IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/20149.html
   My bibliography  Save this paper

Does Financing Spur Small Business Productivity? Evidence from a Natural Experiment

Author

Listed:
  • Karthik Krishnan
  • Debarshi Nandy
  • Manju Puri

Abstract

We analyze how increased access to financing affects firm total factor productivity (TFP) by exploiting a natural experiment following interstate banking deregulations which increased access to bank financing. We find that firms' TFP increases after their states implement these deregulations. Using a regression discontinuity approach based on Small Business Administration's funding eligibility criteria, we show that TFP increases following the deregulations are significantly greater for financially constrained firms. Our results suggest that greater access to financing allows financially constrained firms to invest in productive projects that may otherwise not be taken up.

Suggested Citation

  • Karthik Krishnan & Debarshi Nandy & Manju Puri, 2014. "Does Financing Spur Small Business Productivity? Evidence from a Natural Experiment," NBER Working Papers 20149, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:20149
    Note: CF PR
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w20149.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Nicola Cetorelli & Philip E. Strahan, 2006. "Finance as a Barrier to Entry: Bank Competition and Industry Structure in Local U.S. Markets," Journal of Finance, American Finance Association, vol. 61(1), pages 437-461, February.
    2. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    3. Lichtenberg, Frank R. & Siegel, Donald, 1990. "The effects of leveraged buyouts on productivity and related aspects of firm behavior," Journal of Financial Economics, Elsevier, vol. 27(1), pages 165-194, September.
    4. David J. Denis & Valeriy Sibilkov, 2010. "Financial Constraints, Investment, and the Value of Cash Holdings," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 247-269, January.
    5. Marianne Bertrand & Antoinette Schoar & David Thesmar, 2007. "Banking Deregulation and Industry Structure: Evidence from the French Banking Reforms of 1985," Journal of Finance, American Finance Association, vol. 62(2), pages 597-628, April.
    6. Sandra E. Black & Philip E. Strahan, 2002. "Entrepreneurship and Bank Credit Availability," Journal of Finance, American Finance Association, vol. 57(6), pages 2807-2833, December.
    7. Kerr, William R. & Nanda, Ramana, 2009. "Democratizing entry: Banking deregulations, financing constraints, and entrepreneurship," Journal of Financial Economics, Elsevier, vol. 94(1), pages 124-149, October.
    8. Fracassi, Cesare & Garmaise, Mark J. & Kogan, Shimon & Natividad, Gabriel, 2016. "Business Microloans for U.S. Subprime Borrowers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(1), pages 55-83, February.
    9. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    10. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    11. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    12. Manju Puri & Rebecca Zarutskie, 2012. "On the Life Cycle Dynamics of Venture-Capital- and Non-Venture-Capital-Financed Firms," Journal of Finance, American Finance Association, vol. 67(6), pages 2247-2293, December.
    13. Eric J. Bartelsman & Wayne Gray, 1996. "The NBER Manufacturing Productivity Database," NBER Technical Working Papers 0205, National Bureau of Economic Research, Inc.
    14. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    15. Robert H. McGuckin & Sang V. Nguyen, 1995. "On Productivity and Plant Ownership Change: New Evidence from the Longitudinal Research Database," RAND Journal of Economics, The RAND Corporation, vol. 26(2), pages 257-276, Summer.
    16. 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.
    17. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    18. Butler, Alexander W. & Cornaggia, Jess, 2011. "Does access to external finance improve productivity? Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 99(1), pages 184-203, January.
    19. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    20. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    21. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    22. Thomas J. Chemmanur & Karthik Krishnan & Debarshi K. Nandy, 2011. "How Does Venture Capital Financing Improve Efficiency in Private Firms? A Look Beneath the Surface," The Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 4037-4090.
    23. Hicks, J. R., 1969. "A Theory of Economic History," OUP Catalogue, Oxford University Press, number 9780198811633.
    24. Thomas J. Chemmanur & Shan He & Debarshi K. Nandy, 2010. "The Going-Public Decision and the Product Market," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1855-1908.
    25. Lee, David S., 2008. "Randomized experiments from non-random selection in U.S. House elections," Journal of Econometrics, Elsevier, vol. 142(2), pages 675-697, February.
    26. William R. Kerr & Ramana Nanda, 2009. "Financing Constraints and Entrepreneurship," Harvard Business School Working Papers 10-013, Harvard Business School.
    27. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    28. David J. Denis & Stephen B. McKeon, 2012. "Debt Financing and Financial Flexibility Evidence from Proactive Leverage Increases," The Review of Financial Studies, Society for Financial Studies, vol. 25(6), pages 1897-1929.
    29. Robert H Mcguckin & George A Pascoe, 1988. "The Longitudinal Research Database (LRD): Status And Research Possibilities," Working Papers 88-2, Center for Economic Studies, U.S. Census Bureau.
    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. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    2. Chu, Yongqiang, 2018. "Banking deregulation and credit supply: Distinguishing the balance sheet and the competition channels," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 102-119.
    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. Jiang, Tianjiao & Levine, Ross & Lin, Chen & Wei, Lai, 2020. "Bank deregulation and corporate risk," Journal of Corporate Finance, Elsevier, vol. 60(C).
    5. Canales, Rodrigo & Nanda, Ramana, 2012. "A darker side to decentralized banks: Market power and credit rationing in SME lending," Journal of Financial Economics, Elsevier, vol. 105(2), pages 353-366.
    6. Erik P. Gilje, 2019. "Does Local Access to Finance Matter? Evidence from U.S. Oil and Natural Gas Shale Booms," Management Science, INFORMS, vol. 65(1), pages 1-18, January.
    7. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    8. Chemmanur, Thomas J. & Qin, Jiaqi & Sun, Yan & Yu, Qianqian & Zheng, Xiang, 2020. "How does greater bank competition affect borrower screening? Evidence from China's WTO entry," Journal of Corporate Finance, Elsevier, vol. 65(C).
    9. Popov, Alexander, 2017. "Evidence on finance and economic growth," Working Paper Series 2115, European Central Bank.
    10. Cornaggia, Jess & Mao, Yifei & Tian, Xuan & Wolfe, Brian, 2015. "Does banking competition affect innovation?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 189-209.
    11. Carletti, Elena & Ongena, Steven & Siedlarek, Jan-Peter & Spagnolo, Giancarlo, 2021. "The impacts of stricter merger legislation on bank mergers and acquisitions: Too-Big-To-Fail and competition," Journal of Financial Intermediation, Elsevier, vol. 46(C).
    12. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    13. Kerr, William R. & Nanda, Ramana, 2009. "Democratizing entry: Banking deregulations, financing constraints, and entrepreneurship," Journal of Financial Economics, Elsevier, vol. 94(1), pages 124-149, October.
    14. Shofiqur Rahman, 2020. "Credit supply and capital structure adjustments," Financial Management, Financial Management Association International, vol. 49(4), pages 949-972, December.
    15. Berger, Allen N. & Chen, Ruiyuan (Ryan) & El Ghoul, Sadok & Guedhami, Omrane, 2020. "Who wins and who loses from bank geographic deregulation? Analysis of financially constrained and unconstrained firms," Journal of Corporate Finance, Elsevier, vol. 65(C).
    16. Giorgio Barba Navaretti & Anna Cecilia Rosso, 2023. "Access to capital markets and the geography of productivity leaders and laggards," Journal of Regional Science, Wiley Blackwell, vol. 63(1), pages 64-113, January.
    17. Joshua D Gottlieb & Richard R Townsend & Ting Xu, 2022. "Does Career Risk Deter Potential Entrepreneurs?," The Review of Financial Studies, Society for Financial Studies, vol. 35(9), pages 3973-4015.
    18. Bellón, Carlos, 2014. "Bank Competition, Borrower Competition and Interest Rates," INDEM - Working Paper Business Economic Series id-14-03, Instituto para el Desarrollo Empresarial (INDEM).
    19. Levine, Oliver & Warusawitharana, Missaka, 2021. "Finance and productivity growth: Firm-level evidence," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 91-107.
    20. Wagner, Wolf & Lambert, Thomas & Zhang, Eden Quxian, 2020. "Banks, Political Capital, and Growth," CEPR Discussion Papers 15612, C.E.P.R. Discussion Papers.

    More about this item

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:20149. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.