IDEAS home Printed from https://ideas.repec.org/p/cge/wacage/615.html
   My bibliography  Save this paper

Credit supply and green Investments

Author

Listed:
  • Accetturo, Antonio

    (Economic Research Unit, Trento, Bank of Italy)

  • Barboni, Giorgia

    (bUniversity of Warwick, Warwick Business School and CAGE)

  • Cascarano, Michele

    (Economic Research Unit, Trento, Bank of Italy)

  • Garcia-Appendini, Emilia

    (Department of Banking and Finance, University of Zurich)

  • Tomasi, Marco

    (University of Trento)

Abstract

Does an increase in credit supply affect firms’ likelihood to invest in green technologies? To answer this question, we use text algorithms to extract information on green investments from the comments to the financial statements of Italian SMEs between 2015 and 2019. To identify the effect of credit supply, we use all loans disbursed by banks operating in Italy to construct a firm-specific time-varying instrument for credit availability. We find a large positive elasticity of green investments to credit supply. The effect is concentrated among firms with high availability of internal capital and in areas with higher preferences for environmental protection. Subsidies and market competition can spur green investments if combined with environmental awareness. JEL codes: G32 ; Q54 ; Q55

Suggested Citation

  • Accetturo, Antonio & Barboni, Giorgia & Cascarano, Michele & Garcia-Appendini, Emilia & Tomasi, Marco, 2022. "Credit supply and green Investments," CAGE Online Working Paper Series 615, Competitive Advantage in the Global Economy (CAGE).
    • Handle: RePEc:cge:wacage:615
    as

    Download full text from publisher

    File URL: https://warwick.ac.uk/fac/soc/economics/research/centres/cage/manage/publications/wp615.2022.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Reint Gropp & Thomas Mosk & Steven Ongena & Carlo Wix, 2019. "Banks Response to Higher Capital Requirements: Evidence from a Quasi-Natural Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 32(1), pages 266-299.
    2. Patrick Musso & Stefano Schiavo, 2008. "The impact of financial constraints on firm survival and growth," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 135-149, April.
    3. Philippe Aghion & Roland Bénabou & Ralf Martin & Alexandra Roulet, 2023. "Environmental Preferences and Technological Choices: Is Market Competition Clean or Dirty?," American Economic Review: Insights, American Economic Association, vol. 5(1), pages 1-20, March.
    4. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    5. Pol Antras & Davin Chor & Thibault Fally & Russell Hillberry, 2012. "Measuring the Upstreamness of Production and Trade Flows," American Economic Review, American Economic Association, vol. 102(3), pages 412-416, May.
    6. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    7. Annalisa Ferrando & Alexander Popov & Gregory F. Udell, 2019. "Do SMEs Benefit from Unconventional Monetary Policy and How? Microevidence from the Eurozone," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(4), pages 895-928, June.
    8. Antoine Dechezleprêtre & Misato Sato, 2017. "The Impacts of Environmental Regulations on Competitiveness," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(2), pages 183-206.
    9. Gourio, Francois & Kashyap, Anil K, 2007. "Investment spikes: New facts and a general equilibrium exploration," Journal of Monetary Economics, Elsevier, vol. 54(Supplemen), pages 1-22, September.
    10. Martina Jasova & Caterina Mendicino & Dominik Supera, 2018. "Rollover Risk and Bank Lending Behavior: Evidence from Unconventional Central Bank Liquidity," 2018 Meeting Papers 500, Society for Economic Dynamics.
    11. Ross Levine & Chen Lin & Zigan Wang & Wensi Xie, 2018. "Bank Liquidity, Credit Supply, and the Environment," Working Papers id:12565, eSocialSciences.
    12. Michael Greenstone & Alexandre Mas & Hoai-Luu Nguyen, 2020. "Do Credit Market Shocks Affect the Real Economy? Quasi-experimental Evidence from the Great Recession and "Normal" Economic Times," American Economic Journal: Economic Policy, American Economic Association, vol. 12(1), pages 200-225, February.
    13. 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.
    14. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    15. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    16. José Luis Montiel Olea & Carolin Pflueger, 2013. "A Robust Test for Weak Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 358-369, July.
    17. R?diger Bachmann & Christian Bayer, 2014. "Investment Dispersion and the Business Cycle," American Economic Review, American Economic Association, vol. 104(4), pages 1392-1416, April.
    18. Sabrina T. Howell, 2017. "Financing Innovation: Evidence from R&D Grants," American Economic Review, American Economic Association, vol. 107(4), pages 1136-1164, April.
    19. Goetz, Martin, 2019. "Financing conditions and toxic emissions," SAFE Working Paper Series 254, Leibniz Institute for Financial Research SAFE.
    20. Opp, Marcus & Oehmke, Martin, 2020. "A theory of socially responsible investment," CEPR Discussion Papers 14351, C.E.P.R. Discussion Papers.
    21. Degryse, Hans & De Jonghe, Olivier & Jakovljević, Sanja & Mulier, Klaas & Schepens, Glenn, 2019. "Identifying credit supply shocks with bank-firm data: Methods and applications," Journal of Financial Intermediation, Elsevier, vol. 40(C).
    22. Daron Acemoglu & Ufuk Akcigit & Douglas Hanley & William Kerr, 2016. "Transition to Clean Technology," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 52-104.
    23. Eric S. Rosengren & Joe Peek, 2000. "Collateral Damage: Effects of the Japanese Bank Crisis on Real Activity in the United States," American Economic Review, American Economic Association, vol. 90(1), pages 30-45, March.
    24. Gerard Hoberg & Vojislav Maksimovic, 2015. "Redefining Financial Constraints: A Text-Based Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 28(5), pages 1312-1352.
    25. 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.
    26. Jean Tirole & Roland Bénabou, 2006. "Incentives and Prosocial Behavior," American Economic Review, American Economic Association, vol. 96(5), pages 1652-1678, December.
    27. Manthos D. Delis & Kathrin de Greiff & Steven Ongena, 2018. "Being Stranded on the Carbon Bubble? Climate Policy Risk and the Pricing of Bank Loans," Swiss Finance Institute Research Paper Series 18-10, Swiss Finance Institute, revised May 2018.
    28. Matthias M M Buehlmaier & Toni M Whited, 2018. "Are Financial Constraints Priced? Evidence from Textual Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2693-2728.
    29. Meredith Fowlie & Michael Greenstone & Catherine Wolfram, 2018. "Do Energy Efficiency Investments Deliver? Evidence from the Weatherization Assistance Program," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1597-1644.
    30. Bodnaruk, Andriy & Loughran, Tim & McDonald, Bill, 2015. "Using 10-K Text to Gauge Financial Constraints," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(4), pages 623-646, August.
    31. Darwin Choi & Zhenyu Gao & Wenxi Jiang, 2020. "Attention to Global Warming," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1112-1145.
    32. Kuik, Friderike & Morris, Richard & Sun, Yiqiao, 2022. "The impact of climate change on activity and prices – insights from a survey of leading firms," Economic Bulletin Boxes, European Central Bank, vol. 4.
    33. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    34. Hart, Oliver D. & Zingales, Luigi, 2017. "Companies Should Maximize Shareholder Welfare Not Market Value," Working Papers 267, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    35. Hunt Allcott & Michael Greenstone, 2012. "Is There an Energy Efficiency Gap?," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 3-28, Winter.
    36. Fabio Berton & Sauro Mocetti & Andrea F. Presbitero & Matteo Richiardi, 2018. "Banks, Firms, and Jobs," The Review of Financial Studies, Society for Financial Studies, vol. 31(6), pages 2113-2156.
    37. Degryse, Hans & Goncharenko, Roman & Theunisz, Carola & Vadasz, Tamas, 2023. "When green meets green," Journal of Corporate Finance, Elsevier, vol. 78(C).
    38. Gerard Hoberg & Gordon Phillips, 2016. "Text-Based Network Industries and Endogenous Product Differentiation," Journal of Political Economy, University of Chicago Press, vol. 124(5), pages 1423-1465.
    39. Lee H. Seltzer & Laura Starks & Qifei Zhu, 2022. "Climate Regulatory Risk and Corporate Bonds," NBER Working Papers 29994, National Bureau of Economic Research, Inc.
    40. Chava, Sudheer & Purnanandam, Amiyatosh, 2011. "The effect of banking crisis on bank-dependent borrowers," Journal of Financial Economics, Elsevier, vol. 99(1), pages 116-135, January.
    41. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    42. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    43. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    44. Bartram, Söhnke M. & Hou, Kewei & Kim, Sehoon, 2022. "Real effects of climate policy: Financial constraints and spillovers," Journal of Financial Economics, Elsevier, vol. 143(2), pages 668-696.
    45. Paravisini, Daniel & Rappoport, Veronica & Schnabl, Philipp, 2023. "Specialization in bank lending: evidence from exporting firms," LSE Research Online Documents on Economics 119458, London School of Economics and Political Science, LSE Library.
    46. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    47. Zacharias Sautner & Laurence Van Lent & Grigory Vilkov & Ruishen Zhang, 2023. "Firm‐Level Climate Change Exposure," Journal of Finance, American Finance Association, vol. 78(3), pages 1449-1498, June.
    48. Hans Degryse & Tarik Roukny & Joris Tielens, 2020. "Banking barriers to the green economy," Working Paper Research 391, National Bank of Belgium.
    49. Heinkel, Robert & Kraus, Alan & Zechner, Josef, 2001. "The Effect of Green Investment on Corporate Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(4), pages 431-449, December.
    50. Roberts, Russell D, 1987. "Financing Public Goods," Journal of Political Economy, University of Chicago Press, vol. 95(2), pages 420-437, April.
    51. Schauer, Catharina & Elsas, Ralf & Breitkopf, Nikolas, 2019. "A new measure of financial constraints applicable to private and public firms," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 270-295.
    52. Hart, Oliver & Zingales, Luigi, 2017. "Companies Should Maximize Shareholder Welfare Not Market Value," Journal of Law, Finance, and Accounting, now publishers, vol. 2(2), pages 247-275, November.
    53. 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.
    54. 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.
    55. 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.
    56. Qiping Xu & Taehyun Kim, 2022. "Financial Constraints and Corporate Environmental Policies," The Review of Financial Studies, Society for Financial Studies, vol. 35(2), pages 576-635.
    57. Sendhil Mullainathan & Marianne Bertrand, 2001. "Do People Mean What They Say? Implications for Subjective Survey Data," American Economic Review, American Economic Association, vol. 91(2), pages 67-72, May.
    58. Shashwat Koirala, 2019. "SMEs: Key drivers of green and inclusive growth," OECD Green Growth Papers 2019/03, OECD Publishing.
    59. Mulier, Klaas & Schoors, Koen & Merlevede, Bruno, 2016. "Investment-cash flow sensitivity and financial constraints: Evidence from unquoted European SMEs," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 182-197.
    60. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Costa, Helia & Demmou, Lilas & Franco, Guido & Lamp, Stefan, 2024. "The role of financing constraints and environmental policy on green investment," Economics Letters, Elsevier, vol. 239(C).
    2. Srivastava, Prachi & Bloom, Nicholas & Bunn, Philip & Mizen, Paul & Thwaites, Gregory & Yotzov, Ivan, 2024. "Firm climate investment: a glass half-full," Bank of England working papers 1095, Bank of England.
    3. Achilles, Catrina & Limbach, Peter & Wolff, Michael & Yoon, Aaron, 2024. "Inside the blackbox of firm environmental efforts: Evidence from emissions reduction initiatives," CFR Working Papers 24-05, University of Cologne, Centre for Financial Research (CFR).

    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. Guler, Ozan & Mariathasan, Mike & Mulier, Klaas & Okatan, Nejat G., 2019. "The Real Effects of Credit Supply: Review, Synthesis, and Future Directions," MPRA Paper 96542, University Library of Munich, Germany.
    2. 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.
    3. Berger, Allen N. & Molyneux, Phil & Wilson, John O.S., 2020. "Banks and the real economy: An assessment of the research," Journal of Corporate Finance, Elsevier, vol. 62(C).
    4. Laeven, Luc & Popov, Alexander, 2023. "Carbon taxes and the geography of fossil lending," Journal of International Economics, Elsevier, vol. 144(C).
    5. Peydró, José-Luis & Jiménez, Gabriel & Kenan, Huremovic & Moral-Benito, Enrique & Vega-Redondo, Fernando, 2020. "Production and financial networks in interplay: Crisis evidence from supplier-customer and credit registers," CEPR Discussion Papers 15277, C.E.P.R. Discussion Papers.
    6. Matteo Alpino & Luca Citino & Guido de Blasio & Federica Zeni, 2022. "The Effects of Climate Change on the Italian economy," Questioni di Economia e Finanza (Occasional Papers) 728, Bank of Italy, Economic Research and International Relations Area.
    7. Sobiech, Anna L. & Chronopoulos, Dimitris K. & Wilson, John O.S., 2021. "The real effects of bank taxation: Evidence for corporate financing and investment," Journal of Corporate Finance, Elsevier, vol. 69(C).
    8. Giulio Cornelli & Magdalena Erdem & Egon Zakrajsek, 2024. "CEO turnover risk and firm environmental performance," BIS Working Papers 1190, Bank for International Settlements.
    9. Rhys Bidder & John Krainer & Adam Shapiro, 2021. "De-leveraging or de-risking? How banks cope with loss," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 100-127, January.
    10. Dottori, Davide & Micucci, Giacinto & Sigalotti, Laura, 2024. "Trade debts and bank lending in years of crisis," International Review of Financial Analysis, Elsevier, vol. 92(C).
    11. Ralph De Haas & Ralf Martin & Mirabelle Muuls & Helena Schweiger, 2022. "Managerial and financial barriers during the green transition," CEP Discussion Papers dp1837, Centre for Economic Performance, LSE.
    12. De Haas, Ralph & Martin, Ralf & Muuls, Mirabelle & Schweiger, Helena, 2022. "Managerial and Financial Barriers to the Green Transition," CEPR Discussion Papers 15886, C.E.P.R. Discussion Papers.
    13. Drudi, Francesco & Moench, Emanuel & Holthausen, Cornelia & Weber, Pierre-François & Ferrucci, Gianluigi & Setzer, Ralph & Adao, Bernardino & Dées, Stéphane & Alogoskoufis, Spyros & Téllez, Mar Delgad, 2021. "Climate change and monetary policy in the euro area," Occasional Paper Series 271, European Central Bank.
    14. Giebel, Marek & Kraft, Kornelius, 2020. "Bank credit supply and firm innovation behavior in the financial crisis," Journal of Banking & Finance, Elsevier, vol. 121(C).
    15. Huang, Chenchen & Luo, Di & Mukherjee, Soumyatanu & Mishra, Tapas, 2022. "To Acquire or to Ally? Managing Partners’ Environmental Risk in International Expansion," MPRA Paper 121808, University Library of Munich, Germany, revised 07 Jan 2023.
    16. Martin, R. & de Haas, Ralph & Muuls, Mirabelle & Schweiger, Helena, 2021. "Managerial and Financial Barriers to the Net-Zero Transition," Other publications TiSEM d95224cf-6fd8-486b-b9d7-4, Tilburg University, School of Economics and Management.
    17. Albertazzi, Ugo & Barbiero, Francesca & Marqués-Ibáñez, David & Popov, Alexander & Rodriguez d’Acri, Costanza & Vlassopoulos, Thomas, 2020. "Monetary policy and bank stability: the analytical toolbox reviewed," Working Paper Series 2377, European Central Bank.
    18. Farinha, Luísa & Spaliara, Marina-Eliza & Tsoukas, Serafeim, 2019. "Bank shocks and firm performance: New evidence from the sovereign debt crisis," Journal of Financial Intermediation, Elsevier, vol. 40(C).
    19. Reghezza, Alessio & Altunbas, Yener & Marques-Ibanez, David & Rodriguez d’Acri, Costanza & Spaggiari, Martina, 2022. "Do banks fuel climate change?," Journal of Financial Stability, Elsevier, vol. 62(C).
    20. Glancy, David, 2021. "Housing bust, bank lending & employment: Evidence from multimarket banks," Journal of Banking & Finance, Elsevier, vol. 127(C).

    More about this item

    Keywords

    Credit supply ; CO2 emissions ; green investments ; climate finance ; bank credit;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

    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:cge:wacage:615. 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: Jane Snape (email available below). General contact details of provider: https://edirc.repec.org/data/dewaruk.html .

    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.