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Covid-19 Impacts On Refugee-Serving Ngos In Clarkston And The Atlanta Metropolitan Area, Georgia, United States, Ghazal Khaksari Jan 2025

Covid-19 Impacts On Refugee-Serving Ngos In Clarkston And The Atlanta Metropolitan Area, Georgia, United States, Ghazal Khaksari

Theses and Dissertations--Anthropology

This study provides a unique anthropological perspective on how technology, language, NGO staff, and culture intersect during emergency times, which can affect NGOs’ abilities to reach and help communities. Findings of this study emphasize the importance of equality in digital access and of available and culturally competent interpreters in reducing the gap between NGOs and refugee communities. The digital divide has played a fundamental role during the pandemic, often leading to other problems for both NGOs and refugees. This issue has taken a variety of forms in terms of access to education, language classes, community cohesion, and communication with and …


Bed Allocation Model For Infection Control During A Pandemic, Rosemary R. Seva, Dennis E. Cruz, Lourdes Marie Tejero Jan 2025

Bed Allocation Model For Infection Control During A Pandemic, Rosemary R. Seva, Dennis E. Cruz, Lourdes Marie Tejero

DLSU Business & Economics Review

This study proposes a model of allocating beds in a hospital considering infection control during a pandemic. The problem was formulated using the quadratic assignment problem (QAP) in a multi-period planning horizon. The main objective is to

minimize the spread of infection by maximizing the total distance (TD) between areas assigned to the pandemic and non- pandemic patients. Model validation using GAMS showed that the assignment of patient groups to areas is determined by

the arrival rates of patients and the area’s capacity. The model was able to identify periods when the sharing of space was more advantageous. The model’s …


Covid-19 Effects On School Choral Music Programs’ Rehearsal Instruction: Exploring Responses, Sharing Teacher Perceptions On Future Preparedness, Watson Chilala Dec 2024

Covid-19 Effects On School Choral Music Programs’ Rehearsal Instruction: Exploring Responses, Sharing Teacher Perceptions On Future Preparedness, Watson Chilala

Doctoral Dissertations and Projects

The US experienced increased hospitalizations resulting from a resurgence of COVID-19 infections from Late July to mid-September 2023. Among educators and parents, the trend brought back memories of government school closures and their school instruction-related repercussions. This qualitative holistic case study explored how school choral music directors perceive their choral music programs' preparedness to mitigate instruction-related losses should future pandemics or long-term disruptions to instruction occur. The study examined relevant literature vis-a-vis journal articles and books and conducted open-ended interviews online, by phone, and in person. This study can empower choral music education with teaching strategies to improve SCMPs’ future …


Elevated Ambient Temperature Associated With Reduced Infectious Disease Test Positivity Rates: Retrospective Observational Analysis Of Statewide Covid-19 Testing And Weather Across California Counties., Nicholas Wing-Ping Kwok, Joshua Pevnick, Keith Feldman Dec 2024

Elevated Ambient Temperature Associated With Reduced Infectious Disease Test Positivity Rates: Retrospective Observational Analysis Of Statewide Covid-19 Testing And Weather Across California Counties., Nicholas Wing-Ping Kwok, Joshua Pevnick, Keith Feldman

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: From medication usage to the time of day, a number of external factors are known to alter human body temperature (BT), even in the absence of underlying pathology. In select cases, clinical guidance already suggests the consideration of clinical and demographic factors when interpreting BT, such as a decreased threshold for fever as age increases. Recent work has indicated factors impacting BT extend to environmental conditions including ambient temperature. However, the effect sizes of these relationships are often small, and it remains unclear if such relationships result in a meaningful impact on real-world health care practices.

OBJECTIVE: Temperature remains …


K-12 Education And The Covid-19 Pandemic, Candice Beasley Dec 2024

K-12 Education And The Covid-19 Pandemic, Candice Beasley

Dissertations

This quantitative study aimed to explore how schoolwide closures during the COVID-19 pandemic affected student academic performance in selected Mississippi school districts and to examine the instructional strategies schools used during these closures. While there has been global research on the pros and cons of different teaching methods during and after the pandemic, specific data for Mississippi is still limited.

The researcher collected publicly available data from the Mississippi Department of Education. Student performance results from the Mississippi Academic Assessment Program (MAAP) for the years 2019 to 2021 were analyzed to see if academic performance changed due to the pandemic …


Online Self-Directed Learning About Covid By Custodial Fathers In The U.S., Susan Bradley Dec 2024

Online Self-Directed Learning About Covid By Custodial Fathers In The U.S., Susan Bradley

Graduate Theses and Dissertations

The COVID pandemic was a time of unprecedented need for self-directed learning due to a conflagration of factors. These included the rapid global spread of the virus, leading to over 1.8 million deaths worldwide in 2020 alone according to the World Health Organization. In addition, traditional authorities such as the World Health Organization and U.S. Centers for Disease Control, along with individual health practitioners and institutions, failed to calm the panic due to a lack of agreement about recommended protections and treatments.

Simultaneously, due to COVID’s strain on the healthcare system, people were urged to refrain from visiting their doctors …


Assessing Knowledge And Preventive Practices Regarding Infectious Diseases Among Healthcare Workers In Hail City, Saudi Arabia, Sandro Costanilla Villareal Nov 2024

Assessing Knowledge And Preventive Practices Regarding Infectious Diseases Among Healthcare Workers In Hail City, Saudi Arabia, Sandro Costanilla Villareal

Jurnal Keperawatan Indonesia

Studies suggest that there may be gaps in knowledge and compliance with infection control measures among healthcare workers in Saudi Arabia. This study aimed to determine the knowledge of, and preventive measures employed by the healthcare workers in Hail City, Saudi Arabia, regarding infectious diseases. A cross-sectional design was employed, and the study participants were 265 healthcare workers aged 18 or older who were currently employed at government hospitals, involved in patient care or essential healthcare services, and fluent in English. Healthcare workers on leave, with cognitive impairments, with language barriers, or who refused to participate in the study were …


Berries In Baskets Versus Apples In Crates: Arguing For Ecocentrism In A Post-Covid World, Abhik Gupta Nov 2024

Berries In Baskets Versus Apples In Crates: Arguing For Ecocentrism In A Post-Covid World, Abhik Gupta

Budhi: A Journal of Ideas and Culture

The global outbreak of COVID-19 has raised questions about human relationships with nature vis-à-vis development models that are largely followed worldwide. Conservation biologist Raymond F. Dasmann introduced the concept of “ecosystem people” to describe predominantly rural communities who largely depend on the resources available in one or a few ecosystems around them. These societies are also characterized by their close relationships with nature and their ecocentric worldviews. However, the world today is dominated by “biosphere people” who populate the urban areas and typically use resources extracted from all over the world. This biosphere model of existence has also given rise …


Risk Factors Of Covid-19 Infection Among Health Workers Post-Vaccination In Jakarta, Rahmat Saputra, Nurhayati Adnan Prihartono, Mondastri Korib Sudaryo, Renti Mahkota, Yeni Devita, Ni Wayan Deisy Arisanti Nov 2024

Risk Factors Of Covid-19 Infection Among Health Workers Post-Vaccination In Jakarta, Rahmat Saputra, Nurhayati Adnan Prihartono, Mondastri Korib Sudaryo, Renti Mahkota, Yeni Devita, Ni Wayan Deisy Arisanti

Kesmas

One of the best approaches to stop the COVID-19 pandemic is vaccination. In Indonesia, the first round of vaccinations was prioritized for health workers on January 14, 2021 (first dose) and March 1, 2021 (second dose). However, some health workers who have been vaccinated were found to be reinfected after receiving the second dose. This cross-sectional study examined the risk factors for COVID-19 infection among health workers after vaccination using secondary and primary data. The data analysis was carried out in univariate (examining the frequency distribution and proportion of independent variables), bivariate (Chi-square test to explore the relationship between independent …


Patients' Perceptions: A Group Differences Study Twelve Months Before And Twelve Months During A Worldwide Pandemic, Nancy B. Valla Nov 2024

Patients' Perceptions: A Group Differences Study Twelve Months Before And Twelve Months During A Worldwide Pandemic, Nancy B. Valla

Patient Experience Journal

Objective: The COVID-19 pandemic subjected healthcare systems' to decreasing operational margins, enhanced regulatory scrutiny, and challenges related to patients' expectations. Until now, there was a lack of empirical evidence studying patients' perceptions prior to versus deep immersion into the pandemic. Methods: This quantitative non-experimental ex post facto causal-comparative study examined if and to what extent there were significant differences in patients' perceptions of the nurses' communications, doctors' communications, overall hospital rating, and willingness to recommend before versus during the COVID-19 pandemic for HCAHPS participating hospitals in California. The final sample size was 292 facilities grouped by two identically …


An Exploration Of Turnover Intentions Of Substance Abuse Treatment Rns During The Covid-19 Pandemic: A Qualitative Study, Ciara Patrice Jones Sep 2024

An Exploration Of Turnover Intentions Of Substance Abuse Treatment Rns During The Covid-19 Pandemic: A Qualitative Study, Ciara Patrice Jones

Doctoral Dissertations and Projects

The COVID-19 pandemic has affected nurses working in many different settings. As they were frequently the last personnel left at the frontline during COVID-19, nurses’ experiences provide distinctive narratives in the alcohol and other drug treatment workforce. Since the COVID-19 pandemic, nurses working in a substance abuse treatment setting have experienced significantly increased stressors, including fear and anxiety, the lack of personal protective equipment (PPE), and a lack of workforce sustainability. Therefore, this generic qualitative study explored the perceptions and experiences of nurses working in a substance abuse treatment program on the barriers in their workforce that influence their turnover …


Examining The Influence Of Students’ Mental Health Problems On Their Social And Emotional Health: Perspectives Of Counselors And Mental Health Therapists In A Post-Pandemic World, Brandi Leigh Newsom Sep 2024

Examining The Influence Of Students’ Mental Health Problems On Their Social And Emotional Health: Perspectives Of Counselors And Mental Health Therapists In A Post-Pandemic World, Brandi Leigh Newsom

Student Theses and Dissertations

Examining the Influence of Students’ Mental Health Problems on Their Social and Emotional Health: Perspectives of Counselors and Mental Health Therapists in a Post-Pandemic World This qualitative phenomenological study explored the influence mental health issues have on social emotional learning in the public-school setting. The problem addressed in this study was the increased need for mental health resources and awareness in the school setting. By assessing the perspectives of school counselors and mental health therapists, awareness and resources can help students who are struggling with social-emotional needs. The guiding theoretical framework that served as the basis for this study was …


Lessons Learnt From Broad-Spectrum Coronavirus Antiviral Drug Discovery, Andrew A Bolinger, Jun Li, Xuping Xie, Hongmin Li, Jia Zhou Sep 2024

Lessons Learnt From Broad-Spectrum Coronavirus Antiviral Drug Discovery, Andrew A Bolinger, Jun Li, Xuping Xie, Hongmin Li, Jia Zhou

Faculty, Staff and Student Publications

Introduction: Highly pathogenic coronaviruses (CoVs), such as severe acute respiratory syndrome CoV (SARS-CoV), Middle East respiratory syndrome CoV (MERS-CoV), and the most recent SARS-CoV-2 responsible for the COVID-19 pandemic, pose significant threats to human populations over the past two decades. These CoVs have caused a broad spectrum of clinical manifestations ranging from asymptomatic to severe distress syndromes (ARDS), resulting in high morbidity and mortality.

Areas covered: The accelerated advancements in antiviral drug discovery, spurred by the COVID-19 pandemic, have shed new light on the imperative to develop treatments effective against a broad spectrum of CoVs. This perspective discusses strategies and …


Comparison Of Bulut Index-Beta Method And Global Health Security Index: Results From World Countries, Tevfi̇k Bulut, Mehmet Top, Murat Atan, Burkay Genç Aug 2024

Comparison Of Bulut Index-Beta Method And Global Health Security Index: Results From World Countries, Tevfi̇k Bulut, Mehmet Top, Murat Atan, Burkay Genç

Turkish Journal of Medical Sciences

Background/aimThe Global Health Security Index (GHSI), which is used to assess global health security preparedness level of countries, and Bulut Index-Beta (BI-β) method, developed as a multi-criteria decision-making method, were compared in terms of global health security in the context of world countries. Thus, it is aimed to demonstrate feasibility of BI-β method by testing it on GHSI datasets and then to contribute to methodological development of GHSI.Materials and methodsData set of the study consists of the publicly available GHSI data set, which allows for comparative evaluation of countries. BI-β method and GHSI were used to compare countries in terms …


The Experience Of Middle School Special Education Teachers In New Jersey Teaching Virtually During Covid-19, Yolanda Henderson Aug 2024

The Experience Of Middle School Special Education Teachers In New Jersey Teaching Virtually During Covid-19, Yolanda Henderson

Doctoral Dissertations and Projects

The purpose of this transcendental phenomenological study is to describe the experiences of middle school special education teachers working remotely in New Jersey during the COVID-19 pandemic. The conceptual framework that guided this study was Schlossberg’s Transition Theory. Schlossberg's Transition Theory refers to events that result in a change of relationships, routines, assumptions, or roles. This theory allowed me to see the various phases such as moving in, through, and out of the COVID-19 pandemic. Recognizing how the pandemic affected the relationships, routines, and roles of teachers made it easy to understand how this theory related directly to the pandemic. …


The Transition From In Person Sessions To Telemental Health Sessions For College Counseling Center Counselors, Katherine L. Karimian Aug 2024

The Transition From In Person Sessions To Telemental Health Sessions For College Counseling Center Counselors, Katherine L. Karimian

Doctoral Dissertations

This study was conducted by applying Interpretative Phenomenological Analysis (IPA) to explore the lived experiences of college counseling center (CCC) counselors during their rapid switch from in person to online services as a result of university and colleges moving to remote education during the peak of the COVID-19 pandemic (~March 2020 - August 2021). Six participants from different regions of the United States were interviewed via Zoom and analyzed through IPA. There were five themes that emerged:Blurred work/home boundaries, interpersonal relationships within work setting, adapting to teletherapy, impact of teletherapy on services, and preferring remote work. Emergent subthemes were parenting, …


Improving Home Designs For Disease Prevention In Gated Communities And Satisfying Living Space Needs In Egypt: A Post-Pandemic Living Assessment, A. Moustafa Kamel Neveen Youssef Azmy, Shahira Sharaf Eldin Jul 2024

Improving Home Designs For Disease Prevention In Gated Communities And Satisfying Living Space Needs In Egypt: A Post-Pandemic Living Assessment, A. Moustafa Kamel Neveen Youssef Azmy, Shahira Sharaf Eldin

Journal of Engineering Research

Abstract Pandemics such as SARS and COVID-19 have highlighted the importance of preventing and controlling diseases. Virus transmission in residential buildings, especially multi-unit apartment complexes, has prompted calls for innovative housing designs. While Western countries prioritize physical and mental health in residential building design, China focuses on comfort, aesthetics, appearance, and lifestyle.


Pengaruh Covid-19 Terhadap Imbal Hasil Saham Perusahaan Sektor Kesehatan, Teknologi, Keuangan, Transportasi Dan Logistik Yang Terdaftar Di Bursa Efek Indonesia Periode Januari – Mei 2020, Ghina Salsabila, Eko Rizkianto Jun 2024

Pengaruh Covid-19 Terhadap Imbal Hasil Saham Perusahaan Sektor Kesehatan, Teknologi, Keuangan, Transportasi Dan Logistik Yang Terdaftar Di Bursa Efek Indonesia Periode Januari – Mei 2020, Ghina Salsabila, Eko Rizkianto

Jurnal Manajemen dan Usahawan Indonesia

This study aims to explore the impact of Covid-19 confirmed cases and Covid-19 death cases on stock return of healthcare, technology, finance, transportation, and logistic sector companies listed on Indonesia Stock Exchange in January – May 2020. Using panel data regression method, the study found that Covid-19 confirmed cases significantly affect stock return of healthcare, technology, finance, transportation, and logistic sector companies. However, there are no significant impact of Covid-19 death cases on stock return of healthcare, technology, finance, transportation, and logistic sector companies.


A Qualitative Descriptive Study Of Therapists And Their Work With Socially Isolated Female Victims Of Sexual Violence Amid The Covid-19 Pandemic, Iris Lazette Saldivar Jun 2024

A Qualitative Descriptive Study Of Therapists And Their Work With Socially Isolated Female Victims Of Sexual Violence Amid The Covid-19 Pandemic, Iris Lazette Saldivar

Doctoral Dissertations and Projects

The purpose of this qualitative descriptive study was to assess the experiences of therapists and the descriptions of their navigation processes while working with female victims of sexual violence who were socially isolated during the COVID-19 pandemic in the state of Texas. The theory that guided this study was the theoretical framework of loneliness, social isolation, and associated health outcomes. The research study focuses on two research questions that sought to examine the experiences and navigation of virtual treatment of therapists who provided counseling during the COVID-19 pandemic from March 2020 to March 2022. This study sought to find a …


Strengthening U.S. Jail Systems’ Response To Infectious Diseases: An Evaluation Of The Covid-19 Pandemic, Erinn Bacchus Jun 2024

Strengthening U.S. Jail Systems’ Response To Infectious Diseases: An Evaluation Of The Covid-19 Pandemic, Erinn Bacchus

Dissertations and Theses

Jails across the United States were struck with increased infections and deaths during the COVID-19 pandemic. Studies have shown the structural make up of jails, lack of preparedness plans, and overcrowding contributed to health risks and poor health outcomes both inside jails and local communities. Yet little research has been dedicated to strengthening jail responses to infectious disease outbreaks spanning prevention measures, data collection, and reentry planning. Gaps include information on the (1) myriad infectious disease mitigation strategies used in jails and adherence to CDC prevention guidelines, (2) development of a standardized epidemiologic surveillance system, and (3) experiences working at …


Internet Drug Prohibition And The Opioid Overdose Crisis, Benjamin A. Barsky Jun 2024

Internet Drug Prohibition And The Opioid Overdose Crisis, Benjamin A. Barsky

Washington Law Review

The Ryan Haight Online Pharmacy Consumer Protection Act (Ryan Haight Act) prohibits controlled substance tele-prescribing when it occurs without a preliminary in-person medical evaluation. This Article details the Ryan Haight Act’s consequences for the practice of telemedicine in general and opioid addiction treatment in particular. In doing so, it builds on literature exploring the tension between the federal criminal regulation of controlled substance prescribing and the management of large-scale public health crises, particularly the opioid overdose crisis.

By restricting the tele-prescription of certain controlled substances used for opioid addiction treatment, the Ryan Haight Act limits access to care for a …


Short- And Long-Term Predicted And Witnessed Consequences Of Digital Surveillance During The Covid-19 Pandemic: Scoping Review, Leigha Comer, Lorie Donelle Phd, Rn, Fcan, Bradley Hiebert, Maxwell J. Smith, Anita Kothari, Saverio Stranges, Jason Gilliland, Jed Long, Jacquelyn Burkell, Jacob J. Shelley, Jodi Hall, James Shelley, Tommy Cooke, Marionette Ngole Dione, Danica Facca May 2024

Short- And Long-Term Predicted And Witnessed Consequences Of Digital Surveillance During The Covid-19 Pandemic: Scoping Review, Leigha Comer, Lorie Donelle Phd, Rn, Fcan, Bradley Hiebert, Maxwell J. Smith, Anita Kothari, Saverio Stranges, Jason Gilliland, Jed Long, Jacquelyn Burkell, Jacob J. Shelley, Jodi Hall, James Shelley, Tommy Cooke, Marionette Ngole Dione, Danica Facca

Publications

BACKGROUND: The COVID-19 pandemic has prompted the deployment of digital technologies for public health surveillance globally. The rapid development and use of these technologies have curtailed opportunities to fully consider their potential impacts (eg, for human rights, civil liberties, privacy, and marginalization of vulnerable groups). OBJECTIVE: We conducted a scoping review of peer-reviewed and gray literature to identify the types and applications of digital technologies used for surveillance during the COVID-19 pandemic and the predicted and witnessed consequences of digital surveillance. METHODS: Our methodology was informed by the 5-stage methodological framework to guide scoping reviews: identifying the research question; identifying …


The Cure For World Peace: A Public Health Strategy, Eva Eleftheriadis May 2024

The Cure For World Peace: A Public Health Strategy, Eva Eleftheriadis

Undergraduate Honors Theses

Health and the environment impact the security and stability of the global community, as can be seen through the effects of pandemics and climate change. This paper attempts to address these factors by helping create a preventative strategy for countries to be better equipped to face these challenges, and decrease the extent of future manifestations. Starting with a comparative analysis of the Black Death and the COVID-19 pandemic, this paper explores the relationship that exists between health, the environment, and human behavior. The analysis suggests that when these aspects are mutually beneficial, there is an increase in human security, which …


Safeguarding The Pandemic Agreement From Disinformation, Alexandra Finch, Kevin A. Klock, Lawrence O. Gostin, Sam F. Halabi, Sarah A. Wetter May 2024

Safeguarding The Pandemic Agreement From Disinformation, Alexandra Finch, Kevin A. Klock, Lawrence O. Gostin, Sam F. Halabi, Sarah A. Wetter

Georgetown Law Faculty Publications and Other Works

Complicating the negotiation of a global pandemic treaty has been a sustained disinformation campaign worldwide to undermine the agreement by making and amplifying spurious assertions about what it intends to accomplish and how it will do so. Central to the disinformation campaign are erroneous claims about national sovereignty and forcible takings of pandemic countermeasures. Further, legitimate and unfounded unease concern weakened intellectual property (IP) and speech rights. Having followed the negotiations and provided technical assistance to the World Health Organization's (WHO's) leadership, we set the record straight in several key areas.


When The Fear Sinks In: The Politics Of Paranoia In The Wake Of Covid-19, Samantha G. Minear May 2024

When The Fear Sinks In: The Politics Of Paranoia In The Wake Of Covid-19, Samantha G. Minear

Senior Theses

This project begins in January 2021 – a period henceforth known as ‘post-pandemic’ – following the release of the first COVID-19 vaccines in Europe (AstraZeneca) and the United States (Pfizer). While the pandemic is still ongoing as of December 2023, the release of vaccines heralded a new era more reminiscent of a time before March 2020: less (or no) mask mandates, a reduced emphasis on social distancing, and a positive shift in social opinion towards prophylactic vaccination. During my time as an American studying international politics, I have observed a positive correlation between time passed since January 2021 and the …


Bird Flu Spreading To Farmed Mammals In The Us, Andrew N. Rowan, Hope Ferdowsian M.D., M.P.H. May 2024

Bird Flu Spreading To Farmed Mammals In The Us, Andrew N. Rowan, Hope Ferdowsian M.D., M.P.H.

WellBeing News

The more mammalian species infected by bird flu, the greater the threat of a new pandemic.


Exploring Influencing Factors On The Adoption Of Non-Pharmaceutical Interventions During Pandemics: Covid-19 As An Example., Ahmed Abdulmohsen I Alobaydullah May 2024

Exploring Influencing Factors On The Adoption Of Non-Pharmaceutical Interventions During Pandemics: Covid-19 As An Example., Ahmed Abdulmohsen I Alobaydullah

Electronic Theses and Dissertations

Background: Pandemics are associated with loss of life, hospitalizations, and disruption to people’s social and economic lives. As the 2019 pandemic illustrates, COVID-19 can be prevented by pharmaceutical and non-pharmaceutical interventions (NPIs). Recommended measures such as wearing a mask, washing hands, social distancing, and self-quarantine have been proven to curb the spread of the coronavirus. Identifying the factors associated with adherence to NPIs is the first step in understanding which levers of change to pull when designing health promotion interventions such as health communication campaigns. This dissertation explores these factors and proposes a health communication framework during pandemics. Research Questions: …


A Comparative Analysis Of Hiv/Aids In France And The United States: Historical Context And Preventative Actions, Rebecca A. Liebsack May 2024

A Comparative Analysis Of Hiv/Aids In France And The United States: Historical Context And Preventative Actions, Rebecca A. Liebsack

Honors Program: Senior Projects (Public)

The HIV/AIDS pandemic is the result of transmission of a zoonotic disease known as simian immunodeficiency virus. The pandemic has had profound social and economic consequences and continues to be present today. France and the United States’ response to the discovery of HIV will be compared and the impact that HIV/AIDS had on their countries and future responses. They had rather similar responses, however, the United States had a slower initial response compared to France. Both had similar takeaways such as aiming at improving prevention and utilizing tactics developed during the start of the pandemic like frequent testing and vaccines.


Covid-19 And Unemployment Dynamics: A Regional Analysis In The United States, Keesha Queenie St. John May 2024

Covid-19 And Unemployment Dynamics: A Regional Analysis In The United States, Keesha Queenie St. John

Theses

The influence of the COVID-19 pandemic on unemployment rates in several US locations is examined in this research article. We investigate the intricate relationships between COVID-19 cases, mortality, GDP per capita, and unemployment rates through a thorough study of the data. The study sheds insight into the complex interaction between health crises and labor markets by revealing considerable differences in how these factors affect unemployment in various geographic locations.Unexpectedly, key findings show that places with higher COVID-19 cases frequently have lower unemployment rates. This trend is related to several variables, including critical sectors and public health activities. The positive correlation …


Observational Analysis For Predicting Initial Spikes In Testing Volume Of Cohorts Inside And Outside Of A Regional Covid-19 Screening Program, Adam M. Franks, Seth Bergeron, Tammy Bannister, Justin Spradling, Tamara Lowe, Paris Johnson, Rajan Lamichhane, Stephen M. Petrany Apr 2024

Observational Analysis For Predicting Initial Spikes In Testing Volume Of Cohorts Inside And Outside Of A Regional Covid-19 Screening Program, Adam M. Franks, Seth Bergeron, Tammy Bannister, Justin Spradling, Tamara Lowe, Paris Johnson, Rajan Lamichhane, Stephen M. Petrany

Marshall Journal of Medicine

BACKGROUND Containing the highly contagious SARs-CoV-2 pathogen requires a safe and effective screening program. The aim of this observational cohort study is to analyze a regional testing center and identify factors predicting testing rates that direct supply and staffing needs.

METHODS A drive-through SAR-CoV-2 regional testing facility was created. Number of tests and positive results were collected for eighteen months. Data for testing demand was compared to positive results, percent positive rates (PPR), known external factors, and county PPR. Dissimilarities were contrasted with dynamic time warp and a detailed agreement analysis. The Grainger’s test was utilized to assess the degree …