IDEAS home Printed from https://ideas.repec.org/p/run/wpaper/2021-001.html
   My bibliography  Save this paper

Bank Default Risk Propagation along Supply Chains: Evidence from the U.K

Author

Listed:
  • Mariana Spatareanu
  • Vlad Manole
  • Ali Kabiri
  • Isabelle Roland

Abstract

How does banks’ default risk affect the probability of default of non-financial businesses? The literature has addressed this question by focusing on the direct effects on the banks’ corporate customers – demonstrating the existence of bank-induced increases in firms’ probabilities of default. However, it fails to consider the indirect effects through the interfirm transmission of default risk along supply chains. Supply chain relationships have been shown to be a powerful channel for default risk contagion. Therefore, the literature might severely underestimate the overall impact of bank shocks on default risk in the business economy. Our paper fills this gap by analyzing the direct as well as the indirect impact of banks’ default risk on firms’ default risk in the U.K. Relying on Input-Output tables, we devise methods that enable us to examine this question in the absence of microeconomic data on supply chain links. To capture all potential propagation channels, we account for horizontal linkages between the firm and its competitors in the same industry, and for vertical linkages, both between the firm and its suppliers in upstream industries and between the firm and its customers in downstream industries. In addition, we identify trade credit and contract specificity as significant characteristics of supply chains, which can either amplify or dampen the propagation of default risk. Our results show that the banking crisis of 2007-2008 affected the non-financial business sector well beyond the direct impact of banks’ default risk on their corporate clients.

Suggested Citation

  • Mariana Spatareanu & Vlad Manole & Ali Kabiri & Isabelle Roland, 2021. "Bank Default Risk Propagation along Supply Chains: Evidence from the U.K," Working Papers Rutgers University, Newark 2021-001, Department of Economics, Rutgers University, Newark.
  • Handle: RePEc:run:wpaper:2021-001
    as

    Download full text from publisher

    File URL: https://sasn.rutgers.edu/sites/default/files/sites/default/files/inline-files/Spatareanu_etAll_UKpaper2020.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Darrell Duffie & Andreas Eckner & Guillaume Horel & Leandro Saita, 2009. "Frailty Correlated Default," Journal of Finance, American Finance Association, vol. 64(5), pages 2089-2123, October.
    2. Huang, Hui & Shi, Xiaojun & Zhang, Shunming, 2011. "Counter-cyclical substitution between trade credit and bank credit," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 1859-1878, August.
    3. Kolay, Madhuparna & Lemmon, Michael & Tashjian, Elizabeth, 2016. "Spreading the Misery? Sources of Bankruptcy Spillover in the Supply Chain," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(6), pages 1955-1990, December.
    4. Besley, T. & Roland, I. & Van Reenen, J., 2019. "The Aggregate Consequences of Default Risk: Evidence from Firm-level Data," Cambridge Working Papers in Economics 2061, Faculty of Economics, University of Cambridge.
    5. Luis Garicano & Claudia Steinwender, 2016. "Survive Another Day: Using Changes in the Composition of Investments to Measure the Cost of Credit Constraints," The Review of Economics and Statistics, MIT Press, vol. 98(5), pages 913-924, December.
    6. Pierre Collin-Dufresne & Robert S. Goldstein & Jean Helwege, 2010. "Is Credit Event Risk Priced? Modeling Contagion via the Updating of Beliefs," NBER Working Papers 15733, National Bureau of Economic Research, Inc.
    7. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    8. Sebastian Schich & Sofia Lindh, 2012. "Implicit guarantees for bank debt: where do we stand?," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2012(1), pages 45-63.
    9. 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.
    10. Lior Menzly & Oguzhan Ozbas, 2010. "Market Segmentation and Cross‐predictability of Returns," Journal of Finance, American Finance Association, vol. 65(4), pages 1555-1580, August.
    11. Samuel Bentolila & Marcel Jansen & Gabriel Jiménez, 2018. "When Credit Dries Up: Job Losses in the Great Recession," Journal of the European Economic Association, European Economic Association, vol. 16(3), pages 650-695.
    12. Shea, John S, 2002. "Complementarities and Comovements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 412-433, May.
    13. Cen, Ling & Maydew, Edward L. & Zhang, Liandong & Zuo, Luo, 2017. "Customer–supplier relationships and corporate tax avoidance," Journal of Financial Economics, Elsevier, vol. 123(2), pages 377-394.
    14. 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.
    15. Spatareanu, Mariana & Manole, Vlad & Kabiri, Ali, 2019. "Do bank liquidity shocks hamper firms’ innovation?," LSE Research Online Documents on Economics 116931, London School of Economics and Political Science, LSE Library.
    16. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1543-1592.
    17. Gençay, Ramazan & Signori, Daniele & Xue, Yi & Yu, Xiao & Zhang, Keyi, 2015. "Economic links and credit spreads," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 157-169.
    18. 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.
    19. Joel F. Houston & Chen Lin & Zhongyan Zhu, 2016. "The Financial Implications of Supply Chain Changes," Management Science, INFORMS, vol. 62(9), pages 2520-2542, September.
    20. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    21. Chen, Long & Zhang, Gaiyan & Zhang, Weina, 2016. "Return predictability in the corporate bond market along the supply chain," Journal of Financial Markets, Elsevier, vol. 29(C), pages 66-86.
    22. 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.
    23. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    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. Chang, Jung-Hsien & Hung, Mao-Wei & Tsai, Feng-Tse, 2015. "Credit contagion and competitive effects of bond rating downgrades along the supply chain," Finance Research Letters, Elsevier, vol. 15(C), pages 232-238.
    26. Samuel Bentolila & Marcel Jansen & Gabriel Jiménez, 2018. "Erratum: When Credit Dries Up: Job Losses in the Great Recession," Journal of the European Economic Association, European Economic Association, vol. 16(2), pages 560-560.
    27. Alfaro, Laura & García-Santana, Manuel & Moral-Benito, Enrique, 2021. "On the direct and indirect real effects of credit supply shocks," Journal of Financial Economics, Elsevier, vol. 139(3), pages 895-921.
    28. Tor Jacobson & Erik Schedvin, 2015. "Trade Credit and the Propagation of Corporate Failure: An Empirical Analysis," Econometrica, Econometric Society, vol. 83(4), pages 1315-1371, July.
    29. Claudio Raddatz, 2010. "Credit Chains and Sectoral Comovement: Does the Use of Trade Credit Amplify Sectoral Shocks?," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 985-1003, November.
    30. Andrew B. Bernard & Andreas Moxnes & Yukiko U. Saito, 2019. "Production Networks, Geography, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 639-688.
    31. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    32. Javorcik, Beata S. & Spatareanu, Mariana, 2011. "Does it matter where you come from? Vertical spillovers from foreign direct investment and the origin of investors," Journal of Development Economics, Elsevier, vol. 96(1), pages 126-138, September.
    33. Javorcik, Beata Smarzynska & Spatareanu, Mariana, 2008. "To share or not to share: Does local participation matter for spillovers from foreign direct investment?," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 194-217, February.
    34. Bersch, Johannes & Degryse, Hans & Kick, Thomas & Stein, Ingrid, 2020. "The real effects of bank distress: Evidence from bank bailouts in Germany," Journal of Corporate Finance, Elsevier, vol. 60(C).
    35. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    36. Hubbard, R Glenn & Kuttner, Kenneth N & Palia, Darius N, 2002. "Are There Bank Effects in Borrowers' Costs of Funds? Evidence from a Matched Sample of Borrowers and Banks," The Journal of Business, University of Chicago Press, vol. 75(4), pages 559-581, October.
    37. Mary Amiti & David E. Weinstein, 2011. "Exports and Financial Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1841-1877.
    38. Hertzel, Michael G. & Officer, Micah S., 2012. "Industry contagion in loan spreads," Journal of Financial Economics, Elsevier, vol. 103(3), pages 493-506.
    39. Hertzel, Michael G. & Li, Zhi & Officer, Micah S. & Rodgers, Kimberly J., 2008. "Inter-firm linkages and the wealth effects of financial distress along the supply chain," Journal of Financial Economics, Elsevier, vol. 87(2), pages 374-387, February.
    40. Jorion, Philippe & Zhang, Gaiyan, 2007. "Good and bad credit contagion: Evidence from credit default swaps," Journal of Financial Economics, Elsevier, vol. 84(3), pages 860-883, June.
    41. Frederic Boissay & Reint Gropp, 2013. "Payment Defaults and Interfirm Liquidity Provision," Review of Finance, European Finance Association, vol. 17(6), pages 1853-1894.
    42. Slovin, Myron B & Sushka, Marie E & Polonchek, John A, 1993. "The Value of Bank Durability: Borrowers as Bank Stakeholders," Journal of Finance, American Finance Association, vol. 48(1), pages 247-266, March.
    43. Spatareanu, Mariana & Manole, Vlad & Kabiri, Ali, 2019. "Do bank liquidity shocks hamper firms’ innovation?," International Journal of Industrial Organization, Elsevier, vol. 67(C).
    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. Ali Kabiri & Vlad Malone & Isabelle Roland & Mariana Spatareanu, 2020. "Bank default risk propagation along supply chains: evidence from the UK," CEP Discussion Papers dp1699, Centre for Economic Performance, LSE.
    2. Spatareanu, M. & Manole, V. & Kabiri, A. & Roland, I., 2020. "Bank Default Risk Propagation along Supply Chains: Evidence from the U.K," Cambridge Working Papers in Economics 2058, Faculty of Economics, University of Cambridge.
    3. Spatareanu, Mariana & Manole, Vlad & Kabiri, Ali & Roland, Isabelle, 2023. "Bank default risk propagation along supply chains: Evidence from the U.K," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 813-831.
    4. Spatareanu, Mariana & Manole, Vlad & Kabiri, Ali & Roland, Isabelle, 2023. "Bank default risk propagation along supply chains: evidence from the U.K," LSE Research Online Documents on Economics 117351, London School of Economics and Political Science, LSE Library.
    5. Senay Agca & Volodymyr Babich & John R. Birge & Jing Wu, 2022. "Credit Shock Propagation Along Supply Chains: Evidence from the CDS Market," Management Science, INFORMS, vol. 68(9), pages 6506-6538, September.
    6. Alfaro, Laura & García-Santana, Manuel & Moral-Benito, Enrique, 2021. "On the direct and indirect real effects of credit supply shocks," Journal of Financial Economics, Elsevier, vol. 139(3), pages 895-921.
    7. Besley, T. & Roland, I. & Van Reenen, J., 2019. "The Aggregate Consequences of Default Risk: Evidence from Firm-level Data," Cambridge Working Papers in Economics 2061, Faculty of Economics, University of Cambridge.
    8. Philipp Meinen & Ana Cristina Soares, 2022. "Markups and Financial Shocks," The Economic Journal, Royal Economic Society, vol. 132(647), pages 2471-2499.
    9. 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.
    10. Lei, Jin & Qiu, Jiaping & Wan, Chi & Yu, Fan, 2021. "Credit risk spillovers and cash holdings," Journal of Corporate Finance, Elsevier, vol. 68(C).
    11. Ma, Xiaofang & Wang, Wenming & Wu, Jiangang & Zhang, Wenlan, 2020. "Corporate customer concentration and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 119(C).
    12. Dennis Bams & Magdalena Pisa & Christian C. P. Wolff, 2021. "Spillovers to small business credit risk," Small Business Economics, Springer, vol. 57(1), pages 323-352, June.
    13. Croci, Ettore & Degl'Innocenti, Marta & Zhou, Si, 2021. "Large customer-supplier links and syndicate loan structure," Journal of Corporate Finance, Elsevier, vol. 66(C).
    14. Volodymyr Babich & Panos Kouvelis, 2018. "Introduction to the Special Issue on Research at the Interface of Finance, Operations, and Risk Management (iFORM): Recent Contributions and Future Directions," Manufacturing & Service Operations Management, INFORMS, vol. 20(1), pages 1-18, February.
    15. Kilian Huber, 2015. "The Persistence of a Banking Crisis," Discussion Papers 1532, Centre for Macroeconomics (CFM).
    16. 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).
    17. Dwenger, Nadja & Fossen, Frank & Simmler, Martin, 2015. "From financial to real economic crisis. Evidence from individual firm-bank relationships in Germany," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113000, Verein für Socialpolitik / German Economic Association.
    18. Glancy, David, 2021. "Housing bust, bank lending & employment: Evidence from multimarket banks," Journal of Banking & Finance, Elsevier, vol. 127(C).
    19. Laeven, Luc, 2022. "Pandemics, intermediate goods, and corporate valuation," Journal of International Money and Finance, Elsevier, vol. 120(C).
    20. Mariassunta Giannetti & Farzad Saidi, 2019. "Shock Propagation and Banking Structure," The Review of Financial Studies, Society for Financial Studies, vol. 32(7), pages 2499-2540.

    More about this item

    Keywords

    default risk; propagation of banking crises; supply chains.;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

    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:run:wpaper:2021-001. 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: Maria Rosales-Rueda (email available below). General contact details of provider: https://edirc.repec.org/data/edrutus.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.