom teachers across the state. Findings can be leveraged to …

The Determinants Of Sustained Adherence To Covid-19 Preventive Measures Among Older Syrian Refugees In Lebanon, Nisreen Salti, Stephen J. Mccall, Berthe Abi Zeid, Noura El Salibi, Marwan Alawieh, Zeinab Ramadan, Hala Ghattas Ph.D, Sawsan Abdulrahim

Faculty Publications

Introduction Lebanon has battled the COVID-19 pandemic in the midst of an economic crisis. The evolution of the pandemic and a fragile health system have meant that public health policy has had to rely heavily on non-pharmaceutical interventions for disease control. However, changes in disease dynamics, an unraveling economy, and pandemic fatigue have meant that disease control policies need to be updated. Methods Using recent and timely data on older (50 years and above) Syrian refugees in Lebanon, this paper uses multivariate linear probability models to explore the determinants of adherence to two non-pharmaceutical COVID-19 prevention measures (wearing a mask …

In The Ceo We Trust: Negative Effects Of Trust Between The Board And The Ceo, Kee-Hong Bae, Sadok El Ghoul, Zhaoran (Jason) Gong, Omrane Guedhami

Faculty Publications

In this study, we investigate whether and how trust between board members and the CEO (board–CEO trust) affects the performance of mergers and acquisitions. Contrary to conventional wisdom, we find that firms with higher levels of board–CEO trust exhibit poor M&A performance. High trust is associated with low acquisition announcement returns, long-term stock return performance, and post-deal operating performance. This negative effect of board–CEO trust is more pronounced among acquiring companies prone to agency problems. Our results suggest that, in the institutional setting of corporate boards, high trust can be too much of a good thing.

June 7, 2023 Faculty Senate Minutes, University Of South Carolina

Faculty Senate

No abstract provided.

Model-Driven Analysis Of Ecg Using Reinforcement Learning, Christian O'Reilly, Sai Durga Rithvik Oruganti, Deepa Tilwani, Jessica Bradshaw

Publications

Modeling is essential to better understand the generative mechanisms responsible for experimental observations gathered from complex systems. In this work, we are using such an approach to analyze the electrocardiogram (ECG). We present a systematic framework to decompose ECG signals into sums of overlapping lognormal components. We use reinforcement learning to train a deep neural network to estimate the modeling parameters from an ECG recorded in babies from 1 to 24 months of age. We demonstrate this model-driven approach by showing how the extracted parameters vary with age. From the 751,510 PQRST complexes modeled, 82.7% provided a signal-to-noise ratio that …

Inequalities In Wellbeing In Lebanese Children And Different Refugee Subpopulations: A Multidimensional Child Deprivation Analysis, Zeina Jamaluddine, Gloria Safadi, Alexandra Irani, Nisreen Salti, Jad Chaaban, Sawsan Abdulrahim, Alban Thomas, Hala Ghattas Ph.D.

Faculty Publications

Background and Objectives:

This study constitutes the first attempt to describe the overlapping deprivations faced by Lebanese children (Lebanese) and that of the three sub-populations of refugees living in Lebanon: Palestinian refugees living in Lebanon, Palestinian refugees from Syria and Syrian refugees.

Methods:

Using data from the United Nations International Children's Emergency Fund (UNICEF) Household Survey 2016 (n = 10,555 Lebanese; 7,106 Palestinian refugees living in Lebanon; 2,768 Palestinian refugees from Syria and 5,891 Syrian refugee children aged 2 to 17 years old), we report on single and overlapping deprivations (at least two concurrent deprivations) using indicators related to survival …

A Most Surprising Fern: Serendipity And Browsing In Botanical Search, Douglas Tuers

Journal of the South Carolina Academy of Science

This article is a case study of botanical field work in the eastern United States in the early twentieth century. These cases will be analyzed as instances of browsing and serendipity. Browsing and serendipity have a rich literature in information science and this article will draw on this literature in order to better understand serendipity in botany. This article will show how botanical localities support browsing and serendipity for the botanists who search them. This article will also show how botanical institutions and botanists interface with localities in order to further support browsing and serendipity. As a whole this article …

Protocol For Developing A Personalised Prediction Model For Viral Suppression Among Under-Represented Populations In The Context Of The Covid-19 Pandemic, Jiajia Zhang Ph.D., Xueying Yang Ph.D., Sharon Weissman, Xiaoming Li Ph.D., Bankole Olatosi Ph.D.

Faculty Publications

Introduction Sustained viral suppression, an indicator of long-term treatment success and mortality reduction, is one of four strategic areas of the 'Ending the HIV Epidemic' federal campaign launched in 2019. Under-represented populations, like racial or ethnic minority populations, sexual and gender minority groups, and socioeconomically disadvantaged populations, are disproportionately affected by HIV and experience a more striking virological failure. The COVID-19 pandemic might magnify the risk of incomplete viral suppression among under-represented people living with HIV (PLWH) due to interruptions in healthcare access and other worsened socioeconomic and environmental conditions. However, biomedical research rarely includes under-represented populations, resulting in biased …

Development And Validation Protocol For An Instrument To Measure Household Water Insecurity Across Cultures And Ecologies: The Household Water Insecurity Experiences (Hwise) Scale, Sera L. Young, Shalean M. Collins, Godfred O. Boateng, Torsten B. Neilands, Zeina Jamaluddine, Joshua D. Miller, Alexander A. Brewis, Edward A. Frongillo Jr., Wendy E. Jepson, Hugo Melgar-Quiñonez, Roseanna C. Schuster, Justin B. Stoler, Amber Wuitch, Hwise Research Coordination Network

Faculty Publications

Introduction A wide range of water-related problems contribute to the global burden of disease. Despite the many plausible consequences for health and well-being, there is no validated tool to measure individual- or household-level water insecurity equivalently across varying cultural and ecological settings. Accordingly, we are developing the Household Water Insecurity Experiences (HWISE) Scale to measure household-level water insecurity in multiple contexts.

Methods and analysis After domain specification and item development, items were assessed for both content and face validity. Retained items are being asked in surveys in 28 sites globally in which water-related problems have been reported (eg, shortages, excess …

Socio-Emotional Resilience Among Older Adults During The Covid-19 Pandemic, Cindy J. Lahar, Angela L. Nadeau, Jayne Violette, Summer Roberts, Diana Reindl

Journal of the South Carolina Academy of Science

The detrimental impact of social isolation on health and well-being has been reported in older adults (Prohaska, et al., 2020). Yet findings also demonstrate that older adults have a motivational shift to prioritize emotionally meaningful goals and experiences (Carstensen, 1993; Sakaki, et al., 2019), prioritize emotional meaning in situations, focus on positive emotions and stimuli over negative feelings and live in the present rather than focus on future preparedness. Socioemotional selectivity theory (SST) (Carstensen, 1993; Carstensen, Fung & Charles, 2003) suggests that older adults have a limited sense of time left in life and shift their focus to meaningful and …

Detecting Medication-Taking Gestures Using Machine Learning And Accelerometer Data Collected Via Smartwatch Technology: Instrument Validation Study, Chrisogonas Odero Odhiambo, Lukacs Ablonczy, Pamela J. Wright, Cynthia F. Corbett

Publications

BACKGROUND: Medication adherence is a global public health challenge, as only approximately 50% of people adhere to their medication regimens. Medication reminders have shown promising results in terms of promoting medication adherence. However, practical mechanisms to determine whether a medication has been taken or not, once people are reminded, remain elusive. Emerging smartwatch technology may more objectively, unobtrusively, and automatically detect medication taking than currently available methods. OBJECTIVE: This study aimed to examine the feasibility of detecting natural medication-taking gestures using smartwatches. METHODS: A convenience sample (N=28) was recruited using the snowball sampling method. During data collection, each participant recorded …

Why Understanding Food Choice Is Crucial To Transform Food Systems For Human And Planetary Health, Krystal K. Rampalli, Christine E. Blake Ph.D., Rd, Edward A. Frongillo Ph.D., Joseph Montoya

Faculty Publications

What, how and why people eat has long been understood to be important for human health, but until recently, has not been recognised as an essential facet of climate change and its effects on planetary health. The global climate change and diet-related health crises occurring are connected to food systems, food environments and consumer food choices. Calls to transform food systems for human and planetary health highlight the importance of understanding individual food choice. Understanding what, how and why people eat the way they do is crucial to successful food systems transformations that achieve both human and planetary health goals. …

Analysis Of Genes Responsible For Neuronal Morphological Changes In Down Syndrome Hipsc-Derived Neurons, Juhi Patel

Senior Theses

Down syndrome (DS) is a complex neurodevelopmental disorder caused by the trisomy of chromosome 21. DS is the largest genetic cause of intellectual disability, which occurs in varying severity among affected individuals. It is associated with a variety of developmental and cognitive defects, including reduced brain size, impaired synaptic function, and altered neuronal morphology. A number of genes have been identified to play critical roles in the development and maintenance of neuronal morphology, and alterations in the expression of some of these genes are implicated in the morphological changes observed in DS. Knocking out or altering their expression leads to …

Predictors And Barriers To Vaccination Among Older Syrian Refugees In Lebanon: A Cross-Sectional Analysis Of A Multi-Wave Longitudinal Study, Berthe Abi Zeid, Tanya El Khoury, Hala Ghattas Ph.D., Marwan F. Alawieh, Zeinab Ramadan, Sirine Anouti, Sawsan Abdulrahim, Stephen J. Mccall

Faculty Publications

Background:

Vaccination is important to prevent morbidity and mortality due to COVID-19 among older Syrian refugees. We aimed to elucidate the predictors of COVID-19 vaccine uptake among Syrian refugees aged 50 years or older in Lebanon and to understand their main reasons for not receiving the vaccine.

Methods:

This was a cross-sectional analysis of a five-wave longitudinal study, conducted through telephone interviews between Sept 22, 2020, and March 14, 2022, in Lebanon. For this analysis, data were extracted from wave 3 (Jan 21–April 23, 2021), which included a question on vaccine safety and on whether participants intended to receive the …

Trends In The Incidence Of Head And Neck Cancer: A Nationwide Population-Based Study, Tzong-Hann Yang, Sudha Xirasagar Mbbs., Ph.D., Yen-Fu Cheng, Chin-Shyan Chen, Wei-Pin Chang, Herng-Ching Lin

Publications

OBJECTIVE: This study aimed to demonstrate the temporal trend in incidence of head and neck cancer (HNC) in Taiwan. MATERIALS AND METHODS: Patients with a HNC were retrieved from the Taiwan's Health Insurance Database. We identified 16,894 patients aged ≥20 years who had received a first-time diagnosis of cancer of the oral cavity, oropharynx, larynx, hypopharynx, nasopharynx, sinonasal, salivary gland or thyroid gland between 2010 and 2018. We calculated the annual incidence rate per 100,000 population, overall, and classified by gender and cancer type. We also used the annual percent change (APC) to characterize trends in head and neck cancer …

Predicting Adolescent Intervention Non-Responsiveness For Precision Hiv Prevention Using Machine Learning, Bo Wang, Feifan Liu, Lynette Deveaux, Arlene Ash, Ben Gerber, Jeroan Allison, Carly Herbert, Maxwell Poitier, Karen Macdonell, Xiaoming Li Ph.D., Bonita Stanton

Faculty Publications

Interventions to teach protective behaviors may be differentially effective within an adolescent population. Identifying the characteristics of youth who are less likely to respond to an intervention can guide program modifications to improve its effectiveness. Using comprehensive longitudinal data on adolescent risk behaviors, perceptions, sensation-seeking, peer and family influence, and neighborhood risk factors from 2564 grade 10–12 students in The Bahamas, this study employs machine learning approaches (support vector machines, logistic regression, decision tree, and random forest) to identify important predictors of non-responsiveness for precision prevention. We used 80% of the data to train the models and the rest for …