How many people have COVID-19, and what will the pandemic look like in the future?Forecasting models can help predict trends such as infection or mortality rates. It does not provide recommendations or examine the privacy or security implications of these technologies. The Institute for Health Metrics and Evaluation (IHME) projections include state and national information about COVID-19 case counts, hospital/ICU beds, and invasive ventilators available and needed for the projected cases. (After clicking “View Dataset,” first-time users need to create a project in Google Cloud to access the data). This dashboard, which draws on anonymized data from private companies and the U.S. Census Bureau, shows the economic impacts of COVID-19, including impacts on consumer spending, unemployment, small business revenue, and job postings, by industry. These recommendations are in line with those from the Harvard Center for Ethics. Data science vs the COVID-19 pandemic: Flattening the curve -- but how? The underlying data are not currently publicly available, though may be made available in the future. Whenever anyone anonymously self-reports a positive test, the app estimates who they might have transmitted COVID-19 to, based on which devices were near each other for long enough. Information includes Q&As between beneficiaries and Medicaid (such as how to enroll additional family members in Medicaid or replace a lost Medicaid card); a disaster preparedness toolkit; a memorandum with a summary of the types of Medicaid and CHIP strategies that can be deployed in an emergency situation, as well as an inventory of the various strategies available to states and the action needed to effectuate them; and FAQs for Medicaid and CHIP agencies (on topics such as resources available, emergency preparedness and response, benefit flexibilities, financing flexibilities, and more). You need to retrain your Marketing Mix Models with the latest data by splitting each of media and marketing metric into two parts. These resources include data sources, measures, and efforts to examine risk factors and other population needs and risk-stratified outcomes. The webpage allows policymakers and the public easily examine the disproportionate impact of COVID-19 on racial and ethnic minorities. Learn how you can partner with Mathematica to scale response to COVID-19, guide recovery, and build resilience. 3:27 Alberta’s overwhelmed hospitals expect even more COVID-19 cases The Alberta NDP says leaked modelling data shows that nearly 800 Albertans are projected to be hospitalized with COVID … Objective:Provide a library/API that ingests COVID-19 data to provide simulated outcomes based on local isolation/quarantine policy levers as represented in published models. One of their more sober tasks is predicting the number of Americans who will die due to COVID-19. At the start of April, we began reporting primarily from the state data dashboard(s). This site contains maps to identify neighborhoods with a higher risk of COVID-19 infections, based on demographic risk factors such as age, pre-existing conditions such as diabetes, and people living alone. Scroll down on the page to see a table and map on "State COVID-19 Health Policy Actions," which show Section 1135 waivers approved. This makes it harder to compare data across places and over time. May 8, 2020 3. The data is maintained by Hannah Ritchie, and was downloaded directly from Coronavirus Source Data. (After clicking “View Dataset,” first-time users need to create a project in Google Cloud to access the data). This open-source tool allows hospitals to project new hospital admissions, ICU admissions, and patients requiring ventilation due to COVID-19. This website contains information on school closures for 46 districts. The framework specifies key performance indicators for testing and contact tracing at each risk level and stresses the need to continue suppression at all risk levels. (After clicking "View Dataset," first-time users need to create a project in Google Cloud to access the data). Johns Hopkins has also developed a free six-hour training in Coursera on contact tracing. More information on the forecasting tool can be found in news stories from The New York Times and ProPublica. This data set is freely available on Google Cloud. The resources included in this section can be used to examine secondary (that is, indirect) impacts of COVID-19, including effects on employment, education, food security, and mental health. The Open Data Institute writes on the importance of publishing the data and models for decision making on COVID-19 to provide accountability to the public and support common efforts. It provides a weekly summary of key results each Friday morning. What Role Could Greater Price Transparency Play in Lowering Health Care Costs? Our work in Medicare, Medicaid and CHIP, disability, commercial health, state programs, and other health care topic areas. Track COVID-19 local and global coronavirus cases with active, recoveries and death rate on the map, with daily news and video. On May 4, 2020, we expanded our model to account for factors that could … Additional COVID-19 data. (After clicking “View Dataset,” first-time users need to create a project in Google Cloud to access the data). Modeling the future. The resource enables researchers and policy makers to identify key COVID-19 research papers and trends, and to search a database of key words to identify relevant research. Previous daily charts: Archive of COVID-19 cases in Massachusetts. This website provides state-by-state data aimed at supporting the decision to reopen the economy. Reasons to be cautious Robust models that predict the prognosis of coronavirus 2019 (covid-19) are urgently needed to support decisions about shielding, hospital admission, treatment, and population level interventions. This interactive tool designed by MGH (in collaboration with Harvard Medical School, Georgia Tech, and the Boston Medical Center) evaluates the impact of different social-distancing interventions (by varying their intensity and timing) on reduction in the spread of coronavirus in the U.S. until August 31, 2020. Timeline of COVID-19 policies, cases, and deaths in your state. The site includes reports showing which providers received a payment from the CARES Act general distribution, and targeted distributions to high-impact providers, safety net hospitals, rural hospitals (including critical access hospitals), and skilled nursing facilities. Below are modeling presetation slidedecks: 1. 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