Digital Commons Network^™

Analysis Of Intervention Effectiveness Using Early Outbreak Transmission Dynamics To Guide Future Pandemic Management And Decision-Making In Kuwait, Michael G. Tyshenko, Tamer Oraby, Joseph C. Longenecker, Harri Vainio, Janvier Gasana, Walid Q. Alali, Mohammad Alseaidan, Susie Elsaadany, Mustafa Al-Zoughool

School of Mathematical & Statistical Sciences Faculty Publications

Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) is a World Health Organization designated pandemic that can result in severe symptoms and death that disproportionately affects older patients or those with comorbidities. Kuwait reported its first imported cases of COVID-19 on February 24, 2020. Analysis of data from the first three months of community transmission of the COVID-19 outbreak in Kuwait can provide important guidance for decision-making when dealing with future SARS-CoV-2 epidemic wave management. The analysis of intervention scenarios can help to evaluate the possible impacts of various outbreak control measures going forward which aim to reduce the effective reproduction …

The Healthcare System And Pandemics: Where Is The Market Failure?, Sophia S. Helland, Edward R. Morrison

Faculty Scholarship

Barak D. Richman and Steven L. Schwarcz argue that healthcare providers played a central – and failing – role in stemming the fallout from the COVID-19 pandemic. Analogizing to the financial crisis of 2008, they view our healthcare system as a collection of providers, each maximizing returns to its own stakeholders in a laissez-faire regulatory environment that ignored the essential interconnectedness of providers. Because neither hospitals nor regulators were attuned to this interconnectedness, our healthcare system was unprepared for the pandemic, resulting in a reduced standard of care. Just as Dodd-Frank and related legislation view financial institutions as part of …

The Missing Link Between Medical Science Knowledge And Public Awareness: Implications For Tourism And Hospitality Recovery After Covid-19, Jun Wen, Haifeng Hou, Metin Kozak, Fang Meng, Chung-En Yu, Wei Wang

Research outputs 2014 to 2021

Purpose: As the world grapples with the pervasive effects of the coronavirus pandemic, a notable disconnect has emerged in the public's understanding of scientific and medical research. Particularly, the travel industry has become unquestionably vulnerable amid the COVID-19 outbreak; this pandemic has interrupted the industry's operations with devastating economic consequences. This paper aims to highlight the importance of deconstructing barriers between medical science and public awareness related to COVID-19, taking tourism as a case in point. It also discusses the role of interdisciplinary research in facilitating the tourism and hospitality industry's recovery and alleviating tourists' uncertainties in the wake of …

Change In Mental Health, Physical Health, And Social Relationships During Highly Restrictive Lockdown In The Covid-19 Pandemic: Evidence From Australia, Shane Rogers, Travis Miles Cruickshank

Research outputs 2014 to 2021

Background

A novel coronavirus first reported in Wuhan City in China in 2019 (COVID-19) developed into a global pandemic throughout 2020. Many countries around the world implemented strict social distancing policies to curb the spread of the virus. In this study we aimed to examine potential change in mental/physical health and social relationships during a highly restrictive COVID-19 lockdown period in Australia during April 2020.

Methods

Our survey (n = 1, 599) included questions about concerns, social behaviour, perceived change in relationship quality, social media use, frequency of exercise, physical health, and mental health during COVID-19 lockdown (April, 2020). …

Life In A Time Of Covid: A Mixed Method Study Of The Changes In Lifestyle, Mental And Psychosocial Health During And After Lockdown In Western Australians, Ranila Bhoyroo, Paola Chivers, Lynne Millar, Caroline Bulsara, Ben Piggott, Michelle Lambert, Jim Codde

Research outputs 2014 to 2021

Background: Since the beginning of the COVID-19 pandemic, the Western Australian government imposed multiple restrictions that impacted daily life activities and the social life. The aim of this study was to examine the effects of COVID-19 lockdown on the community’s physical, mental and psychosocial health. Methods: Approximately 2 months after a three-month lockdown, a cross-sectional study was opened to Western Australian adults for an 8-week period (25th August – 21 October 2020). Participants competed a 25-min questionnaire adapted from the Western Australia Health and Wellbeing Surveillance system. Participants provided information on their socio-demographic status, lifestyle behaviours, mental health, and psychosocial …

Impact Of Coronavirus Disease 2019 (Covid-19) Outbreak Quarantine, Isolation, And Lockdown Policies On Mental Health And Suicide, Balasankar Ganesan, Adel Al-Jumaily, Kenneth N. K. Fong, Palak Prasad, Surendra Kumar Meena, Raymond Kai-Yu Tong

Research outputs 2014 to 2021

The novel coronavirus disease (COVID-19) pandemic has made a huge impact on people's physical and mental health, and it remains a cause of death for many all over the world. To prevent the spread of coronavirus infection, different types of public health measures (social isolation, quarantine, lockdowns, and curfews) have been imposed by governments. However, mental health experts warn that the prolonged lockdown, quarantine, or isolation will create a “second pandemic” with severe mental health issues and suicides. The quarantined or isolated people may suffer from various issues such as physical inactivity, mental health, economic and social problems. As with …

Covid-19 Disease Severity And Death In Relation To Vitamin D Status Among Sars-Cov-2-Positive Uae Residents, Habiba Alsafar, William B. Grant, Rafiq Hijazi, Maimunah Uddin, Nawal Alkaabi, Guan Tay, Bassam Mahboub, Fatme Al Anouti

Research outputs 2014 to 2021

Insufficient blood levels of the neurohormone vitamin D are associated with increased risk of COVID-19 severity and mortality. Despite the global rollout of vaccinations and promising preliminary results, the focus remains on additional preventive measures to manage COVID-19. Results conflict on vitamin D’s plausible role in preventing and treating COVID-19. We examined the relation between vitamin D status and COVID-19 severity and mortality among the multiethnic population of the United Arab Emirates. Our observational study used data for 522 participants who tested positive for SARS-CoV-2 at one of the main hospitals in Abu Dhabi and Dubai. Only 464 of those …

Detect Schools Study Protocol: A Prospective Observational Cohort Surveillance Study Investigating The Impact Of Covid-19 In Western Australian Schools, Marianne J. Mullane, Hannah M. Thomas, Melanie Epstein, Joelie Mandzufas, Narelle Mullan, Alexandra Whelan, Karen Lombardi, Tina Barrow, Sherlynn Ang, Adele Leahy, Ewan Cameron, Leanne Lester, Matt Cooper, Paul Stevenson, Mitch Hartman, Anne Mckenzie, Francis Mitrou, Stephen R. Zubrick, Juli Coffin, Donna Cross, Asha C. Bowen, Peter Gething

Research outputs 2014 to 2021

Introduction: Amidst the evolving COVID-19 pandemic, understanding the transmission dynamics of the SARS-CoV-2 virus is key to providing peace of mind for the community and informing policy-making decisions. While available data suggest that school-aged children are not significant spreaders of SARS-CoV-2, the possibility of transmission in schools remains an ongoing concern, especially among an aging teaching workforce. Even in low-prevalence settings, communities must balance the potential risk of transmission with the need for students' ongoing education. Through the roll out of high-throughput school-based SARS-CoV-2 testing, enhanced follow-up for individuals exposed to COVID-19 and wellbeing surveys, this study investigates the dynamics …

Kynurenic Acid May Underlie Sex-Specific Immune Responses To Covid-19, Yuping Cai, Daniel J. Kim, Takehiro Takahashi, David I. Broadhurst, Hong Yan, Shuangge Ma, Nicholas J. W. Rattray, Arnau Casanovas-Massana, Benjamin Israelow, Jon Klein, Carolina Lucas, Tianyang Mao, Adam J. Moore, M. Catherine Muenker, Ji Eun Oh, Julio Silva, Patrick Wong, Albert I. Ko, Sajid A. Khan, Akiko Iwasaki, Caroline H. Johnson, Yale Impact Research Team

Research outputs 2014 to 2021

Coronavirus disease 2019 (COVID-19) has poorer clinical outcomes in males than in females, and immune responses underlie these sex-related differences. Because immune responses are, in part, regulated by metabolites, we examined the serum metabolomes of COVID-19 patients. In male patients, kynurenic acid (KA) and a high KA–to–kynurenine (K) ratio (KA:K) positively correlated with age and with inflammatory cytokines and chemokines and negatively correlated with T cell responses. Males that clinically deteriorated had a higher KA:K than those that stabilized. KA inhibits glutamate release, and glutamate abundance was lower in patients that clinically deteriorated and correlated with immune responses. Analysis of …

Thinking Ethically About Hiv Pre-Exposure Prophylaxis: Retention In Care And Sexually Transmitted Infection Testing In A Southeastern United States Local Health Department In The Time Of Covid-19, Ellie Purdy

College of Graduate Studies: Theses & Dissertations

Local Health Departments (LHDs) are critical providers of Human Immunodeficiency Virus (HIV) and sexually transmitted infection (STI) prevention efforts. HIV Pre-Exposure Prophylaxis (PrEP) is an evolving public health initiative and practitioners should consider PrEP interventions in context of ethical decision-making and a broad STI prevention strategy as global incidence of bacterial STIs remains high and those at-risk for HIV are generally at-risk for other STIs. An evaluation of the Thinking Ethically framework and LHD PrEP services was performed to fill a gap in the literature and support program decision-making. A retrospective review of PrEP user medical records from a LHD …

Influence Of Political Affiliation On Perceived Media Bias And Trustworthiness In The Covid-19 Pandemic, Tabitha Lamberth

College of Graduate Studies: Theses & Dissertations

Partisanship and news source attribution may influence perceived media bias and trust in COVID-19 information. This study aimed to explore how the similarity liking effect relates to political identity and perceived credibility. Our main hypothesis was that individuals would find news sources that shared their political affiliation as more trustworthy than other news sources. To test our hypothesis, 216 undergraduate students participated in a study that measured participants’ trustworthiness of a news article with randomized source attribution from a liberal, conservative, and neutral source. A 2X3 ANOVA tested the relationship between our participants’ political affiliation, measured by the 12-item Social …

United States Nursing Homes And Health Equity During The Covid-19 Pandemic, Carla Cooper

College of Graduate Studies: Theses & Dissertations

Objective: The COVID-19 pandemic disproportionately affected older populations, with nursing homes impacted early on by the disease. The contribution of race/ethnicity of nursing home residents and facility characteristics on COVID-19 were unknown. The Donabedian model framework was used to study the relationship between the racial/ethnic characteristics of nursing home residents and COVID-19 outcomes and to examine if this relationship was moderated by the racial/ethnic composition of the county of nursing home location.

Method: Cross-sectional research design merging data from five publicly available sources. Laboratory confirmed COVID-19 cases and deaths were compared by the racial composition of the county and nursing …

The Legacy Of Racism And Covid-19, Adedayo Okanlawon

MEDI 9331 Scholarly Activities Clinical Years

This perspective piece discusses the interplay between Covid-19, the legacy of racism in America, and their synergistic effects on the black community. Personal racially charged experiences in conjunction with notable stories of injustice in medicine are used to set the stage. The pandemic's disparate impact on black communities are then discussed with suggestion on how to mitigate these issues.

Combating Covid-19 Infodemic In Nigerian Rural Communities: The Imperatives Of Traditional Communication Systems, Joseph M. Lucas, Tordue Simon Targema, Abubakar Jibril, Elkanah Obadiah Sambo, Bako Ali Istifanus

ASEAN Journal of Community Engagement

Since the outbreak of COVID-19 in December 2019, substantial attention has been devoted to combating the infodemic that has come to characterize it with the potential to prevent its effective containment. This is undoubtedly a very difficult task, especially in Nigerian rural communities that are characterized by severe lack of the requisite facilities to access information on modern media platforms, compounded by high illiteracy and poverty rates. This study presents a case for the utilization of people-oriented, traditional communication systems in combatting the infodemic at the grassroots level. It contends that, given the peculiarities of the country’s rural settlements, traditional …

Community Engagement In Covid-19 Responses: Evidence From Qualitative Interface With Community Opinion Leaders In Enugu, Nigeria, Prince Agwu, Chinweoke Methodius Ugwu, Chidera Florence Eke

ASEAN Journal of Community Engagement

Successful stories of community engagement existed during the Ebola disease outbreak in Liberia, indicating that a combination of government and community efforts are needed in addressing pandemics or epidemics. However, for communities to rise to the challenge of containing and combatting the spread of any disease, they must be communicated most effectively and supported by the government. Therefore, our study investigates how applicable successful community engagement has been in the charge against the Coronavirus disease 2019 (COVID-19) in Nigeria. Through telephone interviews, we sourced data from 12 community opinion leaders in Enugu State, Nigeria. After conducting a thematic analysis of …

“Why Can Other People Live Normally While I Cannot?”: An Application Of Telecounseling Due To Covid-19, Kusumasari Kartika Hima Darmayanti, Efan Yudha Winata, Erlina Anggraini

Makara Human Behavior Studies in Asia

In Nusa Tenggara Barat province, on May 04, 2020, there were 275 cases out of 11,587 total cases in Indonesia. COVID19 not only has an impact on physical health issues, but it also impacts on psychological issues. One of the psychological issues is how society experiences negative emotion (e.g., depression) during the spread of COVID-19. This study aimed to explore the telecounseling process on the individual who had experienced negative emotion especially in the case of depressive disorder in the COVID-19 Nusa Tenggara Barat province. This study used a single-case research design approach, and the collected data were analyzed qualitatively. …

Potential Of Jamu In Nanotechnology Perspective As An Alternative Treatment For Covid-19, Dhadhang Wahyu Kurniawan, Azis Ikhsanudin

Pharmaceutical Sciences and Research

The world seems to be recovering at this time, especially because of the 2019 global coronavirus disease pandemic (COVID-19) caused by the Coronavirus 2 virus (SARS-CoV-2). This virus is similar to other β-coronaviruses through several steps to enter and bind angiotensin-converting enzyme 2 (ACE2) as the main receptor. This binding, particularly in the respiratory epithelium and alveoli of the lungs, affects harmony in human host cells. No specific vaccines and antivirals are available to date as drug investigations are still ongoing. However, many Indonesians consume herbal medicine, especially 'empon-empon' containing the Zingiberaceae family, to protect their health from COVID-19. So …

Let Nutrition Be Your Vaccine Amid Covid-19- A Narrative Review, Vidya Rajesh

Manipal Journal of Medical Sciences

There has been a growing body of evidence highlighting the radical effect of nutrition on the immune system and disease susceptibility. The current COVID-19 crisis awakens an urgent calling for optimum nutrition which boosts immunity and prevents diseases, just like a vaccine. Though there have been several national guidelines regarding diet during COVID-19, there has been sparse research and literature available in this field. This review aims to summarise the existing evidence on various aspects of nutrition and immunity pertaining to the COVID-19 crisis. Literature and search strategy included PubMed and Google Scholar for articles on various aspects of nutrition …

2020-12-30_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. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily.

Syndromic Surveillance System data is obtained from approximately 183 facilities participating in syndromic surveillance (132 Emergency Departments (ED), 51 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, and clinical impression) for fever or …

Multifaceted Highly Targeted Sequential Multidrug Treatment Of Early Ambulatory High-Risk Sars-Cov-2 Infection (Covid-19), Peter A. Mccullough, Paul E. Alexander, Robin Armstrong, Cristian Arvinte, Alan F. Bain, Richard P. Bartlett, Robert L. Berkowitz, Andrew C. Berry, Thomas J. Borody, Joseph H. Brewer, Adam M. Brufsky, Teryn Clarke, Roland Derwand, Alieta Eck, John Eck, Richard A. Eisner, George C. Fareed, Angelina Farella, Silvia Ns Fonseca, Charles E. Geyer, Russell S. Gonnering, Karladine E. Graves, Kenneth Bv Gross, Sabine Hazan, Kristin S. Held, H. Thomas Hight, Stella Immanuel, Michael M. Jacobs, Joseph A. Ladapo, Lionel H. Lee, John Littell, Ivette Lozano, Harpal S. Mangat, Ben Marble, John E. Mckinnon, Lee D. Merritt, Jane M. Orient, Ramin Oskoui, Donald C. Pompan, Brian C. Procter, Chad Prodromos, Juliana Cepelowicz Rajter, Jean-Jacques Rajter, C. Venkata S. Ram, Salete S. Rios, Harvey A. Risch, Michael Ja Robb, Molly Rutherford, Martin Scholz, Marilyn M. Singleton, James A. Tumlin, Brian M. Tyson, Richard G. Urso, Kelly Victory, Elizabeth Lee Vliet, Craig M. Wax, Alexandre G. Wolkoff, Vicki Wooll, Vladimir Zelenko

Infectious Diseases Articles

The SARS-CoV-2 virus spreading across the world has led to surges of COVID-19 illness, hospitalizations, and death. The complex and multifaceted pathophysiology of life-threatening COVID-19 illness including viral mediated organ damage, cytokine storm, and thrombosis warrants early interventions to address all components of the devastating illness. In countries where therapeutic nihilism is prevalent, patients endure escalating symptoms and without early treatment can succumb to delayed in-hospital care and death. Prompt early initiation of sequenced multidrug therapy (SMDT) is a widely and currently available solution to stem the tide of hospitalizations and death. A multipronged therapeutic approach includes 1) adjuvant nutraceuticals, …

Integration Of Cardiovascular Risk Assessment With Covid-19 Using Artificial Intelligence., Jasjit S Suri, Anudeep Puvvula, Misha Majhail, Mainak Biswas, Ankush D Jamthikar, Luca Saba, Gavino Faa, Inder M Singh, Ronald Oberleitner, Monika Turk, Saurabh Srivastava, Paramjit S Chadha, Harman S Suri, Amer M Johri, Vijay Nambi, J Miguel Sanches, Narendra N Khanna, Klaudija Viskovic, Sophie Mavrogeni, John R Laird, Arindam Bit, Gyan Pareek, Martin Miner, Antonella Balestrieri, Petros P Sfikakis, George Tsoulfas, Athanasios Protogerou, Durga Prasanna Misra, Vikas Agarwal, George D Kitas, Raghu Kolluri, Jagjit Teji, Michele Porcu, Mustafa Al-Maini, Ann Agbakoba, Meyypan Sockalingam, Ajit Sexena, Andrew Nicolaides, Aditya Sharma, Vijay Rathore, Vijay Viswanathan, Subbaram Naidu, Deepak L Bhatt

Heart and Vascular Articles

Artificial Intelligence (AI), in general, refers to the machines (or computers) that mimic "cognitive" functions that we associate with our mind, such as "learning" and "solving problem". New biomarkers derived from medical imaging are being discovered and are then fused with non-imaging biomarkers (such as office, laboratory, physiological, genetic, epidemiological, and clinical-based biomarkers) in a big data framework, to develop AI systems. These systems can support risk prediction and monitoring. This perspective narrative shows the powerful methods of AI for tracking cardiovascular risks. We conclude that AI could potentially become an integral part of the COVID-19 disease management system. Countries, …

The "People's Total War On Covid-19": Urban Pandemic Management Through (Non-)Law In Wuhan, China, Philipp Renninger

Washington International Law Journal

Although COVID-19 was first detected in the People’s Republic of China, the pandemic now appears contained there. Western and Chinese media attribute this apparent success to the central level of the Chinese state and the Communist Party. However, this article reveals that local entities provided critical contributions to China’s COVID-19 management, particularly in the pandemic’s first epicenter: Wuhan city in Hubei province. Chinese cities like Wuhan can fight public health emergencies through legal and nonlegal instruments. Although Wuhan had prepared for possible pandemics, its existing plans, institutions, and warning systems initially failed against COVID-19. The city did not contain the …

An Australian Conundrum: Genomic Technology, Data, And The Covidsafe App, David Morrison, Patrick T. Quirk

Pace International Law Review

This paper examines the difficulties that have arisen in Australia in the use of its contact-tracing app. We examine the privacy implications around the use of the app, the wider economic imperative, and the balancing of those concerns against the health threat of the COVID-19 pandemic. We posit that default options are superior in times of emergency and rather than begging for the adoption of lifesaving technology, we suggest that the evidence gathered by behavioral economists provides an apposite and powerful alternative worthy of consideration.

2020-12-27_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. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily.

Syndromic Surveillance System data is obtained from approximately 183 facilities participating in syndromic surveillance (132 Emergency Departments (ED), 51 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, and clinical impression) for fever or …

2020-12-25_Michiganoverview_Covidtestingtimes, Michigan Department Of Health & Human Services

Michigan COVID-19 Testing Turnaround Data

The COVID Testing Turnaround Time page was obtained from Michigan's COVID-19 data page: https://www.michigan.gov/coronavirus/0,9753,7-406-98163_98173-545615--,00.html.

This report was created by the Michigan Department of Health & Human Services, providing data for the past 14 days on the average time it takes for a diagnostic COVID-19 laboratory test to be reported to the state health department. Testing turnaround time data will be updated weekly on Friday mornings.

MDHHS receives results from commercial labs, hospitals, and public health labs. However, public health laboratories perform limited diagnostic testing and disease surveillance for infectious diseases. Total turnaround time is calculated from the difference of …

Prevalence Of Depression And Anxiety Symptoms Of High School Students In Shandong Province During The Covid-19 Epidemic, Zeng Zhang, Ailing Zhai, Mingchuan Yang, Junqing Zhang, Haotian Zhou, Chuanming Yang, Shanshan Duan, Cong Zhou

Faculty and Student Publications

© Copyright © 2020 Zhang, Zhai, Yang, Zhang, Zhou, Yang, Duan and Zhou. Background: The coronavirus disease 2019 (covid-19) has brought physical risks as well as psychological challenges to the whole world. High school students are a special group suffering from both the academic pressure and the threat of the epidemic. The present study aims to conduct an online survey to investigate the psychological status of high school students in Shandong Province. Methods: Using a web-based cross-sectional survey, data was collected from 1,018 voluntary high school students assessed with demographic information, the Patient Health Questionnaire-9 (PHQ-9), the Generalized Anxiety Disorder-7 …

The Medical Library Association’S Role In Disseminating Information Related To The Covid-19 Pandemic, Michele Buscher

SLIS Connecting

The Medical Library Association (MLA) has been part of the library and information science field since 1898 (The Medical Library Association, 2020). According to the website, the mission of the organization is to promote library and information science knowledge and make it available and accessible to medical information specialists and the general public. This content analysis examines the Medical Library Association’s (MLA) role in the 2019/2020 COVID-19 public health crisis, specifically the ways in which the MLA has provided resources about the pandemic to libraries and librarians as well as the public.

An Analysis Of Library Closures And Covid-19: Are U.S. Libraries Closing Due To The Covid-19 Pandemic?, Garrett W. Jennings, Msls

SLIS Connecting

As of March 20, 2020, there have been 15,219 reported cases of COVID-19 in the United States of America (Centers for Disease Control and Prevention [CDC], 2020b; Pan American Health Organization [PAHO], 2020). There are 16,568 public library buildings in the United States (American Library Association, 2019). Since they are community centers and publicly owned institutions, libraries are charged with ensuring that their patrons are taken care of and that they are serving their communities to the best of their ability.

The purpose of this study is to examine the rate of COVID-19 infections reported to the CDC in the …

2020-12-20_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. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily.

Syndromic Surveillance System data is obtained from approximately 183 facilities participating in syndromic surveillance (132 Emergency Departments (ED), 51 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, and clinical impression) for fever or …

2020-12-19_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. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily.

Syndromic Surveillance System data is obtained from approximately 183 facilities participating in syndromic surveillance (132 Emergency Departments (ED), 51 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, and clinical impression) for fever or …