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Articles 391 - 420 of 5695
Full-Text Articles in Entire DC Network
Social Comparison And Pressure: Examining The Roles Of Sex And Rank, Ashley East
Social Comparison And Pressure: Examining The Roles Of Sex And Rank, Ashley East
Masters Theses & Specialist Projects
Faculty in academia face intense competition and growing expectations, often shaped by perceptions of others’ performance. During the COVID-19 pandemic, these dynamics were magnified, making social comparison a critical factor in understanding academic workplace pressures. The purpose of this study is to examine the changing work pressures and social comparison tendencies among academics during the COVID-19 pandemic. It is hypothesized that social comparison tendencies will be positively related to time pressure (H1a) and telepressure (H1b), with moderation by sex (H2a and H2b) and organizational rank (H3a and H3b). Using a panel survey of 197 tenure-track and tenured faculty members in …
Covid-19 In The History Of Capitalism, Victor Wallis
Covid-19 In The History Of Capitalism, Victor Wallis
Faculty Works
The obvious role of capital in generating poverty, war, and environmental breakdown has not led to a parallel recognition of how deeply it shapes the ideology and practice of healthcare. Progressives view access to healthcare as a matter of “right,” but with rare exceptions they do not focus attention on the wider determinants of health policy – from the life-conditions that shape public health to the prevalence, in capitalist countries, of market-inspired remedies. Looking at the US experience and noting how capitalist priorities have permeated official policies toward Covid-19, this essay discusses how medical objections to these policies have been …
A Teacher Preparation Program's Stakeholders' Perceptions Since Campus Closure Due To Covid-19, Laurie J. Mccormick
A Teacher Preparation Program's Stakeholders' Perceptions Since Campus Closure Due To Covid-19, Laurie J. Mccormick
Theses, Dissertations and Capstones
COVID-19 closed colleges and forced faculty and students to learn a new way of teaching and learning. Like most institutions, Marshall University’s College of Education and Professional Development struggled to provide the practicum experience required for teacher preparation when most public schools shifted to remote learning. This qualitative study investigated the reactions of, and ongoing impact on, a university’s college of education’s administrators, faculty, undergraduates, the institution’s instructional designers, and the Counseling Center’s director when the campus closed spring of 2020 due to the pandemic. Initial and ongoing challenges faced, and strategies implemented were categorized by the four themes that …
An Exploration Of Teacher Exodus In Predominantly African American Secondary Public Schools Amid Covid-19, Keith Demond Ford
An Exploration Of Teacher Exodus In Predominantly African American Secondary Public Schools Amid Covid-19, Keith Demond Ford
Educational Leadership & Policy Studies Dissertations - Archive
For some time, K-12 teachers across America have been resigning from classrooms in large numbers. Like many of the nation’s communities, schools in American neighborhoods of color have seen an overwhelming amount of teacher resignations amid the COVID-19 pandemic. According to existing literature, education’s traditional systemic norms and health protocols which were initiated during COVID-19 motivated classroom teachers to leave their jobs. This qualitative study uses a phenomenological methodology as it discovers that an interrelatedness of factors influences six participants to resign from their classroom teaching roles at predominantly African American middle and high schools during and immediately following …
Nursing Workplace Rituals: Communication Before, During, And After Covid-19, Angel Infante
Nursing Workplace Rituals: Communication Before, During, And After Covid-19, Angel Infante
Nursing Dissertations - Archive
ABSTRACT
NURSING WORKPLACE RITUALS: COMMUNICATION BEFORE, DURING, AND AFTER COVID-19
Angel Infante, PhD
The University of Texas at Arlington, 2025
Professors: Dr. Deborah Behan (Committee Chair), Dr. Yungfei Kao (Committee Member), and Dr. Jessica Grace Smith (Committee Member)
Background: According to Griner et al. (2021) many disruptions caused confusion for healthcare workers during the pandemic. Communication is imperative when dealing with everyday disruptions in a hospital setting. However, it is even more important to learn about the different types of communication and what is communicated during a past pandemic to know how and what to communicate in a future pandemic. …
Personal Wisdom And Coping: Insights From The Covid-19 Pandemic, Noah Ringler
Personal Wisdom And Coping: Insights From The Covid-19 Pandemic, Noah Ringler
CGU Theses & Dissertations
Much of personal wisdom research has focused on the relationship between personal wisdom and difficult life events (DLEs). Research indicates that those high in personal wisdom cope more effectively with DLEs. However, these studies primarily focused on older adults and assessed coping through well-being measures. Seeking to address these limitations, Ringler (2021) found that mindfulness partially mediates the relationship between personal wisdom and coping with DLEs (measured through meaning-making) in a more age-diverse sample. Despite this progress, several gaps in knowledge remain. For example, there is still a lack of understanding about how wisdom relates to the use of specific …
Being And Becoming Third-Space Professionals: A Case Study From Low-And-Middle Income Countries, Azra Naseem, Jannat Karim Khan, Tashmin Khamis, Jane Rarieya
Being And Becoming Third-Space Professionals: A Case Study From Low-And-Middle Income Countries, Azra Naseem, Jannat Karim Khan, Tashmin Khamis, Jane Rarieya
Institute for Educational Development, East Africa
This case study explores the authors’ experiences of establishing the identity of third-space professionals at a multi-country university with campuses on three continents. In particular, it draws on their identities and experiences as female leaders in educational development. Using autoethnography, the authors reflect on their experiences to identify issues, strategies, and areas for further development regarding third-space professionals’ identities, particularly with regard to women. As the concept of third-space professionals is relatively new in Low- and Middle-Income Countries (LMICs) where the university is located, this journey of becoming and being third-space professionals was fraught with challenges that question traditional norms …
Design And Implementation Of An Evidence-Based Pilot Program To Support New Graduate Nurses' Transition To Professional Practice: Application Of Soft Skills Education In An Associate Degree Program, Torri Crosby-Martin
All Capstone Projects
Problem Statement:
Post-pandemic nurse graduates experienced difficulty transition to professional practice due to limited focus on soft skills acquisition in pre-licensure nursing curricula.
Background:
Faculty characterized graduates as underprepared for professional practice, stating concerns affecting retention, patient outcomes, and work satisfaction.
Aim:
The quality improvement project goal was to address the transition to practice readiness by providing soft skills education to associate degree students.
Theoretical Framework:
This project applied Benner's Novice-to-Expert MOdel and Duchscher's Stages of Transition.
Methods:
Utilizing a mixed methods approach, March-April 2024, a sample size of 28 participants completed both pre- and post-Casey-Fink Readiness for Practice Surveys …
Masculinism, Institutional Violence And #Metoo: Understanding Australian University Responses To The Covid-19 Pandemic, Emily Gray, Jacqueline Ullman, Mindy Blaise, Jo Pollitt
Masculinism, Institutional Violence And #Metoo: Understanding Australian University Responses To The Covid-19 Pandemic, Emily Gray, Jacqueline Ullman, Mindy Blaise, Jo Pollitt
Research outputs 2022 to 2026
This article offers an analysis of data from the project Sexism, Higher Education, and Covid-19: The Australian Perspective. The authors argue that the gendered impact of the pandemic in Higher Education Institutions constitutes a form of institutionally perpetrated sexist harassment, and that raising awareness of the ways in which institutions themselves enable and perpetrate such harassment is consistent with the aims of the #MeToo movement. This article is intended to act as testament to the ways in which Australian universities function as masculinist institutions that, during this time of crisis, deployed tactics that were experienced by women and minority-identifying research …
The Autonomy Paradox, Working From Home And Psychosocial Hazards, Alexis Vassiley, Azadeh Shafaei, Mehran Nejati, Leigh Ann Onnis, Tim Bentley
The Autonomy Paradox, Working From Home And Psychosocial Hazards, Alexis Vassiley, Azadeh Shafaei, Mehran Nejati, Leigh Ann Onnis, Tim Bentley
Research outputs 2022 to 2026
This article investigates the experience of knowledge workers in New South Wales (NSW), Australia, who worked from home during the COVID-19 pandemic to understand their exposure to psychosocial hazards, specifically: workload and work pace; the work-home interface and social isolation. We explored how the increased autonomy afforded by working from home fitted with workers’ actual experience during the pandemic. Drawing on interviews with 33 NSW remote workers and 19 line-managers conducted in early 2021, this article argues that the increased autonomy afforded to employees by remote work is paradoxical. Many interviewees worked longer hours and experienced work intensification, as well …
Identification Of Host-Pathogen Protein Interactions: Yeast Two-Hybrid Analysis Of Sars-Cov-2 Nsp10 And Human Cellular Proteins, Antonios Argyriou
Identification Of Host-Pathogen Protein Interactions: Yeast Two-Hybrid Analysis Of Sars-Cov-2 Nsp10 And Human Cellular Proteins, Antonios Argyriou
Selected Full-Text Master Theses 2021-
The ongoing COVID-19 pandemic, caused by SARS-CoV-2, has resulted in over 774 million cases and 7 million deaths worldwide, establishing it as one of the most devastating pandemics in recorded history. While current therapeutic approaches primarily target viral entry mechanisms and specific enzymes, the limited understanding of non-structural protein functions hinders the development of comprehensive antiviral strategies. This research focuses on Nsp10 (non-structural protein 10), a highly conserved 139-amino acid protein essential for viral mRNA capping and replication. Nsp10 serves as a critical cofactor in the formation of methyltransferase complexes with Nsp14 and Nsp16, playing a vital role in viral …
Association Between Lifetime Interpersonal Violence And Post– Covid-19 Condition Among Women In Kentucky, 2020-2022, Ayşe Güler, Heather M. Bush, Katie Schill, Nurlan Kussainov, Ann L. Coker
Association Between Lifetime Interpersonal Violence And Post– Covid-19 Condition Among Women In Kentucky, 2020-2022, Ayşe Güler, Heather M. Bush, Katie Schill, Nurlan Kussainov, Ann L. Coker
Biostatistics Faculty Publications
Objective: The COVID-19 pandemic increased the risk of interpersonal violence. We investigated the association between lifetime interpersonal violence experience and risk of post–COVID-19 condition (the persistence of symptoms of COVID-19 and severity of health problems associated with COVID-19 that last a few weeks, months, or years) among women with lifetime interpersonal violence experience. Methods: Women participants aged ≥18 years in Kentucky’s Wellness, Health & You—COVID-19 study completed online quantitative surveys about the impacts of the pandemic, developing COVID-19, and symptoms of post–COVID-19 condition. We conducted cross-sectional analyses estimating rate ratios of developing COVID-19 and symptoms of post–COVID-19 condition during the …
An Evaluation Of The Decline In Primary Care Physician Visits, 2010 To 2021, Anuradha Jetty, Marie Ezran, Alison Huffstetler, Yalda Jabbarpour
An Evaluation Of The Decline In Primary Care Physician Visits, 2010 To 2021, Anuradha Jetty, Marie Ezran, Alison Huffstetler, Yalda Jabbarpour
Department of Family & Community Medicine Faculty Papers
INTRODUCTION: Primary care is the backbone of the United States healthcare system, yet it continues to be underfunded and inaccessible to many. Previous studies explored primary care visit patterns until 2016, leaving gaps in our understanding of how recent factors like state Medicaid expansions, the Coronavirus Disease 2019 (COVID-19) pandemic, and population growth have influenced these patterns. Hence, the objective of the current study was to analyze the trends in primary care visits provided by outpatient clinicians over time and by visit type and contextualize study findings within the changing healthcare landscape.
METHODS: The Medical Expenditure Panel Survey data (2010-2021) …
Creating & Validating A Teacher Resilience Scale In The U.S. Context, Joy Mccreary
Creating & Validating A Teacher Resilience Scale In The U.S. Context, Joy Mccreary
CGU Theses & Dissertations
The teaching force faces significant challenges, including high attrition rates and an aging workforce, exacerbated by the COVID-19 pandemic. Prior research highlights teacher resilience as a critical factor in addressing these challenges, emphasizing its multi-dimensional and contextual nature. While several international scales have been developed to measure teacher resilience, none exist tailored to the unique educational landscape of the United States. This study developed and validated a U.S.-specific Teacher Resilience Scale (USMTRS), confirming its strong reliability and multidimensional structure. Findings showed that teacher resilience is widespread and most strongly tied to job satisfaction, while only weakly related to burnout. Results …
The Impact Of Job Loss On Health-Related Outcomes During The Covid-19 Pandemic, Kelly Prawira
The Impact Of Job Loss On Health-Related Outcomes During The Covid-19 Pandemic, Kelly Prawira
CMC Senior Theses
In this paper, I explore the effects of job loss during the COVID-19 pandemic on self-reported general and mental health conditions and health insurance coverage. Using Medical Expenditure Panel Survey data from 2018-2022, I evaluate the effects of job loss on these health-related outcomes by conducting a year-over-year analysis. I also examine changes in job loss effects during the pandemic by performing a difference-in-differences analysis. Overall, I find that job loss is associated with a higher likelihood of having fair or poor general and mental health, a higher likelihood to have Medicaid/SCHIP, and a lower likelihood to have private insurance. …
Cluster Randomized Multilevel Intervention For Promoting Physical Activity In Rural Communities, Alan M Beck, Natalicio Serrano, Dixie Duncan, Amy A Eyler, Amanda Gilbert, Fatemeh Naghiloo, Rodrigo Reis, Rachel G Tabak, Ross C Brownson
Cluster Randomized Multilevel Intervention For Promoting Physical Activity In Rural Communities, Alan M Beck, Natalicio Serrano, Dixie Duncan, Amy A Eyler, Amanda Gilbert, Fatemeh Naghiloo, Rodrigo Reis, Rachel G Tabak, Ross C Brownson
2020-Current year OA Pubs
INTRODUCTION: Rural areas of the United States have lower levels of physical activity (PA) as compared to their urban and suburban counterparts, leading to higher levels of chronic diseases. The objective of the study was to increase PA in rural communities via a multilevel intervention.
METHODS: We implemented a cluster randomized controlled trial of a community-based multilevel PA intervention between 2019 and 2022 in 14 rural communities. The intervention consisted of (1) text messaging (i.e., individual level), (2) encouragement of walking groups (i.e., interpersonal level), and (3) community-based marketing (i.e., community level).
RESULTS: Participants meeting the 2018 PA guidelines for …
Trust, Trust Repair, And Public Health: A Scoping Review, Peter Kalulu, Aubrey Fisher, Grace Whitter, Ipek Sener, Michelle Doering, David B Carter, Matthew Gabel, Jimin Ding, Michael Esposito, Caitlin L Mcmurtry, Pradeep Sopory, Mark D Huffman
Trust, Trust Repair, And Public Health: A Scoping Review, Peter Kalulu, Aubrey Fisher, Grace Whitter, Ipek Sener, Michelle Doering, David B Carter, Matthew Gabel, Jimin Ding, Michael Esposito, Caitlin L Mcmurtry, Pradeep Sopory, Mark D Huffman
2020-Current year OA Pubs
OBJECTIVE: This study investigates the scope of evidence on trust, trust repair, and public health.
METHODS: We identified quantitative studies that evaluated the relationship between trust or trust repair and public health from January 1990 to May 2023. Results were stratified evaluating trust as an exposure or outcome and reporting on trust repair. Data are reported on spatiotemporal trends in publications, level of trust (institutional trust, generalized trust, and interpersonal trust), types of trust measures used, objects and determinants of trust, and associations between trust and public health behaviors.
RESULTS: Among 194 included studies, most (86%, 166/194) were published after …
Opportunity Restored: Using Creative Measures To Provide Students With Academic Advancement Opportunities Lost During Covid-19, Randal Clint Jordan
Opportunity Restored: Using Creative Measures To Provide Students With Academic Advancement Opportunities Lost During Covid-19, Randal Clint Jordan
Electronic Theses and Dissertations
This mixed-methods action research study examines the Fast Track and Graduation Path (FTGP) programs—equity-focused interventions developed to offer opportunity to students who experienced academic disruption during COVID-19 emergency schooling (Creswell & Plano Clark, 2018). The programs targeted students retained due to socioeconomic status, learned helplessness, or the technology learning gap, rather than a lack of ability or low prior performance (Jenson, 2013; Maier & Seligman, 1976; Bower, 2019). FTGP provided structured academic pathways, daily facilitation, technology-based instruction, and character education to rebuild learner confidence and achievement (Reimer & Hill, 2022).
Quantitative data from the Edgenuity© learning platform revealed the program’s …
Resilience Practices In Health Science And Medical Libraries During The Early Stages Of The Covid-19 Pandemic, Justin F. Gaynor
Resilience Practices In Health Science And Medical Libraries During The Early Stages Of The Covid-19 Pandemic, Justin F. Gaynor
Faculty Research, Scholarly, and Creative Activity
This paper uses the concept of resilience engineering as an organizing principle to discuss best practices that evolved within health science/medical libraries in the United States during COVID-19 crisis, focusing on the period March–August 2020. Protection of library staff, assistance to medical staff, reducing the circulation of misinformation and public health consumerism all required substantial changes to standard processes. These process changes had to arise in the context of both physical isolation and information overload. Some practices became widespread due to their utility, and these are the focus of this report.
Early, Standardised, And Precise Treatment Of Copd Exacerbations And Covid-19, Sanjay Ramakrishnan
Early, Standardised, And Precise Treatment Of Copd Exacerbations And Covid-19, Sanjay Ramakrishnan
Theses: Doctorates and Masters
Background: Background Chronic Obstructive Pulmonary Disease (COPD) is a common chronic condition causing significant morbidity and mortality. Patients with COPD report sudden episodes of deteriorating respiratory symptoms called exacerbations, often presumed to be precipitated by infections. COPD is in the top 5 causes of death globally. COPD exacerbations drive a large proportion of these deaths. Despite this, there is no standardised model of care for the sickest patients who need hospitalisations for exacerbations. Meanwhile, treatment for COPD exacerbations continues to be guided by symptoms, instead of underlying biology. Most patients are treated with unnecessary and harmful systemic corticosteroids. During the …
Platypnea-Orthodeoxia And Patent Foramen Ovale In A Patient In The Setting Of Covid-19, Laura Sarmiento, Riyad Kherallah, Guilherme Vianna Silva
Platypnea-Orthodeoxia And Patent Foramen Ovale In A Patient In The Setting Of Covid-19, Laura Sarmiento, Riyad Kherallah, Guilherme Vianna Silva
The Texas Heart Institute Journal
Platypnea-orthodeoxia syndrome is a rare condition characterized by positional dyspnea and hypoxemia, with symptoms presenting in the upright position and improving when recumbent. Hypoxemia in platypnea-orthodeoxia syndrome is defined as a drop in Pao
Adaptive Crisis Management At The Operational Level: Responses To Covid-19 In The Australian Resources Sector, Michael M. Ajith, Andrei A. Lux, Tim Bentley, Michelle Striepe
Adaptive Crisis Management At The Operational Level: Responses To Covid-19 In The Australian Resources Sector, Michael M. Ajith, Andrei A. Lux, Tim Bentley, Michelle Striepe
Research outputs 2022 to 2026
The COVID-19 pandemic in 2020 significantly impacted Australia’s resources sector, particularly mining, oil, and gas industries, posing challenges for operational leaders. This study applied Adaptive Crisis Management Theory (ACMT) to understand how these leaders adapted during the crisis. Through interviews with 32 operational leaders, it was found that their roles evolved as crisis demands changed. Initially, they addressed immediate needs, then shifted focus to remote work facilitation and digital transformation, and finally emphasised recovery, trust, and resilience. These adaptations influenced leaders’ behaviours, highlighting the importance of flexibility in supporting employee wellbeing and organisational continuity during crises.
The Impacts Of Covid-19 Restrictions On Care-Givers Of People With Cognitive Impairment And Their Support Needs: A Mixed-Methods Systematic Review, Loretta Baldassar, Thi N. M. Nguyen, Bronte Jones, Catriona Stevens, Lukasz Krzyzowski, Silvia Lozeva, Simone Marino, Maria G. C. Du Plooy, Johanne Eldridge, Osvaldo P. Almeida, Manonita Ghosh
The Impacts Of Covid-19 Restrictions On Care-Givers Of People With Cognitive Impairment And Their Support Needs: A Mixed-Methods Systematic Review, Loretta Baldassar, Thi N. M. Nguyen, Bronte Jones, Catriona Stevens, Lukasz Krzyzowski, Silvia Lozeva, Simone Marino, Maria G. C. Du Plooy, Johanne Eldridge, Osvaldo P. Almeida, Manonita Ghosh
Research outputs 2022 to 2026
The COVID-19 pandemic and ensuing restrictions/lockdowns have caused significant physical and psychological consequences for people with cognitive impairment who are heavily dependent on their care-givers. However, little is known about the impact on care-givers, the factors that exacerbate their situation and what supports they need. The aims of this paper are threefold: (a) to examine the impact of COVID-19 physical restrictions on both formal and informal care-givers of people with cognitive impairment; (b) to identify attributing factors influencing this impact; and (c) to recognise their support needs. Further, this paper informs future research, policy and practice. Guided by the Joanna …
Covid-19'S Impact On Grocery Expenditure Amid The Rise Of Social Media's Unattainable Wellness Culture Within Beverage Products, Ava Hinz
Scripps Senior Theses
This paper explores post-pandemic consumption through two different lens: economics and media studies. First, I will focus on COVID-19’s impact on the expenditure of grocery goods. Then I will explore how today’s wellness culture is made unattainable through social media by examining an organic grocery store and two beverage products. By examining these two areas of consumption, it provides critical information on an individual’s consumption during the unique shocks of the pandemic and the cultural context behind those actions.
Exploring The Determinants Of Life Expectancy At Birth: Predicting And Forecasting Global Health Trends Using Statistical, Machine Learning, And Deep Learning Models., Emma Rath
ICT
Accurate life expectancy forecasting is essential for health policy planning, yet research comparing statistical, machine learning, and deep learning approaches under real-world constraints remains limited. This study evaluates ARIMA/ARIMAX, tree-based, and neural network models using Irish and global datasets, considering small samples, missing data, and COVID-19 shocks. ARIMAX with lagged socioeconomic variables outperformed LSTM and other ML/DL methods. Income-based stratification improved predictive accuracy and interpretability, with SHAP analysis highlighting GDP per capita for developed countries and school enrolment and trade indicators for developing contexts. Results provide practical guidance for policymakers and establish limits for model complexity under constrained health data.
Enhancing Operational Efficiency Of Paratransit Services Using Predictive Models, Troyee Saha
Enhancing Operational Efficiency Of Paratransit Services Using Predictive Models, Troyee Saha
Civil Engineering Dissertations - Archive
Paratransit services play a vital role in supporting the mobility of older adults and individuals with disabilities, yet they experienced major disruptions during the COVID-19 pandemic and continue to face ongoing operational issues such as trip cancellations. This dissertation explores these challenges through three distinct analyses using data from Arlington, TX. The first chapter investigates how COVID-19-related factors (policies, cases, and vaccination) and socio-demographics influenced paratransit usage from 2019 to 2021. Applying SARIMAX and Poisson regression models, the study finds a substantial drop in ridership—41% in 2020—and a shift toward essential medical travel. It also reveals that restrictive policies, such …
"The Perfect Storm": Weathering Black Racial Trauma Across The Lifespan And The Impact Of Covid-19, Taryne M. Mingo, Kiauhna Haynes
"The Perfect Storm": Weathering Black Racial Trauma Across The Lifespan And The Impact Of Covid-19, Taryne M. Mingo, Kiauhna Haynes
Adultspan Journal
Descendants of Africans Enslaved in the United States (DAEUS), who lived in the South prior to 1965 and experienced decades of legalized discrimination, were found to have been disproportionately impacted by the COVID-19 pandemic. Arline Geronimus (1992) coined the term “weathering” to acknowledge the accumulation of racial trauma stored within the body over extended periods of time. The purpose of this interpretive phenomenological study, aligned by the tenets of Critical Race Theory, explores how continuous racial trauma impacted DAEUS citizens’ well-being and trust in the COVID-19 vaccine. Three Group Experiential Themes emerged during this study, all connected with the experiences …
Resilience And Its Effects On Psychological Well Being During The Covid-19 Pandemic, Taylor Reinsel
Resilience And Its Effects On Psychological Well Being During The Covid-19 Pandemic, Taylor Reinsel
Honors Theses
Stressors and trauma in life are unavoidable. However, the way we respond and adapt to them can be within our control. This response differs from person to person, but there are factors that can influence the likelihood of an individual rebounding from a crisis, as well as factors that can put them at a higher risk of developing mental illness. One of the main factors that influences Psychological Well Being is the presence of Resilience.
The main goal of this study was to examine how factors of Resilience relate to Psychological Well Being and COVID-19 Well Being during the COVID-19 …
Detecting Sars-Cov-2 In Ct Scans Using Vision Transformer And Graph Neural Network, Kamorudeen Amuda, Almustapha Wakili, Tomilade Amoo, Lukman Agbetu, Qianlong Wang, Jinjuan Feng
Detecting Sars-Cov-2 In Ct Scans Using Vision Transformer And Graph Neural Network, Kamorudeen Amuda, Almustapha Wakili, Tomilade Amoo, Lukman Agbetu, Qianlong Wang, Jinjuan Feng
Electrical & Computer Engineering Faculty Publications
The COVID-19 pandemic has presented significant challenges to global healthcare, bringing out the urgent need for reliable diagnostic tools. Computed Tomography (CT) scans have proven instrumental in detecting COVID-19-induced lung abnormalities. This study introduces Convolutional Neural Network, Graph Neural Network, and Vision Transformer (ViTGNN), an advanced hybrid model designed to enhance SARS-CoV-2 detection by combining Graph Neural Networks (GNNs) for feature extraction with Vision Transformers (ViTs) for classification. Using the strength of CNN and GNN to capture complex relational structures and the ViT capacity to classify global contexts, ViTGNN achieves a comprehensive representation of CT scan data. The model was …
Predictors Of Mental Health Services Use In Integrated Primary Care During Covid-19, Joseph D. Harrison
Predictors Of Mental Health Services Use In Integrated Primary Care During Covid-19, Joseph D. Harrison
PCOM Psychology Dissertations
The purpose of this study was to identify the predisposing, need, and enabling factors that predict mental health services use before and during COVID-19 in an integrated primary care network in the Philadelphia metropolitan area. This retrospective observational study examined a sample of primary care patients from January 2018 to February 2020 (i.e., pre-COVID-19) and March 2020 to December 2022 (i.e., peri- COVID-19) using electronic health record data. Mental health services use was defined as the number of appointments attended by patients. A hierarchical regression was conducted to identify predictors of mental health services use by sequentially adding sociodemographic predisposing …