IDEAS home Printed from https://ideas.repec.org/a/eee/dyncon/v168y2024ics0165188924001386.html
   My bibliography  Save this article

Firm financing and the relative demand for labor and capital

Author

Listed:
  • ElFayoumi, Khalid

Abstract

Using more than one million firm-year observations of small and medium European firms between 2003 and 2019, this paper introduces new stylized facts on how firms' relative demand for labor and capital evolved as their capital structure adjusted to the events of the 2008 crisis. It also provides micro-level evidence that firms substitute capital for labor when financing costs rise. The empirical evidence lends support to the hypothesis that substitution is driven by an incentive to raise holdings of collateralizable capital. Identification of exogenous variations in firm financing costs relies on the heterogeneous effects of ECB monetary policy surprises on financing costs across the firm distribution.

Suggested Citation

  • ElFayoumi, Khalid, 2024. "Firm financing and the relative demand for labor and capital," Journal of Economic Dynamics and Control, Elsevier, vol. 168(C).
    • Handle: RePEc:eee:dyncon:v:168:y:2024:i:c:s0165188924001386
    DOI: 10.1016/j.jedc.2024.104946
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165188924001386
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jedc.2024.104946?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Altavilla, Carlo & Brugnolini, Luca & Gürkaynak, Refet S. & Motto, Roberto & Ragusa, Giuseppe, 2019. "Measuring euro area monetary policy," Journal of Monetary Economics, Elsevier, vol. 108(C), pages 162-179.
    2. Francisco Covas & Wouter J. Den Haan, 2012. "The Role of Debt and Equity Finance Over the Business Cycle," Economic Journal, Royal Economic Society, vol. 122(565), pages 1262-1286, December.
    3. Claudio Michelacci & Vincenzo Quadrini, 2005. "Borrowing from Employees: Wage Dynamics with Financial Constraints," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 360-369, 04/05.
    4. Kilian Huber, 2018. "Disentangling the Effects of a Banking Crisis: Evidence from German Firms and Counties," American Economic Review, American Economic Association, vol. 108(3), pages 868-898, March.
    5. Vincenzo Quadrini, 2011. "Financial frictions in macroeconomic fluctations," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 97(3Q), pages 209-254.
    6. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    7. Doerr, Sebastian & Raissi, Mehdi & Weber, Anke, 2018. "Credit-supply shocks and firm productivity in Italy," Journal of International Money and Finance, Elsevier, vol. 87(C), pages 155-171.
    8. Emi Nakamura & Jón Steinsson, 2018. "High-Frequency Identification of Monetary Non-Neutrality: The Information Effect," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1283-1330.
    9. 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.
    10. Marek Jarociński & Peter Karadi, 2020. "Deconstructing Monetary Policy Surprises—The Role of Information Shocks," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(2), pages 1-43, April.
    11. König, Tobias, 2024. "The financial accelerator, wages, and optimal monetary policy," Journal of International Money and Finance, Elsevier, vol. 148(C).
    12. Federico Cingano & Francesco Manaresi & Enrico Sette, 2016. "Does Credit Crunch Investment Down? New Evidence on the Real Effects of the Bank-Lending Channel," The Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2737-2773.
    13. Lutz Kilian, 2009. "Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market," American Economic Review, American Economic Association, vol. 99(3), pages 1053-1069, June.
    14. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    15. repec:fip:fedreq:y:2011:i:3q:p:209-254:n:vol.97no.3 is not listed on IDEAS
    16. Romain Duval & Gee Hee Hong & Yannick Timmer & Philip Strahan, 2020. "Financial Frictions and the Great Productivity Slowdown," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 475-503.
    17. Silvia Miranda-Agrippino & Giovanni Ricco, 2021. "The Transmission of Monetary Policy Shocks," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(3), pages 74-107, July.
    18. Nicolas Petrosky-Nadeau, 2014. "Credit, Vacancies and Unemployment Fluctuations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(2), pages 191-205, April.
    19. Pablo Ottonello & Thomas Winberry, 2020. "Financial Heterogeneity and the Investment Channel of Monetary Policy," Econometrica, Econometric Society, vol. 88(6), pages 2473-2502, November.
    20. Swanson, Eric T., 2021. "Measuring the effects of federal reserve forward guidance and asset purchases on financial markets," Journal of Monetary Economics, Elsevier, vol. 118(C), pages 32-53.
    21. Townsend, Robert M., 1979. "Optimal contracts and competitive markets with costly state verification," Journal of Economic Theory, Elsevier, vol. 21(2), pages 265-293, October.
    22. Guillermo A. Calvo & Fabrizio Coricelli & Pablo Ottonello, 2012. "Labor Market, Financial Crises and Inflation: Jobless and Wageless Recoveries," NBER Working Papers 18480, National Bureau of Economic Research, Inc.
    23. Urban Jermann & Vincenzo Quadrini, 2012. "Erratum: Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(2), pages 1186-1186, April.
    24. Gabriel Chodorow-Reich, 2014. "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-9 Financial Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 1-59.
    25. Calvo, Guillermo & Coricelli, Fabrizio & Ottonello, Pablo, 2012. "The Labor Market Consequences of Financial Crises With or Without Inflation: Jobless and Wageless Recoveries," CEPR Discussion Papers 9218, C.E.P.R. Discussion Papers.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Khalid ElFayoumi, 2020. "Firm Financing and the Relative Demand for Labor and Capital," Discussion Papers of DIW Berlin 1908, DIW Berlin, German Institute for Economic Research.
    2. Gareth Anderson & Ambrogio Cesa-Bianchi, 2020. "Crossing the Credit Channel: Credit Spreads and Firm Heterogeneity," Discussion Papers 2005, Centre for Macroeconomics (CFM).
    3. Borsi, Mihály Tamás, 2018. "Credit contractions and unemployment," International Review of Economics & Finance, Elsevier, vol. 58(C), pages 573-593.
    4. Ozan Güler & Mike Mariathasan & Klaas Mulier & Nejat G. Okatan, 2021. "The real effects of banks' corporate credit supply: A literature review," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1252-1285, July.
    5. Lenzu, Simone & Manaresi, Francesco, 2018. "Do Marginal Products Differ from User Costs? Micro-Level Evidence from Italian Firms," Working Papers 276, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    6. Villacorta, Alonso, 2018. "Business cycles and the balance sheets of the financial and non-financial sectors," ESRB Working Paper Series 68, European Systemic Risk Board.
    7. Pablo Ottonello & Wenting Song, 2022. "Financial Intermediaries and the Macroeconomy: Evidence from a High-Frequency Identification," Staff Working Papers 22-24, Bank of Canada.
    8. Frederic Boissay & Fabrice Collard & Cristina Manea & Adam Shapiro, 2023. "Monetary tightening, inflation drivers and financial stress," BIS Working Papers 1155, Bank for International Settlements.
    9. Martina Jasova & Caterina Mendicino & Ettore Panetti & José-Luis Peydró & Dominik Supera, 2021. "Monetary policy, labor income redistribution and the credit channel: Evidence from matched employer-employee and credit registers," Economics Working Papers 1832, Department of Economics and Business, Universitat Pompeu Fabra, revised Mar 2023.
    10. Wix, Carlo, 2017. "The long-run real effects of banking crises: Firm-level investment dynamics and the role of wage rigidity," SAFE Working Paper Series 189, Leibniz Institute for Financial Research SAFE.
    11. Markus K. Brunnermeier & Sergio A. Correia & Stephan Luck & Emil Verner & Tom Zimmermann, 2023. "The Debt-Inflation Channel of the German Hyperinflation," NBER Working Papers 31298, National Bureau of Economic Research, Inc.
    12. Robert Goodhead & Benedikt Kolb, 2025. "Monetary policy communication shocks and the macroeconomy," Economica, London School of Economics and Political Science, vol. 92(365), pages 173-198, January.
    13. Boeri, Tito & Garibaldi, Pietro & Moen, Espen R., 2018. "Financial constraints in search equilibrium: Mortensen Pissarides meet Holmstrom and Tirole," Labour Economics, Elsevier, vol. 50(C), pages 144-155.
    14. Lu, Dong & Tang, Huoqing & Zhang, Chengsi, 2023. "China's monetary policy surprises and corporate real investment," China Economic Review, Elsevier, vol. 77(C).
    15. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    16. Eleni Iliopulos & François Langot & Thepthida Sopraseuth, 2019. "Welfare Cost of Fluctuations When Labor Market Search Interacts with Financial Frictions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(8), pages 2207-2237, December.
    17. Reiter, Michael & Zessner-Spitzenberg, Leopold, 2023. "Long-term bank lending and the transfer of aggregate risk," Journal of Economic Dynamics and Control, Elsevier, vol. 151(C).
    18. Boeck, Maximilian & Feldkircher, Martin, 2021. "The Impact of Monetary Policy on Yield Curve Expectations," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 887-901.
    19. Brand, Thomas & Isoré, Marlène & Tripier, Fabien, 2019. "Uncertainty shocks and firm creation: Search and monitoring in the credit market," Journal of Economic Dynamics and Control, Elsevier, vol. 99(C), pages 19-53.
    20. Laumer, Sebastian & Violaris, Andreas-Entony, 2024. "Unconventional monetary policy and policy foresight," Journal of Economic Dynamics and Control, Elsevier, vol. 164(C).

    More about this item

    Keywords

    Labor demand; Financial frictions; Jobless growth; Labor share;
    All these keywords.

    JEL classification:

    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles
    • E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
    • G3 - Financial Economics - - Corporate Finance and Governance
    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:dyncon:v:168:y:2024:i:c:s0165188924001386. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jedc .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.