[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v69y2023i2p723-740.html
   My bibliography  Save this article

The Causal Impact of Distance on Bank Lending

Author

Listed:
  • Christoph Herpfer

    (Goizueta Business School, Emory University, Atlanta, Georgia 30322)

  • Aksel Mjøs

    (Department of Finance, Norwegian School of Economics, 5045 Bergen, Norway)

  • Cornelius Schmidt

    (Department of Finance, Norwegian School of Economics, 5045 Bergen, Norway; DG FISMA, European Commission, Brussels 1049, Belgium)

Abstract
We investigate the role of physical distance in corporate lending by exploiting infrastructure improvements as shocks to travel time. Lower travel time increases the likelihood of initiating a new banking relationship, consistent with an economic surplus from lower transaction costs. In existing lending relationships, banks capture part of this surplus by increasing interest rates, in particular, if banks have higher bargaining power. Reductions in travel time to competing banks have the opposite effects. Banks benefit from improved infrastructure through an increase in clients, and lenders that rely more on technology do not exhibit sensitivity to changes in distance.

Suggested Citation

  • Christoph Herpfer & Aksel Mjøs & Cornelius Schmidt, 2023. "The Causal Impact of Distance on Bank Lending," Management Science, INFORMS, vol. 69(2), pages 723-740, February.
  • Handle: RePEc:inm:ormnsc:v:69:y:2023:i:2:p:723-740
    DOI: 10.1287/mnsc.2022.4346
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2022.4346
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2022.4346?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
    ---><---

    References listed on IDEAS

    as
    1. Hans Degryse & Steven Ongena, 2005. "Distance, Lending Relationships, and Competition," Journal of Finance, American Finance Association, vol. 60(1), pages 231-266, February.
    2. Ross Levine & Chen Lin & Qilin Peng & Wensi Xie, 2020. "Communication within Banking Organizations and Small Business Lending," The Review of Financial Studies, Society for Financial Studies, vol. 33(12), pages 5750-5783.
    3. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    4. von Thadden, Ernst-Ludwig, 2004. "Asymmetric information, bank lending and implicit contracts: the winner's curse," Finance Research Letters, Elsevier, vol. 1(1), pages 11-23, March.
    5. Brown, James R. & Cookson, J. Anthony & Heimer, Rawley Z., 2019. "Growing up without finance," Journal of Financial Economics, Elsevier, vol. 134(3), pages 591-616.
    6. Knyazeva, Anzhela & Knyazeva, Diana, 2012. "Does being your bank’s neighbor matter?," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1194-1209.
    7. Shai Bernstein & Xavier Giroud & Richard R. Townsend, 2016. "The Impact of Venture Capital Monitoring," Journal of Finance, American Finance Association, vol. 71(4), pages 1591-1622, August.
    8. Hans Degryse & Luc Laeven & Steven Ongena, 2009. "The Impact of Organizational Structure and Lending Technology on Banking Competition," Review of Finance, European Finance Association, vol. 13(2), pages 225-259.
    9. Alexander W. Butler, 2008. "Distance Still Matters: Evidence from Municipal Bond Underwriting," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 763-784, April.
    10. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    11. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    12. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    13. Bellucci, Andrea & Borisov, Alexander & Zazzaro, Alberto, 2013. "Do banks price discriminate spatially? Evidence from small business lending in local credit markets," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4183-4197.
    14. 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).
    15. Degryse, Hans & Matthews, Kent & Zhao, Tianshu, 2018. "SMEs and access to bank credit: Evidence on the regional propagation of the financial crisis in the UK," Journal of Financial Stability, Elsevier, vol. 38(C), pages 53-70.
    16. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    17. Bronson Argyle & Taylor D. Nadauld & Christopher Palmer, 2020. "Real Effects of Search Frictions in Consumer Credit Markets," NBER Working Papers 26645, National Bureau of Economic Research, Inc.
    18. Mueller, Holger & Giroud, Xavier, 2015. "Capital and Labor Reallocation within Firms," CEPR Discussion Papers 10360, C.E.P.R. Discussion Papers.
    19. Beck, Thorsten & Degryse, Hans & De Haas, Ralph & van Horen, Neeltje, 2018. "When arm's length is too far: Relationship banking over the credit cycle," Journal of Financial Economics, Elsevier, vol. 127(1), pages 174-196.
    20. Giannetti, Mariassunta & Laeven, Luc, 2012. "The flight home effect: Evidence from the syndicated loan market during financial crises," Journal of Financial Economics, Elsevier, vol. 104(1), pages 23-43.
    21. Kim, Moshe & Vale, Bent, 2001. "Non-price strategic behavior: the case of bank branches," International Journal of Industrial Organization, Elsevier, vol. 19(10), pages 1583-1602, December.
    22. Xavier Giroud, 2013. "Proximity and Investment: Evidence from Plant-Level Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 861-915.
    23. Xavier Giroud & Holger M. Mueller, 2015. "Capital and Labor Reallocation within Firms," Journal of Finance, American Finance Association, vol. 70(4), pages 1767-1804, August.
    24. Michael Schwert, 2018. "Bank Capital and Lending Relationships," Journal of Finance, American Finance Association, vol. 73(2), pages 787-830, April.
    25. Vasso Ioannidou & Steven Ongena, 2010. "“Time for a Change”: Loan Conditions and Bank Behavior when Firms Switch Banks," Journal of Finance, American Finance Association, vol. 65(5), pages 1847-1877, October.
    26. Hollander, Stephan & Verriest, Arnt, 2016. "Bridging the gap: the design of bank loan contracts and distance," Journal of Financial Economics, Elsevier, vol. 119(2), pages 399-419.
    27. Steven Drucker & Manju Puri, 2005. "On the Benefits of Concurrent Lending and Underwriting," Journal of Finance, American Finance Association, vol. 60(6), pages 2763-2799, December.
    28. Hoai-Luu Q. Nguyen, 2019. "Are Credit Markets Still Local? Evidence from Bank Branch Closings," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 1-32, January.
    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. Adams, Robert M. & Brevoort, Kenneth P. & Driscoll, John C., 2023. "Is lending distance really changing? Distance dynamics and loan composition in small business lending," Journal of Banking & Finance, Elsevier, vol. 156(C).
    2. Canta, Chiara & Nilsen, Øivind A. & Ulsaker, Simen A., 2023. "Competition and risk taking in local bank markets: Evidence from the business loans segment," Journal of Empirical Finance, Elsevier, vol. 73(C), pages 153-169.
    3. Thiago Christiano Silva & Carlos Eduardo de Almeida & Solange Maria Guerra & Benjamin Miranda Tabak, 2024. "COVID-19 and Credit Reallocation: evidence from bank branch lending in Brazil," Working Papers Series 601, Central Bank of Brazil, Research Department.
    4. Qiankun Gu & Jeong‐Bon Kim & Ke Liao & Yi Si, 2023. "Decentralising for local information? Evidence from state‐owned listed firms in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(5), pages 5245-5276, December.

    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. Luca Papi & Emma Sarno & Alberto Zazzaro, 2017. "The geographical network of bank organizations: issues and evidence for Italy," Chapters, in: Ron Martin & Jane Pollard (ed.), Handbook on the Geographies of Money and Finance, chapter 8, pages 156-196, Edward Elgar Publishing.
    2. Ghosh, Chinmoy & He, Fan, 2023. "The impact of laws and institutions on financial contracts: Evidence from relationship lending across the world," Journal of Banking & Finance, Elsevier, vol. 148(C).
    3. Beck, Thorsten & Ongena, Steven & Şendeniz-Yüncü, İlkay, 2019. "Keep walking? Geographical proximity, religion, and relationship banking," Journal of Corporate Finance, Elsevier, vol. 55(C), pages 49-68.
    4. Hollander, Stephan & Verriest, Arnt, 2016. "Bridging the gap: the design of bank loan contracts and distance," Journal of Financial Economics, Elsevier, vol. 119(2), pages 399-419.
    5. Cerqueiro, Geraldo & Degryse, Hans & Ongena, Steven, 2011. "Rules versus discretion in loan rate setting," Journal of Financial Intermediation, Elsevier, vol. 20(4), pages 503-529, October.
    6. Bellucci, Andrea & Borisov, Alexander & Giombini, Germana & Zazzaro, Alberto, 2015. "Collateral and Local Lending: Testing the Lender-Based Theory," HIT-REFINED Working Paper Series 21, Institute of Economic Research, Hitotsubashi University.
    7. Qian, Xuesong & Kong, Dongmin & Du, Li, 2019. "Proximity, information, and loan pricing in internal capital markets: Evidence from China," China Economic Review, Elsevier, vol. 54(C), pages 434-456.
    8. Oliver Rehbein & Simon Rother, 2020. "The Role of Social Networks in Bank Lending," ECONtribute Discussion Papers Series 033, University of Bonn and University of Cologne, Germany.
    9. José María Liberti & Mitchell A. Petersen, 2018. "Information: Hard and Soft," NBER Working Papers 25075, National Bureau of Economic Research, Inc.
    10. Uchida, Hirofumi & Udell, Gregory F. & Yamori, Nobuyoshi, 2012. "Loan officers and relationship lending to SMEs," Journal of Financial Intermediation, Elsevier, vol. 21(1), pages 97-122.
    11. Shusen Qi & Ralph De Haas & Steven Ongena & Stefan Straetmans & Tamas Vadasz, 2017. "Move a Little Closer? Information Sharing and the Spatial Clustering of Bank Branches," Swiss Finance Institute Research Paper Series 17-74, Swiss Finance Institute, revised Jun 2023.
    12. Filippo De Marco & Silvio Petriconi, 2019. "Bank Competition and Information Production," BAFFI CAREFIN Working Papers 19130, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    13. Norden, L., 2015. "The Role of Banks in SME Finance," ERIM Inaugural Address Series Research in Management EIA-2015-062-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam..
    14. Keil, Jan, 2023. "Lending relationships when creditors are in control," Journal of Corporate Finance, Elsevier, vol. 79(C).
    15. van der Plaat, Mark, 2020. "Loan sales and the tyranny of tistance in U.S. residential mortgage lending," MPRA Paper 107519, University Library of Munich, Germany, revised 20 Apr 2021.
    16. Thorsten Beck & Vasso Ioannidou & Larissa Schäfer, 2018. "Foreigners vs. Natives: Bank Lending Technologies and Loan Pricing," Management Science, INFORMS, vol. 64(8), pages 3792-3820, August.
    17. Ross Levine & Chen Lin & Qilin Peng & Wensi Xie, 2020. "Communication within Banking Organizations and Small Business Lending," The Review of Financial Studies, Society for Financial Studies, vol. 33(12), pages 5750-5783.
    18. Artashes Karapetyan & Bogdan Stacescu, 2014. "Information Sharing and Information Acquisition in Credit Markets," Review of Finance, European Finance Association, vol. 18(4), pages 1583-1615.
    19. Bellucci, Andrea & Borisov, Alexander & Giombini, Germana & Zazzaro, Alberto, 2019. "Collateralization and distance," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 205-217.
    20. Geng, Chunxiao & Li, Donghui & Sun, Jian & Yuan, Chun, 2023. "Functional distance and bank loan pricing: Evidence from the opening of high-speed railway in China," Journal of Banking & Finance, Elsevier, vol. 149(C).

    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:inm:ormnsc:v:69:y:2023:i:2:p:723-740. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.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.