Studies
The Impact of Income-Driven Repayment on Student Borrower Outcomes
Daniel Herbst
Data Availability: The first data source is administrative loan data from an anonymous large loan servicing company ("LLS"). These data are proprietary and subject to the terms of a non-disclosure agreement between the author and LLS. As such, they cannot be shared, and the identity of LLS cannot be disclosed. The second data source is the NCES Baccalaureate and Beyond ("B&B") Study (NCES, 2016). These data were collected by the National Center for Education Statistics (NCES) and require a restricted-use data license. Researchers can apply for a license.
Computational Reproducibility:
Replicability:
Winners and Losers? The Effect of Gaining and Losing Access to Selective Colleges on Education and Labor Market Outcomes
Sandra E. Black, Jeffrey T. Denning, and Jesse Rothstein
Data Availability: The data for this project are all restricted data controlled by the Texas Education Research Center (ERC; Austin ERC Director Celeste Alexander, celeste.alexander@austin.utexas.edu). The agreement under which we use the data does not permit us to redistribute them. The ERC web page includes information about how to apply for access. Researchers intending to do this should contact us; we are happy to work with ERC staff to support applications and ensure that the appropriate files are transferred. We will maintain access to the data only until our current agreement expires, currently scheduled for March 2023. We will retain all raw and cleaned data files used in this study, as well as program logs and output, until that point.
Computational Reproducibility:
Replicability:
A Glimpse of Freedom: Allied Occupation and Political Resistance in East Germany
Luis R. Martinez, Jonas Jessen, Guo Xu
Data Availability: The folder Data contains all data required to run the analyses except for SOEP data and 1946 census and election data at the municipality level from Falter (1997). Data can easily be accessed.
Computational Reproducibility:
Replicability: Looking for a replicator.
Employer Responses to Family Leave Programs
Rita Ginja, Arizo Karimi, and Pengpeng Xiao
Data Availability: Access to the data is restricted and protected according to §8, chapter 24 of the Public Access to Information and Secrecy Act (2009:400). Researchers wishing to replicate the results in the paper can apply for access to the analysis data from the Institute for Evaluation of Labour Market and Education Policy (IFAU). Researchers located within the EU will in general be able to access the data for replication purposes through a remote connection to IFAU's servers or using a terminal on location at IFAU. However, IFAU will make a formal decision on a case-by-case basis, after examination pursuant to chapter 24, §8 of the Public Access to Information and Secrecy Act (2009:400), to disclose analysis data with a reservation of secrecy in accordance with chapter 10, §14 of the Public Access to Information and Secrecy Act.
Computational Reproducibility:
Replicability:
Labor Supply and Directed Technical Change: Evidence from the Termination of the Bracero Program in 1964
Shmuel San
Data Availability: Data can be freely downloaded.
Computational Reproducibility:
Replicability: Looking for a replicator.
The Effect of Immigration Restrictions on Local Labor Markets: Lessons from the 1920s Border Closure
Ran Abramitzky, Philipp Ager, Leah Boustan, Elior Cohen, Casper W. Hansen
Data Availability: Data can be freely downloaded.
Computational Reproducibility:
Replicability: Looking for a replicator.
Temperature, Worker Productivity, and Adaptation: Evidence from Survey Data Production
Melissa LoPalo
Data Availability: Data can be freely downloaded.
Computational Reproducibility:
Replicability: Looking for a replicator.
Every Day Is Earth Day: Evidence on the Long-Term Impact of Environmental Activism
Daniel Hungerman and Vivek Moorthy
Data Availability: The Youth Socialization Survey and GSS survey data are restricted. The Youth Socialization Survey data can be obtained from ICPSR and is available only to users at ICPSR member institutions. The GSS data for this project uses publicly available data combined with confidential geographic identifiers.
Computational Reproducibility:
Replicability:
Incentivized Peer Referrals for Tuberculosis Screening: Evidence from India
Jessica Goldberg, Mario Macis and Pradeep Chintagunta
Data Availability: Raw data files are unavailable as they contain sensitive information. Clean, de-identified datasets have been provided. These data are sufficient to replicate all tables within the paper.
Computational Reproducibility:
Replicability:
Strategic Formal Layoffs: Unemployment Insurance and Informal Labor Markets
Bernardus Van Doornik, David Schoenherr, Janis Skrastins
Data Availability: Most of the data for this project are confidential. Researchers wishing to replicate the results may contact the BCB, at which point they will be required to sign a non-disclosure agreement and obtain permission from the BCB for access to the data.
Computational Reproducibility:
Replicability:
Inefficient Water Pricing and Incentives for Conservation
Ujjayant Chakravorty, Manzoor H. Dar and Kyle Emerick
Data Availability: Data and code provided.
Computational Reproducibility:
Replicability: Looking for a replicator.
High School Majors and Future Earnings
Gordon B. Dahl, Dan-Olof Rooth and Anders Stenberg
Data Availability: The information used in the analysis combines several Swedish administrative registers, and due to security considerations and the European Union's General Data Protection Regulation (GDPR) from May 2018, the data may not be transferred to computers outside Statistics Sweden.
Computational Reproducibility:
Replicability:
The Effects of Working While in School: Evidence from Employment Lotteries
Thomas Le Barbanchon, Diego Ubfal, Federico Araya
Data Availability: For the analysis of survey data, the authors provide both the analysis survey dataset in de-identified format and codes. The replicator should expect the code to run for about 15 minutes.The authors are not allowed to share the administrative dataset, but provide the Stata code for analysis of administrative data.
Computational Reproducibility:
Replicability:
The Employee Costs of Corporate Debarment in Public Procurement
Christiane Szerman
Data Availability: Some data cannot be made publicly available. Data on debarment and labor market: the results in the paper use confidential microdata from Controladoria Geral da União (CGU) and Ministério da Economia, government agencies in Brazil. Researchers interested in using debarment data should execute a data use agreement with CGU and arrange for secure access.
Computational Reproducibility:
Replicability:
The Economic Incidence of Wildfire Suppression in the United States
Patrick Baylis and Judson Boomhower
Data Availability: The home assessor data used in the paper is a compilation provided by CoreLogic, Inc. through a data agreement with Stanford University. The data and their metadata are not available publicly according to the terms of the agreement.Without access to the proprietary data used in the paper, much of the code will not be runnable by replicators.
Computational Reproducibility:
Replicability:
Wage Stagnation and the Decline of Standardized Pay Rates, 1974–1991
Maxim Massenkoff and Nathan Wilmers
Data Availability: Data and code provided.
Computational Reproducibility:
Replicability: Looking for a replicator.