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Working Paper
Changing Business Dynamism and Productivity : Shocks vs. Responsiveness
The pace of job reallocation has declined in all U.S. sectors since 2000. In standard models, aggregate job reallocation depends on (a) the dispersion of idiosyncratic productivity shocks faced by businesses and (b) the marginal responsiveness of businesses to those shocks. Using several novel empirical facts from business microdata, we infer that the pervasive post-2000 decline in reallocation reflects weaker responsiveness in a manner consistent with rising adjustment frictions and not lower dispersion of shocks. The within-industry dispersion of TFP and output per worker has risen, while ...
Working Paper
Early-Stage Business Formation : An Analysis of Applications for Employer Identification Numbers
This paper reports on the development and analysis of a newly constructed dataset on the early stages of business formation. The data are based on applications for Employer Identification Numbers (EINs) submitted in the United States, known as IRS Form SS-4 filings. The goal of the research is to develop high-frequency indicators of business formation at the national, state, and local levels. The analysis indicates that EIN applications provide forward-looking and very timely information on business formation. The signal of business formation provided by counts of applications is improved by ...
Working Paper
Early Joiners and Startup Performance
We show that early joiners---non-founder employees in the first year of a startup---play a critical role in explaining firm performance. We use administrative employee-employer matched data on all US startups and utilize the premature death of workers as a natural experiment exogenously separating talent from young firms. We find that losing an early joiner has a large negative effect on firm size that persists for at least ten years. When compared to that of a founder, losing an early joiner has a smaller effect on firm death but intensive margin effects on firm size are similar in ...
Working Paper
Job-to-Job Flows and the Consequences of Job Separations
A substantial empirical literature documents large and persistent average earnings losses following job displacement. Our paper extends the literature on displaced workers by providing a comprehensive picture of earnings and employment outcomes for all workers who separate. We show that for workers not recalled to their previous employer, earnings losses follow separations in general, as opposed to displacements in particular. The key predictor of earnings losses is not displacement but the length of the nonemployment spell following job separation. Moreover, displaced workers are no more ...
Working Paper
Declining Dynamism, Allocative Efficiency, and the Productivity Slowdown
A large literature documents declining measures of business dynamism including high-growth young firm activity and job reallocation. A distinct literature describes a slowdown in the pace of aggregate labor productivity growth. We relate these patterns by studying changes in productivity growth from the late 1990s to the mid 2000s using firm-level data. We find that diminished allocative efficiency gains can account for the productivity slowdown in a manner that interacts with the within-firm productivity growth distribution. The evidence suggests that the decline in dynamism is reason for ...
Working Paper
Labor productivity: structural change and cyclical dynamics
A longstanding puzzle of empirical economics is that average labor productivity declines during recessions and increases during booms. This paper provides a framework to assess the empirical importance of competing hypotheses for explaining the observed procyclicality. For each competing hypothesis we derive the implications for cyclical productivity conditional on expectations of future demand and supply conditions. The novelty of the paper is that we exploit the tremendous heterogeneity in long-run structural changes across individual plants to identify the short-run sources of procyclical ...
Discussion Paper
Business entry and exit in the COVID-19 pandemic: A preliminary look at official data
The economic effects of the COVID-19 pandemic brought new focus to questions about business entry and survival. The spring of 2020 was characterized by widespread fear of surging business exit (death).
Working Paper
Limited countercyclical policies: an exploratory study
Journal Article
Gross job flows between plants and industries
A remarkable feature of the current U.S. economic expansion has been its ability to shrug off the adverse effects of financial crises and economic slowdowns around the world for nearly two years. Recently, however, foreign-sector developments have triggered a sizable shift in the sectoral composition of U.S. employment. By early 1999, employment growth in the goods-producing sector was still humming along. Historically, substantial shifts in labor demand between sectors have been correlated with the business cycle. But recent developments are unusual and highlight our incomplete ...
Working Paper
Hours and employment implications of search frictions: matching aggregate and establishment-level observations
This paper studies worker and job flows at the establishment and aggregate levels. The paper is built around a set of facts concerning the variability of unemployment and vacancies in the aggregate, the distribution of net employment growth and the comovement of hours and employment growth at the establishment level. A search model with frictions in hiring and firing is used as a framework to understand these observations. Notable features of this search model include non-convex costs of posting vacancies, establishment level profitability shocks and a contracting framework that determines ...