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Divide And Conquer: A Hygienic, Efficient, And Reliable Assembly-Line For Housekeeping, Xiao Alison Chen, Rowan Wang, Jianghua Zhang Jun 2021

Divide And Conquer: A Hygienic, Efficient, And Reliable Assembly-Line For Housekeeping, Xiao Alison Chen, Rowan Wang, Jianghua Zhang

Research Collection Lee Kong Chian School Of Business

Problem definition: This work focuses on the hotel housekeeping process. In a field study, a possible channel of disease transmission between consecutive guests in hotel rooms is revealed. In order to prevent the transmission, an innovative assembly-line housekeeping method is developed. Academic/practical relevance: The transmission of infectious diseases during hotel stays (e.g., by touching unclean towels or bed linens) has been reported globally. Under the current COVID-19 pandemic, having contact with saliva or mucus left by an infected person could cause infection. The standard housekeeping process used by the majority of hotels leaves a channel for new towels and bed …


Exposure Characterization And Assessment Of Airborne Chemicals And Sars-Cov-2 Transmission In New York City Nail Salons, Amelia P. H. Watkins Jun 2021

Exposure Characterization And Assessment Of Airborne Chemicals And Sars-Cov-2 Transmission In New York City Nail Salons, Amelia P. H. Watkins

Dissertations and Theses

Background: Currently, there are 156,000 people employed as manicurists or pedicurists in the United States. Employment in this sector is expected to grow by 10% over the next decade. Exposure assessments have revealed that salon workers are chronically exposed to a variety of substances that cause respiratory sensitization, developmental problems, contact dermatitis, blood, liver, and kidney issues, as well as nervous system impacts. Most recently, the SARS-Cov-2 pandemic has raised the issue of the vulnerability of nail salon workers to airborne infectious diseases as well. This dissertation aims to characterize and assess the chemical exposures that nail salon workers …


Assessing Hiv Risk, Syndemics, Resilience And Engagement In Care In A Large National Cohort Of Gay, Bisexual And Other Men Who Have Sex With Men In The United States, Javier Lopez-Rios Jun 2021

Assessing Hiv Risk, Syndemics, Resilience And Engagement In Care In A Large National Cohort Of Gay, Bisexual And Other Men Who Have Sex With Men In The United States, Javier Lopez-Rios

Dissertations and Theses

Background: HIV continues to be a pervasive public health issue in the United States with more than 1.2 million people living with HIV (PLWHIV) across the nation. Gay, bisexual and other men who have sex with men (GBM) account for over two-thirds of all new HIV diagnoses with racial and ethnic minorities shouldering a large proportion of the burden of disease. Although HIV transmission is predominantly driven by sexual behaviors, there are underlying complex individual, behavioral, and structural factors that contribute to high rates of sexual behavior and subsequent HIV acquisition. Moreover, difficulties remain in maximizing linkage to care …


Covid-19 Newsletter (Vol. 74), Center For Disaster Medicine, New York Medical College Jun 2021

Covid-19 Newsletter (Vol. 74), Center For Disaster Medicine, New York Medical College

COVID-19 Newsletter

No abstract provided.


Mealtimes In Early Childhood Education Centers During Covid-19: A Mixed-Methods Assessment Of Responsibilities, Interactions, And Best Practices, Joanna Mackie Jun 2021

Mealtimes In Early Childhood Education Centers During Covid-19: A Mixed-Methods Assessment Of Responsibilities, Interactions, And Best Practices, Joanna Mackie

USF Tampa Graduate Theses and Dissertations

Background: Childhood obesity is a public health problem associated with many co-morbidities. The majority of young children in the United States (U.S.) attend formal early childhood education (ECE) programs, often consuming the majority of daily calories and engaging with teachers during mealtimes. Mealtime best practices support children’s development of healthy eating habits. This dissertation aimed to understand how COVID-19 has influenced mealtimes in ECE centers, including (1) the division of responsibility between adults and children during mealtimes, (2) the child feeding dynamic, and (3) how mealtime best practices have been included during COVID-19.

Methods: This dissertation used a concurrent mixed-methods …


An Assessment Of Outpatient Clinic Room Ventilation Systems And Possible Relationship To Disease Transmission, Kristin G King, George L Delclos, Eric L Brown, Susan Tortolero Emery, Jose Miguel Yamal, Robert J Emery Jun 2021

An Assessment Of Outpatient Clinic Room Ventilation Systems And Possible Relationship To Disease Transmission, Kristin G King, George L Delclos, Eric L Brown, Susan Tortolero Emery, Jose Miguel Yamal, Robert J Emery

Faculty, Staff and Student Publications

BACKGROUND: With healthcare shifting to the outpatient setting, this study examined whether outpatient clinics operating in business occupancy settings were conducting procedures in rooms with ventilation rates above, at, or below thresholds defined in the American National Standards Institute/American Society of Heating, Refrigerating and Air-Conditioning Engineers/American Society for Health Care Engineering Standard 170 for Ventilation in Health Care Facilities and whether lower ventilation rates and building characteristics increase the risk of disease transmission.

METHODS: Ventilation rates were measured in 105 outpatient clinic rooms categorized by services rendered. Building characteristics were evaluated as determinants of ventilation rates, and risk of disease …


2021-05-31_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services May 2021

2021-05-31_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 Determinants Of Stunting For Children Aged 24-59 Months In Kulon Progo District 2019, Chatrine Aprilia Hendraswari, Yuliasti Eka Purnamaningrum, Tri Maryani, Yani Widyastuti, Sakinah Harith May 2021

The Determinants Of Stunting For Children Aged 24-59 Months In Kulon Progo District 2019, Chatrine Aprilia Hendraswari, Yuliasti Eka Purnamaningrum, Tri Maryani, Yani Widyastuti, Sakinah Harith

Kesmas

This study pertains to stunting in children in Indonesian with z-scores of less than -2 Standard Deviation (SD) and less than -3 SD. The preliminary study results showed the highest prevalence of stunting to be 22.6%, at the Temon II Primary Health Care in Kulon Progo District. The study aimed to assess the determinants of stunting children aged 24–59 months. This study was conducted from September 2018–May 2019. The design of this study was analytical observational with study design case-control. The sample was 60 children aged 24–59 months. The method utilized proportional sampling, whereas the data analysis applied chi-square and …


Empowering Health Cadres To Support Drug-Resistant Tuberculosis (Dr-Tb) Patient To Enroll In Treatment, Esty Febriani, Adik Wibowo, Neeraj Kak, Hala Jassim Al Mossawi May 2021

Empowering Health Cadres To Support Drug-Resistant Tuberculosis (Dr-Tb) Patient To Enroll In Treatment, Esty Febriani, Adik Wibowo, Neeraj Kak, Hala Jassim Al Mossawi

Kesmas

Tuberculosis (TB) remains a big challenge globally, while the involvement of health cadres’ constitutes one of the key strategies for the TB program in Indonesia. These roles were further expanded to providing support to DR-TB patients. This study was a qualitative study, conducted in 2015 to explore the various factors which influence the performance of health cadres’ in supporting DR-TB patients to enroll in treatment. A total of 39 informants consisting of 24 health cadres, three nurses, four DR-TB patients, and three family members, two peer support, a head of primary health care, and two TB staffs from the District …


Attitudes Concerning Sexual Behavior Towards Risky Sexual Behavior Of Sexual Transmitted Infections Among Male Adolescents In Indonesia, Helda Helda, Nurul Muchlisa May 2021

Attitudes Concerning Sexual Behavior Towards Risky Sexual Behavior Of Sexual Transmitted Infections Among Male Adolescents In Indonesia, Helda Helda, Nurul Muchlisa

Kesmas

There has been an increase of sexually transmitted infections (STIs) such as HIV/AIDS worldwide, especially in Indonesia. Several studies on adolescent behavior, especially the male as the main predictor, reported increased in STIs’ cases due to risky sexual behavior. This study aimed to show the relationship between attitudes, sexual behavior, and the risks of STIs among male adolescents in Indonesia based on the Indonesia Demographic and Health Survey (IDHS) data in 2017. This cross-sectional study involved 10,547 male adolescents using the total sampling method according to the inclusion and exclusion criteria. Data were analyzed using a complex sample logistic regression …


Application Of Optimal Control To Tuberculosis Model With Parameter Estimations: Bayesian Approach, Goodluck M Mlay, Alfred K Hugo May 2021

Application Of Optimal Control To Tuberculosis Model With Parameter Estimations: Bayesian Approach, Goodluck M Mlay, Alfred K Hugo

Tanzania Journal of Science

In this paper, one-strain tuberculosis (TB) model with two control mechanisms, education campaigns and chemoprophylaxis of TB-infected patients, was studied to determine their effects on the reduction of latent and active TB cases. In the case of analysis, boundedness and positivity of the model solutions were carried out to determine the biological feasibility of the study. Besides, the calibration of the parameters by utilizing the identifiability technique through the Markov chain Monte Carlo (MCMC) was thoroughly analysed. The optimum conditions for controlling TB were derived from the Pontryagin Maximum Principle. The numerical simulations were carried out using the forward-back sweep …


2021-05-30_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services May 2021

2021-05-30_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 …


Swot Analysis Of Psbb Policy Implementation At Public Facilities Or Areas In Bekasi City In March-June 2020, Lidya Dwijayani May 2021

Swot Analysis Of Psbb Policy Implementation At Public Facilities Or Areas In Bekasi City In March-June 2020, Lidya Dwijayani

Journal of Indonesian Health Policy and Administration

: The government of Bekasi City has released specific policies related to PSBB, which started from April 15, 2020, until the fifth amendment that will be over on July 2, 2020, due to the high prevalence of confirmed COVID-19 cases in Bekasi City. Methods: Our study using a combination approach between Media Content Analysis for collecting the secondary data and SWOT analysis plus Trias Policy Analysis in evaluation and identification the role of several elements related to specific policies released from the Government of Bekasi City. Result: There are some best recommendations based on our SWOT analysis and Trias Policy …


2021-05-26_Michiganoverview_Covidtestingtimes, Michigan Department Of Health & Human Services May 2021

2021-05-26_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 …


Identifying The Cost Of Preventable Chronic Disease In Prison: Can Illness Prevention Of Adults In Custody Save Money?, Molly Bineham May 2021

Identifying The Cost Of Preventable Chronic Disease In Prison: Can Illness Prevention Of Adults In Custody Save Money?, Molly Bineham

Dissertations and Theses

This study investigates the cost of preventable health problems and ailments when compared to other costs of incarceration. The purpose of this study is to examine the impact of imprisonment on the costliest chronic illness. The health of adults in custody related to the general population and the overall fiscal cost of the deadliest chronic illness among incarcerated adults is discussed. Linear regression is used to analyze the occurrence of heart disease and diabetes among adults in custody while controlling for other factors. The results of this analysis provide insight that chronic diseases like heart disease and diabetes should be …


Emerging Issues In Covid-19 Vaccination In Tropical Areas: Impact Of The Immune Response Against Helminths In Endemic Areas, Leonor Chacin-Bonilla, Nathalie Chacon, Alfonso J. Rodriguez-Morales May 2021

Emerging Issues In Covid-19 Vaccination In Tropical Areas: Impact Of The Immune Response Against Helminths In Endemic Areas, Leonor Chacin-Bonilla, Nathalie Chacon, Alfonso J. Rodriguez-Morales

School of Medicine Publications

The Coronavirus Disease 2019 (COVID-19) pandemic has affected over 165 million people and caused the death of 3.4 million worldwide (up to May 20, 2021) (https://coronavirus.jhu.edu/map.html), becoming a serious problem of global public health and the worst epidemic in the last century, after the pandemic 1918 influenza. Researchers worldwide are trying to find valuable drugs against the Severe Acute Respiratory Syndrome coronavirus 2 (SARS-CoV-2). Some of them focused as antivirals, others targeted in other ways (e.g. immunomodulation) to relieve the symptoms of the infected patients and help lower the death toll throughout the world. Unfortunately, there is a lack of …


Scaling Up Information Sharing On Hiv-Associated Neurocognitive Disorder: Raising Awareness And Knowledge Among Key Stakeholders, Renato M. Liboro, Paul A. Shuper, Lori E. Ross May 2021

Scaling Up Information Sharing On Hiv-Associated Neurocognitive Disorder: Raising Awareness And Knowledge Among Key Stakeholders, Renato M. Liboro, Paul A. Shuper, Lori E. Ross

Psychology Faculty Research

Although the majority of specialists and researchers in the field of HIV/AIDS are aware and knowledgeable about HIV-associated neurocognitive disorder (HAND) as a condition that affects as much as 50% of people living with HIV/AIDS (PLWH), research has documented that many health care and service providers who work directly with PLWH are either unaware of HAND or believe they do not know enough information about HAND to effectively support their clients experiencing neurocognitive challenges. Based on the findings of a qualitative study that interviewed 33 health care and service providers in HIV/AIDS services to identify and examine their awareness and …


Covid-19 Newsletter (Vol. 73), Center For Disaster Medicine, New York Medical College May 2021

Covid-19 Newsletter (Vol. 73), Center For Disaster Medicine, New York Medical College

COVID-19 Newsletter

No abstract provided.


2021-05-24_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services May 2021

2021-05-24_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 …


2021-05-23_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services May 2021

2021-05-23_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 …


Complexity Of Malaria Transmission Dynamics In The Brazilian Atlantic Forest, Ana Maria Ribeiro De Castro Duarte, Licia Natal Fernandes, Fabiana Santos Silva, Igor Lucoves Sicchi, Luis Filipe Mucci, Izilda Curado, Aristides Ferrnandes, Antônio Ralph Medeiros-Sousa, Walter Ceretti-Junior, Mauro Toledo Marrelli, Eduardo Evangelista, Renildo Teixeira, Juliana Laurito Summa, Marcello Schiavo Nardi, Margoth Ramos Garnica, Ana Carolina Loss, Julyana Cerqueira Buery, Crispim Cerutti Jr., M. Andreína Pacheco, Ananias A. Escalante, Maria Anice Mureb Sallum, Gabriel Zorello Laporta May 2021

Complexity Of Malaria Transmission Dynamics In The Brazilian Atlantic Forest, Ana Maria Ribeiro De Castro Duarte, Licia Natal Fernandes, Fabiana Santos Silva, Igor Lucoves Sicchi, Luis Filipe Mucci, Izilda Curado, Aristides Ferrnandes, Antônio Ralph Medeiros-Sousa, Walter Ceretti-Junior, Mauro Toledo Marrelli, Eduardo Evangelista, Renildo Teixeira, Juliana Laurito Summa, Marcello Schiavo Nardi, Margoth Ramos Garnica, Ana Carolina Loss, Julyana Cerqueira Buery, Crispim Cerutti Jr., M. Andreína Pacheco, Ananias A. Escalante, Maria Anice Mureb Sallum, Gabriel Zorello Laporta

Harold W. Manter Laboratory of Parasitology: Library Materials

Plasmodium malariae and Plasmodium vivax are protozoan parasites that can cause malaria in humans. They are genetically indistinguishable from, respectively, Plasmodium brasilianum and Plasmodium simium, that is, parasites infecting New World non-human primates in South America. In the tropical rainforests of the Brazilian Atlantic coast, it has long been hypothesized that P. brasilianum and P. simium in platyrrhine primates originated from P. malariae and P. vivax in humans. A recent hypothesis proposed the inclusion of Plasmodium falciparum into the transmission dynamics between humans and non-human primates in the Brazilian Atlantic tropical rainforest. Herein, we assess the occurrence of human …


A Guide To Vaccine Policy Change At A National Level, Janelle Bird May 2021

A Guide To Vaccine Policy Change At A National Level, Janelle Bird

Doctor of Nursing Practice Final Manuscripts

Abstract

Health policy is in a near constant state of improvement. In order to solidify those improvements, health policy requires assistance from the upcoming generations of healthcare workers to push for those changes. Due to the outdated vaccination policy in the American Nurses Association (ANA), many states continued to issue exemptions based upon unsupported religious preferences. This helped to worsen the outbreak of measles in 2018-2019. The Previous ANA Policy on Vaccinations as of July 21, 2015 stated the ANA supports immunization exemptions only for the following reasons: Medical contraindications and Religious beliefs. Educate and train future health care professionals …


Mindfulness-Based Interventions For Prenatal Stress, Anxiety, And Depression, Fiona Kate Rice May 2021

Mindfulness-Based Interventions For Prenatal Stress, Anxiety, And Depression, Fiona Kate Rice

Expressive Therapies Capstone Theses

Pregnant people in the United States (US) face myriad barriers to resource accessibility when seeking support, including financial gatekeeping, discrimination, and cis-gendering of the process. Commodification of prenatal support is exhaustive and contributes to a growing exclusivity of traditionally accessible interventions designed to reduce stress, anxiety, and depression, and to promote positive fetal outcomes and parent-child bond. Mindfulness-based interventions are particularly appropriate for reducing stress, anxiety, and depression in pregnancy. Mindfulness-based interventions are intersectional, accessible means of pregnancy and childbirth support with evidence-based outcomes of positive birth experiences and results. Mindfulness is defined as nonjudgmental awareness of the present moment. …


The Associations Of Chronic Stress, Social Support, Health Behaviors And Metabolic Syndrome Among Hispanic Women, Edna Esquer May 2021

The Associations Of Chronic Stress, Social Support, Health Behaviors And Metabolic Syndrome Among Hispanic Women, Edna Esquer

Dissertations

The Associations of Chronic Stress, Social Support, Health Behaviors and Metabolic Syndrome Among Hispanic Women

Background: Metabolic syndrome (MetS) prevalence is 25% among Mexican American women 30 – 49 years of age, compared to 22% among non-Hispanic Whites in the United States. Little is known about the additional contributions of chronic stress, social support and health behaviors to the development of MetS among this population.

Purpose: Describe the associations between chronic stress, social support, and health behaviors and the presence of MetS in Hispanic women living in an underserved community.

Methods: A retrospective cohort study design. The Adult Treatment Panel …


Improving Surface Cleaning And Hand Hygiene Using Fluorescent Markers, Taryn Whitman May 2021

Improving Surface Cleaning And Hand Hygiene Using Fluorescent Markers, Taryn Whitman

Master's Projects and Capstones

Problem: Compared to inpatient units, ambulatory care clinics have differences in staffing available and frequency to perform room turnover (RTO). Pre-intervention data revealed poor Hand hygiene (HH) and high-touch surface cleaning (HTSC) knowledge and low RTO compliance reliability. Currently, there is no process for objectively monitoring RTO compliance and staff self-evaluation of HH, HTSC, and RTO performance is incongruent with observations.

Context: HH and HTSC are a crucial component of preventing healthcare-associated infections (HAIs). Estimated loss of revenue for one northern California tertiary university hospital system (HCO) campus was nearly $1.8 million dollars in Medicare penalties for 2018.

Intervention: …


2021-05-19_Michiganoverview_Covidtestingtimes, Michigan Department Of Health & Human Services May 2021

2021-05-19_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 …


Covid-19 Newsletter (Vol. 72), Center For Disaster Medicine, New York Medical College May 2021

Covid-19 Newsletter (Vol. 72), Center For Disaster Medicine, New York Medical College

COVID-19 Newsletter

No abstract provided.


Infectious Disease Transmission By Arline Travel, Daniele Provenzano, Sofy Barocio May 2021

Infectious Disease Transmission By Arline Travel, Daniele Provenzano, Sofy Barocio

School of Integrative Biological & Chemical Sciences (Formerly Dept. of Biology)

Improvements in aviation technology have led to considerable growth of domestic and international flights worldwide especially during the past four decades. Commercial flights have increased the movement of and have connected people from virtually all corners of the globe since the end of World War II to exceed 3 billion passengers a year since 2013: a sizable proportion of the global human population. Flight times have decreased considerably from the onset of commercial aviation and the range of airliners has extended substantially. A passenger harboring an infectious agent embarking a flight on one continent can be deplaning on another continent …


2021-05-18_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services May 2021

2021-05-18_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 …


2021-05-17_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services May 2021

2021-05-17_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 …