Digital Commons Network^™

Epidemiology Of Non-Alcoholic Fatty Liver Disease And Risk Of Hepatocellular Carcinoma Progression, Krishna Chaitanya Thandra, Adam Barsouk, Kalyan Saginala, John Sukumar Aluru, Prashanth Rawla, Alexander Barsouk

Kimmel Cancer Center Faculty Papers

Non-alcoholic fatty liver disease (NAFLD) has become the most common chronic liver disease worldwide. Its incidence has grown alongside the increasing global prevalence of type 2 diabetes, obesity, and metabolic syndrome. The risk of progression to hepatocellular carcinoma for nonalcoholic steatohepatitis patients over 5 years is 8%, and despite targeted and immunotherapy treatment advances, HCC maintains a bleak 5-year survival of 19%. NAFLD’s primary risk factors are components of metabolic syndrome as well as possible sleep disturbances. NAFLD is most common among men 50-60 years of age, though incidence in women catches up after menopause. In the US, Hispanics are …

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, …

Protocol For A Trial Assessing The Impacts Of School-Based Wash Interventions On Children’S Health Literacy, Handwashing, And Nutrition Status In Low- And Middle-Income Countries, Stephanie O. Sangalang, Shelley Anne J. Medina, Zheina J. Ottong, Allen Lemuel G. Lemence, Donrey Totanes, John Cedrick Valencia, Patricia Andrea A. Singson, Mikaela Olaguera, Nelissa O. Prado, Roezel Mari Z. Ocaña, Rovin James F. Canja, Alfem John T. Benolirao, Shyrill Mae F. Mariano, Jergil Gyle Gavieres, Clarisse P. Aquino, Edison C. Latag, Maria Vianca Jasmin C. Anglo, Christian Borgemeister, Thoomas Kistemann

Development Studies Faculty Publications

Diarrhea, soil-transmitted helminth infection and malnutrition are leading causes of child mortality in low- and middle-income countries (LMICs). To reduce the prevalence of these diseases, effective interventions for adequate water, sanitation, and hygiene (WaSH) should be implemented. This paper describes the design of a cluster-randomized controlled trial that will compare the efficacy of four school-based WaSH interventions for improving children’s health literacy, handwashing, and nutrition. Interventions consisted of (1) WaSH policy reinforcement; (2) low-, medium-, or high-volume health education; (3) hygiene supplies; and (4) WaSH facilities (e.g., toilets, urinals, handwashing basins) improvements. We randomly allocated school clusters from the intervention …

Decomposing Differences In Coronavirus Disease 2019-Related Case-Fatality Rates Across Seventeen Nations, Ashley Wendell Kranjac, Dinko Kranjac

Sociology Faculty Articles and Research

As of 1 November 2020, estimated case-fatality rates associated with coronavirus disease 2019 are not uniformly patterned across the world and differ substantially in magnitude. Given the global spatial heterogeneity in case-fatality rates, we applied the Blinder-Oaxaca regression decomposition technique to identify how putative sociodemographic, structural, and environmental sources influence variation in case-fatality rates. We show that compositional and associational differences in country-level risk factors explain a substantial proportion of the coronavirus disease 2019-related case-fatality rate gap across nations. Asian countries fair better vis-à-vis case-fatality rate differences mainly due to variation in returns to sociodemographic, structural, and environmental sources among …

The Role Of Parents In Providing Sexuality Education To Their Children, Nur Azira Fideyah Binti Abdullah, Siti Mariam Muda, Norhasmah Mohd Zain, Siti Hazariah Abdul Hamid

Makara Journal of Health Research

Background: Parents have an important role in delivering sexuality education to their children. However, Asian parents are reluctant to discuss sexual matters with their children owing to the sensitivity of the topic and their lack of sexual health knowledge. This study aimed to examine Malaysian parents’ knowledge, attitudes, and practices in providing sexuality education to their children.

Methods: A self-administered questionnaire was used to conduct this cross-sectional study featuring 200 Malaysian parents. Descriptive and univariate analyses were performed using Statistical Package for Social Study (SPSS) version 23.0.

Results: Among the majority (79.5%) of the parents having good …

Predictors Of Mortality In Hospitalized Patients With Influenza: A Five-Year Experience From A Tertiary Care Centre In Pakistan, Iffat Khanum, Amber Sabeen Ahmed, Safia Awan, Sabiha Banu, Bushra Jamil

Department of Medicine

Influenza outbreaks are associated with significant morbidity. Our aim was to determine the factors associated with increased mortality in hospitalized patients admitted with diagnosis of influenza, at a tertiary care center in Pakistan. This study included all adult patients with an influenza infection, confirmed by realtime reverse-transcriptase polymerase-chain-reaction (RT-PCR) at Aga Khan University Hospital Pakistan. In our study, 112 patients with laboratory-confirmed influenza virus infection were admittedat our hospital from the 1st of January 2013 to the 31st of December 2018. Eighty-nine patients (79.46%) were managed in ward or special care units and 23 patients (20.5%) received treatment in intensive …

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 …

Oral Rehydration Therapies In Senegal, Mali, And Sierra Leone: A Spatial Analysis Of Changes Over Time And Implications For Policy, Kirsten E. Wiens, Lauren E. Schaeffer, Samba O. Sow, Babacar Ndoye, Carrie Jo Cain, Mathew M. Baumann, Kimberly B. Johnson, Paulina A. Lindstedt, Brigette F. Blacker, Zulfiqar Ahmed Bhutta

Woman and Child Health

Background: Oral rehydration solution (ORS) is a simple intervention that can prevent childhood deaths from severe diarrhea and dehydration. In a previous study, we mapped the use of ORS treatment subnationally and found that ORS coverage increased over time, while the use of home-made alternatives or recommended home fluids (RHF) decreased, in many countries. These patterns were particularly striking within Senegal, Mali, and Sierra Leone. It was unclear, however, whether ORS replaced RHF in these locations or if children were left untreated, and if these patterns were associated with health policy changes.
Methods: We used a Bayesian geostatistical model and …

Perceived Vulnerability To Covid-19 Infection From Event Attendance: Results From Louisiana, Usa, Two Weeks Preceding The National Emergency Declaration, Ran Li, Bingcheng Yang, Jerrod Penn, Bailey Houghtaling, Juan Chen, Witoon Prinyawiwatkul, Brian E. Roe, Danyi Qi

Faculty Publications

Background: Individual perceptions of personal and national threats posed by COVID-19 shaped initial response to the pandemic. The aim of this study was to investigate the changes in residents' awareness about COVID-19 and to characterize those who were more aware and responsive during the early stages of the pandemic in Louisiana.

Methods: In response to the mounting threat of COVID-19, we added questions to an ongoing food preference study held at Louisiana State University from March 3rd through March 12th, 2020. We asked how likely it was that the spread of the coronavirus will cause a national public health crisis …

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 …

Implementation And Program Evaluation Pilot Study: Educating Health Care Providers About Protecting Population Health During Climate Change., Christine Fasching Maphis

Doctors of Nursing Practice (DNP) Final Projects, 2020-current

Recommendations regarding the need to prepare nurses and other health care providers (HCPs) for the health impacts of climate change (CC) have grown ubiquitous in the literature. Timely, efficient and sustainable strategies by the health care industry are necessary. Failure to act is predicted to result in catastrophic and lethal population health consequences. A growing body of research identifies related knowledge gaps and supports HCP competencies and best practice interventions to mitigate adverse population health impacts of CC. A social ecological framework and the PRECEDE-PROCEED approach were employed to develop and evaluate a series of online webinars designed to equip …

2020-12-18_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 …

The Contribution Of A Global Ethics Approach To Health And The Environment In The Niger Delta Region, Augustine Wayii

Electronic Theses and Dissertations

ABSTRACT

THE CONTRIBUTION OF A GLOBAL ETHICS APPROACH TO HEALTH AND THE

ENVIRONMENT IN THE NIGER DELTA REGION

By

Augustine Lezorgia Wayii, M. ED, M.A.

May 2020

Dissertation supervised by Gerard Magill, PhD

The dissertation presents a global ethics approach that connects health and the environment in the context of the Niger Delta Region. The people of the Niger Delta region in Nigeria are experiencing major catastrophes that connect health and the environment. In the bid to ameliorate these pivotal problems, this dissertation undertakes an ethical analysis that connects health and the environment. Insofar as these problems can be characteristic …

Healthcare Workers Hospitalized With Covid-19: Outcomes From The Burden Of Covid-19 Study At The University Of Louisville Center Of Excellence For Research In Infectious Diseases [Cerid], Ruth Carrico, T'Shura S. Ali, Maria Hill, Lucia B. Puga Sanchez, Catherine M. Bryan, Dawn Balcom, Stephen P. Furmanek, Amr Aboelnasr, Julio A. Ramirez

The University of Louisville Journal of Respiratory Infections

Introduction: On March 6, 2020, the current ongoing pandemic of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), also known as COVID-19, reached the commonwealth of Kentucky. Within days, the first cases of infection and hospitalization were identified among healthcare workers (HCW) in Kentucky, other states in the U.S., and around the world. There is little information available regarding the impact of COVID-19 on the HCW population within this area. The objective of this study was to describe the baseline characteristics of hospitalized HCWs infected with COVID-19.

Methods: Data collection was performed as part of a retrospective study of patients hospitalized …

Open Drug Discovery Of Anti-Virals Critical For Canada’S Pandemic Strategy, Tania M. Bubela, E. Richard Gold, Vivek Goel, Max Morgan, Karen Mossman, Jason Nickerson, David Patrick, Aled Edwards

Office of the Provost

In the event of the current COVID-19 pandemic and in preparation for future pandemics, open science can support mission-oriented research and development, as well as commercialization. Open science shares skills and resources across sectors; avoids duplication and provides the basis for rapid and effective validation due to full transparency. It is a strategy that can adjust quickly to reflect changing incentives and priorities, because it does not rely on any one actor or sector. While eschewing patents, it can ensure high-quality drugs, low pricing, and access through existing regulatory mechanisms. Open science practices and partnerships decrease transaction costs, increase diversity …

Association Between Duration Of Residence And Prevalence Of Type 2 Diabetes Among Male South Asian Expatriate Workers In The United Arab Emirates: A Cross-Sectional Study, Syed Mahboob Shah, Lindsay M. Jaacks, Fatima Al-Maskari, Juma Al-Kaabi, Faisal Aziz, Elpidoforos Soteriades, Tom Loney, Hamed Farooqi, Anjum Memon, Raghib Ali

Department of Family Medicine

Expatriates account for about 80% of the total population in the United Arab Emirates (UAE). This study aimed to evaluate the hypothesis that prevalence of type 2 diabetes in male South Asian expatriates increases with increased length of residence in the UAE.
Design, settings and participants: This cross-sectional study recruited a representative sample (n=1375) of male South Asian expatriates aged ≥18 years in Al Ain, UAE. Sociodemographic, anthropometric and lifestyle data were obtained using a pilot-tested adapted version of the WHO STEPS instrument.
Main outcome measures: Duration of residence was used as a marker for acculturation. Type 2 diabetes was …

Gender Variations In Neonatal And Early Infant Mortality In India And Pakistan: A Secondary Analysis From The Global Network Maternal Newborn Health Registry, Zubair H. Aghai, Shivaprasad S. Goudar, Archana Patel, Sarah Saleem, Sangappa M. Dhaded, Avinash Kavi, Parth Lalakia, Farnaz Naqvi, Patricia L. Hibberd, Elizabeth M. Mcclure

Community Health Sciences

Background: To determine the gender differences in neonatal mortality, stillbirths, and perinatal mortality in south Asia using the Global Network data from the Maternal Newborn Health Registry.
Methods: This study is a secondary analysis of prospectively collected data from the three south Asian sites of the Global Network. The maternal and neonatal demographic, clinical characteristics, rates of stillbirths, early neonatal mortality (1-7 days), late neonatal mortality (8-28 days), mortality between 29-42 days and the number of infants hospitalized after birth were compared between the male and female infants.
Results: Between 2010 and 2018, 297,509 births [154,790 males (52.03%) and 142,719 …

Covid-19 & Pregnancy Complication During Early Pandemic: A Narrative Review, Ahmed A. Eladely, Maria Hill, Ahmed Abdelhaleem, Zahid Imran, Ahsan M. Khan, Daisy Sangroula

The University of Louisville Journal of Respiratory Infections

Background: Coronaviruses have caused three outbreaks in the past two decades. The novel one is SARS-COV-2, which causes COVID-19. Pregnant women have a somewhat altered immune state, which may make them more vulnerable to COVID-19 and its complications. Extensive research is needed to better understand the clinical course of COVID-19 in this population. This review article discusses the comparison of SARS-CoV-2 with previous coronavirus outbreaks, clinical presentations, and complications in pregnant women and newborns.

Methods: We conducted a literature search for case series and case reports about pregnancy outcomes in pregnant women with COVID-19 during the early phase of pandemic. …

2020-12-16_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 …

2020-12-16_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 …

2020-12-15_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 …

Epidemics, Politics And Public Health: Ludwig Rajchman, Md, The League Of Nations Health Organization And The Creation Of A Transnational Health Institution, Paul J. Weinbaum

Electronic Theses and Dissertations

Traditional scholarship on the League of Nations labels the organization as a failure because it did not prevent the outbreak of the World War II. Recent research examines League activities in a more comprehensive manner and concludes that the organization should be credited with important and enduring achievements. Perhaps the most successful work was carried out by the Health Section led by Dr. Ludwick Rajchman. Using primary sources from the League archives in Geneva, documents from organizations such as the Rockefeller Foundation, articles from medical journals and other relevant secondary sources, I argue that the Health Section, became the world’s …

Health Insurance And The Undocumented Immigrant, Anja Diercks

Honors Theses

The purpose of this thesis is to perform a comparative analysis on how seven different countries (USA, South Africa, Germany, England, Canada, France and Singapore) organize their healthcare system to cope with the issue of undocumented immigrants and whether or not these systems in place were “fair.” The thesis will also explore the possible ways the United States could change to be more inclusive and fairer in the world of healthcare and health insurance for the undocumented immigrant. A study on what fairness means both in ethical and economical terms is done to suggest a new basis of a fair …

2020-12-14_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 …

Non-Communicable Diseases Among Adolescents: Current Status, Determinants, Interventions And Policies, N Akseer, S Mehta, J Wigle, R Chera, Z J. Brickman, S Al-Gashm, B Sorichetti, A Vandermorris, D B. Hipgrave, N Schwalbe, Zulfiqar Ahmed Bhutta

Woman and Child Health

Background: Addressing non-communicable disease (NCDs) is a global priority in the Sustainable Development Goals, especially for adolescents. However, existing literature on NCD burden, risk factors and determinants, and effective interventions and policies for targeting these diseases in adolescents, is limited. This study develops an evidence-based conceptual framework, and highlights pathways between risk factors and interventions to NCD development during adolescence (ages 10-19 years) and continuing into adulthood. Additionally, the epidemiologic profile of key NCD risk factors and outcomes among adolescents and preventative NCD policies/laws/legislations are examined, and a multivariable analysis is conducted to explore the determinants of NCDs among adolescents …

2020-12-13_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 …

2020-12-12_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 …

2020-12-11_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 …