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2022-06-22_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services Jun 2022

2022-06-22_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services

Michigan COVID-19 Vaccine Data

The COVID Vaccine Dashboard page was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus/resources/covid-19-vaccine/covid-19-dashboard.

First-dose tracker above is for entire Michigan Population. Coverage maps below are for age 5+.

Previously reported numbers of administered vaccine doses may change as new data are received. A possible lag in reporting vaccine doses will result in increases in numbers previously reported.

This report is created by the Michigan Department of Health and Human Services Division of Immunization from data reported to the Michigan Care Improvement Registry (MCIR).

The dashboard contained the tabs Primary Series Doses Administered, Primary Series Doses by Vaccine, …


Why Do Trump’S Authoritarian Followers Resist Covid-19 Authorities? Because They Are Not Really Authoritarian Followers, John Hibbing Jun 2022

Why Do Trump’S Authoritarian Followers Resist Covid-19 Authorities? Because They Are Not Really Authoritarian Followers, John Hibbing

Department of Political Science: Faculty Publications

People’s responses to the threat posed by COVID-19 varied widely. In direct contradiction to the popular theory that Trump supporters prefer to submit to powerful people, Trump’s most enthusiastic followers actually were the most vocal in resisting the urgings of authorities to get vaccinated and to wear masks. I explain this anomaly by showing that Trump’s followers are driven less by a desire for authority and more by a desire to be secure from the threats human outsiders pose to society’s historically dominant racial, language, religious, and cultural group. Far from being authoritarians, the followers of leaders such as Donald …


Biochemical, Biophysical, And Immunological Characterization Of Respiratory Secretions In Severe Sars-Cov-2 Infections, Michael J Kratochvil, Gernot Kaber, Sally Demirdjian, Pamela C Cai, Elizabeth B Burgener, Nadine Nagy, Graham L Barlow, Medeea Popescu, Mark R Nicolls, Michael G Ozawa, Donald P Regula, Ana E Pacheco-Navarro, Samuel Yang, Vinicio A De Jesus Perez, Harry Karmouty-Quintana, Andrew M Peters, Bihong Zhao, Maximilian L Buja, Pamela Y Johnson, Robert B Vernon, Thomas N Wight, Carlos E Milla, Angela J Rogers, Andrew J Spakowitz, Sarah C Heilshorn, Paul L Bollyky Jun 2022

Biochemical, Biophysical, And Immunological Characterization Of Respiratory Secretions In Severe Sars-Cov-2 Infections, Michael J Kratochvil, Gernot Kaber, Sally Demirdjian, Pamela C Cai, Elizabeth B Burgener, Nadine Nagy, Graham L Barlow, Medeea Popescu, Mark R Nicolls, Michael G Ozawa, Donald P Regula, Ana E Pacheco-Navarro, Samuel Yang, Vinicio A De Jesus Perez, Harry Karmouty-Quintana, Andrew M Peters, Bihong Zhao, Maximilian L Buja, Pamela Y Johnson, Robert B Vernon, Thomas N Wight, Carlos E Milla, Angela J Rogers, Andrew J Spakowitz, Sarah C Heilshorn, Paul L Bollyky

Faculty, Staff and Student Publications

Thick, viscous respiratory secretions are a major pathogenic feature of COVID-19, but the composition and physical properties of these secretions are poorly understood. We characterized the composition and rheological properties (i.e., resistance to flow) of respiratory secretions collected from intubated COVID-19 patients. We found the percentages of solids and protein content were greatly elevated in COVID-19 compared with heathy control samples and closely resembled levels seen in cystic fibrosis, a genetic disease known for thick, tenacious respiratory secretions. DNA and hyaluronan (HA) were major components of respiratory secretions in COVID-19 and were likewise abundant in cadaveric lung tissues from these …


Media Narrative Competition Between The U.S. And China During Covid-19, Zhenzhu Zhang Jun 2022

Media Narrative Competition Between The U.S. And China During Covid-19, Zhenzhu Zhang

Dissertations

This study examines the narratives that were presented in Chinese and American media by using Dr. Li Wenliang (one of the first people who tried to raise the alarm about the outbreak of COVID-19), and the COVID-19 origin controversy as case studies to understand how these news stories conflicted and which tellings became dominant. The way these two cases have been depicted in the media has changed over time. Understanding how that depiction changed is important because it helps demonstrate how narratives function to frame crises. The current study uses narrative, and framing theories to support thematic analysis of news …


2022-06-21_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services Jun 2022

2022-06-21_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services

Michigan COVID-19 Long Term Care Data

The COVID Long Term Care Facilities page was obtained from Michigan's COVID-19 data page: https://www.michigan.gov/coronavirus/stats/data-about-places/long-term-care-data.

This report is created by the Michigan Department of Health & Human Services from data self-reported by long-term care facilities into EMResource. Data for all reporting facilities is posted weekly each Monday.

The information below represents COVID-19 data reported directly to MDHHS by licensed and operating Skilled Nursing, Home for the Aged and Adult Foster Care facilities (licensed to serve 13 or more individuals) in Michigan from January 1, 2020. All long-term care facilities additionally have an obligation to report COVID-positive residents and/or staff …


2022-06-21_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services Jun 2022

2022-06-21_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services

Cumulative Michigan COVID-19 Data

The COVID Overview page was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus/stats.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled. COVID case and testing data will be posted once a week on Tuesdays.

This report is provisional and subject to change. City of Detroit and Wayne County are reported separately. MDHHS began tracking probable cases April 5, 2020. FCI indicates federal correctional institute. MDOC indicates Michigan Department of Corrections. Diagnostic tests, including nucleic acid amplification/real-time polymerase chain reaction (NAAT/RT-PCR) …


The President’S Remedy–What The Hydroxychloroquine Story Teaches Us About The Need To Limit Off-Lable Prescribing Powers, Jennifer Bard Jun 2022

The President’S Remedy–What The Hydroxychloroquine Story Teaches Us About The Need To Limit Off-Lable Prescribing Powers, Jennifer Bard

Catholic University Law Review

When the history of the first year of the United States Government’s response to the COVID-19 virus is written, there is likely to be mention of the still unexplained vehemence with which then president Donald J. Trump made use of his access to social media to promote seldom used anti-malaria drug, hydroxychloroquine, for both the prevention and treatment of COVID-19 despite the active growing opposition of most of the world’s scientists, including his own government scientists. While the use of drugs developed and approved by the FDA for different purposes to combat new diseases, off-label prescribing, is legal in the …


University Students’ And Teachers’ Wellbeing During Covid-19 In Bangladesh: A Qualitative Enquiry, Shaila Sultana, M Moninoor Roshid, Md. Zulfeqar Haider, Rubina Khan, Mian Md. Naushaad Kabir Phd, Akhter Jahan Phd Jun 2022

University Students’ And Teachers’ Wellbeing During Covid-19 In Bangladesh: A Qualitative Enquiry, Shaila Sultana, M Moninoor Roshid, Md. Zulfeqar Haider, Rubina Khan, Mian Md. Naushaad Kabir Phd, Akhter Jahan Phd

The Qualitative Report

The wellbeing of teachers and students has emerged as a common concern in research studies in recent times, specifically during the critical period of COVID-19. Based on the findings drawn from the qualitative data through focus group discussions of five groups of teachers (16 females and 8 males) and students (10 males and nine females) at the tertiary level of education in Bangladesh, this paper shows that online teaching during COVID-19 is affected by personal and social challenges, and consequently, both teachers and students experience anxieties and stresses. Teachers are anxious because of the university authorities' surveillance, frequent pay cuts, …


Time-To-Event Modeling For Hospital Length Of Stay Prediction For Covid-19 Patients, Yuxin Wen, Md. Fashiar Rahman, Yan Zhuang, Michael Pokojovy, Honglun Xu, Peter Mccaffrey, Alexander Vo, Eric Walser, Scott Moen, Tzu-Liang Bill Tseng Jun 2022

Time-To-Event Modeling For Hospital Length Of Stay Prediction For Covid-19 Patients, Yuxin Wen, Md. Fashiar Rahman, Yan Zhuang, Michael Pokojovy, Honglun Xu, Peter Mccaffrey, Alexander Vo, Eric Walser, Scott Moen, Tzu-Liang Bill Tseng

Engineering Faculty Articles and Research

Providing timely patient care while maintaining optimal resource utilization is one of the central operational challenges hospitals have been facing throughout the pandemic. Hospital length of stay (LOS) is an important indicator of hospital efficiency, quality of patient care, and operational resilience. Numerous researchers have developed regression or classification models to predict LOS. However, conventional models suffer from the lack of capability to make use of typically censored clinical data. We propose to use time-to-event modeling techniques, also known as survival analysis, to predict the LOS for patients based on individualized information collected from multiple sources. The performance of six …


Anxiety Symptoms Among Extension Professionals' During The Covid-19 Pandemic With The Gad-2, Glenn D. Israel, Colleen E. Gariton, Harsha E. James Jun 2022

Anxiety Symptoms Among Extension Professionals' During The Covid-19 Pandemic With The Gad-2, Glenn D. Israel, Colleen E. Gariton, Harsha E. James

Journal of Rural Social Sciences

According to the National Institute of Mental Health, anxiety disorders are a common mental health disorder but often remain undetected and undertreated. During the COVID-19 pandemic, Extension professionals have worked hard to address emerging issues that communities face, possibly impacting the amount of anxiety they experience. This study determined the prevalence of anxiety symptoms among Extension professionals in the United States. Participants from 24 states completed a survey containing the Generalized Anxiety Disorder 2-item (GAD-2) screener. Almost one-quarter of Extension professionals had a GAD-2 score greater than three, an indicator of anxiety with a possibility of generalized anxiety disorder, which …


Rural-Urban And Within-Rural Differences In Covid-19 Mortality Rates, Yue Sun, Kent Jason G. Cheng, Shannon M. Monnat Jun 2022

Rural-Urban And Within-Rural Differences In Covid-19 Mortality Rates, Yue Sun, Kent Jason G. Cheng, Shannon M. Monnat

Journal of Rural Social Sciences

Since late-2020, COVID-19 mortality rates have been higher in rural than in urban America, but there has also been substantial within-rural heterogeneity. Using CDC data, we compare COVID-19 mortality rates across the rural-urban continuum as well as within rural counties across different types of labor markets and by metropolitan adjacency. As of October 1, 2021, the cumulative COVID-19 mortality rate was 247.0 per 100,000 population in rural counties compared to 200.7 in urban counties. Higher COVID-19 mortality rates in rural counties are explained by lower average educational attainment and lower median household income. Within rural counties, mortality rates have been …


Intolerance Of Uncertainty, Sensory Processing, And Related Correlates In Autistic Children During The Covid-19 Pandemic, Mollie Bradley Jun 2022

Intolerance Of Uncertainty, Sensory Processing, And Related Correlates In Autistic Children During The Covid-19 Pandemic, Mollie Bradley

Theses and Dissertations

The COVID-19 pandemic increased uncertainty and anxiety for most and was especially disruptive to autistic people and their families. Autistic children were particularly vulnerable due to their intolerance for increased uncertainty and disruption to their school and therapy support. This study aimed to investigate the effect that increased uncertainty had on autistic children, specifically their sensory behaviors and stress levels and on the stress levels of their primary caregivers. Parents and guardians of 47 autistic children completed an online survey consisting of questions investigating background and demographic information, their experiences during the first six months of the pandemic, information about …


Covid-19: Teacher Interns’ Perspectives Of An Unprecedented Year, Cheryl L. Burleigh, Andrea Wilson, Jim Lane Jun 2022

Covid-19: Teacher Interns’ Perspectives Of An Unprecedented Year, Cheryl L. Burleigh, Andrea Wilson, Jim Lane

The Qualitative Report

During COVID-19, digital learning took on an unprecedented central focus in K-12 education. This study applied photovoice qualitative methodology to record and understand the lives and reality for teacher interns as they adapted to abrupt changes in the way they designed and delivered instruction while living homebound during a pandemic. Teacher interns shared their stories of transitioning to virtual or distance learning. Participants (n = 97) were a demographically and culturally diverse group of K-12 public school teacher interns from California. The findings from this study illuminate the need for U.S. public K-12 schools to develop specific professional development training …


Quality Of Financial Information And Accounting Considerations During The Covid-19 Pandemic, Maria Markova, Georgi Hristov Jun 2022

Quality Of Financial Information And Accounting Considerations During The Covid-19 Pandemic, Maria Markova, Georgi Hristov

International Journal of Business and Technology

The COVID-19 pandemic has posed numerous difficulties before business entities and thus before accounting professionals. The paper summarizes the main issues financial reporting faces during the pandemic with respect to the quality of the financial information provided by the financial statements of the entities. The main quality characteristics of useful financial information are brought to light in the context of the impediments posed by the COVID-19 crisis. Different aspects of financial reporting are discussed: the implications on the going concern principle; the effects on accounting judgements and estimates; events after the reporting period. The paper provides real-life examples for the …


Anxiety Of Struggling Readers And Excelling Readers During The Covid-19 Pandemic, Chelsey Taylor Lemmon Jun 2022

Anxiety Of Struggling Readers And Excelling Readers During The Covid-19 Pandemic, Chelsey Taylor Lemmon

Theses and Dissertations

Anxiety is the most reported negative emotion in the academic setting. One of the specific forms of anxiety that children can experience is reading anxiety (RA). Children who experience RA are often at risk for reading failure; likewise, children who experience reading failure are likely to experience RA. Children who excel at reading can also experience anxiety, often in the form of harm avoidance. Bibliotherapy has been shown to help to mitigate the effects of specific types of anxiety in children. The purpose of this study was to understand the anxiety of children who excel at reading and children at …


2022-06-15_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services Jun 2022

2022-06-15_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services

Cumulative Michigan COVID-19 Data

The COVID Overview page was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus/stats.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled. COVID case and testing data will be posted once a week on Wednesdays.

This report is provisional and subject to change. City of Detroit and Wayne County are reported separately. MDHHS began tracking probable cases April 5, 2020. FCI indicates federal correctional institute. MDOC indicates Michigan Department of Corrections. Diagnostic tests, including nucleic acid amplification/real-time polymerase chain reaction (NAAT/RT-PCR) …


2022-06-15_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services Jun 2022

2022-06-15_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services

Michigan COVID-19 Vaccine Data

The COVID Vaccine Dashboard page was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus/resources/covid-19-vaccine/covid-19-dashboard.

First-dose tracker above is for entire Michigan Population. Coverage maps below are for age 5+.

Previously reported numbers of administered vaccine doses may change as new data are received. A possible lag in reporting vaccine doses will result in increases in numbers previously reported.

This report is created by the Michigan Department of Health and Human Services Division of Immunization from data reported to the Michigan Care Improvement Registry (MCIR).

The dashboard contained the tabs Primary Series Doses Administered, Primary Series Doses by Vaccine, …


Flexible Working Practices For Educated Egyptian Women In The Digital Era: A Study On Telework During The Covid-19 Pandemic And Its Potential To Reduce Gender Gap, Sarah Sherif El Ashry Jun 2022

Flexible Working Practices For Educated Egyptian Women In The Digital Era: A Study On Telework During The Covid-19 Pandemic And Its Potential To Reduce Gender Gap, Sarah Sherif El Ashry

Theses and Dissertations

Telework has recently gained popularity around the world, a trend that saw significant growth with the emergence of the COVID-19 pandemic. Egypt is one of the many countries that adopted this new approach in an attempt to facilitate social distancing policies. This allowed more working mothers in Egypt to experience telework practices for the first time and be able to report their experience. These circumstances have presented a great opportunity to test its simultaneous application across different sectors throughout Egypt. Therefore, it is important to reflect on the adoption of telework during the COVID-19 pandemic. This study aims to examine …


2022-06-14_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services Jun 2022

2022-06-14_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services

Michigan COVID-19 Long Term Care Data

The COVID Long Term Care Facilities page was obtained from Michigan's COVID-19 data page: https://www.michigan.gov/coronavirus/stats/data-about-places/long-term-care-data.

This report is created by the Michigan Department of Health & Human Services from data self-reported by long-term care facilities into EMResource. Data for all reporting facilities is posted weekly each Monday.

The information below represents COVID-19 data reported directly to MDHHS by licensed and operating Skilled Nursing, Home for the Aged and Adult Foster Care facilities (licensed to serve 13 or more individuals) in Michigan from January 1, 2020. All long-term care facilities additionally have an obligation to report COVID-positive residents and/or staff …


Assessing Covid-19 Testing Strategies In K-12 Schools In Underserved Populations: Study Protocol For A Cluster-Randomized Trial, Samantha Hayes, Sara Malone, Brittany Bonty, Nancy Mueller, Summer M Reyes, Sydney A Reyes, Christina Evans, Myisha Wilcher-Roberts, Tremayne Watterson, Sewuese Akuse, Jamee Shelley, Grace Yuan, Ian Lackey, Jasmine Prater, Brock Montgomery, Cynthia Williams, Sheretta T Butler-Barnes, Kelly Harris, Charlene Caburnay, Nikole Lobb Dougherty, Jingxia Liu, Albert Lai, Julie Neidich, Stephanie Fritz, Jason G Newland Jun 2022

Assessing Covid-19 Testing Strategies In K-12 Schools In Underserved Populations: Study Protocol For A Cluster-Randomized Trial, Samantha Hayes, Sara Malone, Brittany Bonty, Nancy Mueller, Summer M Reyes, Sydney A Reyes, Christina Evans, Myisha Wilcher-Roberts, Tremayne Watterson, Sewuese Akuse, Jamee Shelley, Grace Yuan, Ian Lackey, Jasmine Prater, Brock Montgomery, Cynthia Williams, Sheretta T Butler-Barnes, Kelly Harris, Charlene Caburnay, Nikole Lobb Dougherty, Jingxia Liu, Albert Lai, Julie Neidich, Stephanie Fritz, Jason G Newland

2020-Current year OA Pubs

BACKGROUND: Since March 2020, COVID-19 has disproportionately impacted communities of color within the United States. As schools have shifted from virtual to in-person learning, continual guidance is necessary to understand appropriate interventions to prevent SARS-CoV-2 transmission. Weekly testing of students and staff for SARS-CoV-2 within K-12 school setting could provide an additional barrier to school-based transmission, especially within schools unable to implement additional mitigation strategies and/or are in areas of high transmission. This study seeks to understand the role that weekly SARS-CoV-2 testing could play in K-12 schools. In addition, through qualitative interviews and listening sessions, this research hopes to …


Protein Design And Immunogenic Analysis Of Covid-19 Vaccine Candidates Based On Rbd/Trimeric-Spike Antigens And Chimeric Vlps Antigens, Claudio Prieto, Ernesto Garay, Javier Villarraza, Antonela Fuselli, Agustina Gugliotta, Celeste Rodríguez, Victoria Gastaldi, Natalia Ceaglio, Diego Fontana Jun 2022

Protein Design And Immunogenic Analysis Of Covid-19 Vaccine Candidates Based On Rbd/Trimeric-Spike Antigens And Chimeric Vlps Antigens, Claudio Prieto, Ernesto Garay, Javier Villarraza, Antonela Fuselli, Agustina Gugliotta, Celeste Rodríguez, Victoria Gastaldi, Natalia Ceaglio, Diego Fontana

Vaccine Technology VIII

Spike glycoprotein (S) and its Receptor Binding Domain region (RBD) are the main targets of neutralizing antibodies during an infection with SARS-CoV-2, the etiologic agent of COVID-19 pandemic viral disease. Thus, they are the chosen antigens for the development of diagnostic kits and vaccines candidates. Furthermore, Virus-like Particles (VLPs) constitute potent immunogens that have been engineered to obtain vaccine candidates through expression of SARS-CoV-2 S, M, E and N proteins. Although it might be a challenging platform, as multiple proteins must be expressed in order to assure VLP budding, they are able to induce stronger immune responses than soluble antigens …


2022-07-12_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services Jun 2022

2022-07-12_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services

Michigan COVID-19 Long Term Care Data

The COVID Long Term Care Facilities page was obtained from Michigan's COVID-19 data page: https://www.michigan.gov/coronavirus/stats/data-about-places/long-term-care-data.

This report is created by the Michigan Department of Health & Human Services from data self-reported by long-term care facilities into EMResource. Data for all reporting facilities is posted weekly each Monday.

The information below represents COVID-19 data reported directly to MDHHS by licensed and operating Skilled Nursing, Home for the Aged and Adult Foster Care facilities (licensed to serve 13 or more individuals) in Michigan from January 1, 2020. All long-term care facilities additionally have an obligation to report COVID-positive residents and/or staff …


News Flash: Content Framing Of Higher Education During The Covid-19 Campus Closures, Sara Nelson Jun 2022

News Flash: Content Framing Of Higher Education During The Covid-19 Campus Closures, Sara Nelson

College of Education Theses and Dissertations

The COVID-19 pandemic swept the world in a cascade of crises, impacting every industry and individual. This study sought to analyze the prevailing narratives of higher education news coverage during the initial crisis event of COVID-19, when colleges and universities around the world closed their doors and sent students home. Historically, higher education has not been well positioned by the media in times of crisis. A tarnished reputation can lead to direct and immediate loses in enrollment, funding, rankings, selectivity of students and the financial health of an institution. The framing of media narratives plays a direct role in how …


Challenges Created By The Covid-19 Pandemic: Pediatric Emergency Medicine And Disaster Management Perspectives, Thomas E Tanner, Nichole R Davis, Brent D Kaziny, Erin E Endom, Esther M Sampayo Jun 2022

Challenges Created By The Covid-19 Pandemic: Pediatric Emergency Medicine And Disaster Management Perspectives, Thomas E Tanner, Nichole R Davis, Brent D Kaziny, Erin E Endom, Esther M Sampayo

Faculty, Staff and Students Publications

OBJECTIVE: The coronavirus disease (COVID-19) pandemic has presented unique challenges to pediatric emergency medicine (PEM) departments. The purpose of this study was to identify these challenges and ascertain how centers overcame barriers in creating solutions to continue to provide high-quality care and keep their workforce safe during the early pandemic.

METHODS: This is a qualitative study based on semi-structured interviews with physicians in leadership positions who have disaster or emergency management experience. Participants were identified through purposive sampling. Interviews were recorded and transcribed electronically. Themes and codes were extracted from the transcripts by 2 independent coders. Constant comparison analysis was …


2022-06-08_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services Jun 2022

2022-06-08_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services

Cumulative Michigan COVID-19 Data

The COVID Overview page was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus/stats.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled. COVID case and testing data will be posted once a week on Wednesdays.

This report is provisional and subject to change. City of Detroit and Wayne County are reported separately. MDHHS began tracking probable cases April 5, 2020. FCI indicates federal correctional institute. MDOC indicates Michigan Department of Corrections. Diagnostic tests, including nucleic acid amplification/real-time polymerase chain reaction (NAAT/RT-PCR) …


2022-06-08_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services Jun 2022

2022-06-08_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services

Michigan COVID-19 Vaccine Data

The COVID Vaccine Dashboard page was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus/resources/covid-19-vaccine/covid-19-dashboard.

First-dose tracker above is for entire Michigan Population. Coverage maps below are for age 5+.

Previously reported numbers of administered vaccine doses may change as new data are received. A possible lag in reporting vaccine doses will result in increases in numbers previously reported.

This report is created by the Michigan Department of Health and Human Services Division of Immunization from data reported to the Michigan Care Improvement Registry (MCIR).

The dashboard contained the tabs Primary Series Doses Administered, Primary Series Doses by Vaccine, …


2022-06-07_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services Jun 2022

2022-06-07_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services

Michigan COVID-19 Long Term Care Data

The COVID Long Term Care Facilities page was obtained from Michigan's COVID-19 data page: https://www.michigan.gov/coronavirus/stats/data-about-places/long-term-care-data.

This report is created by the Michigan Department of Health & Human Services from data self-reported by long-term care facilities into EMResource. Data for all reporting facilities is posted weekly each Monday.

The information below represents COVID-19 data reported directly to MDHHS by licensed and operating Skilled Nursing, Home for the Aged and Adult Foster Care facilities (licensed to serve 13 or more individuals) in Michigan from January 1, 2020. All long-term care facilities additionally have an obligation to report COVID-positive residents and/or staff …


Latent Linguistic Motifs In Social Media Postings Resisting Covid-19 Misinformation, Tavleen Singh, Sofia Olivares, Sahiti Myneni Jun 2022

Latent Linguistic Motifs In Social Media Postings Resisting Covid-19 Misinformation, Tavleen Singh, Sofia Olivares, Sahiti Myneni

Faculty, Staff and Student Publications

Social media has become a predominant source of information for many health care consumers. However, false and misleading information is a pervasive problem in this context. Specifically, health-related misinformation has become a significant public health challenge, impeding the effectiveness of public health awareness campaigns and resulting in suboptimal responsiveness to the communication of legitimate risk-related information. Little is known about the mechanisms driving the seeding and spreading of such information. In this paper, we specifically examine COVID-19 tweets which attempt to correct misinformation. We employ a mixed-methods approach comprising qualitative coding, deep learning classification, and computerized text analysis to understand …


Governmental Persuasion Strategies On Social Media During Covid-19: A Comparative Study Of The Us And China, Fan Wang Jun 2022

Governmental Persuasion Strategies On Social Media During Covid-19: A Comparative Study Of The Us And China, Fan Wang

Hatfield Graduate Journal of Public Affairs

This study compared persuasive strategies of the governments of the U.S. and China during a public health crisis using social media messages. Collecting data with R and Python from two national public health sectors' official accounts on Twitter (N = 1,630) and Sina Weibo (N = 3,554), the researcher investigated how the organizations' messages reflected Cialdini's seven principles of persuasion and whether other emergent messaging patterns occurred. According to the different phases that the two countries had gone through during the pandemic, the researcher also conducted a pooled times series analysis to investigate the relationship between the frequency of daily …


Using Hospital Bed Capacity Prediction During Covid-19 To Determine Feature Importance, Helene Barrera, Justin Ehly, Blake Freeman, Chris Papesh, Brad Blanchard Jun 2022

Using Hospital Bed Capacity Prediction During Covid-19 To Determine Feature Importance, Helene Barrera, Justin Ehly, Blake Freeman, Chris Papesh, Brad Blanchard

SMU Data Science Review

The COVID-19 pandemic has exacerbated existing hospital capacity limitations in the United States, causing hospitals in certain regions to hit maximum capacity. The purpose of this study is to investigate key features of COVID-19 related admissions to help create a higher level of public understanding and help guide healthcare management professionals and governments when considering preventive measures. The introduction of preventative measures and new regulations during the pandemic have led to the generation of multiple types of models and feature selection methods in the field of Machine Learning that are increasingly complicated. This study focuses on the exploration of feature …