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| Article software used | Article data | Article data used | Article origin of data used | Article methods and estimation | Article data type | |
|---|---|---|---|---|---|---|
| A New Approach to Estimating the Production Function for Housing (AER 2010) | R | 1 - accessible on journal website | based on appraisals conducted by Sabre Systems 2001 uses land value appraisals as well as property appraisals data come from the Allegheny County Web site maintained by Office of Property Assessments http://www2.county.allegheny.pa.us/RealEstate/ | Allegheny County Pennsylvania USA | Ordinary least squares (OLS) Instrumental variable (IV) | Micro |
| A replication of ‘Education and catch-up in the Industrial Revolution’ (American Economic Journal: Macroeconomics, 2011) (Economics e-journal 2018) | Stata | 1 - accessible on journal website | - | Prussia | Instrumental variable (IV) | - |
| Altruism and the Child Cycle of Alumni Donations (American Economic Journal: Economic Policy 2009) | Stata | 1 - accessible on journal website | - | - | Ordinary least squares (OLS) Instrumental variable (IV) Probit | Micro |
| Are Women More Credit Constrained? Experimental Evidence on Gender and Microenterprise Returns (American Economic Journal: Applied Economics 2009) | Stata | 1 - accessible on journal website | Sri Lankan survey data e.g. | Sri Lanka Mexico Brazil | Ordinary least squares (OLS) Instrumental variable (IV) interaction term (Probit) Probit Fixed effects (FE) Clustering | Micro household Survey |
| Asymmetric Information, Adverse Selection and Online Disclosure: The Case of eBay Motors (AER 2011) | Stata | 1 - accessible on journal website | main data source is a collection of auction web pages from completed used car auctions on eBay Motors | ebay (USA?) | Ordinary least squares (OLS) Instrumental variable (IV) hedonic regression | - |
| Bank Integration and Transmission of Financial Shocks: Evidence from Japan (AEJ:MA 2011) | Stata | 1 - accessible on journal website | Land prices in 47 prefactures and the six major cities during the sample period 1980-2003 | Japan | Ordinary least squares (OLS) Instrumental variable (IV) | Micro Macro |
| Blunt Instruments: Avoiding Common Pitfalls in Identifying the Causes of Economic Growth (AEJ:MA 2013) | Stata version 11 | 1 - accessible on journal website | various data from a range of published studies | multiple from different studies | Monte Carlo Instrumental variable (IV) Ordinary least squares (OLS) Fixed effects (FE) Generalized method of moments (GMM) Clustering | Macro Panel |
| Buffalo Hunt: International Trade and the Virtual Extinction of the North American Bison (AER 2011) | Stata | 1 - accessible on journal website | - | - | Ordinary least squares (OLS) Instrumental variable (IV) | Time series |
| Can Owning a Home Hedge the Risk of Moving? (American Economic Journal: Economic Policy 2013) | Stata | 1 - accessible on journal website | household level data from 1980 1990 2000 waves of US Census Integrated Public Use Microsample (US IPUMS) | USA | Ordinary least squares (OLS) linear Instrumental variable (IV) Fixed effects (FE) | Micro |
| Caste as an Impediment to Trade (American Economic Journal: Applied Economics 2011) | Stata | 1 - accessible on journal website | Uttar Pradesh and Bihar LSMS Survey | India | Clustering Instrumental variable (IV) Ordinary least squares (OLS) | Micro |
| Competitive Pressure and the Adoption of Complementary Innovations (AER 2012) | Stata | 1 - accessible on journal website | Information and Communication Technologies Data by Harte-Hanks Corp. Amadeus - European Company Data French National Institute of Statistics and Economic Studies (INSEE) | France | Ordinary least squares (OLS) Lagrange multiplier (LM) non-linear combinations Instrumental variable (IV) Two-stage least squares (2SLS) robust SE clustered SE | Micro |
| Compulsory Licensing: Evidence from the Trading with the Enemy Act (AER 2012) | Stata | 1 - accessible on journal website | United States Patent and Trademark Office (USPTO) | USA | Ordinary least squares (OLS) Generalized least squares (GLS) Clustering Difference in differences (DID) Intent-to-Treat Analysis (ITT) Instrumental variable (IV) robust estimation | Panel Micro |
| Conscription and Crime: Evidence from the Argentine Draft Lottery (American Economic Journal: Applied Economics 2011) | Stata 10 | 1 - accessible on journal website | - | Argentina | Instrumental variable (IV) Ordinary least squares (OLS) | Micro administrative data |
| Constitutional Rules and Fiscal Policy Outcomes (AER 2004) | Stata 7 | 1 - accessible on journal website | data from a larger research project origin not specified in detail | - | Probit Instrumental variable (IV) Ordinary least squares (OLS) | Panel |
| Consumption Inequality and Partial Insurance (AER 2008) | Stata GAUSS | 1 - accessible on journal website | US Panel Study of Income Dynamics (PSID) | USA | Instrumental variable (IV) | Micro Panel |
| Criminal Recidivism after Prison and Electronic Monitoring (JPE 2013) | Stata | 1 - accessible on journal website | rearrest rates Penitentiary Service of the Province of Buenos Aires | Argentina | Instrumental variable (IV) Two-stage least squares (2SLS) Ordinary least squares (OLS) Probit | Micro |
| Direct Democracy and Public Employees (AER 2009) | SAS | 1 - accessible on journal website | Legal Landscape database assembled by examining state constitutions state statutes municipal charters and city codes for the 1 000 largest cities in the United States and 10 largest cities in each state describes the direct democracy provisions if any for approximately 1 500 American cities in 2005 census data from 2000; April 28 2008 version more recent versions available at http://www.iandrinstitute.org under “Data.”; information on city wages and employment by function taken from Local Government Employment and payroll 2000; demographic and economic information taken from American FactFinder; information on collective bargaining laws for local government employees in each state taken from NBER public Sector collective Bargaining Law data Set describes state laws pertaining to collective bargaining by local police firefighters teachers and “other” government workers using a six-category classification; information on state-wide unionization rates in 2000 collected from Web site of Bureau of Labor Statistics (BLS) | USA | OLS Fixed effects (FE) Instrumental variable (IV) | - |
| Disease and Development Revisited (JPE 2014) | Stata | 1 - accessible on journal website | GDP per capita life expectancy predicted mortality 1940-2000 | many countries | Ordinary least squares (OLS) Instrumental variable (IV) | - |
| Do Markets Reduce Costs? Assessing the Impact of Regulatory Restructuring on US Electric Generation Efficiency (AER 2007) | Stata | 1 - accessible on journal website | annual plant-level data for large fossil-fueled electricity generating plants owned by US electric utilities. Sources: The Federal Energy Regulatory Commission (FERC) EIA and Rural Utilities Service (RUS) | USA | Generalized least squares (GLS) Instrumental variable (IV) | Micro Panel |
| Do Output Contractions Trigger Democratic Change? (AEJ:MA 2010) | Stata | 1 - accessible on journal website | variation on precipitation temperatures and commodity export price index Polity IV 1963-2007 | 154 countries | Linear probability model (LPM) Instrumental variable (IV) Ordinary least squares (OLS) | Macro |
| Do Value-Added Estimates Add Value? Accounting for Learning Dynamics (American Economic Journal: Applied Economics 2011) | Stata | 1 - accessible on journal website | data from Pakistani public and private schools | Pakistan | Ordinary least squares (OLS) Instrumental variable (IV) Generalized method of moments (GMM) Logit | Micro |
| Does Disability Insurance Receipt Discourage Work? Using Examiner Assignment to Estimate Causal Effects of SSDI Receipt (AER 2013) | SAS Stata | 1 - accessible on journal website | administrative data Disability Operational Data Store (DIODS) SSA’s Master Beneficiary Record (MBR) | USA | Descriptive statistics Instrumental variable (IV) Ordinary least squares (OLS) | Micro |
| Does International Child Sponsorship Work? A Six-Country Study of Impacts on Adult Life Outcomes (JPE 2013) | Stata | 1 - accessible on journal website | - | Uganda Guatemala Philippines India Kenya Bolivia | Two-stage least squares (2SLS) Instrumental variable (IV) | survey |
| Does Job Corps Work? Impact Findings from the National Job Corps Study (AER 2008) | SAS | 1 - accessible on journal website | survey Data on Job Corps; tax data | - | Instrumental variable (IV) Multivariate logit | Micro |
| Does State Fiscal Relief during Recessions Increase Employment? Evidence from the American Recovery and Reinvestment Act (American Economic Journal: Economic Policy 2012) | Stata | 1 - accessible on journal website | Current Employment Statistics (CES). American Recovery and Reinvestment Act (ARRA) | USA | Ordinary least squares (OLS) Instrumental variable (IV) | Macro Time series |
| Drug Innovations and Welfare Measures Computed from Market Demand: The Case of Anti-cholesterol Drugs (American Economic Journal: Applied Economics 2012) | Stata | 1 - accessible on journal website | - | - | Conditional logit Instrumental variable (IV) | - |
| Dynamic Commitment and the Soft Budget Constraint: An Empirical Test (American Economic Journal: Economic Policy 2010) | Stata | 1 - accessible on journal website | - | Sweden | Ordinary least squares (OLS) Instrumental variable (IV) Huber-White robust standard errors | Time series |
| Dynamic Inefficiencies in an Employment-Based Health Insurance System: Theory and Evidence (AER 2011) | Stata | 1 - accessible on journal website | - | - | Ordinary least squares (OLS) Instrumental variable (IV) Arellano-Bond Fixed effects (FE) | Panel |
| Dynamic skill accumulation, education policies, and the return to schooling (Quantitative Economics 2017) | Fortran | 1 - accessible on journal website | US National Longitudinal Survey of Youth (NLSY) males from core random sample who were 14–16 years old in 1979 education wages employment status and hours of work for each individual from the time the individual is 16 up to age 30 Armed Forces Qualification Tests scores | USA | Instrumental variable (IV) | - |
| Dynamics and Stagnation in the Malthusian Epoch (AER 2011) | Stata 10.1 | 1 - accessible on journal website | mostly World Bank and CIA data; see online appendix for more info | World | robust SE Instrumental variable (IV) Ordinary least squares (OLS) | Macro |
| Education Premiums in Cambodia: Dummy Variables Revisited and Recent Data (EJW 2015) | Stata 12 | 1 - accessible on journal website | 2003/04 2007 2010 provided by Cambodia’s National Institute of Statistics Cambodian Socio-Economic Survey (CSES) for 1997 | Cambodia | Ordinary least squares (OLS) Instrumental variable (IV) | - |
| Education and Catch-Up in the Industrial Revolution (AEJ:MA 2011) | Stata | 1 - accessible on journal website | Data for Prussian counties from different censuses e.g. on population demography religion statistical office | Prussia | panel data model Instrumental variable (IV) Ordinary least squares (OLS) | Macro |
| Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter (AER 2006) | Stata | 1 - accessible on journal website | sets of panel data created for the UK US and Canada from a variety of nationally representative household surveys and/or censuses for different years; data is described in paper and readme file | UK US Canada | IV-DD IV-RD average and total treatment effects Ordinary least squares (OLS) Instrumental variable (IV) Fixed effects (FE) | Micro Panel |
| Estimating Platform Market Power in Two-Sided Markets with an Application to Magazine Advertising (AEJ:MI 2021) | MATLAB Fortran | 1 - accessible on journal website | on magazines published in Germany 1992-2010 | Germany | nested logit Generalized method of moments (GMM) Instrumental variable (IV) Logit | - |
| Estimating the Effects of Global Patent Protection in Pharmaceuticals: A Case Study of Quinolones in India (AER 2006) | MATLAB | 1 - accessible on journal website | detailed product level data on monthly pharmaceutical prices and sales over a two-year period from January 1999 to December 2000 | India | demand function Seemingly unrelated regressions (SUR) Instrumental variable (IV) Ordinary least squares (OLS) | Micro Panel |
| Estimating the Value of Proposal Power (AER 2005) | Stata 8 | 1 - accessible on journal website | project discriptions in US congress bills district data from Congressional District Atlas all data either from 1991 or 1998 | USA | political bargaining model Instrumental variable (IV) Ordinary least squares (OLS) | ? |
| Estimating the effect of a gasoline tax on carbon emissions (Journal of Applied Econometrics 2011) | Stata | 1 - accessible on journal website | monthly gasoline prices by state from the Department of Energy monthly sales volumes by state Bureau of Labor Statistics | - | Ordinary least squares (OLS) Instrumental variable (IV) Vector autoregression (VAR) | - |
| Ethnic Diversity and Preferences for Redistribution (JPE 2012) | Stata | 1 - accessible on journal website | - | Sweden | Two-stage least squares (2SLS) Instrumental variable (IV) | Panel Survey |
| Euler equation estimation: Children and credit constraints (Quantitative Economics 2016) | Stata | 1 - accessible on journal website | US Panel Study of Income Dynamics (PSID) | USA | Monte Carlo Generalized method of moments (GMM) Ordinary least squares (OLS) Instrumental variable (IV) | - |
| Expressive voting and its cost: Evidence from runoffs with two or three candidates (ECTA 2018) | Stata | 1 - accessible on journal website | 1978-2015 parliamentary and local election results Candidates’ campaign expenditures newspaper radio and TV data from Médiamétrie http://www.mediametrie.fr | France | Instrumental variable (IV) Regression discontinuity design (RDD) | - |
| Factor Immobility and Regional Impacts of Trade Liberalization: Evidence on Poverty from India (American Economic Journal: Applied Economics 2010) | Stata | 1 - accessible on journal website | Annual Survey of Industries India’s National Sample Survey | India | Instrumental variable (IV) Ordinary least squares (OLS) | Micro Cross section |
| Fiscal Centralization: Theory and Evidence from the Great Depression (American Economic Journal: Economic Policy 2018) | Stata | 1 - accessible on journal website | Inter-university Consortium for Political and Social Research (ICPSR) | USA | Ordinary least squares (OLS) Instrumental variable (IV) Probit | - |
| Fiscal Policy Multipliers on Subnational Government Spending (American Economic Journal: Economic Policy 2012) | Stata | 1 - accessible on journal website | Personal income data come from US Bureau of Economic Analysis (BEA) state government spending data come from US Census of Governments (COG) | USA | Ordinary least squares (OLS) Instrumental variable (IV) | Macro Time series |
| Fiscal Spending Jobs Multipliers: Evidence from the 2009 American Recovery and Reinvestment Act (American Economic Journal: Economic Policy 2012) | Stata | 1 - accessible on journal website | American Recovery and Reinvestment Act (ARRA) | USA | Ordinary least squares (OLS) Instrumental variable (IV) | Macro Cross section |
| Frugal IV alternatives to identify the parameter for an endogenous regressor (Journal of Applied Econometrics 2009) | - | 1 - accessible on journal website | ice cream consumption Hand D. J. Daly F. Lunn A. D. McConway K. J. and E. Ostrowski (1993). Handbook of Small Data Sets. Chapman & Hall/CRC London. http://www.stat.ncsu.edu/sas/sicl/data/ yield strength and hardness of artillery shells natural (experimental) instrumental variable (low vs. high heat) Madansky A. (1959) "The fitting of straight lines when both variables are subject to error | - | Ordinary least squares (OLS) Instrumental variable (IV) | - |
| Global Savings and Global Investment: The Transmission of Identified Fiscal Shocks (American Economic Journal: Economic Policy 2012) | Stata | 1 - accessible on journal website | data about saving and investment from different countries | World | Ordinary least squares (OLS) Instrumental variable (IV) | Macro Panel |
| Good Principals or Good Peers? Parental Valuation of School Characteristics, Tiebout Equilibrium, and the Incentive Effects of Competition among Jurisdictions (AER 2006) | SAS Stata | 1 - accessible on journal website | US National Educational Longitudinal Study (NELS) a random sample of eighth grade students from roughly 750 metropolitan schools and from the SAT college entrance exam | USA | Ordinary least squares (OLS) Instrumental variable (IV) | Cross section Micro |
| History, Institutions, and Economic Performance: The Legacy of Colonial Land Tenure Systems in India (AER 2005) | Stata 8 | 1 - accessible on journal website | proxies and correlates for economic prosperity in India on the distrit level e.g. World Bank data 1956-1987 | India | Instrumental variable (IV) Ordinary least squares (OLS) | Panel |
| House Prices, Home Equity-Based Borrowing, And the US Household Leverage Crisis (AER 2011) | Stata | 1 - accessible on journal website | Credit and income data from Epifax FCSW IRS Census | USA | clustered SE Instrumental variable (IV) Ordinary least squares (OLS) | Micro |
| How Do Hospitals Respond to Price Changes? (AER 2005) | SAS Stata | 1 - accessible on journal website | Medicare Provider Analysis (FY85-FY91) annual tables of DRG (FY85-FY91) and the Annual Survey of Hospitals (1987) | USA | log-log model Instrumental variable (IV) Fixed effects (FE) Ordinary least squares (OLS) | Panel |
| How Is Foreign Aid Spent? Evidence from a Natural Experiment (AEJ:MA 2009) | Stata | 1 - accessible on journal website | World Development Indicators (WDI) 2005 database | Arabia | Newey-West standard errors Instrumental variable (IV) Ordinary least squares (OLS) | Macro |
| Immigration and the Neighborhood (American Economic Journal: Economic Policy 2011) | Stata 9 | 1 - accessible on journal website | census decennial data for the metropolitan areas of the United States | USA | Ordinary least squares (OLS) Instrumental variable (IV) | Micro Time series |
| Immigration, Offshoring, and American Jobs (AER 2013) | Stata | 1 - accessible on journal website | US Census Integrated Public Use Microsample (US IPUMS) public data | USA | Ordinary least squares (OLS) Instrumental variable (IV) | Micro Census |
| Income Taxes, Compensating Differentials, and Occupational Choice: How Taxes Distort the Wage-Amenity Decision (American Economic Journal: Economic Policy 2012) | Stata | 1 - accessible on journal website | US Panel Study of Income Dynamics (PSID) | - | Ordinary least squares (OLS) Instrumental variable (IV) | Panel |
| Income and Democracy: A Smooth Varying Coefficient Redux (Journal of Applied Econometrics 2017) | R 3.0.2 | 1 - accessible on journal website | 150 countries 1955–2000 | 150 countries | Fixed effects (FE) Quadratic spectral (QS) kernel Instrumental variable (IV) Bootstrap | - |
| Industry Dynamics of Offshoring: The Case of Hard Disk Drives (AEJ:MI 2018) | Stata MATLAB | 1 - accessible on journal website | Disk/Trend Reports 178 firms 1976-1998 UNIDO International Labour Organization (ILO) US Department of Labor | - | Ordinary least squares (OLS) Instrumental variable (IV) | - |
| Industry Evidence on the Effects of Government Spending (AEJ:MA 2011) | Stata | 1 - accessible on journal website | NBER-CES MID US Bureau of Economic Analysis (BEA) | USA | Ordinary least squares (OLS) Fixed effects (FE) Instrumental variable (IV) | Micro Panel |
| Inspecting the Mechanism: Leverage and the Great Recession in the Eurozone (AER 2017) | MATLAB Dynare | 1 - accessible on journal website | OECD-WTO Trade in Value-Added (TiVA) Eurosystem Household Finance and Consumption Survey (HFCS) banks’ credit default swaps (CDSs) spreads on government bonds | EU USA | Instrumental variable (IV) Dynamic stochastic general equilibrium (DSGE) | - |
| Is Lottery Gambling Addictive? (American Economic Journal: Economic Policy 2010) | Stata | 1 - accessible on journal website | Texas Lottery | USA Texas | Ordinary least squares (OLS) Instrumental variable (IV) | Micro |
| Isolated Capital Cities, Accountability, and Corruption: Evidence from US States (AER 2014) | Stata 12 | 1 - accessible on journal website | US Census for all census years 1920-2000 | USA | Instrumental variable (IV) | Census Micro |
| Life-Cycle Prices and Production (AER 2007) | Stata | 1 - accessible on journal website | 570 ACNielsen’s Homescan dataset for Denver; 957 | Denver Colorado USA | Instrumental variable (IV) Ordinary least squares (OLS) | Micro Cross section (from) Panel |
| Low-Skilled Immigration and the Labor Supply of Highly Skilled Women (American Economic Journal: Applied Economics 2011) | Stata 64bit | 1 - accessible on journal website | 5 percent sample of the 1980 1990 and 2000 Census Integrated Public Use Microdata Samples to measure the concentration of low-skilled immigrants among cities. | USA | Instrumental variable (IV) Fixed effects (FE) Ordinary least squares (OLS) | Micro Panel |
| Making Yourself Attractive: Pre-marital Investments and the Returns to Education in the Marriage Market (American Economic Journal: Applied Economics 2013) | Stata | 1 - accessible on journal website | US Census Integrated Public Use Microsample (US IPUMS) | USA | Instrumental variable (IV) | - |
| Malaria Eradication and Educational Attainment: Evidence from Paraguay and Sri Lanka (American Economic Journal: Applied Economics 2010) | Stata | 1 - accessible on journal website | Demographic and Health Survey (DHS) | Paraguay Sri Lanka | Ordinary least squares (OLS) Instrumental variable (IV) Clustering | Micro household survey administrative data |
| Many Children Left Behind? Textbooks and Test Scores in Kenya (American Economic Journal: Applied Economics 2009) | Stata | 1 - accessible on journal website | - | Kenya | Instrumental variable (IV) Bootstrap Ordinary least squares (OLS) | experimental data |
| Medicare Part D and the Financial Protection of the Elderly (American Economic Journal: Economic Policy 2011) | Stata MATLAB | 1 - accessible on journal website | Kaiser Family Foundation’s Medicare Fact Sheet | USA | Quantile regression Ordinary least squares (OLS) Instrumental variable (IV) | Micro |
| Minimum Wages and Earnings Inequality in Urban Mexico (American Economic Journal: Applied Economics 2010) | Stata 10 | 1 - accessible on journal website | Mexican Encuesta Nacional de Empleo Urbano (ENEU) social security data | Mexico | Ordinary least squares (OLS) Instrumental variable (IV) | Micro Time-series |
| Non-parametric bounds on quantiles under monotonicity assumptions: with an application to the Italian education returns (Journal of Applied Econometrics 2011) | Stata MATLAB | 1 - accessible on journal website | - | Italy | Instrumental variable (IV) parametric Quantile regression | - |
| Oil and Democracy: Endogenous Natural Resources and the Political “Resource Curse” (International Organization 2016) | Stata | 1 - accessible on journal website | value of oil revenue per capita 1960-2006 contribution of industrial value added to GDP for each year logarithm of the real GDP per capita in dollars of the year 2000 World Development Indicators (WDI) stock of education in the population as the average years of schooling among those aged fifteen and older Polity2 scoring | global | Instrumental variable (IV) Arellano-Bond estimation Fixed effects (FE) | - |
| Optimal Tariffs and Market Power: The Evidence (AER 2008) | Stata | 1 - accessible on journal website | United Nations Commodity Trade Statistics Database (COMTRADE) UNCTAD - Trade Analysis Information System (TRAINS) United Nations Industrial Development Organization (UNIDO) Industrial Statistics Database | WTO member countries | Tobit Generalized method of moments (GMM) Instrumental variable (IV) Fixed effects (FE) Ordinary least squares (OLS) | Macro Panel |
| Optimal Taxation and Social Insurance with Endogenous Private Insurance (American Economic Journal: Economic Policy 2010) | Stata | 1 - accessible on journal website | Mathematica UI Exhaustees dataset | - | Ordinary least squares (OLS) Instrumental variable (IV) | Micro |
| Panic on the Streets of London: Police, Crime, and the July 2005 Terror Attacks (AER 2011) | Stata | 1 - accessible on journal website | London Metro. Police crime reports | UK | Ordinary least squares (OLS) Instrumental variable (IV) Clustering | Micro Panel |
| Peers, Neighborhoods, and Immigrant Student Achievement: Evidence from a Placement Policy (American Economic Journal: Applied Economics 2011) | Stata 11 | 1 - accessible on journal website | administrative registers maintained by Statistics Sweden | Sweden | Clustering Instrumental variable (IV) Ordinary least squares (OLS) | Micro administrative data |
| Pitfalls of Participatory Programs: Evidence from a Randomized Evaluation in Education in India (American Economic Journal: Economic Policy 2010) | Stata | 1 - accessible on journal website | - | India | Ordinary least squares (OLS) Instrumental variable (IV) | Panel |
| Playing with Fire: Cigarettes, Taxes, and Competition from the Internet (American Economic Journal: Economic Policy 2010) | Stata | 1 - accessible on journal website | - | USA | Instrumental variable (IV) Poisson Ordinary least squares (OLS) | Time series |
| Public insurance and private savings: who is affected and by how much? (Journal of Applied Econometrics 2009) | Stata MATLAB | 1 - accessible on journal website | household asset composition data from US Survey of Income and Program Participation (SIPP) 1984-1993 Gruber-Yelowitz version of data available at: http://gatton.uky.edu/Faculty/yelowitz/index.html MATLAB code for instrumental quantile regression available at http://faculty.chicagogsb.edu/christian.hansen/research/iqrmat.zip | USA | Quantile regression Two-stage least squares (2SLS) Instrumental variable (IV) | - |
| Race to the Bottom? Local Tax Break Competition and Business Location (American Economic Journal: Applied Economics 2020) | Stata MATLAB ArcGIS | 1 - accessible on journal website | annual information on every IDA tax exemption agreement starting 2008 from Office of the New York State Comptroller American Community Survey (ACS) 2006-2010 Establishment counts from ReferenceUSA database effective property tax rates from Comptroller’s Overlapping Real Property Tax Tables data on Empire Zone program from Good Jobs First’s Subsidy Tracker 2.0 database | New York State USA | Ordinary least squares (OLS) Fixed effects (FE) Instrumental variable (IV) | - |
| Re-examining Economic Shocks and Civil Conflict (American Economic Journal: Applied Economics 2011) | Stata | 1 - accessible on journal website | GDP from Penn World Table (PWT) | Africa | Ordinary least squares (OLS) Instrumental variable (IV) | Micro Macro |
| Real Wage Inequality (American Economic Journal: Applied Economics 2013) | Stata | 1 - accessible on journal website | American Housing Survey (AHS) Census of Population raw datafiles obtained from US Census Integrated Public Use Microsample (US IPUMS) | USA | Instrumental variable (IV) | - |
| Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability? (AER 2008) | SAS Stata | 1 - accessible on journal website | US Census of Manufactures (CM) | USA | Instrumental variable (IV) Ordinary least squares (OLS) | Micro firm-level |
| Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation (ECTA 2017) | Stata | 1 - accessible on journal website | - | Denver USA | Instrumental variable (IV) Two-stage least squares (2SLS) Bootstrap Clustering | - |
| Returns to Education: Evidence from U.K. Twins (AER 2003) | Stata | 1 - accessible on journal website | questionnaire to 3300 same-sex twin pairs in 1999 (Twins Research Unit St. Thomas' Hospital London) comparative data from UK Labour Force Survey (LFS) | UK | Ordinary least squares (OLS) Instrumental variable (IV) Probit | pooled data |
| Returns to Education: Evidence from UK Twins: Comment (AER 2011) | Stata | 1 - accessible on journal website | dataset based on a sample of 428 female monozygotic twins from the Twins Research Unit St. Thomas’ Hospital | UK | pooled and within-twin pair regression Instrumental variable (IV) Ordinary least squares (OLS) | Micro |
| Risk and Time Preferences: Linking Experimental and Household Survey Data from Vietnam (AER 2010) | Stata | 1 - accessible on journal website | 2002 Viet Nam Household Living Standards Survey; Institute of Metereology Hanoi Vietnam | Vietnam | Ordinary least squares (OLS) Instrumental variable (IV) Two-stage least squares (2SLS) clustered SE | Micro Survey Field experiment |
| School Desegregation, School Choice, and Changes in Residential Location Patterns by Race (AER 2011) | GIS Stata | 1 - accessible on journal website | - | - | Instrumental variable (IV) Ordinary least squares (OLS) | Time series |
| Segregation and the Quality of Government in a Cross Section of Countries (AER 2011) | Stata | 1 - accessible on journal website | various Sources | World | Ordinary least squares (OLS) Instrumental variable (IV) Probit robust SE | Macro |
| Selection Bias, Demographic Effects, and Ability Effects in Common Value Auction Experiments (AER 2007) | Stata | 1 - accessible on journal website | Scholastic Aptitude and American College Test (SAT/ACT) scores and grade point average data | - | Random effects (RE) Instrumental variable (IV) | Micro Panel |
| Slum Clearance and Urban Renewal in the United States (American Economic Journal: Applied Economics 2013) | Stata | 1 - accessible on journal website | city-level measures of income property values employment and poverty rates and population | USA | Instrumental variable (IV) | - |
| Social Interactions in High School: Lessons from an Earthquake (AER 2007) | Stata | 1 - accessible on journal website | 1991 and 1981 Italian Population Census | Italy | Instrumental variable (IV) Ordinary least squares (OLS) | Micro |
| Standard Setting Committees: Consensus Covernance for Shared Technology Platforms (AER 2012) | Stata | 1 - accessible on journal website | Internet Engeneering Task Force (IETF) data 1993-2003 | - | Ordinary least squares (OLS) Propensity score matching Difference in differences (DID) Instrumental variable (IV) | Panel Micro |
| Subsidized Farm Input Programs and Agricultural Performance: A Farm-Level Analysis of West Bengal's Green Revolution, 1982-1995 (American Economic Journal: Applied Economics 2011) | Stata | 1 - accessible on journal website | Cost of cultivation surveys carried out by the Department of Agriculture of the state government | India | Instrumental variable (IV) Fixed effects (FE) Ordinary least squares (OLS) | Micro Panel |
| Task Specialization, Immigration, and Wages (American Economic Journal: Applied Economics 2009) | Stata | 1 - accessible on journal website | O*NET dataset US-Census | USA | Two-stage least squares (2SLS) Weighted least squares (WLS) Instrumental variable (IV) Fixed effects (FE) Ordinary least squares (OLS) | Micro |
| The Colonial Origins of Comparative Development: An Empirical Investigation: Comment (AER 2012) | Stata | 1 - accessible on journal website | Data on the mortality rates of soldiers bishops and sailors stationed in the colonies between the seventeenth and nineteenth centuries largely based on the work of the historian Philip D. Curtin. Risk of expropriation index from Political Risk Service. The Colonial Origins of Comparative Development: An Empirical Investigation: Reply | European Colonies | Instrumental variable (IV) Ordinary least squares (OLS) | Macro |
| The Economic Benefits of Pharmaceutical Innovations: The Case of Cox-2 Inhibitors (American Economic Journal: Applied Economics 2012) | Stata | 1 - accessible on journal website | Medical Expenditure Panel Survey apparently not available for tables 1 2 and 5 | USA | Clustering Difference in differences (DID) Instrumental variable (IV) Fixed effects (FE) | Micro |
| The Effect of Female Education on Fertility and Infant Health: Evidence from School Entry Policies Using Exact Date of Birth (AER 2011) | Stata | 1 - accessible on journal website | 1989-2001 Texas and 1989-2002 California natility data each from Dep. of Health | USA | Ordinary least squares (OLS) Instrumental variable (IV) Two-stage least squares (2SLS) nonparametric est. | Panel Micro |
| The Effect of Low‐Skilled Immigration on U.S. Prices: Evidence from CPI Data (JPE 2008) | Stata | 1 - accessible on journal website | 1980 1990 and 2000 Public Use Microdata Samples (PUMS) of the Decennial Census to measure the concentration of low‐skilled immigrants among cities confidential price data from CPI Research Database (RDB) of the Bureau of Labor Statistics (BLS) | USA | Instrumental variable (IV) | - |
| The Effects of Rural Electrification on Employment: New Evidence from South Africa (AER 2011) | Stata | 1 - accessible on journal website | - | South Africa | Ordinary least squares (OLS) Instrumental variable (IV) | Panel |
| The Fundamental Law of Road Congestion: Evidence from US Cities (AER 2011) | Stata | 1 - accessible on journal website | US Highway Performance Monitoring System (HPMS) data from the Federal Highway Administration in the US Department of Transportation | USA | Ordinary least squares (OLS) robust SE Clustering Instrumental variable (IV) Two-stage least squares (2SLS) | Micro Panel |
| The International Diversification Puzzle Is Not as Bad as You Think (JPE 2013) | Stata MATLAB Excel EViews | 1 - accessible on journal website | trade openness GDP per capita population employment private and public consumption from real gross fixed capital formation net exports consumer price index based real exchange rate OECD Quarterly National Accounts and Main Economic Indicators | OECD countries | least absolute deviations (LAD) Hodrick-Prescott filter Instrumental variable (IV) Ordinary least squares (OLS) | Macro Panel |
| The Internet and Local Wages: A Puzzle (AER 2012) | Stata | 1 - accessible on journal website | US Current Population Survey (CPS) Census Internet Use Supplement US Census Downes-Greenstein (2007) Database United States Patent and Trademark Office (USPTO) | USA | Ordinary least squares (OLS) robust estimation Instrumental variable (IV) Two-stage least squares (2SLS) F-test Hausman test | Macro county level |
| The Long-Term Impact of Military Service on Health: Evidence from World War II and Korean War Veterans (AER 2006) | Stata | 1 - accessible on journal website | pooled data on military service and post-service mortality for 579 military verterans from the National Longitudinal Mortality Survey and the Multiple Cause of Death (MCOD) files for 1968–2000. | USA | Instrumental variable (IV) | Micro Cross section |
| The Origins of Ethnolinguistic Diversity (AER 2012) | Stata | 1 - accessible on journal website | Geographically Based Dataset | World | Ordinary least squares (OLS) clustered SE Instrumental variable (IV) Two-stage least squares (2SLS) non-linear combinations | Macro Time series Cross section |
| The Permanent Effects of Transportation Revolutions in Poor Countries: Evidence from Africa (REStat 2016) | Stata Mapinfo | 1 - accessible on journal website | Ghana (1891-2000) mining production various sources indicate location of each mine (gold manganese diamonds) in 1901 and 1931 forest data from GIS data compiled by Globcover 2009 transportation networks government and non-government school from report on the Education Department of the Gold Coast hospitals in 1902 and 1930 health reports: Report on the Medical and Sanitary Department of the Gold Coast 2000 Facility Census and 2000 Population and Housing Census for data on infrastructure provision and human capital at the cell level in 2000 data on urban employment in 1931 from Population and Housing Census 1931 39 selected Sub-Saharan African countries (1890-2010) satellite data on night lights from National Oceanic and Atmospheric Administration Wikipedia Google Earth Population Censuses Africapolis Encyclopedia Britannica climate data from Terrestrial Air Temperature and Precipitation: 1900-2007 Gridded Monthly Time Series version 1.01 2007 University of Delaware rail lines in GIS from Digital Chart of the World | Ghana 39 selected Sub-Saharan African countries | Fixed effects (FE) Instrumental variable (IV) Ordinary least squares (OLS) Clustering | - |
| The Role of Trading Frictions and Real Asset Markets (AER 2011) | Stata | 1 - accessible on journal website | 4 Datasets on Aircraft History Aircraft Utilization Blue Book Prices Transaction Price | western world | Ordinary least squares (OLS) Clustering stcox Two-stage least squares (2SLS) Instrumental variable (IV) | Panel Micro |
| The Slave Trade and the Origins of Mistrust in Africa (AER 2011) | Stata 11 | 1 - accessible on journal website | Household Survey cover 17 sub-Saharan African countries | - | Instrumental variable (IV) Fixed effects (FE) Ordinary least squares (OLS) | Micro |
| The Taxing Deed of Globalization (AER 2019) | Stata MATLAB | 1 - accessible on journal website | IMF’s Government Finance Statistics OECD’s Tax Statistics International Labour Organization (ILO) ’s LABORSTA database ILOSTAT Standardized World Income Inequality Database (SWIID) World Bank’s World Integrated Trade Solution Database OECD’s Structural Analysis Database United Nations Industrial Development Organization’s Industrial Statistics Database 1980-2007 World Bank’s Global Bilateral Migration Database for 1980 1990 2000 Quality of Government Basic Dataset World Development Indicators (WDI) IRS’s US Population Migration Data 2000-2007 US Census Current Population Survey 1990-2010 National Conference on State Legislatures US Bureau of Economic Analysis database on Regional Economic Accounts Luxembourg Income Study (LIS) | OECD | Ordinary least squares (OLS) Instrumental variable (IV) Fixed effects (FE) | - |
| The Unequal Effects of Liberalization: Evidence from Dismantling the License Raj in India (AER 2008) | Stata MATLAB | 1 - accessible on journal website | Various data sources | India | Instrumental variable (IV) | Macro Balanced Panel |
| The Wrong Side(s) of the Tracks: The Causal Effects of Racial Segregation on Urban Poverty and Inequality (American Economic Journal: Applied Economics 2011) | Stata | 1 - accessible on journal website | US Census Bureau reports on metropolitan demographics individual Census Microdata from US Census Integrated Public Use Microsample (US IPUMS) | USA | Clustering Instrumental variable (IV) Ordinary least squares (OLS) | administrative data Micro |
| Too Far Away? The Effect of Distance to Headquarters on Business Establishment Performance (AEJ:MI 2013) | Stata | 1 - accessible on journal website | sales-tax collecting from businesses founded between 1990 and 2003 from Texas Sales and Use Tax Permit Holder Information File | USA | Weibull duration model Probit Instrumental variable (IV) | Micro |
| Trade Adjustment and Human Capital Investments: Evidence from Indian Tariff Reform (American Economic Journal: Applied Economics 2010) | Stata 9 | 1 - accessible on journal website | India’s National Sample Survey | India | Instrumental variable (IV) Ordinary least squares (OLS) | Micro Cross section |
| Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity (REStud 2016) | Stata | 1 - accessible on journal website | Bureau van Dijk Amadeus patent applications to the European Patent Office (EPO) Harte Hanks (HH) IT data United Nations Commodity Trade Statistics Database (COMTRADE) Eurostat Prodcom | Austria Denmark Finland France Germany Ireland Italy Norway Spain Sweden Switzerland UK | Instrumental variable (IV) Negative binomial regression | - |
| Trade, Migration, and Productivity: A Quantitative Analysis of China (AER 2019) | Stata MATLAB | 1 - accessible on journal website | - | China | Instrumental variable (IV) | - |
| Unemployment in an Interdependent World (American Economic Journal: Economic Policy 2013) | Stata | 1 - accessible on journal website | wages unemployment rates and trade costs | 20 rich OECD countries | Ordinary least squares (OLS) Instrumental variable (IV) | Macro |
| Value-Added Taxes, Chain Effects, and Informality (AEJ:MA 2010) | Stata | 1 - accessible on journal website | National Accounting System technical coefficient Proportion of sales by the firms CNAE activity to the NAS sector Sistema Ingrado de Pagamento de impostos e contribuicoes das microempresas e empresas de pequeño porte (SIMPLES) | Brazil | Instrumental variable (IV) Ordinary least squares (OLS) | Macro |
| Valuing New Goods in a Model with Complementarity: Online Newspapers (AER 2007) | - | 1 - accessible on journal website | Washington DC PrimeNext | USA | Linear probability model (LPM) Ordinary least squares (OLS) Two-stage least squares (2SLS) Instrumental variable (IV) | Micro Panel |
| Violent Conflict and Behaviour: A Field Experiment in Burundi (AER 2012) | Stata | 1 - accessible on journal website | 35 communities in Burundi of whom 24 experienced violence between 1993 and 2003 | Burundi | Ordinary least squares (OLS) Tobit Probit robust Clustering Instrumental variable (IV) | Panel Micro Field experiment |
| Vouchers for Private Schooling in Colombia: Evidence from a Randomized Natural Experiment (AER 2002) | SAS | 1 - accessible on journal website | Telephone Interviews of program applicants (household survey) Test Scores by testing pupils* | Bogotá Jamundi (Cali) Colombia | Ordinary least squares (OLS) Random effects (RE) Probit Two-stage least squares (2SLS) Instrumental variable (IV) | Micro |
| What Can We Learn about the Effects of Food Stamps on Obesity in the Presence of Misreporting? (AJAE 2016) | Stata | 1 - accessible on journal website | US National Longitudinal Survey of Youth (NLSY) 1997 Supplemental Nutrition Assistance Program (SNAP) | USA | Instrumental variable (IV) | - |
| Why Are Target Interest Rate Changes So Persistent? (AEJ:MA 2012) | EViews MATLAB | 1 - accessible on journal website | interest rates Federal open market committee meeting Federal Reserve System | USA | Ordinary least squares (OLS) Newey-West standard errors Instrumental variable (IV) | Time series Macro |
| Why Don't We See Poverty Convergence? (AER 2012) | - | 1 - accessible on journal website | household surveys of 100 developing countries 2005 World-Bank International Comparison Program | different developing countries | Ordinary least squares (OLS) robust estimation White test Instrumental variable (IV) | Macro Micro survey-data |
