This living document is a summary of policy measures taken by federal agencies and states related to COVID-19. The measures include data on respiratory and other high-risk underlying conditions, social vulnerability, and other related factors. Voluntary, Bluetooth-based contact tracing application includes self-reported symptom sharing to support exposure notification even before confirmation of test results. Johns Hopkins has also developed a free six-hour training in Coursera on contact tracing. (After clicking "View Dataset," first-time users need to create a project in Google Cloud to access the data). Sign up to receive our bi-weekly newsletter plus periodic updates on your research topics of interest. Old Updates All institutions involved in public health and infection control can benefit from these data because by using this model, they can daily construct a reliable forecast for COVID-2019 epidemic. In this letter, two time delay dynamic models, a Time Delay Dynamical–Novel Coronavirus Pneumonia (TDD‐NCP) model and Fudan‐Chinese Center for Disease Control and Prevention (CCDC) model, are introduced to track the data of Coronavirus Disease 2019 (COVID‐19). Th… This report outlines recommendations on how to reopen the American economy through what Harvard deems a TTSI (Testing, Tracing and Supported Isolation) path. The WHO website contains information for individuals, states, and agencies about how to handle the recent spread of the coronavirus, including news on recent developments as well as guidelines and trainings to prevent virus transmission. The tool then runs an epidemiological SIR (Susceptible, Infectious, Recovered) model to project the number of new hospitalizations per day. This web page provides up-to-date information on the status of COVID-19 in the United States and abroad, the actions that states and territories have taken to address it, and the latest efforts by the federal government. What Role Could Greater Price Transparency Play in Lowering Health Care Costs? May 1, 2020 4. This page was last updated at 9:45 p.m. Pacific, December 3, 2020. The Health Resource Service Administration’s Bureau of Health Workforce developed criteria to designate whether or not an area or population is a Health Professional Shortage Area, Medically Underserved Area, or Medically Underserved Population. The Reich Lab at the UMass-Amherst is an Influenza Forecasting Center of Excellence and the source for the official CDC COVID-19 Forecasting page. It is a living document that could change frequently as new information and new policies become available or are enacted. 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. MIT machine learning models find gaps in coverage by Moderna, Pfizer, other Warp Speed COVID-19 vaccines. Quality of care data are available for more than 4,000 Medicare-certified hospitals across the country, including more than 130 Veterans Affairs medical centers. This tool allows users to project exposures, infections, and hospitalizations due to COVID-19. Track how the novel coronavirus is spreading around the globe with up-to-date visuals that give context to the data collected on Johns Hopkins University's COVID-19 map. Prior to April 1, 2020, we used county data sources for more reliably timely reporting of California's COVID-19 data. These data may be of use for linking hospitals to health systems and characteristics of health systems. Facebook's Data for Good team has developed a new COVID-19 forecasting tool to provide decision makers county level data. Forecast data are available by default under a CC BY 4.0 license.Some models have specific licenses. It also includes a state action tracker. This website provides state-by-state data aimed at supporting the decision to reopen the economy. It also describes a need for innovation in testing, and how the public and private sector can work together to spur economic growth in a safe public health context. Models make various assumptions about the levels of social distancing and other interventions, which may not reflect recent changes in behavior. The first tools to emerge in response to the crisis were related to counting COVID-19 cases, hospitalizations, and deaths (and eventually testing), as we collectively seek to understand the scope of this event. This site contains several national- and state-level forecasts of cumulative COVID-19 deaths for the next four weeks. This led to a modest drop in cases and deaths, as the state's data lags behind the county sources. These resources include publicly available data sources as well as COVID-19 modeling sites about hospital availability and supply, and the location of physicians and other clinicians. COVID-19 Curated Data, Modeling, and Policy Resources COVID-19 presents an urgent need for data and tools for states, health care decision makers, providers, and others to predict need and direct resources, based on the best available evidence. Covid-19: Explore Your Visualizer Degrees of Freedom: in this article, the author uses COVID-19 data to demonstrate how graphs can communicate very differently, and be manipulated. 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. The ensemble forecast combines models unconditional on particular interventions being in place with those conditional on certain social distancing measures continuing. This public data set provides a county-level view of income, wages, proprietors’ income, dividends, interest, rents, and government benefits, including a number of federal- and state-level subsidies. Birx was likely referring to a new modeling study on likely US and UK outcomes during the COVID-19 pandemic, published yesterday by a team of epidemiologists at the Imperial College of London. The webpage is updated periodically with new resources. Previous daily charts: Archive of COVID-19 cases in Massachusetts. This tool traces proximity events. NOVID alerts those people, and estimates who those people might have transmitted COVID-19 to and alerts them. Saving Lives, Protecting People, COVID-19 Forecasting: Background Information, Previous COVID-19 Forecasts: Hospitalizations, National Center for Immunization and Respiratory Diseases (NCIRD), Hospitalization Surveillance Network COVID-NET, Laboratory-Confirmed Hospitalizations by Age, Demographics Characteristics & Medical Conditions, Seroprevalence Surveys in Special Populations, Large-Scale Geographic Seroprevalence Surveys, Sampling Strategy: Where, How, and What to Sample, Targeted Wastewater Surveillance at Facilities, Institutions, and Workplaces, Hospitalization and Death by Race/Ethnicity, U.S. Department of Health & Human Services. State Timeline. (After clicking “View Dataset,” first-time users need to create a project in Google Cloud to access the data). Download national forecast data excel icon [XLS – 28 KB] State Forecasts. It is the only complete national source of information on the size, unit mix, and location of individual projects. CDC is not responsible for Section 508 compliance (accessibility) on other federal or private website. Census data are publicly available through the census website, but much of the data are available in summarized data and graphs. This link contains information on federal and state policies related to COVID-19, in addition to U.S. news. Google and Apple have provided draft documentation and technical specifications for an Exposure Notification system in service of privacy-preserving contact tracing. In this study, data mining models were developed for the prediction of COVID-19 infected patients’ recovery using epidemiological dataset of COVID-19 patients of South Korea. This data set is freely available on Google Cloud. Our work in Medicare, Medicaid and CHIP, disability, commercial health, state programs, and other health care topic areas. Raw data used to create the dashboard: COVID-19 Raw Data - December 5, 2020. Additional COVID-19 data. Linking to a non-federal website does not constitute an endorsement by CDC or any of its employees of the sponsors or the information and products presented on the website. The ACS is an ongoing survey of more than 3.5 million households across the country that provides vital information on a yearly basis about the United States and its people. Please click the “Accept” button or continue to use our website if you agree to our use of cookies, as detailed in our privacy and cookie policy. The U.S. census count (also known as the Decennial Census of Population and Housing) is a count of every U.S. resident. The data include point-in-time counts of homeless individuals; housing inventory counts conducted annually; and estimates of chronically homeless persons, homeless veterans, and homeless children and youth. Daily reports feature data from the previous day. (After clicking “View Dataset,” first-time users need to create a project in Google Cloud to access the data). Together with Provider of Service (POS) data, these data can be used to measure hospital availability and supply. Our website uses cookies. The report summarizes resources to identify measures of well-being, social connectedness, and other constructs that measure social and behavioral effects of the COVID-19 epidemic on populations’ health outcomes. It contains a map showing the number of children at-need and allows for selection of various types of providers, from teachers to childcare workers and school administrators. The LIHTC database, created by HUD and available to the public since 1997, contains information on more than 47,000 projects and 3 million housing units placed in service between 1987 and 2017. New models show how COVID-19 can spread through a city, based on population demographics, simulation techniques and virus case data. The authors published a list of dos and don’ts for privacy-friendly COVID-19 contact-tracing apps. 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