“The Cyclicality of Productivity Dispersion”
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Using plant-level data, I show that the dispersion of total factor productivity in U.S. durable manufacturing is greater in recessions than in booms. This cyclical property of productivity dispersion is much less pronounced in non-durable manufacturing. In durables, this phenomenon primarily reflects a relatively higher share of unproductive firms in a recession. In order to interpret these findings, I construct a business cycle model where production in durables requires a fixed input. In a boom, when the market price of this fixed input is high, only more productive firms enter and only more productive incumbents survive, which results in a more compressed productivity distribution. The resulting higher average productivity in durables endogenously translates into a lower average relative price of durables. Additionally, my model is consistent with the following business cycle facts: procyclical entry, procyclical aggregate total factor productivity, more procyclicality in durable than non-durable output, procyclical employment and countercyclicality in the relative price of durables and the cross section of stock returns.
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The dispersion in TFPR is increasing, especially in the upper tail, where TFPR captures both markups and cost-side heterogeneity.
“He studies the cyclicality of productivity and finds that the dispersion in TFPR is increasing, especially in the upper tail, where TFPR captures both markups and cost-side heterogeneity.”
From The rise of market power and the macroeconomic implications (2020) · cites this paper as Kehrig (2011)
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Bloom, N., Floetotto, M., Jaimovich, N., Saporta‐Eksten, I., & Terry, S. (2012) · National Bureau of Economic Research · doi:10.3386/w18245 · Cited by 613 · see citing works
Martín, A., & Ventura, J. (2012) · American Economic Review · doi:10.1257/aer.102.6.3033 · Cited by 394 · see citing works
Dynamic Inputs and Resource (Mis)Allocation
Asker, J. W., Collard‐Wexler, A., & Loecker, J. D. (2014) · Journal of Political Economy · doi:10.1086/677072 · Cited by 373 · see citing works
Does Uncertainty Reduce Growth? Using Disasters as Natural Experiments
Baker, S., & Bloom, N. (2013) · National Bureau of Economic Research · doi:10.3386/w19475 · Cited by 356 · see citing works
‘Wait-and-See’ business cycles?
Bachmann, R., & Bayer, C. (2013) · Journal of Monetary Economics · doi:10.1016/j.jmoneco.2013.05.005 · Cited by 311 · see citing works
Labor-Force Heterogeneity and Asset Prices: The Importance of Skilled Labor
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The Micro-Level Anatomy of the Labor Share Decline*
Vincent, N., Goetz, C., Barlevy, G., Bloom, N., Caunedo, J., Cochrane, J., Collard-Wexler, A., Davis, S., Hopenhayn, H. A., Hsieh, C.-T., et al. (2021) · The Quarterly Journal of Economics · doi:10.1093/qje/qjab002 · Cited by 59 · see citing works
Self-citationInvestment Dispersion and the Business Cycle
Bachmann, R., & Bayer, C. (2014) · American Economic Review · doi:10.1257/aer.104.4.1392 · Cited by 187 · see citing works
Fajgelbaum, P., Schaal, E., & Taschereau-Dumouchel, M. (2017) · The Quarterly Journal of Economics · doi:10.1093/qje/qjx021 · Cited by 176 · see citing works
Aggregate Implications of a Credit Crunch: The Importance of Heterogeneity
Buera, F., & Moll, B. (2015) · American Economic Journal Macroeconomics · doi:10.1257/mac.20130212 · Cited by 138 · see citing works
Large Firm Dynamics and the Business CyclePreprint
Carvalho, V. M., & Grassi, B. (2019) · RePEc: Research Papers in Economics · doi:10.17863/cam.35071 · Cited by 132 · see citing works
Short and Long Run Uncertainty
Barrero, J. M., Bloom, N., & Wright, I. J. (2017) · National Bureau of Economic Research · doi:10.3386/w23676 · Cited by 129 · see citing works
Credit Frictions and The Cleansing Effect of Recessions
Osotimehin, S., & Pappadà, F. (2015) · The Economic Journal · doi:10.1111/ecoj.12319 · Cited by 83 · see citing works
Using Disasters to Estimate the Impact of Uncertainty
Baker, S., Bloom, N., & Terry, S. (2020) · National Bureau of Economic Research · doi:10.3386/w27167 · Cited by 76 · see citing works
The Supply-Side Effects of Monetary Policy
Baqaee, D., Farhi, E., & Sangani, K. (2023) · Journal of Political Economy · doi:10.1086/727287 · Cited by 70 · see citing works
Petrosky-Nadeau, N. (2012) · Journal of Economic Theory · doi:10.1016/j.jet.2012.09.019 · Cited by 65 · see citing works
Financial frictions on capital allocation: A transmission mechanism of TFP fluctuations
Chen, K., & Song, Z. M. (2013) · Journal of Monetary Economics · doi:10.1016/j.jmoneco.2013.06.001 · Cited by 61 · see citing works
Capital Resalability, Productivity Dispersion, and Market Structure
Balasubramanian, N., & Sivadasan, J. (2009) · The Review of Economics and Statistics · doi:10.1162/rest.91.3.547 · Cited by 57 · see citing works
Fluctuations in UncertaintyPreprint
Bloom, N. (2014) · SSRN Electronic Journal · doi:10.2139/ssrn.2423515 · Cited by 54 · see citing works
Innovation, Productivity Dispersion, and Productivity Growth
Foster, L., Grim, C., Haltiwanger, J., & Wolf, Z. (2018) · National Bureau of Economic Research · doi:10.3386/w24420 · Cited by 53 · see citing works
Market Exposure and Endogenous Firm Volatility over the Business Cycle
Decker, R. A., D'Erasmo, P. N., & Boedo, H. J. M. (2015) · American Economic Journal Macroeconomics · doi:10.1257/mac.20130011 · Cited by 52 · see citing works
Bloom, N. (2013) · National Bureau of Economic Research · doi:10.3386/w19714 · Cited by 52 · see citing works
Leverage Restrictions in a Business Cycle Model
Christiano, L. J., & Ikeda, D. (2013) · National Bureau of Economic Research · doi:10.3386/w18688 · Cited by 50 · see citing works
The Labor Market Channel of Macroeconomic UncertaintyPreprint
Guglielminetti, E. (2016) · SSRN Electronic Journal · doi:10.2139/ssrn.2859466 · Cited by 50 · see citing works
Kehrig, M., & Nicolas Vincent, Z. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.2943059 · Cited by 49 · see citing works
Self-citationEndogenous product turnover and macroeconomic dynamics
Hamano, M., & Zanetti, F. (2017) · Review of Economic Dynamics · doi:10.1016/j.red.2017.06.003 · Cited by 45 · see citing works
Christiano, L. J., Motto, R., & Rostagno, M. V. (2013) · National Bureau of Economic Research · doi:10.3386/w18682 · Cited by 44 · see citing works
Surprise, surprise – Measuring firm-level investment innovations
Bachmann, R., Elstner, S., & Hristov, A. (2017) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2017.07.009 · Cited by 41 · see citing works
The uncertainty multiplier and business cycles
Saijo, H. (2017) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2017.02.008 · Cited by 35 · see citing works
Quantifying uncertainty and identifying its impacts on the Turkish economy
Şahinöz, S., & Coşar, E. E. (2018) · Empirica · doi:10.1007/s10663-018-9424-8 · Cited by 34 · see citing works
Endogenous information acquisition and countercyclical uncertainty
Benhabib, J., Liu, X., & Pengfei Wang, Z. (2016) · Journal of Economic Theory · doi:10.1016/j.jet.2016.07.007 · Cited by 33 · see citing works
The Supply-Side Effects of Monetary Policy
Baqaee, D., Farhi, E., & Sangani, K. (2021) · National Bureau of Economic Research · doi:10.3386/w28345 · Cited by 32 · see citing works
Slow to Hire, Quick to Fire: Employment Dynamics with Asymmetric Responses to News
Ilut, C., Kehrig, M., & Schneider, M. (2014) · National Bureau of Economic Research · doi:10.3386/w20473 · Cited by 31 · see citing works
Self-citationFajgelbaum, P., Schaal, E., & Taschereau-Dumouchel, M. (2014) · National Bureau of Economic Research · doi:10.3386/w19973 · Cited by 31 · see citing works
Returns to Scale, Productivity, Measurement, and Trends in U.S. Manufacturing Misallocation
Ruzic, D., & Ho, S.-J. (2021) · The Review of Economics and Statistics · doi:10.1162/rest_a_01121 · Cited by 24 · see citing works
Capital misallocation: Cyclicality and sources
Alam, M. J. (2020) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2020.103831 · Cited by 23 · see citing works
Misallocation and Productivity during the Great Depression
Ziebarth, N. L. (2012) · Cited by 22 · see citing works
Fluctuations in UncertaintyPreprint
Bloom, N. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2363082 · Cited by 21 · see citing works
Business cycle implications of capacity constraints under demand shocks
Kuhn, F., & George, C. (2019) · Review of Economic Dynamics · doi:10.1016/j.red.2019.01.001 · Cited by 20 · see citing works
A new look at uncertainty shocks: Imperfect information and misallocationPreprint
Senga, T. (2014) · RePEc: Research Papers in Economics · Cited by 19 · see citing works
Bloom, N. (2016) · Voprosy Ekonomiki · doi:10.32609/0042-8736-2016-4-30-55 · Cited by 18 · see citing works
Market Exposure and Endogenous Firm Volatility over the Business Cycle
Decker, R. A., D'Erasmo, P. N., & Boedo, H. J. M. (2014) · Working paper · doi:10.21799/frbp.wp.2014.12 · Cited by 18 · see citing works
Dispersion in Dispersion: Measuring Establishment‐Level Differences in Productivity
Cunningham, C., Foster, L., Grim, C., Haltiwanger, J., Pabilonia, S. W., Stewart, J., & Wolf, Z. (2022) · Review of Income and Wealth · doi:10.1111/roiw.12616 · Cited by 17 · see citing works
Productivity and credibility in industry equilibrium
Powell, M. (2019) · The RAND Journal of Economics · doi:10.1111/1756-2171.12264 · Cited by 16 · see citing works
Cyclical Changes in Firm Volatility
Veirman, E. D., & Levin, A. (2018) · Journal of money credit and banking · doi:10.1111/jmcb.12462 · Cited by 16 · see citing works
Central Bank Policy and the concentration of risk: Empirical estimates
Coimbra, N., Kim, D., & Rey, H. (2021) · Journal of Monetary Economics · doi:10.1016/j.jmoneco.2021.08.002 · Cited by 15 · see citing works
Lending terms and aggregate productivity
Figueroa, N., & Leukhina, O. (2015) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2015.07.001 · Cited by 15 · see citing works
Do Firms Mitigate or Magnify Capital Misallocation? Evidence from Plant-Level DataPreprint
Kehrig, M., & Nicolas Vincent, Z. (2016) · SSRN Electronic Journal · doi:10.2139/ssrn.2731594 · Cited by 14 · see citing works
Self-citationRiskiness, endogenous productivity dispersion and business cycles
Tian, C. (2015) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2015.05.015 · Cited by 13 · see citing works
A search-based neoclassical model of capital reallocation
Dong, F., Pengfei Wang, Z., & Wen, Y. (2020) · European Economic Review · doi:10.1016/j.euroecorev.2020.103515 · Cited by 13 · see citing works
Riskiness Choice and Endogenous Productivity Dispersion Over the Business CyclePreprint
Tian, C. (2012) · SSRN Electronic Journal · doi:10.2139/ssrn.2081834 · Cited by 12 · see citing works
Gao, W., & Kehrig, M. (2016) · SSRN Electronic Journal · doi:10.2139/ssrn.2731596 · Cited by 16 · see citing works
Self-citationMeasuring Productivity DispersionPreprint
Bartelsman, E. J., & Wolf, Z. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.2937573 · Cited by 12 · see citing works
The Determinants of Plant Survival in the U.S. Radio Equipment Industry During the Great Depression
Scott, P. M., & Ziebarth, N. R. (2015) · The Journal of Economic History · doi:10.1017/s0022050715001503 · Cited by 11 · see citing works
Productivity dispersion and output fluctuations: An evolutionary model
Chakrabarti, A. S., & Lahkar, R. (2017) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2017.03.025 · Cited by 11 · see citing works
The long-run effects of monetary policy: The role of R&D investment in economic growth
Alam, M. J., & Alvi, E. (2024) · Economic Modelling · doi:10.1016/j.econmod.2024.106756 · Cited by 10 · see citing works
Liquidity Premia, Price-Rent Dynamics, and Business CyclesPreprint
Miao, J., Pengfei Wang, Z., & Zha, T. A. (2014) · SSRN Electronic Journal · doi:10.2139/ssrn.2580439 · Cited by 10 · see citing works
Evaluating the Impact of Manufacturing Extension Services on Establishment Performance
Lipscomb, C. A., Youtie, J., Philip Shapira, A., Arora, S. K., & Krause, A. (2017) · Economic Development Quarterly · doi:10.1177/0891242417744050 · Cited by 9 · see citing works
Cyclical Changes in Firm VolatilityPreprint
Veirman, E. D., & Levin, A. (2014) · SSRN Electronic Journal · doi:10.2139/ssrn.2376794 · Cited by 9 · see citing works
Plant-level nonconvex output adjustment and aggregate fluctuations
Šustek, R. (2011) · Journal of Monetary Economics · doi:10.1016/j.jmoneco.2011.08.001 · Cited by 8 · see citing works
The Reallocation MythPreprint
Hsieh, C., & Klenow, P. J. (2018) · RePEc: Research Papers in Economics · Cited by 8 · see citing works
Balcılar, M., & Özdemir, Z. A. (2019) · Empirica · doi:10.1007/s10663-019-09445-6 · Cited by 7 · see citing works
Endogenous second moments: A unified approach to fluctuations in risk, dispersion, and uncertainty
Straub, L., & Ulbricht, R. (2019) · Journal of Economic Theory · doi:10.1016/j.jet.2019.07.007 · Cited by 6 · see citing works
Complete Pass-Through in Levels
Sangani, K. (2026) · The Quarterly Journal of Economics · doi:10.1093/qje/qjag014 · Cited by 5 · see citing works
Is corruption efficiency-enhancing? A case study of the Central and Eastern European region
Giordano, C., & López-García, P. (2018) · The European journal of comparative economics · doi:10.25428/1824-2979/201801-119-164 · Cited by 5 · see citing works
Carbon policies and productivity uncertainty: An intertemporal analysis
Chan, Y. T. (2020) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2020.120165 · Cited by 4 · see citing works
Financial Frictions and Investment Dynamics in Multi-Plant FirmsPreprint
Kehrig, M., & Nicolas Vincent, Z. (2014) · SSRN Electronic Journal · doi:10.2139/ssrn.2377493 · Cited by 4 · see citing works
Self-citationAdverse Selection, Lemons Shocks and Business CyclesPreprint
Ikeda, D. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1907741 · Cited by 3 · see citing works
Heterogeneous productivity shocks, elasticity of substitution and aggregate fluctuations
Moro, A., & Stucchi, R. (2015) · Journal of Macroeconomics · doi:10.1016/j.jmacro.2015.03.006 · Cited by 2 · see citing works
Technology Choice and Endogenous Productivity Dispersion over the Business Cycles
Tian, C. (2011) · Munich Personal RePEc Archive (Ludwig Maximilian University of Munich) · Cited by 2 · see citing works
Slow to Hire, Quick to Fire: Employment Dynamics with Asymmetric Responses to NewsPreprint
Ilut, C., Kehrig, M., & Schneider, M. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2304442 · Cited by 2 · see citing works
Self-citationMedium-frequency cycles and the remarkable near trend-stationarity of outputPreprint
Holden, T. (2012) · RePEc: Research Papers in Economics · Cited by 2 · see citing works
Liquidity Premia, Price-Rent Dynamics, and Business CyclesPreprint
Miao, J., Pengfei Wang, Z., & Zha, T. A. (2014) · RePEc: Research Papers in Economics · Cited by 2 · see citing works
Essays on Financial and Labor Markets with Frictions
Dong, F. (2014) · PubMed · doi:10.7936/k74m92m0 · Cited by 1 · see citing works
Weng, T., Vukina, T., & Zheng, X. (2014) · Applied Economic Perspectives and Policy · doi:10.1093/aepp/ppu024 · Cited by 1 · see citing works
Accounting for Productivity Dispersion over the Business Cycle
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Faraway, so close! International transmission in the medium-term cycle of advanced economies
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Measuring productivity dynamics in Japan: a quantile approach
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Convergence and Capital Flows in Europe: The Role of Financial Intermediation and Investor Quality
Lecat, R., & de Franclieu, D. P. (2024) · De Economist · doi:10.1007/s10645-024-09434-6 · Cited by 1 · see citing works
Adverse Selection, Uncertainty Shocks and Business Cycles ∗
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Credit Market Frictions and the Linkage between Micro and Macro UncertaintyPreprint
Li, J. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.3472327 · Cited by 1 · see citing works
Information Acquisition and Price Setting under Uncertainty: New Survey EvidencePreprint
Chen, F., Senga, T., Sun, C., & Zhang, H. (2020) · RePEc: Research Papers in Economics · Cited by 1 · see citing works
Nonprofits in Good Times and Bad Times
Exley, C. L., Lehr, N. H., & Terry, S. (2022) · National Bureau of Economic Research · doi:10.3386/w29630 · Cited by 1 · see citing works
Essays on Firm Dynamics and Macroeconomics
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Essays on dynamic macroeconomics
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Uncertainty, expectations, and the business cycle
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Firm heterogeneity and the macroeconomy
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Capital Misallocation and Unemployment∗
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Unemployment and Capital Misallocation ∗ Job Market Paper
Dong, F. (2013)
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Capital Heterogeneity, Volatility Shock, and the Value PremiumPreprint
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Signalling, Productivity Shocks and InvestmentPreprint
Dosis, A. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.2833225
TFPR: Dispersion and Cyclicality
Cooper, R., & Öztürk, Ö. (2020) · American Economic Journal Macroeconomics · doi:10.1257/mac.20220264
Financial Frictions and Investment Dynamics in Multi-Plant FirmsPreprint
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Self-citation
- Authors
- Kehrig, M.
- Affiliations
- National Bureau of Economic Research (US)
- Corresponding author
- Kehrig, Matthias
- Venue
- SSRN Electronic Journal
- Publisher
- Elsevier BV
- Published
- 2011
- ISSN
- 1556-5068 (ISSN-L)
- OpenAlex
- W1489120832
- Cited by
- 107
- References
- 110
- Citations by year
- 2026: 3 · 2024: 2 · 2023: 1 · 2022: 3 · 2021: 7 · 2020: 7 · 2019: 6 · 2018: 6 · 2017: 13 · 2016: 8 · 2015: 9 · 2014: 18 · 2013: 11 · 2012: 8
- Type
- posted content
- Language
- en
- Open access
- green
- doi.org
- Locations
- SSRN Electronic Journal (publishedVersion)
- SSRN Electronic Journal (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- 2011 Meeting Papers (submittedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Monetary Policy and Economic Impact
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic Growth and Productivity
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Economic Theory and Policy
- Keywords
- productivity dispersion, business cycles, durable goods manufacturing, economic recession, fixed inputs, firm entry, business survival, business cycle model, total factor productivity
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