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Wastewater-Informed Public Health Intervention Playbook

Sustain Magazine

As the SARS-CoV-2 pandemic quickly spread from country to country and continent to continent in 2020, governments and scientists needed a way to track COVID-19 through populations in order to position public health interventions in the most impactful locations. Having a decision-based risk framework may help to guide policy creation that could minimize or prevent possible outbreaks and surges of infection within communities. The University of Louisville in partnership with Louisville’s Department of Public Health and Wellness tested this strategy in 2021 and 2022. This Wastewater-Informed Public Health Intervention Playbook describes the decisions and actions of that academic and public …

American Indians And Covid-19: Morbidity And Mortality Disparities Among Indigenous Populations In The Rural South, Leslie Musshafen, Thomas E. Dobbs, Aaron Robinson, Thomas Wyatt, Michael Puskarich, Richard Summers, Seth Lirette, Caroline Compretta

Journal of Public Health in the Deep South

Background The COVID-19 pandemic has highlighted health inequities among indigenous populations, with those in rural settings facing compounded barriers.Purpose To investigate morbidity and mortality experiences among hospitalized, COVID-19+ American Indian adults from rural and urban settings.Methods The described cross-sectional study used retrospective discharge data from the University of Mississippi Medical Center and Hennepin County Medical Center. Adults (≥ age 18) admitted from January 1, 2020 to August 8, 2021with a COVID-19 diagnosis and known race were included.Results A total of 3,659 inpatients met inclusion criteria. Among adults hospitalized with COVID-19 at the University of Mississippi Medical Center, American Indians (n=73) …

2022-09-20_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus/stats/coronavirus-symptoms. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated twice a week on Mondays and Thursdays.

Syndromic Surveillance System data is obtained from approximately 216 facilities participating in syndromic surveillance (139 Emergency Departments (ED), 77 Urgent Cares) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, triage notes, …

Effect Of The Tokyo 2020 Summer Olympic Games On Covid-19 Incidence In Japan: A Synthetic Control Approach, Daisuke Yoneoka, Akifumi Eguchi, Kentato Fukumoto, Takayuki Kawashima, Yuta Tanoue, Takahiro Tabuchi, Hiroaki Miyata, Cyrus Ghaznavi, Kenji Shibuya, Shuhei Nomura

2020-Current year OA Pubs

BACKGROUND: The Tokyo 2020 Summer Olympic Games (23 July-8 August 2021) were held in the middle of Japan's fifth wave of COVID-19, when the number of cases was on the rise, and coincided with the fourth state of emergency implemented by the host city, Tokyo.

AIM: This study aimed to assess whether the hosting of the Games was associated with a change in the number of COVID-19 cases in Japan using a synthetic control method.

METHODS: A weighted average of control countries with a variety of predictors was used to estimate the counterfactual trajectory of daily COVID-19 cases per 1 …

Where Have All The Flowers Gone? A Multicenter Investigation Of Frequent Users Of Midwest Emergency Department Services During The Covid-19 Stay-At-Home Orders., Howard W Levitin, Bruce G Jones, Marie M Lockhart, Christopher M Lloyd, Meenal D Sharkey, Paul A Willette, Andrew F Kalnow

Ambulatory and Primary Care Articles

INTRODUCTION: In this study we aimed to determine the impact of the mandatory coronavirus disease 2019 (COVID-19) pandemic stay-at-home order on the proportional makeup of emergency department (ED) visits by frequent users and super users.

METHODS: We conducted a secondary analysis of existing data using a multisite review of the medical records of 280,053 patients to measure the impact of the COVID-19 pandemic stay-at-home order on ED visits. The primary outcomes included analysis before and during the lockdown in determining ED use and unique characteristics of non-frequent, frequent, and super users of emergency services.

RESULTS: During the mandatory COVID-19 stay-at-home …

Curating A Knowledge Base For Individuals With Coinfection Of Hiv And Sars-Cov-2: A Study Protocol Of Ehr-Based Data Mining And Clinical Implementation, Chen Liang, Sharon Weissman, Bankole Olatosi, Eric G. Poon, Michael E. Yarrington, Xiaoming Li Ph.D.

Faculty Publications

Introduction Despite a higher risk of severe COVID-19 disease in individuals with HIV, the interactions between SARS-CoV-2 and HIV infections remain unclear. To delineate these interactions, multicentre Electronic Health Records (EHR) hold existing promise to provide fullspectrum and longitudinal clinical data, demographics and sociobehavioural data at individual level. Presently, a comprehensive EHR-based cohort for the HIV/SARS-CoV-2 coinfection has not been established; EHR integration and data mining methods tailored for studying the coinfection are urgently needed yet remain underdeveloped. Methods and analysis The overarching goal of this exploratory/developmental study is to establish an EHR-based cohort for individuals with HIV/SARS-CoV-2 coinfection and …

Covid-19 And Children, Carl A Pierce, Kevan C Herold, Betsy C Herold, Janet Chou, Adrienne Randolph, Binita Kane, Sammie Mcfarland, Deepti Gurdasani, Christina Pagel, Peter Hotez, Sarah Cobey, Scott E Hensley

Center for Medical Ethics and Health Policy Staff Publications

There has been substantial research on adult COVID-19 and how to treat it. But how do severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections afflict children? The COVID-19 pandemic has yielded many surprises, not least that children generally develop less severe disease than older adults, which is unusual for a respiratory disease. However, some children can develop serious complications from COVID-19, such as multisystem inflammatory syndrome in children (MIS-C) and Long Covid, even after mild or asymptomatic COVID-19. Why this occurs in some and not others is an important question. Moreover, when children do contract COVID-19, understanding their role in …

Imm-Bcp-01, A Patient-Derived Anti-Sars-Cov-2 Antibody Cocktail, Is Active Across Variants Of Concern Including Omicron Ba.1 And Ba.2, Pavel A Nikitin, Suzanne M Scheaffer, Michael S Diamond, Et Al

2020-Current year OA Pubs

Monoclonal antibodies are an efficacious therapy against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). However, rapid viral mutagenesis led to escape from most of these therapies, outlining the need for an antibody cocktail with a broad neutralizing potency. Using an unbiased interrogation of the memory B cell repertoire of patients with convalescent COVID-19, we identified human antibodies with broad antiviral activity in vitro and efficacy in vivo against all tested SARS-CoV-2 variants of concern, including Delta and Omicron BA.1 and BA.2. Here, we describe an antibody cocktail, IMM-BCP-01, that consists of three patient-derived broadly neutralizing antibodies directed at nonoverlapping surfaces …

2022-09-06_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus/stats/coronavirus-symptoms. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated twice a week on Mondays and Thursdays.

Syndromic Surveillance System data is obtained from approximately 216 facilities participating in syndromic surveillance (139 Emergency Departments (ED), 77 Urgent Cares) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, triage notes, …

Eliminating Covid-19 Related Birth Disparities Through Telehealth, Thometta Cozart, Jennie Joseph, Uzoamaka Nwafor, Shambria Davis, Kendra Ippel, Deanna Wathington

Journal of Health Disparities Research and Practice

Out of 36 developed countries, the U.S. ranks 33 for infant mortality. In the U.S, the infant mortality rates occur at higher rates among African Americans. Black infants have a higher likelihood to die from low birth weights or other birth-related complications compared to White infants. Furthermore, some of these women reside in unsafe pregnancy areas also known as “materno toxic” zones which are characterized by the presence of crime, food insecurity etc. Though Black mothers are 2.3 times more likely to receive late or no prenatal care compared to White mothers, the COVID-19 pandemic exacerbated these issues by making …

Pre-Exposure To Mrna-Lnp Inhibits Adaptive Immune Responses And Alters Innate Immune Fitness In An Inheritable Fashion, Zhen Qin, Aurélie Bouteau, Christopher Herbst, Botond Z. Igyártó

Department of Microbiology and Immunology Faculty Papers

Hundreds of millions of SARS-CoV-2 mRNA-LNP vaccine doses have already been administered to humans. However, we lack a comprehensive understanding of the immune effects of this platform. The mRNA-LNP-based SARS-CoV-2 vaccine is highly inflammatory, and its synthetic ionizable lipid component responsible for the induction of inflammation has a long in vivo half-life. Since chronic inflammation can lead to immune exhaustion and non-responsiveness, we sought to determine the effects of pre-exposure to the mRNA-LNP on adaptive immune responses and innate immune fitness. We found that pre-exposure to mRNA-LNPs or LNP alone led to long-term inhibition of the adaptive immune response, which …

Clinical Practice Guidelines From The Association For The Advancement Of Blood And Biotherapies (Aabb): Covid-19 Convalescent Plasma, Lise J. Estcourt, Claudia S. Cohn, Monica B. Pagano, Claire Iannizzi, Nina Kreuzberger, Nicole Skoetz, Elizabeth S. Allen, Evan M. Bloch, Gregory Beaudoin, Arturo Casadevall, Dana V. Devine, Farid Foroutan, Thomas J. Gniadek, Ruchika Goel, Jed Gorlin, Brenda J. Grossman, Michael J. Joyner, Ryan A. Metcalf, Jay S. Raval, Todd W. Rice, Ralph R. Vassallo, Jeffrey L. Winters, Aaron A R Tobian, Beth H. Shaz

Pathology Research and Scholarship

DESCRIPTION: Coronavirus disease 2019 convalescent plasma (CCP) has emerged as a potential treatment of COVID-19. However, meta-analysis data and recommendations are limited. The Association for the Advancement of Blood and Biotherapies (AABB) developed clinical practice guidelines for the appropriate use of CCP.

METHODS: These guidelines are based on 2 living systematic reviews of randomized controlled trials (RCTs) evaluating CCP from 1 January 2019 to 26 January 2022. There were 33 RCTs assessing 21 916 participants. The results were summarized using the GRADE (Grading of Recommendations Assessment, Development and Evaluation) method. An expert panel reviewed the data using the GRADE framework …

Preadmission Testing For Covid-19 As A Screening Strategy: A Retrospective Chart Review From A Tertiary Hospital In Kenya, David Odada, James Ndai, Jemimah Kimeu, Jasmit Shah, Reena Shah

School of Nursing & Midwifery, East Africa

Background: Since COVID-19 was declared a pandemic in March 2020, hospitals and patient care facilities have faced challenges in protecting healthcare workers and patients from being exposed to the infection. The main challenge has been how exposure to COVID-19 can be controlled when asymptomatic patientscan transmit the infection. This study aims to evaluate pre-admission testing of COVID-19 in patients at the Aga Khan University Hospital, Nairobi as a screening strategy for understanding, preventing and controlling exposure to COVID-19.

Methods: This was a descriptive retrospective chart review study that analysed the incidence of COVID-19, incidental detection of laboratory-confirmed COVID-19 …

Estimating R0 From Early Exponential Growth: Parallels Between 1918 Influenza And 2020 Sars-Cov-2 Pandemics, Grant Foster, Bret D. Elderd, Robert L. Richards, Tad Dallas

Faculty Publications

The large spatial scale, geographical overlap, and similarities in transmission mode between the 1918 H1N1 influenza and 2020 SARS-CoV-2 pandemics together provide a novel opportunity to investigate relationships between transmission of two different diseases in the same location. To this end, we use initial exponential growth rates in a Bayesian hierarchical framework to estimate the basic reproductive number, R0, of both disease outbreaks in a common set of 43 cities in the United States. By leveraging multiple epidemic time series across a large spatial area, we are able to better characterize the variation in R0 across the United States. Additionally, …

Estimating R0 From Early Exponential Growth: Parallels Between 1918 Influenza And 2020 Sars-Cov-2 Pandemics, Grant Foster, Bret D. Elderd, Robert L. Richards, Tad Dallas

Faculty Publications

The large spatial scale, geographical overlap, and similarities in transmission mode between the 1918 H1N1 influenza and 2020 SARS-CoV-2 pandemics together provide a novel opportunity to investigate relationships between transmission of two different diseases in the same location. To this end, we use initial exponential growth rates in a Bayesian hierarchical framework to estimate the basic reproductive number, R₀, of both disease outbreaks in a common set of 43 cities in the United States. By leveraging multiple epidemic time series across a large spatial area, we are able to better characterize the variation in R₀ across the …

The Role Of Booster Vaccination And Ongoing Viral Evolution In Seasonal Circulation Of Sars-Cov-2, A.N.M. Kraay, M.E. Gallagher, Y. Ge, P. Han, J.M. Baker, K. Koelle, A. Handel, B.A. Lopman

Faculty Publications

Periodic resurgences of COVID-19 in the coming years can be expected, while public health interventions may be able to reduce their intensity. We used a transmission model to assess how the use of booster doses and non-pharmaceutical interventions (NPIs) amid ongoing pathogen evolution might influence future transmission waves. We find that incidence is likely to increase as NPIs relax, with a second seasonally driven surge expected in autumn 2022. However, booster doses can greatly reduce the intensity of both waves and reduce cumulative deaths by 20% between 7 January 2022 and 7 January 2023. Reintroducing NPIs during the autumn as …

The Effect Of Lockdown, Economic Stimulus Package And National Recovery Plan Announcements On The Malaysian Stock Market, Kok Jun Tan, Mohd Edil Abd Sukor

Research Publications (2021 to 2025)

This research aims to investigate the effect of lockdown, economic stimulus package and national recovery plan announcements during the Covid-19 pandemic on the Malaysian stock market. The study employs an event study methodology. A sample of 13 sectorial indexes are selected. The sample period taken for the study is from January 2, 2019 to October 29, 2021. The results of the study suggest that all events i.e., lockdown, economic stimulus packages and recovery plan announcements have significantly affect the stock market. Nevertheless, the impact varies across time periods. For example, the first three Movement Control Order (MCO) 1.0, 2.0 and …

Pivoting The Biosafety Program In Response To Covid-19: Recommendations Of Key Services And Tasks To Consider For The Next Pandemic, Robert J Emery, Scott J Patlovich, Kristin G King, Janelle Rios

Faculty, Staff and Student Publications

INTRODUCTION: With the onset of the COVID-19 pandemic, a rapid adjustment of work tasks was necessary for many biosafety programs (and other safety programs) to address drastic shifts in workload demands amid pandemic-related shutdowns and subsequent needs for supporting COVID-19-related safe work protocols, diagnostic testing, research, vaccine development, and so forth. From a program management standpoint, evaluating and understanding these tasks were critically important to ensure that appropriate support and resources were in place, especially during such unprecedented times of rapid change and significant impact to normal life and routine.

METHODS: Described here are examples of how the biosafety program …

The Covid-19 Pandemic And Disruptions To Essential Health Services In Kenya: A Retrospective Time-Series Analysis, Helen Kiarie, Marleen Temmerman, Mutono Nyamai, Nzisa Liku, Wangari Thuo, Violet Oramisi, Lilly Nyaga, Janette Karimi, Phidelis Wamalwa, Gladwell Gatheca

Obstetrics and Gynaecology, East Africa

Background: Public health emergencies can disrupt the provision of and access to essential health-care services, exacerbating health crises. We aimed to assess the effect of the COVID-19 pandemic on essential health-care services in Kenya.

Methods: Using county-level data routinely collected from the health information system from health facilities across the country, we used a robust mixed-effect model to examine changes in 17 indicators of essential health services across four periods: the pre-pandemic period (from January, 2018 to February, 2020), two pandemic periods (from March to November 2020, and February to October, 2021), and the period during the COVID-19-associated health-care workers’ …

Post–Lung Transplantation Outcomes And Ex Vivo Histopathological Findings In Severe Post-Covid-19 Pulmonary Disease—A Single-Center Experience, Hana Javaid, Masayuki Nigo, Bihong Zhao, Daniel Ocazionez Trujillo, Rodrigo Hasbun, Luis Ostrosky-Zeichner, Manish Patel, Soma Jyothula

Faculty, Staff and Student Publications

BACKGROUND: A significant proportion of patients with severe and persistent coronavirus disease 2019 (COVID-19) require continuous ventilatory support and occasional extracorporeal membrane oxygenation (ECMO) for acute respiratory distress syndrome (ARDS). Lung transplantation is a treatment option for patients who develop severe ARDS.

METHODS: Our lung transplant database was retrospectively reviewed for patients who underwent lung transplantation for COVID-19 pulmonary disease at Memorial Hermann Hospital, Texas Medical Center, Houston, Texas, from January 2020 to March 2022. We evaluated outcomes of patients who were followed in our clinic at least 6 months post-transplant. Pretransplant patient characteristics, COVID-19-related treatment, histopathology results, and postdischarge …

Acute Pericarditis And Acute Pleuritis/Empyema Following Submandibular Infection In A Covid-19-Postive Patient: An Autopsy Revealing The Danger Space Of The Neck, Jessica Anderson, Seyedalireza Fatemi, Joseph Fullmer, Ping Zhang

Conference Presentation Abstracts

Acute pericarditis and empyema are life-threatening complications of severe odontogenic infections; reports of these findings from an autopsy perspective are rare. We report an autopsy case demonstrating infection from the mandibular molars to the pericardium and pleura in a patient following COVID-19 infection. A 53-year-old woman with history of COVID-19 (and on repeat testing at admission) presented with submandibular abscess that grew Streptococcus anginosus. Despite incision and drainage of the neck abscess and medical treatment, her condition deteriorated, with sudden death a week after admission. An autopsy with histologic analysis was performed. Externally, a surgical incision containing purulent drainage …

Factors Associated With Severe Illness In Patients Aged <21 Years Hospitalized For Covid-19, Rewa Choudhary, Bryant J Webber, Lindsay S Womack, Hannah K Dupont, Sophia K Chiu, Valentine Wanga, Megan E Gerdes, Sophia Hsu, Dallas S Shi, Theresa M Dulski, Osatohamwen I Idubor, Arthur M Wendel, Nickolas T Agathis, Kristi Anderson, Tricia Boyles, Eleanor S Click, Juliana Da Silva, Mary E Evans, Jeremy A W Gold, Julia C Haston, Pamela Logan, Susan A Maloney, Marisol Martinez, Pavithra Natarajan, Kevin B Spicer, Mark Swancutt, Valerie A Stevens, Jessica Rogers-Brown, Gyan Chandra, Megan Light, Frederick E Barr, Jessica Snowden, Larry K Kociolek, Matthew Mchugh, David L Wessel, Joelle N Simpson, Kathleen C Gorman, Kristen A Breslin, Roberta L Debiasi, Aaron Thompson, Mark W Kline, Julie A Boom, Ila R Singh, Michael Dowlin, Mark Wietecha, Beth Schweitzer, Sapna Bamrah Morris, Emilia H Koumans, Jean Y Ko, David A Siegel, Anne A Kimball

Faculty, Staff and Students Publications

OBJECTIVES: To describe coronavirus disease 2019 (COVID-19)-related pediatric hospitalizations during a period of B.1.617.2 (Δ) variant predominance and to determine age-specific factors associated with severe illness.

METHODS: We abstracted data from medical charts to conduct a cross-sectional study of patients agedchildren's hospitals from July to August 2021 for COVID-19 or with an incidental positive severe acute respiratory syndrome coronavirus 2 test. Among patients with COVID-19, we assessed factors associated with severe illness by calculating age-stratified prevalence ratios (PR). We defined severe illness as receiving high-flow nasal cannula, positive airway pressure, or invasive mechanical ventilation.

RESULTS: Of 947 hospitalized patients, 759 …

A Mid-Level Health Manager Intervention To Promote Uptake Of Isoniazid Preventive Therapy Among People With Hiv In Uganda: A Cluster Randomised Trial, Elijah Kakande, Elvin H Geng, Et Al.

2020-Current year OA Pubs

BACKGROUND: Despite longstanding guidelines endorsing isoniazid preventive therapy (IPT) for people with HIV, uptake is low across sub-Saharan Africa. Mid-level health managers oversee IPT programmes nationally; interventions aimed at this group have not been tested. We aimed to establish whether providing structured leadership and management training and facilitating subregional collaboration and routine data feedback to mid-level managers could increase IPT initiation among people with HIV compared with standard practice.

METHODS: We conducted a cluster randomised trial in Uganda among district-level health managers. We randomly assigned clusters of between four and seven managers in a 1:1 ratio to intervention or control …

Coronavirus Disease 2019 (Covid-19) Vaccination Preparedness Policies In Us Hospitals, Susan E Beekmann, Hilary M Babcock, Mark S Rasnake, Thomas R Talbot, Philip M Polgreen

2020-Current year OA Pubs

We surveyed infectious disease specialists about early coronavirus disease 2019 (COVID-19) vaccination preparedness. Almost all responding institutions rated their facility's preparedness plan as either excellent or adequate. Vaccine hesitancy and concern about adverse reactions were the most commonly anticipated barriers to COVID-19 vaccination. Only 60% believed that COVID-19 vaccination should be mandatory.

Narrative Review Of Covid-19 Vaccine Hesitancy: Evidence In Late 2021, Ambree Papa Schoetker, Manoj Sharma

Spectra Undergraduate Research Journal

The coronavirus disease, COVID-19, has changed daily life dramatically since early 2020. Although COVID-19 vaccines are available in the United States, many express distrust in this primary prevention measure and doubt both the seriousness of COVID-19 and its associated morbidity and mortality. Vaccine hesitancy, also described as the reluctance or refusal of vaccines despite availability, exists on a continuum and was a known public health threat prior to the coronavirus pandemic. This narrative review examines studies related to the determinants of COVID-19 vaccine hesitancy among adults in the United States. Also explored are the factors related to COVID-19 vaccine risk …

Increased Anxiety From Fear Of Omicron In China As Compared To North America And Western Europe: A Cross-Sectional Kendall's Tau-B Analysis Using The Generalized Anxiety Disorder 7-Item Questionnaire, Dan Shan, Chang Liu, Shaoyang Li, Yuandian Zheng

Student Publications

Background: Policies dealing with the Coronavirus Disease 2019 (COVID-19) pandemic vary across the globe, the different governmental responses then affect the public perception of COVID-19. Many unofficial Chinese media outlets frequently spread misinformation about COVID-19 and exaggerated reports of rare sequelae of Omicron for monetization and attention seeking, leading to panics in the Chinese public. In comparison the attitudes toward Omicron in other countries around the world, especially in North America and Western Europe have shifted to a more relaxed stance.

Objective: This article primarily aims to investigate the association between Chinese people’s attitudes toward the potential after-effects of Omicron …

A Multitrait Locus Regulates Sarbecovirus Pathogenesis, Alexandra Schäfer, Emma S Winkler, Michael S Diamond, Et Al

2020-Current year OA Pubs

Infectious diseases have shaped the human population genetic structure, and genetic variation influences the susceptibility to many viral diseases. However, a variety of challenges have made the implementation of traditional human Genome-wide Association Studies (GWAS) approaches to study these infectious outcomes challenging. In contrast, mouse models of infectious diseases provide an experimental control and precision, which facilitates analyses and mechanistic studies of the role of genetic variation on infection. Here we use a genetic mapping cross between two distinct Collaborative Cross mouse strains with respect to severe acute respiratory syndrome coronavirus (SARS-CoV) disease outcomes. We find several loci control differential …

Mortality Rate And Associated Factors In Critically Ill Intubated Patients With Coronavirus Disease 2019 (Covid-19) At Pranangklao Hospital, Natthika Yurakate, Muthita Phanasathit

Asian Medical Journal and Alternative Medicine

Introduction: In the epidemic wave of the ongoing coronavirus disease 2019 (COVID-19) pandemic in April 2021. This study aimed to explore the 30-day mortality rate and its associated factors and anesthetic practice in critically ill COVID-19 patients who received intubation.
Methods: This retrospective cohort study was collected data from medical records in critically ill COVID-19 patients who received intubation and admitted to Pranangklao Hospital (PNKH) from April 1 to June 30, 2021.
Results: A total of 73 patients were admitted and intubated with the median age was 65 years (IQR = 18), 43 (58.9%) were male, 37 (50.7%) were body …

Occupational Health And Safety Trainees Reflect On Their Education And Future Careers During Covid-19., Jennifer Marshall Phd, Mph, Cph, Vidya Chandran Mba, Mph, Cph, Bds, Davies Toluhi Mbchb, Mph, Cph, Karen D. Liller Phd, Mph, Cph, Saloni Mehra Mph, Cph, Candace Burns Phd, Ms, Aprn, Faaohn

Florida Public Health Review

Background: The National Institute for Occupational Safety and Health (NIOSH) funded Education and Research Centers (ERCs), located at 18 universities, with the mission to train occupational safety and health (OSH) leaders. The Florida Sunshine ERC has trained hundreds of students since its inception in 1997 through seven programs that collaboratively foster interdisciplinary education and applied research and practice. The COVID-19 pandemic has presented practical challenges for educators, students, and trainees, forcing institutions to move to remote learning. The pandemic also magnifies the importance of public health and OSH.

Purpose: This evaluation elicited feedback from ERC trainees early in the …

Controlling Multiple Covid-19 Epidemic Waves: An Insight From A Multi-Scale Model Linking The Behaviour Change Dynamics To The Disease Transmission Dynamics, Biao Tang, Weike Zhou, Xia Wang, Hulin Wu, Yanni Xiao

Faculty, Staff and Student Publications

COVID-19 epidemics exhibited multiple waves regionally and globally since 2020. It is important to understand the insight and underlying mechanisms of the multiple waves of COVID-19 epidemics in order to design more efficient non-pharmaceutical interventions (NPIs) and vaccination strategies to prevent future waves. We propose a multi-scale model by linking the behaviour change dynamics to the disease transmission dynamics to investigate the effect of behaviour dynamics on COVID-19 epidemics using game theory. The proposed multi-scale models are calibrated and key parameters related to disease transmission dynamics and behavioural dynamics with/without vaccination are estimated based on COVID-19 epidemic data (daily reported …