Devaluation, Exports, and Recovery from the Great Depression (ICPSR 301321)
Data and code for "Devaluation, Exports, and Recovery from the Great Depression," JEH 2026.
This paper evaluates how a major policy shift—the suspension of the gold standard in September 1931—affected employment outcomes in interwar Britain. We use a new high-frequency industry-level dataset and difference-in-differences techniques to isolate the impact of devaluation on exporters. At the micro level, the break from gold reduced the unemployment rate by 2.7 percentage points for export-intensive industries relative to non-export industries. At the aggregate level, this effect stimulated the labor market, the fiscal outlook, and economic growth. Devaluation was therefore an important initial spark of recovery from the depths of the Great Depression.
An Analytical Framework for Causal Decision-Making in International Trade (ICPSR 236041)
Indian pharmaceutical firms 1994-2019 (ICPSR 206102)
Service Annual Survey (SAS), United States (ICPSR 38475)
The Service Annual Survey (SAS) has been conducted by the Census Bureau annually since 1982 on service businesses with paid employees. The survey produces the most comprehensive data available on service activity in the United States. Administrative records data or imputed values supplement the survey to account for nonresponse, nonemployers and certain other businesses.
The SAS tables provide statistics on revenue, payroll, sources of revenue, expenses, exports, inventory, revenue from electronic sources and other selected industry-specific data for service industries.
For more information, including confidentiality protection, sampling error, nonsampling error and definitions, and supporting materials including data visualizations, visit the Census Bureau's Service Annual Survey website.