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Relationship Lending and Employment Decisions in Firms’ Bad Times

Published online by Cambridge University Press:  09 September 2022

Pierluigi Murro Open the ORCID record for Pierluigi Murro [Opens in a new window] ,
Tommaso Oliviero  and
Alberto Zazzaro
Pierluigi Murro*
Affiliation:
LUISS Guido Carli University Department of Business and Management
Tommaso Oliviero
Affiliation:
University of Naples Federico II Department of Economics and Statistics tommaso.oliviero@unina.it
Alberto Zazzaro
Affiliation:
University of Naples Federico II Department of Economics and Statistics alberto.zazzaro@unina.it
*
pmurro@luiss.it (corresponding author)
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Abstract

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Using firm-level survey information, we investigate whether relationship lending affects firms’ employment decisions in the face of negative sales shock. We find that firms with a durable relationship with their main bank display significantly less employment growth sensitivity to such shocks, especially where these are transitory. The result is stronger for younger and smaller firms that benefit from tighter bank-firm relationships, and for firms in sectors or economic environments where the costs of employment adjustment are greater. Our findings indicate that relationship lending provides liquidity insurance to firms to meet their demand for labor hoarding.

Type
Research Article
Information
Journal of Financial and Quantitative Analysis , Volume 58 , Issue 6 , September 2023 , pp. 2657 - 2691
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (https://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
© The Author(s), 2022. Published by Cambridge University Press on behalf of the Michael G. Foster School of Business, University of Washington

Footnotes

We thank Daniel Carvalho (the referee), Jarrad Harford (the editor), Sotirios Kokas, Raffaele Oriani, Lorenzo Pandolfi, Francesco Sobbrio, and Emanuele Tarantino, and participants at the ADEIMF Conference 2020, at the 2nd annual conference of the CoPFiR (2019), at the workshop on Financial Fragmentation and Challenges for SMEs’ Financing at the Essex Business School (2019), and at the seminar at LUISS University (2019) for helpful comments.

References

Acconcia, A.; Del Monte, A.; and Pennacchio, L.. “Underpricing and Firm’s Distance from Financial Centre: Evidence from Three European Countries.” CSEF Working Paper No. 295 (2011).Google Scholar
Acharya, V. V.; Almeida, H.; Ippolito, F.; and Perez-Orive, A.. “Credit Lines and the Liquidity Insurance Channel.” Journal of Money Credit and Banking, 53 (2021), 901–938.Google Scholar
Acharya, V. V.; Eisert, T.; Eufinger, C.; and Hirsch, C.. “Real Effects of the Sovereign Debt Crisis in Europe: Evidence from Syndicated Loans.” Review of Financial Studies, 31 (2018), 2855–2896.Google Scholar
Admati, A. R., and Pfleiderer, P.. “Robust Financial Contracting and the Role of Venture Capitalists.” Journal of Finance, 49 (1994), 371–402.Google Scholar
Alessandrini, P.; Presbitero, A. F.; and Zazzaro, A.. “Banks, Distances and Firms’ Financing Constraints.” Review of Finance, 13 (2009), 261–307.Google Scholar
Alessandrini, P.; Presbitero, A. F.; and Zazzaro, A.. “Bank Size or Distance: What Hampers Innovation Adoption by SMEs?” Journal of Economic Geography, 10 (2010), 845–881.Google Scholar
Allen, F., and Gale, D.. “Innovations in Financial Services, Relationships, and Risk Sharing.” Management Science, 45 (1999), 1239–1253.Google Scholar
Almeida, H.; Campello, M.; Cunha, I.; and Weisbach, M. S.. “Corporate Liquidity Management: A Conceptual Framework and Survey.” Annual Review of Financial Economics, 6 (2014), 135–162.Google Scholar
Autor, D. H.; Kerr, W. R.; and Kugler, A. D.. “Does Employment Protection Reduce Productivity? Evidence from US States.” Economic Journal, 117 (2007), F189–F217.Google Scholar
Azariadis, C. “Implicit Contracts and Underemployment Equilibria.” Journal of Political Economy, 83 (1975), 1183–1202.Google Scholar
Bach, L., and Serrano-Velarde, N.. “CEO Identity and Labor Contracts: Evidence from CEO Transitions.” Journal of Corporate Finance, 33 (2015), 227–242.Google Scholar
Baily, M. N. “Wages and Employment Under Uncertain Demand.” Review of Economic Studies, 41 (1974), 37–50.Google Scholar
Balduzzi, P.; Brancati, E.; and Schiantarelli, F.. “Financial Markets, Banks’ Cost of Funding, and Firms’ Decisions: Lessons from Two Crises.” Journal of Financial Intermediation, 36 (2018), 1–15.Google Scholar
Banerjee, R.; Gambacorta, L.; and Sette, E.. “The Real Effects of Relationship Lending.” Journal of Financial Intermediation, 48 (2021), 100923.Google Scholar
Barbosa, L.; Bilan, A.; and Celerier, C.. “Credit Supply Shocks and Human Capital: Evidence from a Change in Accounting Norms.” European Central Bank Working Paper No. 2271 (2019).Google Scholar
Barone, G.; De Blasio, G.; and Mocetti, S.. “The Real Effects of Credit Crunch in the Great Recession: Evidence from Italian Provinces.” Regional Science and Urban Economics, 70 (2018), 352–359.Google Scholar
Bartelsman, E.; Scarpetta, S.; and Schivardi, F.. “Comparative Analysis of Firm Demographics and Survival: Evidence from Micro-Level Sources in OECD Countries.” Industrial and Corporate Change, 14 (2005), 365–391.Google Scholar
Bassanini, A.; Breda, T.; Caroli, E.; and Rebérioux, A.. “Working in Family Firms: Paid Less but More Secure? Evidence from French Matched Employer-Employee Data.” ILR Review, 66 (2013), 433–466.Google Scholar
Beck, T.; Degryse, H.; De Haas, R.; and Van Horen, N.. “When Arm’s Length is Too Far: Relationship Banking over the Credit Cycle.” Journal of Financial Economics, 127 (2018), 174–196.Google Scholar
Beck, T.; Ioannidou, V.; and Schäfer, L.. “Foreigners vs. Natives: Bank Lending Technologies and Loan Pricing.” Management Science, 64 (2018), 3792–3820.Google Scholar
Behr, P.; Norden, L.; and Oliveira, R.. “Labor and Finance: The Effect of Bank Relationships.” Central Bank of Brazil Working Paper No. 534 (2020).Google Scholar
Benfratello, L.; Schiantarelli, F.; and Sembenelli, A.. “Banks and Innovation: Microeconometric Evidence on Italian Firms.” Journal of Financial Economics, 90 (2008), 197–217.Google Scholar
Benmelech, E.; Bergman, N. K.; and Seru, A.. “Financing Labor.” Review of Finance, 25 (2021), 1365–1393.Google Scholar
Bentolila, S.; Jansen, M.; and Jiménez, G.. “When Credit Dries Up: Job Losses in the Great Recession.” Journal of the European Economic Association, 16 (2018), 650–695.Google Scholar
Bentolilla, S., and Bertola, G.. “Firing Costs and Labour Demand: How Bad Is Eurosclerosis.” Review of Economic Studies, 57 (1990), 381–402.Google Scholar
Berlin, M., and Mester, L. J.. “Deposits and Relationship Lending.” Review of Financial Studies, 12 (1999), 579–607.Google Scholar
Berton, F.; Mocetti, S.; Presbitero, A. F.; and Richiardi, M.. “Banks, Firms, and Jobs.” Review of Financial Studies, 31 (2018), 2113–2156.Google Scholar
Berton, F.; Richiardi, M.; and Sacchi, S.. The Political Economy of Work Security and Flexibility: Italy in Comparative Perspective. Bristol: Policy Press (2012).Google Scholar
Bolton, P.; Freixas, X.; Gambacorta, L.; and Mistrulli, P. E.. “Relationship and Transaction Lending in a Crisis.” Review of Financial Studies, 29 (2016), 2643–2676.Google Scholar
Bonaccorsi di Patti, E., and Sette, E.. “Bank Balance Sheets and the Transmission of Financial Shocks to Borrowers: Evidence from the 2007–2008 Crisis.” Bank of Italy Working Paper No. 848 (2012).Google Scholar
Boot, A. A. “Relationship Banking: What Do We Know?” Journal of Financial Intermediation, 9 (2000), 7–25.Google Scholar
Boot, A. W. A.; Greenbaum, S. I.; and Thakor, A. V.. “Reputation and Discretion in Financial Contracting.” American Economic Review, 83 (1993), 1165–1183.Google Scholar
Bottero, M.; Lenzu, S.; and Mezzanotti, F.. “Sovereign Debt Exposure and the Bank Lending Channel: Impact on Credit Supply and the Real Economy.” Journal of International Economics, 126 (2020), 103328.Google Scholar
Caggese, A.; Cuñat, V.; and Metzger, D.. “Firing the Wrong Workers: Financing Constraints and Labor Misallocation.” Journal of Financial Economics, 133 (2019), 589–607.Google Scholar
Calomiris, C. W.; Orphanides, A.; and Sharpe, S. A.. “Leverage as a State Variable for Employment, Inventory Accumulation and Fixed Investment.” In Asset Prices and the Real Economy, Capie, F. and Wood, G. E., eds. Cham, Switzerland: Springer (1997), 169–196.Google Scholar
Campello, M.; Giambona, E.; Graham, J. R.; and Harvey, C. R.. “Corporate Liquidity Management: A Conceptual Framework and Survey.” Journal of Financial Economics, 97 (2010), 135–162.Google Scholar
Campello, M.; Giambona, E.; Graham, J. R.; and Harvey, C. R.. “Liquidity Management and Corporate Investment During a Financial Crisis.” Review of Financial Studies, 24 (2011), 1944–1979.Google Scholar
Carpenter, R. E., and Petersen, B. C.. “Capital Market Imperfections, High-Tech Investment, and New Equity Financing.” Economic Journal, 112 (2002), F54–F72.Google Scholar
Carvalho, D.; Ferreira, M. A.; and Matos, P.. “Lending Relationships and the Effect of Bank Distress: Evidence from the 2007–2009 Financial Crisis.” Journal of Financial and Quantitative Analysis, 50 (2015), 1165–1197.Google Scholar
Chemmanur, T. J., and Fulghieri, P.. “Reputation, Renegotiation, and the Choice Between Bank Loans and Publicly Traded Debt.” Review of Financial Studies, 7 (1994), 475–506.Google Scholar
Chodorow-Reich, G. “The Employment Effects of Credit Market Disruptions: Firm-Level Evidence from the 2008–9 Financial Crisis.” Quarterly Journal of Economics, 129 (2014), 1–59.Google Scholar
Cingano, F.; Manaresi, F.; and Sette, E.. “Does Credit Crunch Investment Down? New Evidence on the Real Effects of the Bank-Lending Channel.” Review of Financial Studies, 29 (2016), 2737–2773.Google Scholar
Cucculelli, M.; Peruzzi, V.; and Zazzaro, A.. “Relational Capital in Lending Relationships: Evidence from European Family Firms.” Small Business Economics, 52 (2019), 277–301.Google Scholar
Davis, S. J., and Haltiwanger, J.. “Gross Job Creation, Gross Job Destruction, and Employment Reallocation.” Quarterly Journal of Economics, 107 (1992), 819–863.Google Scholar
D’Aurizio, L.; Oliviero, T.; and Romano, L.. “Family Firms, Soft Information and Bank Lending in a Financial Crisis.” Journal of Corporate Finance, 33 (2015), 279–292.Google Scholar
Dinç, I. S. “Bank Reputation, Bank Commitment, and the Effects of Competition in Credit Markets.” Review of Financial Studies, 13 (2000), 781–812.Google Scholar
Drexler, A., and Schoar, A.. “Do Relationships Matter? Evidence from Loan Officer Turnover.” Management Science, 60 (2014), 2722–2736.Google Scholar
Duqi, A.; Tomaselli, A.; and Torluccio, G.. “Is Relationship Lending Still a Mixed Blessing? A Review of Advantages and Disadvantages for Lenders and Borrowers.” Journal of Economic Surveys, 32 (2018), 1446–1482.Google Scholar
EC. “Annual Report on European SMEs 2018/2019.” Technical Report, European Commission (2019).Google Scholar
Ellul, A.; Pagano, M.; and Schivardi, F.. “Employment and Wage Insurance Within Firms: Worldwide Evidence.” Review of Financial Studies, 31 (2017), 1298–1340.Google Scholar
Elsas, R., and Krahnen, J. P.. “Is Relationship Lending Special? Evidence from Credit-File Data in Germany.” Journal of Banking and Finance, 22 (1998), 1283–1316.Google Scholar
ESCB. “Corporate Finance in the Euro Area.” ECB Occasional Paper Series 63, Task Force of the Monetary Policy Committee of the European System of Central Banks (2007).Google Scholar
ESCB. “Corporate Finance and Economic Activity in the Euro Area.” ECB Occasional Paper Series 151, Task Force of the Monetary Policy Committee of the European System of Central Banks (2013).Google Scholar
Faccio, M., and O’Brien, W.. “Business Groups and Employment.” Management Science, 67 (2021), 3321–3984.Google Scholar
Ferri, G.; Minetti, R.; and Murro, P.. “Credit Relationships in the Great Trade Collapse. Micro Evidence from Europe.” Journal of Financial Intermediation, 40 (2019), 100809.Google Scholar
Ferri, G., and Murro, P.. “Do Bank-Firm “Odd-Couples” Exacerbate Credit Rationing?” Journal of Financial Intermediation, 24 (2015), 231–251.Google Scholar
Ferri, G.; Murro, P.; Peruzzi, V.; and Rotondi, Z.. “Bank Lending Technologies and Credit Availability in Europe: What Can We Learn from the Crisis?” Journal of International Money and Finance, 95 (2019), 128–148.Google Scholar
Finegold, D., and Frenkel, S.. “Managing People Where People Really Matter: The Management of Human Resources in Biotech Companies.” International Journal of Human Resource Management, 17 (2006), 1–24.Google Scholar
Gamber, E. N. “Long-Term Risk-Sharing Wage Contracts in an Economy Subject to Permanent and Temporary Shocks.” Journal of Labor Economics, 6 (1988), 83–99.Google Scholar
Gambini, A., and Zazzaro, A.. “Long-Lasting Bank Relationships and Growth of Firms.” Small Business Economics, 40 (2013), 977–1007.Google Scholar
Garmaise, M. J. “Production in Entrepreneurial Firms: The Effects of Financial Constraints on Labor and Capital.” Review of Financial Studies, 21 (2008), 543–577.Google Scholar
Gianfreda, G., and Vallanti, G.. “Institutions’ and Firms’ Adjustments: Measuring the Impact of Courts’ Delays on Job Flows and Productivity.” Journal of Law and Economics, 60 (2017), 135–172.Google Scholar
Giovannini, A.; Mayer, C.; Micossi, S.; Di Noia, C.; Onado, M.; Pagano, M.; and Polo, A.. Restarting European Long-Term Investment Finance. A Green Paper Discussion Document, London (2015).Google Scholar
Giroud, X., and Mueller, H. M.. “Firm Leverage, Consumer Demand, and Employment Losses During the Great Recession.” Quarterly Journal of Economics, 132 (2017), 271–316.Google Scholar
Gopalan, R.; Udell, G. F.; and Yerramilli, V.. “Why Do Firms Form New Banking Relationships?” Journal of Financial and Quantitative Analysis, 46 (2011), 1335–1365.Google Scholar
Guiso, L., and Pistaferri, L.. “The Insurance Role of the Firm.” Geneva Risk and Insurance Review, 45 (2020), 1–23.Google Scholar
Guiso, L.; Pistaferri, L.; and Schivardi, F.. “Insurance Within the Firm.” Journal of Political Economy, 113 (2005), 1054–1087.Google Scholar
Guiso, L.; Sapienza, P.; and Zingales, L.. “Does Local Financial Development Matter?” Quarterly Journal of Economics, 119 (2004), 929–969.Google Scholar
Herrera, A. M., and Minetti, R.. “Informed Finance and Technological Change: Evidence from Credit Relationships.” Journal of Financial Economics, 83 (2007), 223–269.Google Scholar
Holmström, B., and Tirole, J.. “Private and Public Supply of Liquidity.” Journal of Political Economy, 106 (1998), 1–40.Google Scholar
Holmström, B., and Tirole, J.. Inside and Outside Liquidity. Cambridge, MA: MIT Press (2011).Google Scholar
Hoshi, T.; Kashyap, A.; and Scharfstein, D.. “The Role of Banks in Reducing the Costs of Financial Distress in Japan.” Journal of Financial Economics, 27 (1990), 67–88.Google Scholar
Hoshi, T.; Kashyap, A.; and Scharfstein, D.. “Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups.” Quarterly Journal of Economics, 106 (1991), 33–60.Google Scholar
Ichino, A.; Polo, M.; and Rettore, E.. “Are Judges Biased by Labor Market Conditions?” European Economic Review, 47 (2003), 913–944.Google Scholar
Jin, Y.; Fukahori, R.; and Morgavi, H.. “Labour Market Transitions in Italy: Job Separation, Re-Employment and Policy Implications.” OECD Working Paper No. 1291 (2016).Google Scholar
Kang, J.-K., and Shivdasani, A.. “Corporate Restructuring During Performance Declines in Japan.” Journal of Financial Economics, 46 (1997), 29–65.Google Scholar
Kysucky, V., and Norden, L.. “The Benefits of Relationship Lending in a Cross-Country Context: A Meta-Analysis.” Management Science, 62 (2016), 90–110.Google Scholar
Li, Q.; Lourie, B.; Nekrasov, A.; and Shevlin, T. J.. “Employee Turnover and Firm Performance: Large-Sample Archival Evidence.” Management Science, 68 (2021), 5557–6354.Google Scholar
Li, Y.; Lu, R.; and Srinivasan, A.. “Relationship Bank Behavior During Borrower Distress.” Journal of Financial and Quantitative Analysis, 54 (2019), 1231–1262.Google Scholar
Micucci, G., and Rossi, P.. “Debt Restructuring and the Role of Banks’ Organizational Structure and Lending Technologies.” Journal of Financial Services Research, 51 (2017), 339–361.Google Scholar
Minetti, R., and Zhu, S. C.. “Credit Constraints and Firm export: Microeconomic Evidence from Italy.” Journal of International Economics, 83 (2011), 109–125.Google Scholar
Mortensen, D. T., and Pissarides, C. A.. “Job Creation and Job Destruction in the Theory of Unemployment.” Review of Economic Studies, 61 (1994), 397–415.Google Scholar
Mortensen, D. T., and Pissarides, C. A.. “Unemployment Responses to Skill Biased Shocks: The Role of Labor Market Policy.” Economic Journal, 109 (1999), 242–265.Google Scholar
Mueller, H. M., and Philippon, T.. “Family Firms, Paternalism, and Labor Relations.” American Economic Journal: Macroeconomics, 3 (2011), 218–245.Google Scholar
Murro, P., and Peruzzi, V.. “Family Firms and Access to Credit. Is Family Ownership Beneficial?” Journal of Banking and Finance, 101 (2019), 173–187.Google Scholar
Ofek, E. “Capital Structure and Firm Response to Poor Performance: An Empirical Analysis.” Journal of Financial Economics, 34 (1993), 3–30.Google Scholar
Oi, W. J. “Labor as a Quasi-Fixed Factor.” Journal of Political Economy, 70 (1962), 538–555.Google Scholar
Pagano, M. “Risk Sharing Within the Firm: A Primer.” Foundations and Trends in Finance, 12 (2020), 117–198.Google Scholar
Parisi, M. L.; Schiantarelli, F.; and Sembenelli, A.. “Productivity, Innovation and R&D: Micro Evidence for Italy.” European Economic Review, 50 (2006), 2037–2061.Google Scholar
Pavitt, K. “Sectoral Patterns of Technical Change: Towards a Taxonomy and a Theory.” Research Policy, 13 (1984), 343–373.Google Scholar
Petersen, M. A., and Rajan, R. G.. “The Benefits of Lending Relationships: Evidence from Small Business Data.” Journal of Finance, 49 (1994), 3–37.Google Scholar
Popov, A., and Rocholl, J.. “Do Credit Shocks Affect Labor demand? Evidence for Employment and Wages During the Financial Crisis.” Journal of Financial Intermediation, 36 (2018), 16–27.Google Scholar
Presbitero, A. F.; Udell, G. F.; and Zazzaro, A.. “The Home Bias and the Credit Crunch: A Regional Perspective.” Journal of Money, Credit and Banking, 46 (2014), 53–85.Google Scholar
Presbitero, A. F., and Zazzaro, A.. “Competition and Relationship Lending: Friends or Foes?” Journal of Financial Intermediation, 20 (2011), 387–413.Google Scholar
Schäfer, L. ““Forgive but Not Forget”: The Behavior of Relationship Banks When Firms Are in Distress.” Review of Finance, 23 (2019), 1079–1114.Google Scholar
Sette, E., and Gobbi, G.. “Relationship Lending During a Financial Crisis.” Journal of the European Economic Association, 13 (2015), 453–481.Google Scholar
Sharpe, S. A. “Financial Market Imperfections, Firm Leverage, and the Cyclicality of Employment.” American Economic Review, 84 (1994), 1060–1074.Google Scholar
Sraer, D., and Thesmar, D.. “Performance and Behavior of Family Firms: Evidence from the French Stock Market.” Journal of the European Economic Association, 5 (2007), 709–751.Google Scholar
Sufi, A. “Private and Public Supply of Liquidity.” Review of Financial Studies, 22 (2009), 1057–1088.Google Scholar
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