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Credit Constraints and Firm Productivity: Evidence from Italy

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  • Francesco Manaresi

    (Bank of Italy, Structural Economic Department)

  • Nicola Pierri

    (Stanford University)

Abstract

This paper studies the impact of credit constraints on manufacturers' production. We exploit a matched firm-bank panel data covering all Italian companies over the period 1998-2012 to derive a measure of supply-side shock to rm speci c credit constraints, and study how it affects input accumulation and value added productivity. We show that an expansion in the credit supply faced by a firm increases both input accumulation (size effect) and its ability to generate value added for a given level of inputs (productivity effect). Results are robust to various productivity estimation techniques, and to an alternative measure of credit supply shock that uses the 2007-2008 interbank market freeze to control for assortative matching between firms and banks. We discuss different potential channels for the estimated e ect and explore their empirical implications.

Suggested Citation

  • Francesco Manaresi & Nicola Pierri, 2017. "Credit Constraints and Firm Productivity: Evidence from Italy," Mo.Fi.R. Working Papers 137, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
    • Handle: RePEc:anc:wmofir:137
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    References listed on IDEAS

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    1. Mr. Daniel Garcia-Macia, 2017. "The Financing of Ideas and the Great Deviation," IMF Working Papers 2017/176, International Monetary Fund.
    2. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    3. Buono, Ines & Formai, Sara, 2018. "The heterogeneous response of domestic sales and exports to bank credit shocks," Journal of International Economics, Elsevier, vol. 113(C), pages 55-73.
    4. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    5. Bottero, Margherita & Lenzu, Simone & Mezzanotti, Filippo, 2020. "Sovereign debt exposure and the bank lending channel: Impact on credit supply and the real economy," Journal of International Economics, Elsevier, vol. 126(C).
    6. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    7. Philippe Aghion & Philippe Askenazy & Nicolas Berman & Gilbert Cette & Laurent Eymard, 2012. "Credit Constraints And The Cyclicality Of R&D Investment: Evidence From France," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1001-1024, October.
    8. Ulrich Doraszelski & Jordi Jaumandreu, 2013. "R&D and Productivity: Estimating Endogenous Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1338-1383.
    9. Jan De Loecker, 2011. "Product Differentiation, Multiproduct Firms, and Estimating the Impact of Trade Liberalization on Productivity," Econometrica, Econometric Society, vol. 79(5), pages 1407-1451, September.
    10. Rajkamal Iyer & José-Luis Peydró & Samuel da-Rocha-Lopes & Antoinette Schoar, 2014. "Interbank Liquidity Crunch and the Firm Credit Crunch: Evidence from the 2007--2009 Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 347-372, January.
    11. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    12. Meza Felipe & Quintin Erwan, 2007. "Factor Utilization and the Real Impact of Financial Crises," The B.E. Journal of Macroeconomics, De Gruyter, vol. 7(1), pages 1-41, September.
    13. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2011. "When credit bites back: leverage, business cycles, and crises," Working Paper Series 2011-27, Federal Reserve Bank of San Francisco.
    14. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    15. Jordà, Òscar & Schularick, Moritz & Taylor, Alan M., 2011. "When Credit Bites Back: Leverage, Business Cycles, and Crises," CEPR Discussion Papers 8678, C.E.P.R. Discussion Papers.
    16. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    17. Aghion, P. & Askenazy, P. & Berman, N. & Cette, G. & Eymard, L., 2008. "Credit Constraints and the Cyclicality of R&D Investment: Evidence from France," Working papers 198, Banque de France.
    18. Benjamin Moll, 2014. "Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?," American Economic Review, American Economic Association, vol. 104(10), pages 3186-3221, October.
    19. Gabriel Chodorow-Reich, "undated". "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-09 Financial Crisis," Working Paper 90811, Harvard University OpenScholar.
    20. Philipp Schnabl, 2012. "The International Transmission of Bank Liquidity Shocks: Evidence from an Emerging Market," Journal of Finance, American Finance Association, vol. 67(3), pages 897-932, June.
    21. Antonio Accetturo, & Antonio Bassanetti & Matteo Bugamelli & Ivan Faiella & Paolo Finaldi Russo & Daniele Franco & Silvia Giacomelli & Massimo Omiccioli, 2013. "The Italian industrial system between globalization and crisis," Questioni di Economia e Finanza (Occasional Papers) 193, Bank of Italy, Economic Research and International Relations Area.
    22. Federico Cingano & Francesco Manaresi & Enrico Sette, 2016. "Does Credit Crunch Investment Down? New Evidence on the Real Effects of the Bank-Lending Channel," Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2737-2773.
    23. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
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    1. Se restano a corto di liquidità le imprese produttive
      by Tortuga in La Voce on 2020-05-25 10:59:46

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    2. Graziella Bonanno & Annalisa Ferrando & Stefania Patrizia Sonia Rossi, 2023. "Do innovation and financial constraints affect the profit efficiency of European enterprises?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(1), pages 57-86, March.
    3. Ferrando, Annalisa & Rossi, Stefania P. S. & Bonanno, Graziella, 2020. "Determinants of firms’ efficiency: do innovations and finance constraints matter? The case of European SMEs," Working Paper Series 2419, European Central Bank.
    4. De Bonis, Riccardo & Ferri, Giovanni & Forte, Antonio & Silipo, Damiano Bruno, 2021. "How banks allocate loans in Italy: a long run perspective," MPRA Paper 106123, University Library of Munich, Germany.
    5. Philippe Aghion & Antonin Bergeaud & Gilbert Cette & Rémy Lecat & Hélène Maghin, 2018. "The inverted-U relationship between credit access and productivity growth," CEP Discussion Papers dp1588, Centre for Economic Performance, LSE.
    6. Antonin Bergeaud & Gilbert Cette & Rémy Lecat, 2019. "The Circular Relationship Between Productivity Growth and Real Interest Rates," Working papers 734, Banque de France.
    7. Philippe Aghion & Antonin Bergeaud & Gilbert Cette & Rémy Lecat & Hélène Maghin, 2019. "Coase Lecture ‐ The Inverted‐U Relationship Between Credit Access and Productivity Growth," Economica, London School of Economics and Political Science, vol. 86(341), pages 1-31, January.
    8. Daniela Marconi & Christian Upper, 2017. "Capital misallocation and financial development: A sector-level analysis," BIS Working Papers 671, Bank for International Settlements.
    9. Paul Bouche & Gilbert Cette & Rémy Lecat, 2021. "News from the Frontier: Increased Productivity Dispersion across Firms and Factor Reallocation," Review of Economics and Institutions, Università di Perugia, vol. 12(2).
    10. Wen Yue & Xuefei Li, 2023. "Financial constraints and firms’ markup: evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    11. Bechlioulis, Alexandros & Economidou, Claire & Karamanis, Dimitrios & Konstantios, Dimitrios, 2023. "How important are capital controls in shaping innovation activity?," Journal of International Money and Finance, Elsevier, vol. 131(C).
    12. Catão, Luis A. V. & de Faria, Pedro & Martins, António & Portela, Miguel, 2023. "Globalization and Firm Performance," IZA Discussion Papers 15903, Institute of Labor Economics (IZA).

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