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Compositional Nature of Firm Growth and Aggregate Fluctuations

Author

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  • Vladimir Smirnyagin

Abstract

This paper studies firm dynamics over the business cycle. I present evidence from the United Kingdom that more rapidly growing firms are born in expansions than in recessions. Using administrative records from Census data, I find that this observation also holds for the last four recessions in the United States. I also present suggestive evidence that financial frictions play an important role in determining the types of firms that are born at different stages of the business cycle. I then develop a general equilibrium model in which firms choose their managers� span of control at birth. Firms that choose larger spans of control grow faster and eventually get to be larger, and in this sense have a larger target size. Financial frictions in the form of collateral constraints slow the rate at which firms reach their target size. It takes firms longer to get up to scale when collateral constraints tighten; therefore, businesses with the largest target size are affected disproportionately more. Thus, fewer entrepreneurs find it profitable to choose larger projects when financial conditions deteriorate. Using Bayesian methods, I estimate the model using micro and aggregate data from the United Kingdom. I find that financial shocks account for over 80% of fluctuations in the formation of businesses with a large target size, and TFP and labor wedge shocks account for the remaining 20%. An independently estimated version of the model with no choice over the span of control needs larger aggregate shocks in order to account for the same data series, suggesting that the intensive margin of business formation is important at business cycle frequencies. The model with the choice over the span of control generates an empirically relevant and non-targeted collapse in the right tail of the cumulative growth distribution among firms started in recessions, while the model without such a choice does not. The paper also discusses implications for micro-targeted government stimulus policies.

Suggested Citation

  • Vladimir Smirnyagin, 2020. "Compositional Nature of Firm Growth and Aggregate Fluctuations," Working Papers 20-09, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:20-09
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    as
    1. Sara Moreira, 2016. "Firm Dynamics, Persistent Effects of Entry Conditions, and Business Cycles," 2016 Meeting Papers 708, Society for Economic Dynamics.
    2. Bahaj, Saleem A. & Foulis, Angus & Pinter, Gabor, 2016. "The residential collateral channel," LSE Research Online Documents on Economics 86240, London School of Economics and Political Science, LSE Library.
    3. Patrick J. Kehoe & Virgiliu Midrigan & Elena Pastorino, 2018. "Evolution of Modern Business Cycle Models: Accounting for the Great Recession," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 141-166, Summer.
    4. Alessandro Gavazza & Simon Mongey & Giovanni L. Violante, 2018. "Aggregate Recruiting Intensity," American Economic Review, American Economic Association, vol. 108(8), pages 2088-2127, August.
    5. Marcela Eslava & John C. Haltiwanger & Alvaro Pinzón, 2019. "Job creation in Colombia vs the U.S.: “up or out dynamics” meets “the life cycle of plants”," NBER Working Papers 25550, National Bureau of Economic Research, Inc.
    6. Pablo Ottonello & Thomas Winberry, 2020. "Financial Heterogeneity and the Investment Channel of Monetary Policy," Econometrica, Econometric Society, vol. 88(6), pages 2473-2502, November.
    7. Thomas Chaney & David Sraer & David Thesmar, 2012. "The Collateral Channel: How Real Estate Shocks Affect Corporate Investment," American Economic Review, American Economic Association, vol. 102(6), pages 2381-2409, October.
    8. Steven J. Davis & John Haltiwanger, 2024. "Dynamism Diminished: The Role of Housing Markets and Credit Conditions," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(2), pages 29-61, April.
    9. Stéphane Bonhomme & Elena Manresa, 2015. "Grouped Patterns of Heterogeneity in Panel Data," Econometrica, Econometric Society, vol. 83(3), pages 1147-1184, May.
    10. Evans, David S & Jovanovic, Boyan, 1989. "An Estimated Model of Entrepreneurial Choice under Liquidity Constraints," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 808-827, August.
    11. Gian Luca Clementi & Berardino Palazzo, 2016. "Entry, Exit, Firm Dynamics, and Aggregate Fluctuations," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(3), pages 1-41, July.
    12. Zetlin-Jones, Ariel & Shourideh, Ali, 2017. "External financing and the role of financial frictions over the business cycle: Measurement and theory," Journal of Monetary Economics, Elsevier, vol. 92(C), pages 1-15.
    13. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    14. Julia K. Thomas & Aubhik Khan, 2011. "Default Risk and Aggregate Fluctuations in an Economy with Production Heterogeneity," 2011 Meeting Papers 1333, Society for Economic Dynamics.
    15. Aubhik Khan & Julia K. Thomas, 2008. "Idiosyncratic Shocks and the Role of Nonconvexities in Plant and Aggregate Investment Dynamics," Econometrica, Econometric Society, vol. 76(2), pages 395-436, March.
    16. Petr Sedláček & Vincent Sterk, 2017. "The Growth Potential of Startups over the Business Cycle," American Economic Review, American Economic Association, vol. 107(10), pages 3182-3210, October.
    17. Reiter, Michael, 2009. "Solving heterogeneous-agent models by projection and perturbation," Journal of Economic Dynamics and Control, Elsevier, vol. 33(3), pages 649-665, March.
    18. Ouyang, Min, 2009. "The scarring effect of recessions," Journal of Monetary Economics, Elsevier, vol. 56(2), pages 184-199, March.
    19. Erik Hurst & Annamaria Lusardi, 2004. "Liquidity Constraints, Household Wealth, and Entrepreneurship," Journal of Political Economy, University of Chicago Press, vol. 112(2), pages 319-347, April.
    20. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    21. Lee, Yoonsoo & Mukoyama, Toshihiko, 2015. "Entry and exit of manufacturing plants over the business cycle," European Economic Review, Elsevier, vol. 77(C), pages 20-27.
    22. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2007. "Business Cycle Accounting," Econometrica, Econometric Society, vol. 75(3), pages 781-836, May.
    23. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
    24. Per Krusell & Anthony A. Smith & Jr., 1998. "Income and Wealth Heterogeneity in the Macroeconomy," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 867-896, October.
    25. Emin Dinlersoz & Sebnem Kalemli-Ozcan & Henry Hyatt & Veronika Penciakova, 2018. "Leverage over the Firm Life-Cycle, Firm Growth, and Aggregate Fluctuations," NBER Working Papers 25226, National Bureau of Economic Research, Inc.
    26. Young, Eric R., 2010. "Solving the incomplete markets model with aggregate uncertainty using the Krusell-Smith algorithm and non-stochastic simulations," Journal of Economic Dynamics and Control, Elsevier, vol. 34(1), pages 36-41, January.
    27. repec:hal:spmain:info:hdl:2441/59cr4u3mmr9pobrceptvua5g8c is not listed on IDEAS
    28. Giuseppe Moscarini & Fabien Postel-Vinay, 2012. "The Contribution of Large and Small Employers to Job Creation in Times of High and Low Unemployment," American Economic Review, American Economic Association, vol. 102(6), pages 2509-2539, October.
    29. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    30. Christoph Albert & Andrea Caggese, 2021. "Cyclical Fluctuations, Financial Shocks, and the Entry of Fast-Growing Entrepreneurial Startups [Young, restless and creative: Openness to disruption and creative innovations]," The Review of Financial Studies, Society for Financial Studies, vol. 34(5), pages 2508-2548.
    31. Saleem Bahaj & Angus Foulis & Gabor Pinter, 2020. "Home Values and Firm Behavior," American Economic Review, American Economic Association, vol. 110(7), pages 2225-2270, July.
    32. Kalemli-Özcan, Sebnem, 2018. "Leverage over the Life Cycle and Implications for Firm Growth and Shock Responsiveness," CEPR Discussion Papers 13337, C.E.P.R. Discussion Papers.
    33. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    34. Alicia M. Robb & David T. Robinson, 2014. "The Capital Structure Decisions of New Firms," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 153-179, January.
    35. Sims, Christopher A, 2002. "Solving Linear Rational Expectations Models," Computational Economics, Springer;Society for Computational Economics, vol. 20(1-2), pages 1-20, October.
    36. John Haltiwanger & Erik Hurst & Javier Miranda & Antoinette Schoar, 2017. "Measuring Entrepreneurial Businesses: Current Knowledge and Challenges," NBER Books, National Bureau of Economic Research, Inc, number halt14-1.
    37. Ryan Decker & John Haltiwanger & Ron Jarmin & Javier Miranda, 2014. "The Role of Entrepreneurship in US Job Creation and Economic Dynamism," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 3-24, Summer.
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    1. Two papers on the productivity slowdown
      by Christian Zimmermann in NEP-DGE blog on 2020-02-06 19:58:47

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    More about this item

    Keywords

    Business cycles; firm dynamics;

    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies

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