Data Resources on the COVID-19 Pandemic
last update 2 years ago
A number of national and international research projects are currently underway that empirically
record the economic and social effects of the COVID-19 pandemic. The collection is wide and ranges
from snapshots of surveys with self-selected samples, representative surveys, longitudinal studies,
experiments, etc..
IZA’s Research Data Center (IDSC) collects and curates the information on such new initiatives.
Projects with high research output based on number of IZA Discussion Papers or otherwise are
promoted especially as “featured resources” on the top of our website.
Please contact the IDSC of IZA for any suggestions of further content at
idsc@iza.org.
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ActiveConclusion COVID-19 Mobility Data Aggregator
Open Data and Surveys Related to COVID-19Scraper of Google, Apple and Waze COVID-19 Mobility Reports
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Baidu Maps
Open Data and Surveys Related to COVID-19Daily 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 (service no longer active, in Chinese).
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Show Related IZA Discussion Papers using this Data Resource 5-
#13749
Act Early to Prevent Infections and Save Lives: Causal Impact of Diagnostic Efficiency on the COVID-19 Pandemic
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#13165
Impacts of Social and Economic Factors on the Transmission of Coronavirus Disease 2019 (COVID-19) in China
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#15038
Key Links in Network Interactions: Assessing Route-Specific Travel Restrictions in China during the COVID-19 Pandemic
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#15290
Optimal Travel Restrictions in Epidemics
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#14710
Role of Professionalism in Response to the COVID-19 Pandemic: Does a Public Health or Medical Background Help?
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#13749
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Cornell's arXiv COVID-19 quick search
Open Access Full Texts Related to COVID-19Cornell's arXiv is a free distribution service and an interdisciplinary open-access archive.
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COVID Inequality Project
Open Data and Surveys Related to COVID-19The 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.
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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.
Show Related IZA Discussion Papers using this Data Resource 5-
#13183
Inequality in the Impact of the Coronavirus Shock: Evidence from Real Time Surveys
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#15307
Perceived Returns to Job Search
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#14808
The Value of Sick Pay
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#13965
When the Great Equalizer Shuts Down: Schools, Peers, and Parents in Pandemic Times
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#13374
Work That Can Be Done from Home: Evidence on Variation within and across Occupations and Industries
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#13183
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COVID-19 US State Policy Database (CUSP)
Open Data and Surveys Related to COVID-19The 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.
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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.
Show Related IZA Discussion Papers using this Data Resource 4-
#14182
Asian Discrimination in the Coronavirus Era: Implications for Business Formation and Survival
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#13231
Deregulation in a Time of Pandemic: Does Pollution Increase Coronavirus Cases or Deaths?
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#13695
Is the Cure Worse than the Disease? County-Level Evidence from the COVID-19 Pandemic in the United States
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#13862
The COVID-19 Pandemic and the 2020 U.S. Presidential Election
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#14182
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data.world COVID-19 Data Resource Hub
Open Data and Surveys Related to COVID-19data.world, a platform for data that enables users to post, search, and collaborate on data sets on a trusted, large and meaningful scale.
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DataCite
Open Data and Surveys Related to COVID-19DataCite provides persistent identifiers for research data and other research outputs across disciplines.
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Dimensions
Public Health and MedicineDimensions is a linked research knowledge system that re-imagines discovery and access to research with emphasis on public health and health services.
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Econbiz
Open Access Full Texts Related to COVID-19A literature search across important German and international databases on COVID-19.
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EPA Air Quality System (AQS)
Open Data and Surveys Related to COVID-19The 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.
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ESPACOV - Estudio Social sobre la Pandemia de COVID-19
Open Data and Surveys Related to COVID-19ESPACOV 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.
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EU Data Portal
Open Data and Surveys Related to COVID-19European Data Portal offers a dedicated section for COVID-19 with relevant datasets and data-related initiatives.
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EuroMOMO European Mortality Statistics
Public Health and MedicineOfficial national mortality statistics are provided weekly from the 24 European countries in the EuroMOMO collaborative network, supported by the European Centre for Disease Prevention and Control (ECDC) and the World Health Organization (WHO).
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European Centre for Disease Prevention and Control
Open Data and Surveys Related to COVID-19The downloadable data file is updated daily and contains the latest available public data on COVID-19. Each row/entry contains the number of new cases reported per day and per country. You may use the data in line with ECDC’s copyright policy.
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Why is this resource interesting?ECDC data provide the total number of diagnosed COVID.19 infections, the number of deceased patience and the growth rate of COVID-19 around the globe. ECDC examines reports from health authorities worldwide in a systematic way in order to produce the number of COVID-19 cases and deaths every day.
Show Related IZA Discussion Papers using this Data Resource 10-
#13683
Are COVID Fatalities in the US Higher Than in the EU, and If So, Why?
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#13297
Between a Rock and a Hard Place: Poverty and COVID-19 in Developing Countries
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#13092
Compliance with COVID-19 Social-Distancing Measures in Italy: The Role of Expectations and Duration
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#14095
Coronavirus and Social Distancing: Do Non-Pharmaceutical-Interventions Work (at Least) in the Short Run?
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#13164
How Do We Think the COVID-19 Crisis Will Affect Our Careers (If Any Remain)?
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#13452
Intergenerational Residence Patterns and COVID-19 Fatalities in the EU and the US
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#13114
Intergenerational Ties and Case Fatality Rates: A Cross-Country Analysis
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#13293
Lockdown Strategies, Mobility Patterns and COVID-19
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#13351
The Political Scar of Epidemics
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#13205
Trust and Compliance to Public Health Policies in Times of COVID-19
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#13683
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EUROSTAT Excess Mortality by Month
Open Data and Surveys Related to COVID-19The monthly excess mortality indicator is based on the exceptional data collection on weekly deaths that Eurostat set up, in April 2020, to support the policy and research efforts related to Covid-19. With that data collection, Eurostat's target was to provide quickly statistics assessing the changing situation of the total number of deaths on a weekly basis, from early 2020 onwards. National Statistical Institutes transmit available data on total weekly deaths, classified by sex, 5-year age groups and NUTS3 regions (NUTS2016) over the last 20 years, on a voluntary basis. The resulting online tables, and complementary metadata, are available in the folder Weekly deaths - special data collection (demomwk). In December 2020, Eurostat released a European Recovery Statistical Dashboard containing also indicators tracking economic and social developments, including health. In this context, “excess mortality” offers elements for monitoring and further analysing direct and indirect effects of the Covid-19 pandemic. The monthly excess mortality indicator draws attention to the magnitude of the crisis by providing a comprehensive comparison of additional deaths amongst the European countries and allowing for further analysis of its causes. The number of deaths from all causes is compared with the expected number of deaths during a certain period in the past. The reasons for an excess mortality may vary according to different phenomena. The indicator is simply comparing the total number of deaths from all causes with the expected number of deaths during a certain period in the past (baseline).
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FAIRsharing
Public Health and MedicineThis is a draft collection containing databases (which includes knowledgebases and repositories) and standards that are responding to or appropriate for use in the COVID-19 pandemic. These resources may be focused on patient response, clinical trials, virology studies or other related areas .
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Family Life in Lockdown
Open Data and Surveys Related to COVID-19The project studies the personal and family consequences of mass-scale social isolation on individuals’ mental health and well-being caused by COVID-19.
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Through the lens of household and gender economic models, as well as language and discourse analysis, the project describes the alterations in the daily life of Italian and British citizens.
An online survey instrument was designed for adults and one for children that focus on understanding how the daily routine has been modified; what process has lead to the current division of labor within the household; the repercussions on personal well-being, family tension, beliefs and aspirations, risk attitudes, trust and cooperation within and outside of the household.
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GESIS & ZBW da|ra
Open Data and Surveys Related to COVID-19GESIS Leibniz and ZBW Leibniz DOI registration service for social science and economic data on COVID-19.
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GESIS Panel and Initiatives on COVID-19
Open Data and Surveys Related to COVID-19The GESIS Panel offers researchers the opportunity to collect survey data on the current outbreak of the Coronavirus (SARS-CoV-2) in Germany via a fast-track procedure. Also, GESIS Panel special survey on the COVID-19 outbreak in Germany, and the planned GESIS Panel standard/extended version: longitudinal data on the COVID-19 outbreak in Germany.
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Global Database of Events, Language, and Tone (GDELT)
Open Data and Surveys Related to COVID-19Supported by Google Jigsaw, the GDELT Project monitors the world's broadcast, print, and web news from nearly every corner of every country in over 100 languages and identifies the people, locations, organizations, themes, sources, emotions, counts, quotes, images and events driving our global society every second of every day, creating a free open platform for computing on the entire world.
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Gross National Happiness Index
Open Data and Surveys Related to COVID-19The happiness index is constructed by monitoring and extracting the Tweets of South Africans (New Zealanders, Australians) and analysing the sentiment of these Tweets. A sentiment score is allocated to each Tweet, classifying the Tweet as either negative, neutral or positive. The sentiment scores are then used in a sentiment balance algorithm, to derive the Gross National Happiness (GNH). The GNH is measured on a scale of 0 to 10, with 0 being very unhappy and 10 being very happy.
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HAPRI COVID-19 Open Access Data
Open Data and Surveys Related to COVID-19Data for Vietnam, Laos and Cambodia were collected by the team at HAPRI since the beginning of the pandemic, other data were gather from different sources.
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All the data and its by-products herein, including all the sub-data, mapping, and analysis, are provided to the public strictly for educational and academic research purposes.
Daily confirmed and death data is available for Vietnam, Laos, Cambodia, USA, Australia , Canada, and China at sub-national level, other countries at national level.
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Helsinki Gradutae School of Economics Situation Room
Open Access Full Texts Related to COVID-19The Situation Room consists of leading economists from Helsinki GSE, VATT Institute for Economic Research, as well as members from several public authorities. It utilizes data from relevant public and private sources and produces regular reports for policymakers. The data is collected and organized in close cooperation with Statistics Finland, Ministry of Finance, Ministry of Economic Affairs and Employment, Bank of Finland, Finnish Tax Administration, Kela and other institutions. The situation room cooperates closely with Vesa Vihriälä’s group, which is focused on the longer-term economic implications of the crisis.
Link to rescoure
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IDEAS / RePEc
Open Access Full Texts Related to COVID-19IDEAS / RePEc search on economic literature on COVID-19.
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Impacts of social and economic factors on the transmission of coronavirus disease 2019 (COVID-19) in China
Open Access Full Texts Related to COVID-19This study models local and cross-city transmissions of the novel coronavirus in China between January and February, 2020. The role of various socioeconomic mediating factors was examined, including public health measures that encourage social distancing in local communities. Weather characteristics are used as instrumental variables for causal inference.
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Imperial College London
Open Data and Surveys Related to COVID-19Imperial College London access to code, data and tools developed by the Imperial College COVID-19 response team.
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IZA Discussion Papers
Open Access Full Texts Related to COVID-19IZA Discussion Paper Series research by IZA network members to the scientific community on COVID-19.
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IZA World of Labor
Open Access Full Texts Related to COVID-19IZA World of Labor key topic COVID-19.
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Lancet Infectious Diseases, 2020
Open Data and Surveys Related to COVID-19Estimates of the severity of coronavirus disease 2019.
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Microsoft's Open Data Initiative
Social MediaMicrosoft has announced a global open data campaign to increase the value of open data for the community.
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New York Times Tracking of US Reopening for States
Public Health and MedicineThe New York Times is tracking when orders to stay at home are lifted in each state, as well as when broad reopenings are allowed.
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NLM’s LitCovid portal
Public Health and MedicineLitCovid is a curated literature hub for tracking up-to-date scientific information about COVID-19. It is the most comprehensive resource on the PubMed.
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NYC Coronavirus Disease 2019 (COVID-19) Data
Open Data and Surveys Related to COVID-19This repository contains data on Coronavirus Disease 2019 (COVID-19) in New York City, updated daily. NYC COVID-19 data include people who live in NYC or who live in another country but are being treated in NYC. The data do not include people who live outside of NYC but in the United States.
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NYT COVID-19 Data in the United States
Open Data and Surveys Related to COVID-19The New York Times is releasing a series of data files with cumulative counts of coronavirus cases in the United States, at the U.S., state and county level, over time. The data were compiled from state and local governments and health departments in an attempt to provide a complete record of the ongoing outbreak.
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Show Related IZA Discussion Papers using this Data Resource 12-
#13683
Are COVID Fatalities in the US Higher Than in the EU, and If So, Why?
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#13388
Black Lives Matter Protests, Social Distancing, and COVID-19
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#13160
Did California's Shelter-In-Place Order Work? Early Coronavirus-Related Public Health Effects
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#13314
Did the Wisconsin Supreme Court Restart a COVID-19 Epidemic? Evidence from a Natural Experiment
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#13797
Economics and Epidemics: Evidence from an Estimated Spatial Econ-SIR Model
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#13841
Effects of the COVID-19 Pandemic on Domestic Violence in Los Angeles
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#13137
Explaining Governors' Response to the COVID-19 Pandemic in the United States
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#13452
Intergenerational Residence Patterns and COVID-19 Fatalities in the EU and the US
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#14984
School Closures and Effective In-Person Learning during COVID-19: When, Where, and for Whom
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#13670
The Contagion Externality of a Superspreading Event: The Sturgis Motorcycle Rally and COVID-19
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#13262
Were Urban Cowboys Enough to Control COVID-19? Local Shelter-In-Place Orders and Coronavirus Case Growth
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#13190
When Do Shelter-In-Place Orders Fight COVID-19 Best? Policy Heterogeneity across States and Adoption Time
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#13683
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Open Access Epidemiologic Data and an Interactive Dashboard to Monitor the COVID-19 Outbreak in Canada
Open Data and Surveys Related to COVID-19The COVID-19 Canada Open Data Working Group is collecting publicly available information on confirmed and presumptive positive cases during the ongoing COVID-19 outbreak in Canada. Data are entered in a spreadsheet with each line representing a unique case, including age, sex, health region location, and history of travel where available. Sources are included as a reference for each entry. All data are exclusively collected from publicly available sources including government reports and news media.
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Open ICPSR's COVID-19 Data Repository
Open Data and Surveys Related to COVID-19The Inter-university Consortium for Political and Social Research (ICPSR) has launched a repository of data examining the impact of the novel coronavirus global pandemic. This repository is a free, self-publishing option for researchers to share COVID-19 related data.
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Oxford COVID-19 Government Response Tracker (OxCGRT)
Open Data and Surveys Related to COVID-19The University of Oxford’s Blavatnik School of Government systematically collects information on policy stringency taken by governments to tackle the pandemic since February 2020. OxCGRT collects information on government policy responses across eight dimensions, namely: (i) school closures; (ii) workplace closures; (iii) public event cancellations; (iv) gathering restrictions; (v) public transportation closures; (vi) stay-at-home orders; (vii) restrictions on internal movement; and (viii) international travel bans. These dimensions are then used to calculate response indexes to COVID-19. Each index is rescaled to get a score between 0 and 100 (100 representing the highest degree of strictness/restriction).
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Why is this resource interesting?"This tracker implemented by the University of Oxford’s Blavatnik School of Government systematically collects information on the measures taken by governments to tackle the pandemic since February 2020 . OxCGRT is based on publicly avail-able information on 13 indicators of government response (policies such as school closures, ban son public gatherings or travel, etc., and financial indicators such as fiscal or monetary measures). Each indicator is re-scaled to get a score between 0 and 100 (100 representing the highest degree of strictness/restriction)." (IZA DP 13205)
Show Related IZA Discussion Papers using this Data Resource 24-
#14903
A Year of Pandemic: Levels, Changes and Validity of Well-Being Data from Twitter. Evidence from Ten Countries
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#13690
Are Happier People More Compliant? Global Evidence From Three Large-Scale Surveys During Covid-19 Lockdowns
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#14095
Coronavirus and Social Distancing: Do Non-Pharmaceutical-Interventions Work (at Least) in the Short Run?
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#14116
COVID-19 Severity: A New Approach to Quantifying Global Cases and Deaths
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#13778
Determinants of the Community Mobility during the COVID-19 Epidemic: The Role of Government Regulations and Information
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#13480
Does the COVID-19 Pandemic Improve Global Air Quality? New Cross-National Evidence on Its Unintended Consequences
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#13664
Exponential Growth Bias in the Prediction of COVID-19 Spread and Economic Expectation
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#13649
Failing to Pull Together: South Africa's Troubled Response to COVID-19
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#14967
Gimme Shelter. Social Distancing and Income Support in Times of Pandemic
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#15294
Hiding the Elephant: The Tragedy of COVID Policy and Its Economist Apologists
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#13927
Interventions with Positive Side-Effects: COVID-19 Non-Pharmaceutical Interventions and Infectious Diseases in Europe
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#13158
Labour Supply in the Early Stages of the COVID-19 Pandemic: Empirical Evidence on Hours, Home Office, and Expectations
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#13293
Lockdown Strategies, Mobility Patterns and COVID-19
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#14980
Neo-Humanism and COVID-19: Opportunities for a Socially and Environmentally Sustainable World
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#13227
Occupational Exposure to Contagion and the Spread of COVID-19 in Europe
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#13427
Public Attention and Policy Responses to COVID-19 Pandemic
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#13516
Reacting Quickly and Protecting Jobs: The Short-Term Impacts of the COVID-19 Lockdown on the Greek Labor Market
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#13651
The Beneficial Impacts of COVID-19 Lockdowns on Air Pollution: Evidence from Vietnam
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#14269
The Labour Market Impact of COVID-19: Early Evidence for a Sample of Enterprises from Southern Europe
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#13351
The Political Scar of Epidemics
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#13205
Trust and Compliance to Public Health Policies in Times of COVID-19
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#15171
Trust Predicts Compliance with COVID-19 Containment Policies: Evidence from Ten Countries Using Big Data
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#13366
Unequal Consequences of COVID-19 across Age and Income: Representative Evidence from Six Countries
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#15209
What COVID-19 May Leave Behind: Technology-Related Job Postings in Canada
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#14903
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Rapid Action Coronavirus Earth Observation (Race)
Open Data and Surveys Related to COVID-19The European Space Agency ESA and the European Commission have set up a new internet platform with data from Earth observation. The project, called "Rapid Action Coronavirus Earth Observation" (Race) uses satellite images from the Copernicus earth observation program and provides information on environmental pollution, economic activity or traffic.
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Safegraph Places Weekly Patterns
Open Data and Surveys Related to COVID-19Base information such as location name, address, category, and brand association for points of interest (POIs) where people spend time or money. Place traffic and demographic aggregations that answer: how often people visit, how long they stay, where they came from, where else they go, and more. Available for ~4.4MM POI. Safegraph updates the Places dataset usually every month with the past month's openings and closings and maintains a persistent key across releases. Safegraph is only temporarily offering the Weekly Patterns dataset which is updated on a weekly basis.
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Weekly Patterns is very similar to Safegraph's normal Patterns product with some differences:
1) Each delivery of Weekly Patterns covers one week starting Monday and ending end of day on Sunday. The data will be available three days later on Wednesday of each week.
2) In Weekly Patterns, Safegraph includes a visits by each hour column to enable to get a more detailed view of the week.
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SSRN’s Coronavirus and Infectious Disease Research
Open Access Full Texts Related to COVID-19SSRN’s Interdisciplinary coronavirus and infectious disease research page provides a curated view into the early-stage research.
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Survey of Acceptability of App-Based Contact Tracing in the UK, US, France, Germany and Italy
Open Data and Surveys Related to COVID-19The research project conducted a multi-country, large-scale (N = 5.995) study to measure public support for digital contact tracing of COVID-19 infections. The study measured intentions to use a contact-tracing app across different installation regimes (voluntary installation vs. automatic installation by mobile phone providers), and studied how these intentions vary across individuals and countries.
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Sustainable Development Report 2021
Open Data and Surveys Related to COVID-19The Sustainable Development Report 2021 presents the Sustainable Development Goals (SDG) Index and Dashboards for all UN member states, outlines the short-term impacts of COVID-19 on the SDGs, and describes how the SDGs can frame the recovery. It was prepared by teams of independent experts at the Sustainable Development Solutions Network (SDSN) and the Bertelsmann Stiftung.
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Taylor & Francis COVID-19 Research Archive
Open Data and Surveys Related to COVID-19Sharing research data and findings relevant to COVID-19 from the international academic publisher Taylor & Francis.
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The Covid Tracking Project
Open Data and Surveys Related to COVID-19The most complete data abount COVID-19 in US. Daily updates on the latest numbers on tests, confirmed cases, hospitalizations, deaths and patient outcomes from every US state and territory.
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Show Related IZA Discussion Papers using this Data Resource 8-
#13683
Are COVID Fatalities in the US Higher Than in the EU, and If So, Why?
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#13282
COVID-19, Stay-At-Home Orders and Employment: Evidence from CPS Data
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#13160
Did California's Shelter-In-Place Order Work? Early Coronavirus-Related Public Health Effects
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#13137
Explaining Governors' Response to the COVID-19 Pandemic in the United States
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#13452
Intergenerational Residence Patterns and COVID-19 Fatalities in the EU and the US
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#13695
Is the Cure Worse than the Disease? County-Level Evidence from the COVID-19 Pandemic in the United States
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#13159
The Short-Term Economic Consequences of COVID-19: Exposure to Disease, Remote Work and Government Response
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#13190
When Do Shelter-In-Place Orders Fight COVID-19 Best? Policy Heterogeneity across States and Adoption Time
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#13683
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The COVID-19 related traffic reduction and decreased air pollution in Europe
Open Data and Surveys Related to COVID-19European data-driven insights indicate that the reduction of traffic may be associated with improved air quality thanks to the reduction in some pollutants. However, more data is needed to conclude a causal relationship.
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The Economist's Tracker for COVID-19 Excess Deaths
Open Data and Surveys Related to COVID-19This repository contains the data behind The Economist’s tracker for covid-19 excess deaths (which is free to read), and the code that has been used to clean, analyze and present the numbers.
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The Lens
Open Data and Surveys Related to COVID-19The Lens has assembled free and open datasets of patent documents, scholarly research works metadata and biological sequences from patents, and deposited them in a machine-readable and explorable form.
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The Socioeconomic High-resolution Rural-Urban Geographic Dataset on India - SHRUG COVID-19 platform
Open Data and Surveys Related to COVID-19Development Data Lab COVID India comprises an administrative data backbone with local estimates of health system capacity and local economic conditions. All data are provided with consistent location identifiers (state, district, etc.) to allow for data to be easily merged and analyzed together.
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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, policy responses, etc.
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USAFacts, Coronavirus Locations
Open Data and Surveys Related to COVID-19This county visualization is unique to USAFacts and is updated with the most recent data as frequently as possible. This interactive feature aggregates data from the Centers for Disease Control and Prevention (CDC), state- and local-level public health agencies. County-level data is confirmed by referencing state and local agencies directly. Confirmed cases, deaths, and per capita adjustments reflect cumulative totals since January 22nd, 2020.
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Show Related IZA Discussion Papers using this Data Resource 5-
#14182
Asian Discrimination in the Coronavirus Era: Implications for Business Formation and Survival
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#13334
COVID-19 Employment Status Impacts on Food Sector Workers
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#13468
Employment Impacts of the COVID-19 Pandemic across Metropolitan Status and Size
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#13802
Employment Opportunities and High School Completion during the COVID-19 Recession
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#13440
Urban Density and COVID-19
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#14182
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ZB Med COVID -19 Hub
Public Health and MedicineZB Med tools, literature, and datasets related to COVID-19.
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