A Tracker of Trackers: COVID-19 Policy Responses and Data

A massive collection of COVID-19 policy trackers and data. It covers cross-country research in the areas of non-pharmaceutical interventions, economic and social policy responses, public attitudes, politics and media coverage.

ABCD COVID-19 Impact Measure

The COVID-19 Impact Measure was created to be administered to the participants of the NIH-sponsored Adolescent Brain and Cognitive Development (ABCD) longitudinal study of 11,880 diverse community youth enrolled at age 9-10 in 2016-2018 (i.e., birth years 2006-2009) at 21 research sites around the United States.
The ABCD sample was targeted to match U.S. demographics as defined by the American Community Survey (ACS) and is being followed until at least age 20. ABCD will send all currently enrolled participants (age range: 11-13) and their parent/guardian the opportunity to complete the ABCD COVID-19 questionnaires. ABCD's COVID-19 research sends the measure multiple times over several months in 2020.

ACAPS Secondary Impacts of COVID-19 Dataset

The dataset will track secondary impacts across a wide range of relevant themes: economy, health, migration, education to name a few. A set of around 80 impact indicators anticipated to be impacted by COVID-19 have been identified and organized across 4 pillars and 13 thematic blocks. Additionally, a set of around 25 pre-COVID-19 baseline indicators have been selected for each pillar.
The data collection is conducted on a country-level and identifies the secondary impacts the COVID- 19 pandemic is having in more than 190 countries. Data comes from a range of available sources, including international organizations, research centers, and media analysis.

ActiveConclusion COVID-19 Mobility Data Aggregator

Scraper of Google, Apple and Waze COVID-19 Mobility Reports

AID:A Corona Add-on

For AID:A Growing up in Germany: Corona Add-on Everyday Worlds are available as a basis for the empirical analyzes with data on current living conditions, as well as their circumstances during the first COVID-19 lockdown.
As part of the study, from August to November 2020, a total of 867 people between the ages of 12 and 32 who had already participated in the main survey in 2019 were surveyed using a short interim survey in the form of an add-on on the corona pandemic and its consequences. The content of the short questionnaire was the life situation during the corona pandemic. With the two surveys in 2019 and 2020, the survey offers the opportunity to analyze changes in living situation for at least some young people before and during the corona pandemic.

Airport association ADV (Association of German Commercial Airports)

Monthly and weekly volume of traffic development of passengers and from German commercial airports by Airport association ADV (Association of German commercial airports, in German)

American Life Panel Survey on Impacts of COVID-19

A survey fielded through the RAND American Life Panel (ALP) to assess the effects of the coronavirus disease 2019 pandemic on individuals and households across a variety of topics. Three times per year, all panel members are asked to complete a survey that contains demographic information and questions about their employment status, household composition, health status, well-being, and health insurance.

Apple and Google Partner on COVID-19 Contact Tracing Technology

Apple and Google will be launching a comprehensive solution that includes application programming interfaces (APIs) and operating system-level technology to assist in enabling contact tracing.

Apple Mobility Reports

Changes in requests for directions by transportation type for all available countries/regions and cities. Reports are published daily and reflect requests for directions in Apple Maps.

ARD-DeutschlandTREND

Infratest dimap’s ARD-DeutschlandTREND is a survey commissioned by ARD’s “Tagesthemen” and a number of daily newspapers. It periodically polls current attitudes and political opinion in Germany. The DeutschlandTREND is based on representative telephone interviews (CATI) with around 1,000 eligible voters in. In response to significant political and social events, “DeutschlandTREND extra” surveys are additionally conducted outside of the regular cycle especially since March 2020 on COVID-19.

Austrian COVID-19 Open Data Information Hub

Dashboard, statistics and afficial data from the Austrian Federal Ministry for Social Affairs, Health, Care and Consumer Protection, with applications, visualizations, and further European and international resources and initiatives on trustworthy open data on COVID-19 (in German).

Baidu Maps’ Migration Big Data Platform

Daily population flow data from Baidu that proxies for the total intensity of migration from and into other cities in China. Originally developed to track population movements out of Wuhan and the early spread of the coronavirus helping epidemiologists build an approximate picture of people’s migration with some carrying coronavirus. (service no longer active, in Chinese).

BfR-Corona-Monitor

The BfR Corona-Monitor is a recurring representative survey of the German population's perception of risks from the new type of coronavirus. Since 24 March 2020, randomly selected people have been asked by telephone every Tuesday about their perception of the risk of infection and the protective measures they have taken.

BIDCOFU Survey

The survey collected a sample of approximately 1,500 UK respondents in Prolific, an online platform collection that connects researchers with participants, who get paid cash for taking part in research. The sample is representative of the UK population with regards age, sex and ethnicity and should be available in August 2020.
The survey was launched June 2020 and announced with the title “BIDCOFU Survey” with the following brief summary: This study is conducted by researchers from the University of Exeter. Participants will be asked to answer a set of questions on demographic patterns. This includes questions that may be sensitive, including but not limited to questions related to COVID-19, mental health and well-being, physical health and health-related behaviors, concerns and perceptions about COVID-19, its prevalence and lethality, expectations on COVID-19 and unemployment, employment and job characteristics, non-labor market time and changes, behaviors when going out, views on the effectiveness of masks.

BRAC Rapid Perception Survey on COVID-19 Awareness and Economic Impact

BRAC staff collected data from 2,317 households of different socioeconomic backgrounds through both phone interviews (79%) and face to face (21%) interviews using a structured questionnaire. Given the lockdown situation, the survey could not strictly maintain a representative sampling procedure. However, the findings do reflect a country-wide general picture of the people’s awareness of COVID-19 and the economic hardship induced by the lockdown declared to minimise the health risk of the Pandemic.

Bruegel Datasets: Fiscal Response to the Economic Fallout from the Coronavirus

In this dataset the discretionary fiscal responses of EU countries, the United Kingdom and the United States are summarised and compared. Only adopted discretionary fiscal measures are considered.

Burning Glass Technologies

Database of more than a billion current and historical job postings from Burning Glass Technologies to measure economic shocks effects on the job market.

Cambridge Core Blog: Country Responses to the Covid-19 Pandemic

Members of the European Health Policy Group and the Anglo-American Health Policy Network, were invited to write 1,200 words on the response of their region or country thus far to the COVID-19 pandemic.
The authors were asked to write their reports on their country/region’s response to the pandemic up to the beginning of April, offering an indication of the justification given for the response (e.g. was it expert-informed, was the response immediate or delayed, was it informed by the experiences of other countries etc.?). In the final third of their reports, the authors were asked to offer a reflection on the response thus far. They were asked to consider what they think has been done well, and what could have been done better.
At the beginning of each month, until the crisis has passed, the authors will be given the opportunity to offer short updates, of 600-800 words, on their country/region’s continuing response to this pandemic and their further reflections on those responses.

Canadian Perspective Survey Series

The Canadian Perspectives Survey Series (CPSS) involves people who agree to complete about six very short online surveys over a period of one year (about one every two months) using randomly sample households from the Labor Force Survey (LFS) out-going rotation groups.
The first survey of the series focused on the impacts of COVID-19. The second survey of the series focused on monitoring the effect of COVID-19. The third survey of the series focuses on the gradual reopening of economic and social activities during COVID-19.

CanCovidData

The goal of CanCovidData is to provide a collection of covid-19 data import functions for international and Canadian data, as well as some helper functions for data processing and graphing. R package which lines up with the official updates from the Public Health Agency of Canada.

Centers for Disease Control and Prevention (CDC) COVID-19 Disease

CDC uses diverse data streams to track and analyze COVID-19 at the local, state, and national levels. CDC reports COVID-19 case counts, deaths, and laboratory testing numbers daily online. Data on the COVID-19 website and CDC’s COVID Data Tracker are based on the most recent numbers reported by states, territories, and other jurisdictions. Data are dependent on jurisdictions’ timely and accurate reporting. In addition, CDC regularly reports provisional death certificate data on the NCHS website.

Centers for Disease Control and Prevention (CDC) Official COVID-19 Mortality Rate

Deaths with confirmed or presumed COVID-19, coded to ICD–10 code U07.1. Counties included in this table have 10 or more COVID-19 deaths at the time of analysis. Number of deaths reported in this table are the total number of deaths received and coded as of the date of analysis and do not represent all deaths that occurred in that period. Data during this period are incomplete because of the lag in time between when the death occurred and when the death certificate is completed, submitted to NCHS and processed for reporting purposes.

Children of Immigrants Longitudinal Survey - COVID-19 Supplementary Survey

Data collection for CILS4COVID started in April 2020, By the end of the fieldwork period, a total of 67% (N = 3,517) of this gross sample had participated in the survey. Fieldwork was conducted in two different interview modes: Web and postal questionnaires. The questions centered around the impact of the COVID-19 pandemic on daily life, questions about respondents' attitudes towards both the COVID-19 pandemic and climate change. Except for the reference word, both sets of questions have the same wording. The purpose of this is to compare young adults' perceptions of how policymakers are dealing with both challenges.
The questions cover the following areas:

• Trust in political parties in dealing with the respective challenge
• Attitudes toward the German federal government in dealing with the respective challenge
• Attitudes toward how the German government is handling the respective challenge
• Perceptions of the responsibility of the state and the citizens in dealing with the respective challenge

China Data Lab - China COVID-19 Daily Cases with Basemap

Daily update on the numbers of COVID-2019 confirmed, recovered, dead, foreign imported cases with Chinese provincial and city level base maps in the format of shapefile. The data starts from January 15, 2020.

CHS COVID-19 Control Strategies List (CCCSL)

Worldwide, governments have implemented country-specific control strategies to . However, were those measures effective? Researchers at the Complexity Science Hub (CSH) Vienna are building a comprehensive database of non-pharmaceutical interventions (NPIs) taken by the governments worldwide in order to prevent the introduction and mitigate the spread of the virus, and to assess the impact of these actions on the spread of the COVID-19 in the respective countries. Students, researchers, and volunteers are collecting data from public sources on the implemented NPIs, including the time schedules for the implementation.
The dataset describes the implemented NPIs for 54 countries, including the Diamond Princess cruise ship. Measures implemented at the subnational level (state, region, city) are also included.

Citizens’ Attitudes Under the COVID-19 Pandemic Project

The survey measures ordinary people’s perceptions of and behavioral reactions to the disease caused by COVID-19. It investigates and documents attitudes towards policies on a number of issues – health, the economy, civil liberties – and towards governments and institutions. The project measures representations, attitudes and reactions among the general public in the context of the COVID-19 pandemic in a number of countries exposed to the coronavirus. Among others it examines also how people respond to the crisis in terms of economic well-being, tax implications, preferences on the role of the state, economic choices related to the national context and supranational environment (cooperation vs. self-interest).
The methodological design consisted of a broad series of online public opinion surveys in 18 countries in March and April 2020. The survey was repeated at least 4 times in every country (8 waves in France). All surveys run through CAWI (Computer-assisted web interviewing) on samples going from 2,000 respondents to 1,000 respondents.

CLEAR Project Survey

In order to analyze the impact of COVID-19 measures on households and women in Italy, the researchers used a representative sample of 800 Italian women interviewed in April and July 2019 with the purpose of understanding inequalities in women’s work, savings and pensions. In April 2020, the project repeated the interviews, adding specific questions related to the the COVID-19 crisis.
The survey was designed to gather data on four main areas that may have been affected by the health emergency: work, housework, childcare and home schooling. The questions asked, show whether the women and their partners were allowed to continue working at their jobs after the lockdown and its effects during the first phase of the emergency.

COCONEL for Coronavirus and Confinement: Longitudinal Survey

COCONEL for Coronavirus and Confinement: Longitudinal survey, is an online survey deployed by the IFOP polling institute with a panel of a thousand people representative of the French adult population on various aspects of the COVID-19 crisis. Conducted by a consortium of researchers, the study aims to follow more specifically the psychological, emotional and behavioral response of the French population to the COVID-19 epidemic and to containment.
The COCONEL survey is carried out online. Once a week, a sample of a thousand people, representative of the French adult population, is interviewed on the following aspects: housing conditions, job, child and educational continuity, neighborhood and feeling of isolation, containment and living conditions, opinions on containment, prognosis for the duration of the epidemic, sleep disturbances, signs of psychological distress, acceptability of a COVID-19 vaccine, prognosis for the duration of the epidemic (in French).

Constance Homeoffice Study

The study analyses 699 people who are currently working from home. The surveys were carried out at nine different times during the social and economic restrictions from March to May 2020 including eight subsequent diary studies. In terms of age and gender, the population of the respondents corresponds to the average of the German working population. First results of the survey showed that the perceived productivity and commitment of employees are promoted by working from home and that a large majority would like to continue to work partially on a mobile basis. However, a tendency towards overtime and associated exhaustion is also evident (in German).

Consumer Pyramids Household Survey

The Consumer Pyramids Household Survey (CPHS), produced by the Centre for Monitoring Indian Economy (CMIE), is the world's largest household panel survey, a continuous survey of more than 174,000 households in India. CPHS revisits its entire sample in three four-month waves each year, permitting longitudinal analysis starting in January 2014. Overall, CPHS aims to get a sense of the economic well-being of households in India and changes in their well-being over time. Since each household is surveyed three times per year, the survey allows up to five observations per person, subject to attrition, and provide us with a pre- and post-pandemic panel of individuals.

Consumers and COVID-19

Ongoing survey from the Federal Reserve Bank of Cleveland that asks consumers questions related to the recent coronavirus outbreak, including their expectations for how the economy is likely to be affected by the outbreak and how their own behavior has changed in response to it. The survey began in early March, providing a window into how consumers’ responses have evolved in real time since the early days of the acknowledged spread of COVID-19 in the United States. In updating and charting the survey’s findings on the Cleveland Fed’s website going forward, the researchers seek to inform policymakers and researchers about consumers’ beliefs during a time of high uncertainty and unprecedented policy responses.
The survey is administered on the Qualtrics survey platform, and Qualtrics recruits a nationally representative sample of participants to provide responses. All respondents are required to be US residents, fluent in English, and 18 or older.

Coordinating Remote Work During COVID-19

Qualitative research study at the University of Washington to quickly identify, analyze, and share useful processes, actions, and best practices used by organizations to coordinate social distancing via remote collaborative working. Enduring knowledge about coordination in a complex organization during time of crisis.

Cornell's arXiv COVID-19 quick search

Cornell's arXiv is a free distribution service and an interdisciplinary open-access archive.

Corona Compass

The Corona Compass study, conducted by infratest dimap, is based on a representative sample of the German population eligible to vote in Germany and with an online access. A standard set of questions includes, among other things, the extent to which corona infections are affected in the personal environment, the evaluation of government measures as a whole, the assessment of various individual measures by the state and of companies, the subjective risk assessment of infection, basic attitudes towards economic and political situation and other key indicators. The standard set has been expanded and modified several times recording the acceptance of new measures that are becoming increasingly important in the public discussion. In addition, the Corona Compass collects various questions from basic behavioral and social science research.
As such, it is one of the few representative surveys of (family) well-being that exists for Germany. The COMPASS study has more observations and more information on families than other special well-being surveys taken during the COVID-19 crisis.
The data includes satisfaction in three areas that are important for the well-being of families, namely general life satisfaction, satisfaction with family life, and satisfaction with childcare. The data also includes detailed questions on whether individuals with dependent children in the household are affected by school and day care center closures, on the degree to which they feel restricted by public measures taken to contain COVID-19, and on the extent to which they work from home (in German).

Corona Virus Counter Measures

This web app tracks global policies against the coronavirus. It covers the period from 23 January 2020, when China announced the first lockdown measures in Wuhan, to now.

Coronavirus (COVID-19) Infection Survey

The survey looks to identify how many people across England test positive for COVID-19 infection at a given point in time, regardless of whether they report to experiencing symptoms; also, the average number of new infections per week over the course of the study is quantified; and the number of people who test positive for antibodies is specified, to indicate how many people are ever likely to have had the infection.
The sample for the survey is drawn mainly from the Annual Population Survey (APS), which consists collectively of those who successfully completed the last wave of the Labor Force Survey (LFS) or local LFS boost, and who have consented to future contact regarding research. Additionally, adults over 16 years old surveyed are asked to provide a blood sample, which is used to test for the presence of antibodies to COVID-19.

Coronavirus Disease-19 Cases in Korea by City/Province

Data on confirmed cases (isolated, released from quarantine, deceased incidence) released by the Korea Disease Control and Prevention Agency (KDCA).

Countering COVID-19: A European Survey on Acceptability and Commitment to Preventive Measures

The survey is covering over 7.500 individuals that are representative of the population in seven European countries with respect to region, age, gender and education. The fieldwork took place from April 2 to April 15 using an online questionnaire addressing such issues as people’s risk perceptions, support of containment policies, trust in information, worries, vaccination attitudes, and prevention behavior in the context of the COVID-19 pandemic. Within this project, the survey will be conducted again twice in May and in June.

Countries With a Census in 2020 and the Impact of COVID-19

The United Nations Statistics Division has launched this website to provide an overview of the pandemic's consequences in terms of census-taking in the year 2020. The information presented here has been provided by census managers from respective countries. This website will be updated daily as replies and updates from national statistical offices are received and processed.

COVerAGE-DB: A Database of COVID-19 Cases and Deaths by Age

A database of COVID-19 confirmed cases and deaths as reported by statistical agencies, standardized and in harmonized age groups.

COVID Inequality Project

The project is documenting the impact of the pandemic on workers. It is particularly interested in understanding how the outbreak of COVID-19 and government policies are impacting inequality across many dimensions, such as age, gender, occupation, work arrangements, and education. Already two survey waves were launched (N > 20.000) collecting responses from large geographically representative samples in the US and UK and one survey wave in Germany. The goal is to inform the policy, academic, and public community about the impact of these dramatic developments and the recovery on different groups of society.

COVID-19 and Mental Health

The University of Glasgow is leading a new study, into the mental health and wellbeing effects of the COVID-19 pandemic in adults across the UK.

COVID-19 and Remote Work

To get a real-time sense of how firms and workers are adapting to the COVID-19 pandemic the researchers conducted a nationally-representative sample of the US population using Google Consumer Surveys (GCS) on working practices. The survey was launched on April 1, 2020 and collected responses until April 5, collecting a total of 25.000 responses asking a single question: "Have you started to work from home in the last 4 weeks?"

COVID-19 Approval Polls

Polling data on the approval and disapproval of politicians and political decisions handling of the COVID-19 pandemic with adjustments applied using FiveThirtyEight's poll-averaging algorithm. Each record measures the approval and disapproval (adjusted and unadjusted) ratings for a specific poll by the population type and party of respondents. The data are standardized for the following questions: How worried are Americans about the infection, the economy, and US President Trump's response to the COVID-19 crisis.

COVID-19 Belgium Epidemiological Situation

In order to get comprehensive information to monitor the COVID-19 epidemic, in Belgium Sciensano brings together data streams from different sources. Sciensano collects data on lab-confirmed COVID-19 cases (data collection includes the number of tests performed, positive and negative results, as well as basic demographic data - age, gender, postcode), hospitalized COVID-19 patients and COVID-19 deaths (number of hospitalized and deceased COVID-19 patients through a daily online survey). Data are updated on a regular basis and available in Excel, csv and json formats.

COVID-19 Cases for Italy from the Civil Protection Department

COVID-19 data releases of the Italian Department of Civil Protection (Presidency of the Council of Minister). This data allows to explore the consequences of the heterogeneity in the geographical diffusion of the COVID-19 outbreak.

COVID-19 Data Portal

To address this challenge, international partners have has set up the COVID-19 Data Portal, which will bring together relevant datasets submitted to EMBL-EBI and other major centres for biomedical data. The aim is to facilitate data sharing and analysis, and to accelerate coronavirus research. The COVID-19 Data Portal will enable researchers to upload, access and analyse COVID-19 related reference data and specialist datasets.

COVID-19 Disorder Tracker

The COVID-19 Disorder Tracker (CDT) provides special coverage of the pandemic’s impact on political violence and protest around the world, monitoring changes in demonstration activity, state repression, mob attacks, overall rates of armed conflict, and more.

Covid-19 Dutch Cumulative Numbers per Municipality

The data contain the cumulative numbers of - positively tested persons, hospital admissions, and number of deaths by municipality, per date published by the RIVM (Dutch National Institute for Public Health and the Environment).

COVID-19 EU PolicyWatch

Eurofound’s COVID-19 EU PolicyWatch aims to map measures introduced to cushion the social and economic effects on businesses, workers and citizens. It also includes information on the role played by social partners in the design and implementation of the measures. Eurofound’s COVID-19 EU PolicyWatch collates information on the responses of government and social partners to the crisis, as well as gathering examples of company practices aimed at mitigating the social and economic impacts.

COVID-19 Health, Racial & Economic Equity Data Viewer

This collection contains Esri maps, data, and apps that can help guide decisions around health, racial, and economic equity during COVID-19 and beyond.
Includes data on race, ethnicity, age, gender, immigration, language, child well-being, senior well-being, disability status, health insurance, income, disposable income, home ownership, housing costs, air quality, homelessness, diversity, food access, savings vulnerability, education, internet access, family living arrangements, population, poverty, transportation, unemployment, social vulnerability, occupations, business & economic vulnerability, life expectancy, low birth weight, COVID-19 providers, social distancing, and more.

COVID-19 Hospitalization Tracking Project

The Medical Industry Leadership Institute (MILI) and the Management Information Systems Research Center (MISRC) at the Carlson School of Management has launched this project to consistently track and report daily hospitalizations from all 50 states. Each state’s website is reviewed twice daily. The COVID-19 tracking database is recording the following variables: aggregated, de-identified data from states’ reports on current hospitalizations, cumulative hospitalizations, current and cumulative ICU and ventilator use and deaths from state’s publicly available website. All recorded data is time stamped

COVID-19 Impact on International Higher Education: Studies & Forecasts

An astonishing number of surveys, analyses, and forecasts on the possible COVID-19 impact on international higher education. The DAAD wants to provide a comprehensive overview of the current state of COVID-19 research and expertise in the field of international higher education.

Covid-19 India

District-wise information on the number of confirmed cases, the case fatality rate, and testing rates at the state-level are obtained from the crowdsourced data publicly available on Covid-19 India.
These data are consistent with official information from the Government of India’s Ministry of Health and Family Welfare as well as international sources on India’s statistics such as those from Johns Hopkins University.

COVID-19 Infections from the Public Health Agency of Sweden at the County-Day Level

The current number of confirmed (county-, and city day) cases, weekly reports, tests performed, analyzes, forecasts and risk assessment is displayed on the website of the Public Health Agency of Sweden (in Swedish).

COVID-19 is Rapidly Changing: Examining Public Perceptions and Behaviors in Response to this Evolving Pandemic.

The researchers conducted an online survey of Australian residents between 18 and 24 March 2020. Proportional quota sampling was used to ensure that respondents were demographically representative of the general public, with quotas based on age, gender and state/territory. Respondents were required to be 18 years or older and to speak English.
Respondents were asked to rate the perceived level of effectiveness in reducing the risk from COVID-19. These items included those promoted by the government and those that were not (mask use when not symptomatic, taking antibiotics). The strategies were grouped into: hygiene related behaviors (hand washing/sanitizing, cleaning surfaces) and avoidance-related behaviors (avoiding crowds, public transport, and complying with quarantine restrictions). Included was also a question that assessed the respondent’s ability to adopt to different social distancing strategies (working from home, keeping children home from school, avoiding travelling, avoiding large crowds, quarantine if exposed, and isolation if symptomatic. The last section of the survey included items focused on self-isolation. Respondents were asked to comment on their willingness to comply, their level of concern regarding the impact on being placed into self-isolation (at home), their ability to comply, their access to assistance from family/friends and issues they have with the strategy.

COVID-19 Knowledge Space

Fraunhofer SCAI has a long-standing record in the organization and curation (quality assessment and quality improvement of scientific data and knowledge) in entire indication areas. This results in a massive attempt at harnessing the power and capacities in automated information extraction (text mining; extraction from tables; extraction from images) to generate leading disease maps and pharmacomes in the world.

Covid-19 Safe Distance

The data provides new evidence related to predictors of COVID-19 transmission. Specifically, it investigates work and personal predictors of transmission experience reported by to better understand possible transmission pathways and mechanisms in the community.
The survey took place over the first week of June 2020 by electronic means (via phones or personal computers but not face-to-face meetings) using quota sampling to obtain a national sample broadly representative for those of working age with some oversampling to reflect contrasts of interest.

COVID-19 Situation in Switzerland

Data on confirmed cases of coronavirus infections and deaths due to the disease, the epidemiological situation, the search for antibodies, the advisory body, press conferences and news can all be found here.

COVID-19 Snapshot Monitoring (COSMO)

The aim of the project is to repeatedly get an insight into how the population perceives the corona pandemic: how the “psychological situation” is emerging. The aim is to to monitor public perceptions of risk, protective and preparedness behaviors, public trust, as well as knowledge and misinformation to enable government spokespeople, the media, and health organizations to implement adequate responses. The study design allows rapid and adaptive monitoring of these variables over time and assessing the relations between risk perceptions, knowledge and misinformation to preparedness and protective behavior regarding COVID-19 in Germany.

The study participants are invited through an online panel provider. Every week, a representative distribution of the N = 1,000 respondents between the ages of 18-74 is selected based on the census data from Germany. Wave 1 interviewed 977 people. Quotations are made according to age / gender (crossed) and federal state (uncrossed).

COVID-19 Studies from the WHO Database

The database lists ongoing and completed COVID-19 studies recorded on the World Health Organization's International Clinical Trials Registry Platform (WHO ICTRP). Information in the WHO ICTRP comes from clinical trial databases maintained by other countries or regions of the world.

COVID-19 Symptom Survey

The COVID-19 symptom surveys are designed to help researchers better monitor and forecast the spread of COVID-19. In partnership with University of Maryland and Carnegie Mellon University, Facebook users are invited to take surveys conducted by these two partner universities to self-report COVID-19-related symptoms.
The questionnaire asks about current symptoms, access to testing, testing outcome, and contacts outside of their home. Other items included self-reported household financial outlookand indicators for nervousness, depression, and anxiety, adapted from the K10 scale. A 5 day “look back” period was used for mental health measures, in order to examine these constructs in a rapidly changing environment.
Non-public, non-aggregated US and non-US (daily) survey data are available after Facebook's and partner universities' approval.

COVID-19 Transmission Survey

The dataset was developed by a survey that took place over the first week of June 2020. Samples of 1,000 adults in the US and UK were obtained from a professional survey company using quota sampling to obtain national samples broadly representative for those of working age with some oversampling to reflect contrasts of interest. All survey recruitment and completion was done by electronic means (so via phones or personal computers but not face-to-face meetings). Towards the end of the sampling period some of the quotas were relaxed. Ex post, a set of weights that can be used to construct nationally representative results. Respondents were paid a small amount for completing the survey which took about 5 minutes on average to complete. It is important to reiterate that survey responses are self reports and that said, overall reported infection rates are comparable to those reported elsewhere for the UK and US bearing in mind the predominance of early transmission experience.
The dataset contains several variables related to transmission experience while the analysis focuses on the possession of a medical diagnosis or positive test self-reported by the respondent.

COVID-19 US State Policy Database (CUSP)

The COVID-19 US State Policy Database tracks the dates when each US state implemented new social safety net, economic, and physical distancing policies in response to the COVID-19 pandemic, combined with data on existing health and social policies and information on state characteristics. This database is developed and maintained by researchers at the Boston University School of Public Health, and is updated at least biweekly.
The database has information on unemployment program, healthcare delivery, racial disparities, incarcerated individuals, vote by mail, physical distance closures, exact date of the declaration of the state of emergency, school and non-essential business closures, shelter-in-place orders, housing protections, masks wearing mandates, changes to Medicaid and SNAP, reopening, quarantines for out of state visitors, alcohol and firearms, substance use disorder policies, food security, and more.
Policies included are state-wide directives or mandates, not guidance or recommendations. In order for a policy to be included, it must apply to the entire state.

COVID-19: Regional Data and Facts about the Pandemic in Germany

A digital magazine for business, research and teaching on the topic of geomarketing with constantly new data and facts about the spatial and temporal spread of COVID-19 in Germany (in German).

Current COVID-19 Status in Turkey

Daily COVID-19 situation in Turkey from the Turkish Ministry of Health

Current Monthly Reports - Deutsche Bundesbank

The monthly reports handle economic issues, including in particular monetary policy, and financial and economic policy issues (latest month always in German).

Data for: COVID-19 Dataset: Worldwide Spread Log Including Countries First Case And First Death

This dataset can be used to keep track of the path of the spread of COVID-19 and its effect. The dataset can also be used to predict the spread chain of a new virus, pandemics in the future. Besides, it can be used to understand the threat of pandemic for different ages in the future. It is also important for the action regarding pandemic for government policies and represents quite easily almost everything to track COVID-19 from countries to countries and continents to continents.
The data mainly focus on two major fields first one is First Case which consists of information of Date of First Case(s), Number of confirm Case(s) at First Day, Age of the patient(s) of First Case, Last Visited Country and the other one First Death information consist of Date of First Death and Age of the Patient who died first for every Country mentioning corresponding Continent. The datasets also contain the Binary Matrix of spread chain among different country and region.

Data Sets for COVID-19 Research on Google Cloud Platform

In an effort to help combat COVID-19, Google created a COVID-19 Public Datasets program to make data more accessible to researchers, data scientists and analysts. The program will host a repository of public datasets that relate to the COVID-19 crisis and make them free to access and analyze. These include datasets from the New York Times, European Centre for Disease Prevention and Control, Google, Global Health Data from the World Bank, and OpenStreetMap.

data.world COVID-19 Data Resource Hub

data.world, a platform for data that enables users to post, search, and collaborate on data sets on a trusted, large and meaningful scale.

DataCite

DataCite provides persistent identifiers for research data and other research outputs across disciplines.

DE CIX Internet Exchange

DE CIX is an internet hub in Frankfurt am Main and leading in terms of data throughput (managing more than 9 terabits per second peak traffic). 2-day, 1-month and a 1-year overall traffic for Hamburg, additionally added for Frankfurt, Dubai and Madrid.

Demographics of COVID-19 Deaths

Current analyses of Individuals who died after testing postive on COVID-19 in hospitals or elsewhere are still indicative in understanding how the pandemic develops; however, harmonized datasets are required. This effort is currently being led by the French Institute for Demographic Studies (INED). Their team is centralizing and harmonizing data on-line, along with analyses on reliable recorded deaths due to COVID-19 specified by sex, age group and place of death, with precise documentation of the limits and strengths of the data.

DENTONS New Dynamic Global Employment Tracker

In this tracker, you will continue to find the latest government guidelines along with details on how to manage government provisions impacting businesses and employer protection responsibilities, returning to work (guidelines and obligations), employment terms adjustment, employee compensation in quarantine (if unable to perform functions/diagnosed with COVID-19), employee data privacy, and travel protocols.

DESTATIS COVID-19 Economic Impact

Effects of the COVID-19 pandemic on the economy and society (in German) from The Federal Statistical Office, Germany.

Development Data Lab COVID-19 In India

DDL COVID India comprises an administrative data backbone with local estimates of health system capacity and local economic conditions. All data will be provided with consistent location identifiers (state, district, etc.) to allow for data to be easily merged and analyzed together.
This effort integrates three types of data in a common geographic frame: (i) baseline data on health, economic conditions, demographics, and state capacity; (ii) surveys collecting data on the rapidly evolving conditions on the ground; and (iii) real time data on cases; hospital and clinic beds; population age distributions and pre-existing conditions; urbanization; population density, infections and deaths, and policy responses.

Digitising Europe Pulse - European Resilience in Times of COVID-19

The survey was conducted by Kantar who have interviewed 13,000 people from 13 EU member states via an online survey for the Vodafone Institute for Society and Communications. The survey is the second edition of the “Digitizing Europe Pulse” series, which the Vodafone Institute is conducting on a quarterly basis. Main topics are: technical equipment and performance meeting the challenges with COVID-19, perceiving and managing measures taken by national governments, access to a digital infrastructure that helps to cope successfully with everyday life, acceptance of corona apps, COVID-19 crisis management of the national governments, inter-European cooperation and cohesion among Europeans, short-time work, quality of life in the long term

Dimensions

Dimensions is a linked research knowledge system that re-imagines discovery and access to research with emphasis on public health and health services.

DJI Childcare Study COVID-19 Add-on

The survey has been supplemented by a short additional module on the effects of the corona virus on the care of children up to primary school age since the beginning of the corona pandemic. Parents already interviewed at this time were also asked about the current changes in the care of their children due to corona as part of a follow-up study. In addition to the deviation from the "usual" care situation, the support received in organising childcare as well as changes in the parents' working behaviour will be surveyed. Over the field period from the end of March to the end of July 2020, the overall course of the collected information can provide information on the extent of the changes over time and the flexibility that families have to provide as well as the stabilisation of the care situation in the following months.
The DJI Childcare Study (KiBS) is an annual, representative survey of approx. 33,000 parents with children under the age of 12 years. Based on random samples from the residents' registration office, about 2,000 interviews are conducted in each federal state of Germany. The youngest age cohort, children under one year of age, is drawn each year anew, while the older children continue the panel survey. The parent principally caring for the child is interviewed; in more than 90 per cent of the interviews, this is the child's mother. The duration of a telephone interview (CATI) is about 20 minutes per person.

DRKS - German Clinical Trials Register

Most of these corona studies are non-interventional and cover a broad spectrum, ranging from registry studies regarding infections in pregnancy and the postpartum period to online interventions to deal with the corona crisis. The widely discussed study on the situation regarding COVID-19 in Heinsberg can also be found in the DRKS.

Dutch COVID-19 Data from the National Institute for Public Health and the Environment (RIVM)

The total number of Covid-19 infections, testing, death, hospitalizations at the municipality-day level.

Econbiz

A literature search across important German and international databases on COVID-19.

Economic Tracker of Opportunity Insights

The Opportunity Insights Economic Tracker (https://tracktherecovery.org) combines anonymized data from leading private companies – from credit card processors to payroll firms – to provide a real-time picture of indicators such as employment rates, consumer spending, and job postings across counties, industries, and income groups.
The data were made freely available in order to assist in efforts to inform the public, policymakers, and researchers about the real-time state of the economy and the effects of COVID-19.

• Geocoded geographic identifier;
• spending data from Affinity Solutions;
• job postings data from Burning Glass Technologies;
• COVID cases, deaths, tests, and vaccination numbers from the CDC;
• GPS mobility from Google COVID-19 Community Mobility Reports;
• employment levels from Paychex, Intuit, Earnin and Kronos;
• unemployment insurance claims data from the Department of Labor;
• small business openings and revenue data from Womply;
• online math learning data from Zearn;
• key state-level policy dates relevant for changes in other series trends and values.

Economics in the Time of COVID-19

This column introduces a new Vox eBook containing 14 essays written by leading economists on a wide array of topics related to COVID-19 economics by Richard Baldwin, Beatrice Weder di Mauro.

EEA COVID-19 List of Projects on Data.

Papers using data relative to, or collected during COVID-19 epidemic.

Effects of the COVID-19 on the Economy and the Labor Market in Germany

This information platform compiles assessments from research and politics on the effects of COVID-19 on the job market, economic development and necessary measures in Germany from the IAB (Institute of Employment Research, Germany).

Elsevier

Elsevier’s free health and medical research on COVID-19.

Employment and Establishment

The Institute for Employment Research (IAB) is conducting a repeated special online survey on the corona pandemic investigating daily work routine, changes in working life, and existing uncertainties as part of the study “Employment and Establishment” (in German).

Employment and Life Effects COVID-19

The Central Statistics Office, Ireland introduced a special module of questions into the Labour Force Survey (LFS) for Q2 2020 to provide insight into the effects of COVID-19 on people’s employment situation and their general well-being.

Enel X Mobility Map

City Analytics COVID-19 - Mobility Map was developed by Enel X to facilitate the management of the Covid-19 epidemic containment measures, and made available to public administrations, institutions, companies and citizens for free until Jun 30th 2020, considering the current emergency situation.

percentage change in the number of trips compared to the same day in the previous week and to a reference period before the emergency

percentage variation in total kilometres travelled compared to the same day in the previous week and to a reference period before the emergency

entry and exit flows in the reference area.

The data is available in regional, state and municipal scale.

EPA Air Quality System (AQS)

The Air Quality System (AQS) contains ambient air pollution data collected by EPA, state, local, and tribal air pollution control agencies from over thousands of monitors. AQS also contains meteorological data, descriptive information about each monitoring station (including its geographic location and its operator), and data quality assurance/quality control information.

ESPACOV - Estudio Social sobre la Pandemia de COVID-19

ESPACOV examines the opinions of Spain’s citizenry regarding the multifaceted crisis originated by the COVID-19 pandemic, focusing mainly on assessments of actual and potential non-pharmaceutical interventions. The questionnaire also comprises items on the lockdown experience as such, the degree of concern regarding the possibility of infection, as well as the social and economic impact of this crisis. The survey was fielded in the fourth week of the generalized lockdown imposed on March 14th, 2020, by the Spanish government. The obtained sample amounts to N=2,391.

Establishments in the COVID-19 Crisis (IAB BeCovid)

The panel 'Establishments in the Covid-19 Crisis' is a high-frequency representative establishment survey on labor market and human resources issues during the Corona pandemic. A total of 20 individual waves will be collected for the period 08/03/2020 - 12/31/2021. The panel provides a dataset designed to trace the rapid evolution of the COVID-19 crisis.
Selected establishment characteristics from the Establishment History Panel (BHP) can be merged to the panel "Establishments in the Covid-19 Crisis".

EU Commission Coronavirus Response

European Commission response to COVID-19 for jobs and economy during the coronavirus pandemic.

EU Data Portal

European Data Portal offers a dedicated section for COVID-19 with relevant datasets and data-related initiatives.