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The determinants of aggregate fluctuations: The role of firm‐borrowing channels

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  • Nicholas Apergis
  • Sayantan Ghosh Dastidar

Abstract

The paper examines the empirical relationship between firm‐borrowing channels and aggregate fluctuations for the 100 largest US firms over 2000–2018. The motivation for this study originates from the general consensus in macroeconomics that microeconomic shocks to firms cannot generate significant aggregate fluctuations. The analysis extends Gabaix's 2011 baseline model by incorporating measures for “bank shocks” at the firm‐level. In addition to supporting the granular hypothesis, the econometric results indicate that bank shocks have a weak impact on GDP fluctuations, whereas non‐bank loans exert a strong impact on the same. The above findings survive certain robustness checks associated with the presence of oil and monetary shocks, as well as with the firms’ location factor.

Suggested Citation

  • Nicholas Apergis & Sayantan Ghosh Dastidar, 2022. "The determinants of aggregate fluctuations: The role of firm‐borrowing channels," Manchester School, University of Manchester, vol. 90(1), pages 20-34, January.
    • Handle: RePEc:bla:manchs:v:90:y:2022:i:1:p:20-34
    DOI: 10.1111/manc.12385
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    References listed on IDEAS

    as
    1. Patrick Bolton & Xavier Freixas, 2006. "Corporate Finance and the Monetary Transmission Mechanism," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 829-870.
    2. Vasco Carvalho, 2007. "Aggregate fluctuations and the network structure of intersectoral trade," Economics Working Papers 1206, Department of Economics and Business, Universitat Pompeu Fabra, revised Oct 2010.
    3. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    4. Giovanni Dosi & Mauro Napoletano & Andrea Roventini & Tania Treibich, 2019. "Debunking the granular origins of aggregate fluctuations: from real business cycles back to Keynes," Journal of Evolutionary Economics, Springer, vol. 29(1), pages 67-90, March.
    5. Vasco Carvalho & Xavier Gabaix, 2013. "The Great Diversification and Its Undoing," American Economic Review, American Economic Association, vol. 103(5), pages 1697-1727, August.
    6. Head, Keith & Mayer, Thierry, 2006. "Regional wage and employment responses to market potential in the EU," Regional Science and Urban Economics, Elsevier, vol. 36(5), pages 573-594, September.
    7. Ashcraft, Adam B. & Campello, Murillo, 2007. "Firm balance sheets and monetary policy transmission," Journal of Monetary Economics, Elsevier, vol. 54(6), pages 1515-1528, September.
    8. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    9. Boyan Jovanovic, 1987. "Micro Shocks and Aggregate Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(2), pages 395-409.
    10. Luca Gambetti & Alberto Musso, 2017. "Loan Supply Shocks and the Business Cycle," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(4), pages 764-782, June.
    11. Atif Mian & Amir Sufi & Emil Verner, 2017. "Household Debt and Business Cycles Worldwide," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1755-1817.
    12. Hamilton, James D., 2003. "What is an oil shock?," Journal of Econometrics, Elsevier, vol. 113(2), pages 363-398, April.
    13. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    14. Mary Amiti & David E. Weinstein, 2018. "How Much Do Idiosyncratic Bank Shocks Affect Investment? Evidence from Matched Bank-Firm Loan Data," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 525-587.
    15. Olivier De Jonghe & Hans Dewachter & Klaas Mulier & Steven Ongena & Glenn Schepens, 2020. "Some Borrowers Are More Equal than Others: Bank Funding Shocks and Credit Reallocation [A theory of systemic risk and design of prudential bank regulation]," Review of Finance, European Finance Association, vol. 24(1), pages 1-43.
    16. Xavier Giroud & Holger M. Mueller, 2018. "Firm Leverage and Regional Business Cycles," NBER Working Papers 25325, National Bureau of Economic Research, Inc.
    17. Solomon, Bernard Daniel, 2010. "Firm leverage, household leverage and the business cycle," MPRA Paper 26504, University Library of Munich, Germany.
    18. Mihir A. Desai & C. Fritz Foley & Kristin J. Forbes, 2008. "Financial Constraints and Growth: Multinational and Local Firm Responses to Currency Depreciations," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2857-2888, November.
    19. Julian di Giovanni & Andrei A. Levchenko, 2012. "Country Size, International Trade, and Aggregate Fluctuations in Granular Economies," Journal of Political Economy, University of Chicago Press, vol. 120(6), pages 1083-1132.
    20. Costas Azariadis, 2018. "Credit Cycles and Business Cycles," Review, Federal Reserve Bank of St. Louis, vol. 100(1).
    21. Zhang, Longmei, 2009. "Bank capital regulation, the lending channel and business cycles," Discussion Paper Series 1: Economic Studies 2009,33, Deutsche Bundesbank.
    22. Timothy G. Conley & Bill Dupor, 2003. "A Spatial Analysis of Sectoral Complementarity," Journal of Political Economy, University of Chicago Press, vol. 111(2), pages 311-352, April.
    23. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    24. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    25. Mueller, Holger & Giroud, Xavier, 2018. "Firm Leverage and Regional Business Cycles," CEPR Discussion Papers 13355, C.E.P.R. Discussion Papers.
    26. Stella, Andrea, 2015. "Firm dynamics and the origins of aggregate fluctuations," Journal of Economic Dynamics and Control, Elsevier, vol. 55(C), pages 71-88.
    27. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," Temi di discussione (Economic working papers) 1168, Bank of Italy, Economic Research and International Relations Area.
    28. J.Peter Neary, 2001. "Of Hype and Hyperbolas: Introducing the New Economic Geography," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 536-561, June.
    29. Mr. Christian H Ebeke & Kodjovi M. Eklou, 2017. "The Granular Origins of Macroeconomic Fluctuations in Europe," IMF Working Papers 2017/229, International Monetary Fund.
    30. Urban Jermann & Vincenzo Quadrini, 2012. "Erratum: Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(2), pages 1186-1186, April.
    31. Skander J. van den Heuvel, 2002. "Does bank capital matter for monetary transmission?," Economic Policy Review, Federal Reserve Bank of New York, vol. 8(May), pages 259-265.
    32. Horvath, Michael, 2000. "Sectoral shocks and aggregate fluctuations," Journal of Monetary Economics, Elsevier, vol. 45(1), pages 69-106, February.
    33. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    34. repec:hal:spmain:info:hdl:2441/1p3k1810c89k3b4gg6n2nuc0m4 is not listed on IDEAS
    35. Long, John B, Jr & Plosser, Charles I, 1983. "Real Business Cycles," Journal of Political Economy, University of Chicago Press, vol. 91(1), pages 39-69, February.
    36. Mary Amiti & David E. Weinstein, 2013. "How much do bank shocks affect investment? Evidence from matched bank-firm loan data," Staff Reports 604, Federal Reserve Bank of New York.
    37. Giovanni Dosi & Mauro Napoletano & Andrea Roventini & Tania Treibich, 2019. "Debunking the granular origins of aggregate fluctuations: from real business cycles back to Keynes," Post-Print halshs-03505824, HAL.
    38. Francesco Franco & Thomas Philippon, 2007. "Firms and Aggregate Dynamics," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 587-600, November.
    39. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," BIS Working Papers 711, Bank for International Settlements.
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