IDEAS home Printed from https://ideas.repec.org/p/vuw/vuwecf/20151.html
   My bibliography  Save this paper

Financial constraints and productivity: Evidence from Canadian SMEs

Author

Listed:
  • Cao, Shutao
  • Leung, Danny

Abstract

The degree to which financial constraints are binding is often not directly observable in commonly used business data sets (e.g., Compustat). In this paper, we measure and estimate the likelihood of a firm being constrained by external financing using a data set of small and medium-sized Canadian firms. Our measure separates the need for financing from the degree of being constrained, conditional on the need for financing. We find that firm size, the current debt-to-asset ratio and cash flow are robust indicators that can be used as a proxy for financial constraint. The total debt-to-asset ratio is not, however, a statistically significant indicator of financial constraint. In addition, firms with higher cash flow are less likely to need external financing and to be constrained if they do need it. We then estimate the firm-level total factor productivity by taking into account the measured likelihood of binding financial constraints. Coefficient estimates for labor and capital in the structural estimation of production function can be downward biased if financial constraints are omitted, because production inputs are negatively correlated with the likelihood of being constrained by external financing. This in turn leads to an upward bias in total factor productivity, which is about 4 percent according to our estimation. Finally, both investment and employment growth are negatively affected by the measured degree of financial constraints, pointing to the contribution of financial constraints to misallocation.

Suggested Citation

  • Cao, Shutao & Leung, Danny, 2017. "Financial constraints and productivity: Evidence from Canadian SMEs," Working Paper Series 20151, Victoria University of Wellington, School of Economics and Finance.
  • Handle: RePEc:vuw:vuwecf:20151
    as

    Download full text from publisher

    File URL: https://ir.wgtn.ac.nz/handle/123456789/20151
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gilchrist, Simon & Himmelberg, Charles P., 1995. "Evidence on the role of cash flow for investment," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 541-572, December.
    2. Jang-Sup Shin, 2011. "Finance and Economic Development in China: An Introduction," Global Economic Review, Taylor & Francis Journals, vol. 40(2), pages 141-143.
    3. Christopher A. Hennessy & Toni M. Whited, 2007. "How Costly Is External Financing? Evidence from a Structural Estimation," Journal of Finance, American Finance Association, vol. 62(4), pages 1705-1745, August.
    4. Caggese, Andrea, 2007. "Financing constraints, irreversibility, and investment dynamics," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 2102-2130, October.
    5. Jan De Loecker, 2013. "Detecting Learning by Exporting," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 1-21, August.
    6. Sai Ding & Alessandra Guariglia & Richard Harris, 2016. "The determinants of productivity in Chinese large and medium-sized industrial firms, 1998–2007," Journal of Productivity Analysis, Springer, vol. 45(2), pages 131-155, April.
    7. Benjamin Moll, 2014. "Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?," American Economic Review, American Economic Association, vol. 104(10), pages 3186-3221, October.
    8. Neumeyer, Pablo A. & Perri, Fabrizio, 2005. "Business cycles in emerging economies: the role of interest rates," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 345-380, March.
    9. Annalisa Ferrando & Alessandro Ruggieri, 2018. "Financial constraints and productivity: Evidence from euro area companies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 23(3), pages 257-282, July.
    10. Ackerberg, Daniel & Lanier Benkard, C. & Berry, Steven & Pakes, Ariel, 2007. "Econometric Tools for Analyzing Market Outcomes," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 63, Elsevier.
    11. Levine, Oliver & Warusawitharana, Missaka, 2021. "Finance and productivity growth: Firm-level evidence," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 91-107.
    12. Russell Cooper & Joao Ejarque, 2003. "Financial Frictions and Investment: Requiem in Q," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 6(4), pages 710-728, October.
    13. Luís M B Cabral & José Mata, 2003. "On the Evolution of the Firm Size Distribution: Facts and Theory," American Economic Review, American Economic Association, vol. 93(4), pages 1075-1090, September.
    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. Andrew B. Abel & Janice C. Eberly, 2011. "How Q and Cash Flow Affect Investment without Frictions: An Analytic Explanation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(4), pages 1179-1200.
    16. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    17. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
    18. 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.
    19. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    20. Baldwin, John R. & Leung, Danny & Rispoli, Luke, 2013. "Canadian Labour Productivity Differences Across Firm Size Classes, 2002 to 2008," The Canadian Productivity Review 2013032e, Statistics Canada, Economic Analysis Division.
    21. Ulrich Doraszelski & Jordi Jaumandreu, 2013. "R&D and Productivity: Estimating Endogenous Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1338-1383.
    22. Aydoḡan Alti, 2003. "How Sensitive Is Investment to Cash Flow When Financing Is Frictionless?," Journal of Finance, American Finance Association, vol. 58(2), pages 707-722, April.
    23. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    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. Afonso, Oscar, 2023. "Inflation, technological-knowledge bias, and wages," Research in Economics, Elsevier, vol. 77(1), pages 91-103.
    2. Afonso, Oscar & Gil, Pedro Mazeda, 2024. "Territorial comparative advantage, wage inequality, and monetary policy in the global world," Journal of International Money and Finance, Elsevier, vol. 143(C).

    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. Cao, Shutao & Leung, Danny, 2020. "Credit constraints and productivity of SMEs: Evidence from Canada," Economic Modelling, Elsevier, vol. 88(C), pages 163-180.
    2. Shutao Cao & Danny Leung, 2016. "Financial Constraint and Productivity: Evidence from Canadian SMEs," Staff Working Papers 16-44, Bank of Canada.
    3. Francesco Manaresi & Mr. Nicola Pierri, 2019. "Credit Supply and Productivity Growth," IMF Working Papers 2019/107, International Monetary Fund.
    4. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," BIS Working Papers 711, Bank for International Settlements.
    5. Simone Lenzu & Francesco Manaresi, 2019. "Sources and implications of resource misallocation: new evidence from firm-level marginal products and user costs," Questioni di Economia e Finanza (Occasional Papers) 485, Bank of Italy, Economic Research and International Relations Area.
    6. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," Temi di discussione (Economic working papers) 1168, Bank of Italy, Economic Research and International Relations Area.
    7. Andrés Rodríguez‐Pose & Roberto Ganau & Kristina Maslauskaite & Monica Brezzi, 2021. "Credit constraints, labor productivity, and the role of regional institutions: Evidence from manufacturing firms in Europe," Journal of Regional Science, Wiley Blackwell, vol. 61(2), pages 299-328, March.
    8. Cao, Dan & Lorenzoni, Guido & Walentin, Karl, 2019. "Financial frictions, investment, and Tobin’s q," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 105-122.
    9. Andrei, Daniel & Mann, William & Moyen, Nathalie, 2019. "Why did the q theory of investment start working?," Journal of Financial Economics, Elsevier, vol. 133(2), pages 251-272.
    10. Lenzu, Simone & Manaresi, Francesco, 2018. "Do Marginal Products Differ from User Costs? Micro-Level Evidence from Italian Firms," Working Papers 276, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    11. Ek, Chanbora & Wu, Guiying Laura, 2018. "Investment-cash flow sensitivities and capital misallocation," Journal of Development Economics, Elsevier, vol. 133(C), pages 220-230.
    12. Dean Corbae & Pablo D’Erasmo, 2021. "Reorganization or Liquidation: Bankruptcy Choice and Firm Dynamics [Does Industry-wide distress Affect Defaulted Firms? Evidence from Creditor Recoveries]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(5), pages 2239-2274.
    13. Jason G. Cummins & Kevin A. Hassett & Stephen D. Oliner, 2006. "Investment Behavior, Observable Expectations, and Internal Funds," American Economic Review, American Economic Association, vol. 96(3), pages 796-810, June.
    14. repec:hal:wpspec:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu is not listed on IDEAS
    15. repec:spo:wpmain:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu is not listed on IDEAS
    16. Francesco Manaresi & Nicola Pierri, 2024. "The Asymmetric Effect of Credit Supply on Firm‐Level Productivity Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 56(4), pages 677-704, June.
    17. repec:spo:wpecon:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu is not listed on IDEAS
    18. Sylvain Catherine & Thomas Chaney & Zongbo Huang & David Sraer & David Thesmar, 2022. "Quantifying Reduced‐Form Evidence on Collateral Constraints," Journal of Finance, American Finance Association, vol. 77(4), pages 2143-2181, August.
    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. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    21. repec:hal:spmain:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu is not listed on IDEAS
    22. Caggese, Andrea, 2007. "Testing financing constraints on firm investment using variable capital," Journal of Financial Economics, Elsevier, vol. 86(3), pages 683-723, December.
    23. Lou, Zhaohui & Xie, Qizhuo & Shen, Jim Huangnan & Lee, Chien-Chiang, 2024. "Does Supply Chain Finance (SCF) alleviate funding constraints of SMEs? Evidence from China," Research in International Business and Finance, Elsevier, vol. 67(PA).
    24. Neira, Julian, 2019. "Bankruptcy and cross-country differences in productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 359-381.

    More about this item

    Keywords

    Productivity; Financial constraint; Production function;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

    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:vuw:vuwecf:20151. 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: Library Technology Services (email available below). General contact details of provider: https://edirc.repec.org/data/egvuwnz.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.