Digital Commons Network^™

Data Visualization Of Big Data For Predictive And Descriptive Analytics For Stroke, Covid-19, And Diabetes, Richard S. Segall, Soichiro Takashashi

Faculty Publications

Visualization of big data is crucial for meaningful interpretations and especially for healthcare. Brief discussions are made for big data, background for healthcare, and recent work in big data analytics for healthcare. This research pertains to different levels of big data: 5,110 vs. 101,766 vs. 320,200 vs. 1 million data values. Data visualizations and predictive analytics are presented of big data for selected diseases of stroke with 5,110 data values, diabetes with 101,766 data values, and two COVID-19 studies: one with 320,200 data values and another with 1 million data values. Data visualizations are generated for these diseases with big …

Public Company Ceo Strategies For Navigating A Global Economic Shock, Trevor Lee Johnson

Walden Dissertations and Doctoral Studies

Covid-19 has been the most significant economic shock of the 21st century, evidenced by the S&P 500 index plunging over 30% in early 2020. Business leaders who fail to prepare for black swan events are at a high risk of failure. Grounded in Taleb’s black swan theory, the purpose of this qualitative multiple case study was to explore strategies some public market CEOs use to defend share price returns during economic shocks. The participants were five CEOs of five publicly traded companies listed on the Toronto Stock Exchange who generated positive investor returns since the pandemic began. Data were collected …

From Prison Zooms To Hospital Rooms: Unmasking The Positives Of Remote Education, Molly Chao Yeselson

Scripps Senior Theses

From Prison Zooms to Hospital Rooms: Unmasking the Positives of Remote Education is the culmination of a seven-year battle for my life and my education. Remote and hybrid education are perpetually identified as the cause of pandemic-era learning deficits. My project seeks to challenge such rhetoric by detailing the positive educational experience I, a student with a disability, along with my incarcerated peers, have had thanks to distance learning. I argue that as the world shifts from a pandemic to an endemic approach to COVID-19, higher education must keep its virtual doors open to nontraditional students.

Hoarding Lifesaving Knowledge While Millions Die: The Political Economy Of Global Covid-19 Vaccine Apartheid, Kenneth Stancil

Theses and Dissertations--Geography

Coronavirus vaccines saved millions of lives, but experts estimate that the suboptimal production and inequitable distribution of shots resulted in nearly 3 million preventable Covid-19 deaths in 2021 and 2022 as well as millions of indirect deaths during the pandemic. These avoidable fatalities are inseparable from the grotesquely unequal vaccination rates between rich and poor nations. Dose hoarding by high-income countries contributed to vaccine inequality, but the “vaccine apartheid” inflicted on low-income countries reflects an even more fundamental injustice: knowledge hoarding by profit-maximizing pharmaceutical corporations—aided and abetted by wealthy governments—which deprived generic manufacturers of the right to produce additional lifesaving …

Middle School Teacher Perceptions Of The Impact Of The Covid-19 Pandemic, Sherria La Vonne Grubbs

Doctor of Education Dissertations

This paper examines the perceptions of middle school teachers on the impact of the Covid-19 pandemic on student achievement, attendance and enrollment, mental health, and social and economic factors. Allowing the voices of the middle school teachers to be heard was important to this study because it helped to identify some key themes of the impact of the Covid-19 pandemic on education. For this qualitative research study, a survey was created with Google Forms and a focus group discussion was implemented using the zoom platform to gather and collect data for this study. 67 middle school teachers were invited to …

Mentoring Deep Learning Models For Mass Screening With Limited Data, Suprim Nakarmi

Dissertations and Theses

Deep Learning (DL) has an extensively rich state-of-the-art literature in medical imaging analysis. However, it requires large amount of data to begin training. This limits its usage in tackling future epidemics, as one might need to wait for months and even years to collect fully annotated data, raising a fundamental question: is it possible to deploy AI-driven tool earlier in epidemics to mass screen the infected cases? For such a context, human/Expert in the loop Machine Learning (ML), or Active Learning (AL), becomes imperative enabling machines to commence learning from the first day with minimum available labeled dataset. In an …

Resilience And Vulnerability: The Impact Of Deprivation, Social Capital, And Distance Sensitivity On Mental Health In Covid-19 Vaccine Seekers, Cesar Ivan Landeros

All ETDs from UAB

The COVID-19 pandemic has inflicted profound challenges upon California, exacerbating disparities in care, access, and health outcomes within vulnerable and deprived communities. Especially, this crisis has led to a surge in mental health issues, with anxiety and depression emerging as predominant psychopathologies, and the rates of anxiety and depression are alarmingly high in disadvantaged communities. In California, the strikingly high prevalence of these symptoms at 31.7%, compared to the national average of 32.3%, sounds a critical alarm. Despite empirical investigations into anxiety and depression rates across a range of demographic groups worldwide—such as survivors, healthcare professionals, children, adolescents, and adults—the …

Covid-19 Impact On Nbcot Passing Rates, John Damiao

Journal of Occupational Therapy Education

The COVID-19 pandemic changed the delivery of education as many occupational therapy (OT) programs temporarily transitioned to remote learning. The purpose of this article is to describe the impact of the COVID-19 pandemic on the National Board for Certification in Occupational Therapy (NBCOT) pass rates. A mixed methods research design was used consisting of quantitative data from all 35 OT programs from New York (NY), New Jersey (NJ), Connecticut (CT), and California (CA). Qualitative data was gathered from NY OT program graduates with fourteen convenience sampled graduate students who completed the qualitative survey. NBCOT exam scores from 2019-2021 were gathered …

Securing Global Health: Global Citizenship And Covid-19 Awareness, Birol Bulut, Muhammed Kursat Oksuzoglu

Georgia Educational Researcher

The aim of this study was to investigate the relationship between prospective social studies teachers' global citizenship levels and their COVID-19 awareness levels. To do that, Relational survey model, one of the quantitative research methods, was used. The sample consisted of 409 prospective social studies teachers selected by simple random sampling method from six universities in Turkey. Global Citizenship Scale (GCS), The Coronavirus (COVID-19) Awareness Scale (CAS), and the Personal Information Form developed by the researchers were used in data collection. The t-test, Pearson Correlation Analysis and Multiple Regression Analysis were per-formed to analyze data. A positive and significant relationship …

Human Trafficking: The Impact Of Covid-19 On Labor Trafficking In The Us, Anthony A. Mottola

Theses and Dissertations

Human trafficking is a global phenomenon where traffickers prey upon their victims without discriminating against age, gender, ethnic background, or nationality. The United States (US) is not immune to the human rights violations of human trafficking. The victims of human trafficking are coerced into a life of exploitation through forced labor or sexual exploitation. Many victims are migrants from disadvantaged countries that travel to the US seeking employment but end up the victims of abuse, both physically and mentally, at the hands of traffickers. In 2020, the COVID-19 pandemic devastated the global economy, forcing quarantines, travel bans, and social distancing. …

Tinjauan Matematis Waktu Tundaan Pada Model Covid-19 Dengan Vaksinansi, Fitriana Yuli Saptaningtyas, Ahmadi Ahmadi

PYTHAGORAS : Jurnal Matematika dan Pendidikan Matematika

Article ini membahas pemodelan matematika penyebaran Covid-19 dengan vaksinasi yang melibatkan waktu tundaan. Waktu tundaan merepresentasikan waktu individu mengalami penurunan kekebalan tubuh sehingga kembali rentan terhadap Covid-19 setelah sembuh. Kita tahu bahwa individu yang dinyatakan sembuh dari Covid-19 dapat terinfeksi kembali. Penelitian ini menganalisa titik ekuilibirum beserta kestabilannya, menentukan bilangan reproduksi dasar untuk melihat penyebaran penyakit, menentukan jenis bifurkasi yang muncul yang diakibatkan oleh waktu tundaan, dan melakukan simulasi numerik untuk melihat perilaku penyebaran penyakit. Di samping itu juga dilakukan kajian analitik untuk menentukan bilangan reproduksi dasar dan analisa perbandingan kestabilan lokal untuk model tanpa waktu tundaan dan dengan waktu …

A Case Of Transverse Myelitis Secondary To Covid-19 Infection, Rahul Borra, Neal T. Patel, Raheel Shaikh, Mayur S. Parmar, Sujatha Borra

HPD Articles

Infection with COVID-19 (SARS-CoV-2) is associated with a variety of generalized and specific symptoms, including neurological complications of both the peripheral and central nervous systems. In this case report, we present the case of a previously healthy 55-year-old woman who was diagnosed with transverse myelitis following a previous infection with COVID-19. MRI showed progressive demyelination of the cervical and thoracic spinal cord, and cerebrospinal fluid (CSF) showed increased levels of protein and red blood cells and no markers of infection, including negative polymerase chain reaction (PCR) for COVID-19 antibodies. The patient was treated with a course of methylprednisolone, multiple treatments …

What Is Contributing To Covid-19 Mortality In Harris County, Texas?, Rachel Roy

Dissertations and Theses (Open Access)

The COVID-19 pandemic exposed long-standing inequities that have been present in the United States since its origin. While the entire country has been devastated by this pandemic, low-income and minority communities were hardest hit. Race alone does not predict poor health outcomes. Rather, the historic strategies implemented in the United States, such as redlining, placed racial and ethnic minorities in neighborhoods where cycles of disinvestment in education, transportation infrastructure, flooding infrastructure, healthy food, and clean air and water have created low socioeconomic status and poor health outcomes. This public health research aims to understand how historical processes have created and …

Worker Participation In A Time Of Covid: A Case Study Of Occupational Health And Safety Regulation In Ontario, Alan Hall, Eric Tucker

Articles & Book Chapters

This study examines worker voice in the development and implementation of safety plans or protocols for covid-19 prevention among hospital workers, long-term care workers, and education workers in the Canadian province of Ontario. Although Ontario occupational health and safety law and official public health policy appear to recognize the need for active consultation with workers and labour unions, there were limited – and in some cases no – efforts by employers to meaningfully involve workers, worker representatives (reps), or union officials in assessing covid-19 risks and planning protection and prevention measures. The political and legal efforts of workers and unions …

Covid-19 And Stock Market Liquidity: International Evidence, Muhammad Umar, Ghulame Rubbaniy, Amjad Iqbal, Syed Kumail Abbas Rizvi, Yan Xu

All Works

This study analyzes the impact of Covid-19 on stock market liquidity of China and four worst hit countries by the pandemic. Using daily data for the stock market illiquidity spanning over July 1, 2019 to July 10, 2020 and the data for new cases and deaths over the period from December 31, 2019 to July 10, 2020, the results of our GARCH analysis show that liquidity in stock markets of all the sampled countries hit hard by the news of the Covid-19 outbreak. We find that for all sampled countries increase in illiquidity due to temporary shocks reverts to long …

Impact Of Moral Injury On Work Performance In Nurses Following The Covid-19 Surges, Annette Callis, Trisha Saul, Ross Bindler

Articles, Abstracts, and Reports

Background

Moral Injury (MI) was defined by Jonathan Shay in 1994 as committing acts that betray one’s moral compass in high-stakes situations, while under the authority of another, that severely affect one’s well-being. MI was measured solely in the military prior to the COVID pandemic.

Aims

1.Explore the relationship between moral injury (MI) and perceived work performance in hospital nurses following the pandemic surges. 2. Determine relationships between MI and select participant demographics and between work performance and select demographics.

Sample

A convenience sample of 191 nurses from seven Southern California Hospitals participated in the study from March to June …

Fake News And The Covid-19 Pandemic, Susan Drucker, Russell Chun, Mario A. Murillo

Proceedings of the New York State Communication Association

As the world continues to tackle the raging COVID-19 pandemic, this panel explores critical issues in fake news, its implications, and evolving approaches to combat it with media literacy. Panelists will discuss themes developed dealing with international approaches to fake news explored in the newly published edited volume, Fake News: Real Issues in Modern Communication. The session will focus on the impact of misinformation and disinformation in a time of public health crises.

The Impact Of Covid-19 On Employment Characteristics, Eliana Shatkin

Theses and Dissertations

The following study examines ways in which COVID-19 has disrupted the United States labor market. My findings present disproportionately negative effects of COVID-19 on employment, labor force participation, worker absence, and weekly working hours for the female population in my sample, as well as veterans, disabled persons, and racial minorities.

Home Quarantine And Its Socio-Economic Impact On The Jordanian Society During Covid-19, D. Al-Malahmeh, A. Khasawneh, L. Akroush, S. Shweihat

Information Sciences Letters

The COVID-19 pandemic has caused immense suffering in several aspects of human life worldwide. The present study investigates the potential social and economic impacts of Covid-19 on Jordanian society during home quarantine. An online survey was distributed electronically to a sample of (1115) members of the Jordanian society. In the forty-questions, we attempted to examine the impact of the quarantine on the people on the socio-economic level using a 5- point Likert scale. The paper came out with the following findings. First, the members of the Jordanian society are affected more economically than socially; however, Jordanian women are found to …

The Effectiveness Of Movement Control Order (Mco) Phases Implementation In Malaysia, Hezlin Aryani Abd Rahman, Muhammad Akram Rahman, ‘Ain Najihah Rozaimi, Irfan Bihar Zulnahar

Malaysian Journal of Computing (MJoC)

The COVID-19 cases have taken its strike since December 2019 in Wuhan, China and then has spread to other countries. Malaysia was not excluded from this pandemic, in which the first case of COVID-19 was discovered on 25th January 2020. The disease has caused a pandemic outbreak ever since, driving many countries to close international gateways and implement lockdowns and many studies have been trying to model and forecast the rising number of Covid-19 cases worldwide. This study aimed to prove the effectiveness of Movement Control Order (MCO) phases implemented in Malaysia. From 8 MCO phases implemented in Malaysia, 5 …

Socioeconomic And Comorbid Factors Affecting Mortality And Length Of Stay In Covid-19 Patients, Adam Delora, Ashlynn Mills, David Jacobson, Brendon Cornett, William F Peacock, Anita Datta, Shane P Jenks

Faculty, Staff and Students Publications

Background The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic exposed and exacerbated health disparities between socioeconomic groups. Our purpose was to determine if age, sex, race, insurance, and comorbidities predicted patients' length of stay (LOS) in the hospital and in-hospital mortality in patients diagnosed with coronavirus disease 2019 (COVID-19) during the early pandemic. Methods Utilizing retrospective, secondarily sourced electronic health record (EHR) data for patients who tested positive for COVID-19 from HCA Healthcare facilities, predictors of LOS and in-hospital mortality were assessed using regression. LOS and in-hospital mortality were assessed using logistic regression and negative binomial regression, respectively. All …

Small Business Relief In The Time Of Covid-19: Deservingness Judgments Lead The Ppp To Failure, Blair Hendricks

Journal of Civil Rights and Economic Development

(Excerpt)

In 2020, going to the grocery store or getting a bite to eat looked a little different than usual: normal outings in 2020 required masks and temperature checks, among other safety precautions. As if patronizing businesses was not difficult enough, operating a business in 2020 could have been downright tragic. In December 2020, Steven Klein, the owner of Vision Lanes Bowling Alley, posted a tribute on his Facebook page to his beloved business. The following is an excerpt from that post:

This is NOT a political post. My sources are telling me an extension is going to be announced. …

Mitigating Covid-19 Infection Rates And Increasing Vaccination Rates For Children Ages 5-11: A Content Analysis Of How Two Hospitals’ Use Of Effective Social Media Engagement Helped To Influence A Healthier Public, Jacqueline Delorey

Honors Program Theses and Projects

The Covid-19 outbreak initiated an international public health crisis, altering our publics dependency on health organizations communication strategies and tactics. Immediate crisis communication and public health efforts were needed to mitigate panic and infectious disease across the globe. The digital marketing strategies utilized for social media began to reflect the value of accurate and timely information spread in correlation to a healthier targeted public for large health organizations. The significance of this thesis in the field of communications directly correlates to the health belief model, which is used to observe the motivation and decision-making processes that influence an individual’s choice …

Prevalence Of Mortality Among Covid-19 Patients In Kurdistan Region And Various Parts Of The World And The Role Of Ecological And Environmental Factors In Shaping Sars-Cov-2 Virulence, Muayad A. Mahmud

Polytechnic Journal

Evolutionary theories predict that virulence (host death due to a pathogen) positively associates with the pathogen transmission rates to new susceptible hosts. Severe acute respiratory syndrome coronavirus 2 (SARS- CoV-2), the causative agent of coronavirus disease 2019 (covid-19) pandemic, like other RNA viruses, has quite variable genetic content due to its unique nucleus enzymes thus mutations can continuously occur during viral replications. Phenotype variations among new viral progeny can include individuals with different replication rates, infectivity, stability in the abiotic environment, and transmission rate. Here, the rate of transmission to new susceptible hosts may be affected by the pathogen’s vitality …

Information And Communication Technology (Ict) Tools For Dissemination Of Covid19 Information: A Usage Analysis Among Information Professionals In Kwara State, Kabiru Gambari Sulaiman, Qudus Ajibola Bankole

Library Philosophy and Practice (e-journal)

The paper examined the information and communication technology (ICT) tools for dissemination of covid19 information: a usage analysis among information professionals in Kwara state. The descriptive survey design was adopted. The population of the study comprised of 120 information professionals in Kwara State. Four (4) research questions guided this study. The total enumerative sampling technique was used, and questionnaire was used to collect data for this study. Data was analyzed with descriptive statistics such as simple percentages, frequency count, mean and standard deviation. The findings revealed that most of the information professional use ICT tools for dissemination of covid-19 information …

Russia's Utilization Of The Covid-19 Pandemic: Lockdowns, Re-Sovereignization, And Disengagement From The West, Alexandra Orlova

Indiana Journal of Global Legal Studies

This article discusses the challenges that the COVID-19 pandemic poses to the current concepts of globalization, universality of human rights, and the rules-based international order. This article discusses how Russia has used the COVID-19 pandemic to accelerate its move away from Western ideas and institutions so as to solidify the power of its executive branch. In particular, this article examines the Russian Constitutional Court in its dealings with both the 2020 Russian constitutional amendments and the government's lockdown measures. This article concludes that the Russian Constitutional Court which is supposed to serve as a key guarantor of fundamental rights of …

The Covid-19 Pandemic's Influence On Rural Teacher Attrition In Northeast Alabama, Brian Thomas

College of Education

Teacher attrition is a growing problem across the United States and in Alabama. The influence of COVID-19 has complicated teacher attrition by influencing - being and decisions to remain or leave education. Increases in teacher attrition will increase teacher shortages, which impact rural schools dramatically. This study was conducted in rural nor employment decisions during COVID-19. This mixed-methods research used an explanatory, sequential design to explain the findings of teacher attrition data collected from 51 rural schools and 28 non-rural schools with a case study of current and former teachers. Twenty educators participated in interviews to expound on the results …

Going Viral: A Qualitative Analysis Of The Anti-Vaccine Movement & Social Media, Corinn Evancho Schumacher

Boise State University Theses and Dissertations

In the recent years of the rise of Web 2.0, health information has become more accessible. With this shift has come a reliance on social media to inform and educate the masses on vaccines. With the introduction of the Covid-19 vaccine, the conversation surrounding vaccines moved to the forefront of the United States’ zeitgeist from late 2021 to early 2022. In this research, I conducted a case study on the communication surrounding vaccines on social media while examining specific Facebook groups that advance the misinformation surrounding vaccines. I examined over 300 posts from four public Facebook groups in order to …

Covid-19 Vaccine Hesitancy Among Non-Refugees And Refugees In Kenya, Ryan Rego, Anthony Ngugi, Antonia Johanna Sophie Delius, Stanley Luchters, Joseph C. Kolars, Furqan B. Irfan, Eileen Weinheimer-Haus, Amina Abubakar, Reena Shah, Ji Zhu

Population Health, East Africa

Factors associated with COVID-19 vaccine hesitancy (which we define as refusal to be vaccinated when asked, resulting in delayed or non- vaccination) are poorly studied in sub-Saharan Africa and among refugees, particularly in Kenya. Using survey data from wave five (March to June 2021) of the Kenya Rapid Response Phone Survey (RRPS), a household survey representative of the population of Kenya, we estimated the self-reported rates and factors associated with vaccine hesitancy among non-refugees and refugees in Kenya. Non-refugee households were recruited through sampling of the 2015/16 Kenya Household Budget Survey and random digit dialing. Refugee households were recruited through …

Indonesian Capital Market Reaction To Jakarta’S Large Scale Social Restrictions, Nur Wahyu Catur Wicaksono, Y. Anni Aryani, Doddy Setiawan

The Indonesian Capital Market Review

This study aims to analyze the Indonesian capital market reaction to the Large-Scale Social Restrictions (PSBB) policy in Jakarta in 2020. The findings from this study can be used as a policy evaluation and as a reference to assess similar future policies to be implemented in Jakarta. Four event periods were used based on the number of times this policy was implemented in 2020. Using the event study approach and single index model method, this study used 568 companies listed on the IDX which are then divided into nine sectors. The results of this study showed that the Indonesian capital …