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Working Paper
Turbulent Business Cycles
Dong, Ding; Wang, Pengfei; Liu, Zheng (2025-02-26)
Firm-level evidence suggests that turbulence that reshuffles firms’ productivity rankings rises sharply in recessions. An increase in turbulence reallocates labor and capital from high- to low-productivity firms, reducing aggregate TFP and the stock market value of firms. A real business cycle model with heterogeneous firms and financial frictions can generate the observed macroeconomic and reallocation effects of turbulence. In the model, increased turbulence makes high-productivity firms less likely to remain productive, reducing their expected equity values and tightening their borrowing ...
Working Paper Series , Paper 2021-22

Working Paper
Technological progress, the \"user cost of money,\" and the real output of banks
Basu, Susanto; Wang, J. Christina (2013-12-31)
Financial institutions provide their customers a variety of unpriced services and cover their costs through interest margins - the interest rates they receive on assets are generally higher than the rates they pay on liabilities. In particular, banks pay below-public-market interest rates on deposits while charging above-public-market rates on loans. Various authors have suggested that this situation allows one to measure the real quantity of financial services provided without explicit prices as proportional to the real stocks of financial assets held by households. We present a ...
Working Papers , Paper 13-21

Working Paper
The Economic Effects of Firm-Level Uncertainty: Evidence Using Subjective Expectations
Fiori, Giuseppe; Scoccianti, Filippo (2021-06-28)
This paper uses over two decades of Italian survey data on business managers' expectations to measure subjective firm-level uncertainty and quantify its economic effects. We document that firm-level uncertainty persists for a few years and varies across firms' demographic characteristics. Uncertainty induces long-lasting economic effects over a broad array of real and financial variables. The source of uncertainty matters with firms responding only to downside uncertainty, that is, uncertainty about future adverse outcomes. Economy-wide uncertainty, constructed aggregating firm-level ...
International Finance Discussion Papers , Paper 1320

Working Paper
Tax Heterogeneity and Misallocation
Kaymak, Barış; Schott, Immo (2023-12-19)
Companies face different effective marginal tax rates on their income. This can be detrimental to allocative efficiency unless taxes offset other distortions in the economy. This paper estimates the effect of tax rate heterogeneity on aggregate productivity in distorted economies with multiple frictions. Using firm-level balance-sheet data and estimates of marginal tax rates, we find that tax heterogeneity reduces total factor productivity by about 3 percent. Our findings highlight the positive correlation between marginal tax rates and other distortions to capital and especially labor. This ...
Working Papers , Paper 23-33

Working Paper
The 2009 recovery act: stimulus at the extensive and intensive labor margins
Dupor, Bill; Mehkari, M. Saif (2014-08-11)
This paper studies the effect of government stimulus spending on a novel aspect of the labor market: the differential impact of spending on the total wage bill versus employment. We analyze the 2009 Recovery Act via instrumental variables using a new instrument, the spending done by federal agencies that were not instructed to target funds towards harder hit regions. We find a moderate positive effect on jobs created/saved (i.e., "the extensive margin") and also a significant increase in wage payments to workers whose job status was safe without Recovery Act funds (i.e., "the intensive ...
Working Papers , Paper 2014-23

Journal Article
Industrial production and capacity utilization: the 2004 annual revision
Gilbert, Charles; Bayard, Kimberly (2005-01)
In late 2004, the Board of Governors of the Federal Reserve issued revisions to its index of industrial production (IP) and the related measures of capacity and capacity utilization for the period from January 1972 to November 2004. Overall, the changes to total industrial production were small. ; Measured from the fourth quarter of 2002 to the third quarter of 2004, industrial output is reported to have increased a little less than shown previously. Production expanded more slowly in 2000 than earlier estimates indicated, whereas the contraction in 2001 was a little less steep. The rise in ...
Federal Reserve Bulletin , Volume 91 , Issue Win

Working Paper
The Adoption of Non-Rival Inputs and Firm Scope
Rubinton, Hannah; Jiang, Xian (2024-03)
Custom software is distinct from other types of capital in that it is non-rival---once a firm makes an investment in custom software, it can be used simultaneously across its many establishments. Using confidential US Census data, we document that while firms with more establishments are more likely to invest in custom software, they spend less on it as a share of total capital expenditure. We explain these empirical patterns by developing a model that incorporates the non-rivalry of custom software. In the model, firms choose whether to adopt custom software, the intensity of their ...
Working Papers , Paper 2024-005

Working Paper
The UK Productivity “Puzzle” in an International Comparative Perspective
Fernald, John G.; Inklaar, Robert (2022-03-23)
The UK’s slow productivity growth since 2007 has been referred to as a “puzzle”, as if it were a particularly UK-specific challenge. In this paper, we highlight how the United States and northern Europe experienced very similar slowdowns. The common slowdown in productivity growth was a slowdown in total factor productivity (TFP) growth; we find little evidence that capital deepening was an important independent factor. From a conditional-convergence perspective, most of the UK slowdown follows from the slowdown at the U.S. frontier. From the mid-1980s to 2007, the UK’s relative ...
Working Paper Series , Paper 2022-07

Working Paper
Vanishing procyclicality of productivity?: industry evidence
Wang, J. Christina (2014-12-31)
The robust performance of U.S. labor productivity (LP) early in the recovery from the Great Recession contrasts markedly with the sluggish growth of output, and even more with the lack of recovery in employment. This pattern has renewed interest in understanding why productivity has become much less procyclical in recent decades. This is an important topic because the cyclicality of productivity has implications for how we model business cycles, and our understanding of how they are propagated. The topic also has implications for monetary policy because it affects the trend-cycle ...
Working Papers , Paper 14-15

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