IDEAS home Printed from https://ideas.repec.org/a/eee/corfin/v80y2023ics0929119923000639.html
   My bibliography  Save this article

The signaling role of trade credit: Evidence from a counterfactual analysis

Author

Listed:
  • Arca, Pasqualina
  • Atzeni, Gianfranco
  • Deidda, Luca

Abstract

We quantify the signaling effect of trade credit on bank credit in a sample of US firms. Our identification strategy relies on the signaling model by Biais and Gollier (1997) and accounts for the endogeneity due to the possibility of self-selection and the simultaneity between banks’ and firms’ credit decisions. We find that: (i) firms’ self-select into trade credit; (ii) firms’ decision to use trade credit results in a higher chance of obtaining bank credit and a lower cost than the counterfactual ones they would have faced if not using trade credit.

Suggested Citation

  • Arca, Pasqualina & Atzeni, Gianfranco & Deidda, Luca, 2023. "The signaling role of trade credit: Evidence from a counterfactual analysis," Journal of Corporate Finance, Elsevier, vol. 80(C).
  • Handle: RePEc:eee:corfin:v:80:y:2023:i:c:s0929119923000639
    DOI: 10.1016/j.jcorpfin.2023.102414
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0929119923000639
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jcorpfin.2023.102414?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. María-José Palacín-Sánchez & Francisco-Javier Canto-Cuevas & Filippo di-Pietro, 2019. "Trade credit versus bank credit: a simultaneous analysis in European SMEs," Small Business Economics, Springer, vol. 53(4), pages 1079-1096, December.
    2. Giuseppe Marotta, 2005. "When do trade credit discounts matter? Evidence from Italian firm-level data," Applied Economics, Taylor & Francis Journals, vol. 37(4), pages 403-416.
    3. Maddala,G. S., 1986. "Limited-Dependent and Qualitative Variables in Econometrics," Cambridge Books, Cambridge University Press, number 9780521338257, October.
    4. Aktas, Nihat & Bodt, Eric de & Lobez, Frédéric & Statnik, Jean-Christophe, 2012. "The information content of trade credit," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1402-1413.
    5. Shehzad L. Mian & Clifford W. Smith, 1994. "Extending Trade Credit And Financing Receivables," Journal of Applied Corporate Finance, Morgan Stanley, vol. 7(1), pages 75-84, March.
    6. Vicente Cuñat, 2007. "Trade Credit: Suppliers as Debt Collectors and Insurance Providers," The Review of Financial Studies, Society for Financial Studies, vol. 20(2), pages 491-527.
    7. Michael Lokshin & Zurab Sajaia, 2004. "Maximum likelihood estimation of endogenous switching regression models," Stata Journal, StataCorp LP, vol. 4(3), pages 282-289, September.
    8. Mariassunta Giannetti & Mike Burkart & Tore Ellingsen, 2011. "What You Sell Is What You Lend? Explaining Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1261-1298.
    9. Martina Engemann & Katharina Eck & Monika Schnitzer, 2014. "Trade Credits and Bank Credits in International Trade: Substitutes or Complements?," The World Economy, Wiley Blackwell, vol. 37(11), pages 1507-1540, November.
    10. 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.
    11. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    12. Gregory E. Elliehausen & John D. Wolken, 1993. "The demand for trade credit: an investigation of motives for trade credit use by small businesses," Staff Studies 165, Board of Governors of the Federal Reserve System (U.S.).
    13. Chee K. Ng & Janet Kiholm Smith & Richard L. Smith, 1999. "Evidence on the Determinants of Credit Terms Used in Interfirm Trade," Journal of Finance, American Finance Association, vol. 54(3), pages 1109-1129, June.
    14. Biais, Bruno & Gollier, Christian, 1997. "Trade Credit and Credit Rationing," The Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 903-937.
    15. Michael Lokshin & Zurab Sajaia, 2011. "Impact of interventions on discrete outcomes: Maximum likelihood estimation of the binary choice models with binary endogenous regressors," Stata Journal, StataCorp LP, vol. 11(3), pages 368-385, September.
    16. Lee, Lung-Fei & Trost, Robert P., 1978. "Estimation of some limited dependent variable models with application to housing demand," Journal of Econometrics, Elsevier, vol. 8(3), pages 357-382, December.
    17. Christina Atanasova, 2012. "How Do Firms Choose Between Intermediary and Supplier Finance?," Financial Management, Financial Management Association International, vol. 41(1), pages 207-228, March.
    18. Mariarosaria Agostino & Francesco Trivieri, 2014. "Does trade credit play a signalling role? Some evidence from SMEs microdata," Small Business Economics, Springer, vol. 42(1), pages 131-151, January.
    19. David W. Carter & J. Walter Milon, 2005. "Price Knowledge in Household Demand for Utility Services," Land Economics, University of Wisconsin Press, vol. 81(2).
    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. Gianfranco E. Atzeni & P. Arca & LG Deidda, 2021. "The Signalling Role of Trade Credit on Loan Contracts: Evidence from a Counterfactual Analysis," Working Paper CRENoS 202106, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    2. Bertrand, Jérémie & Murro, Pierluigi, 2022. "Firm–bank “odd couples” and trade credit: Evidence from Italian small- and medium-sized enterprises," Economic Modelling, Elsevier, vol. 111(C).
    3. Mariarosaria Agostino & Francesco Trivieri, 2014. "Does trade credit play a signalling role? Some evidence from SMEs microdata," Small Business Economics, Springer, vol. 42(1), pages 131-151, January.
    4. Martin Boyer, M. & Gobert, Karine, 2009. "The impact of switching costs on vendor financing," Finance Research Letters, Elsevier, vol. 6(4), pages 236-241, December.
    5. D'Mello, Ranjan & Toscano, Francesca, 2020. "Economic policy uncertainty and short-term financing: The case of trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    6. Pierluigi Murro & Valentina Peruzzi, 2022. "Relationship lending and the use of trade credit: the role of relational capital and private information," Small Business Economics, Springer, vol. 59(1), pages 327-360, June.
    7. Belinda L. Del Gaudio & Gabriele Sampagnaro & Claudio Porzio & Vincenzo Verdoliva, 2022. "The signaling role of trade credit in bank lending decisions: Evidence from small and medium‐sized enterprises," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(1-2), pages 327-354, January.
    8. Patrice Fontaine & Sujiao Zhao, 2021. "Suppliers as financial intermediaries: Trade credit for undervalued firms," Post-Print hal-03507994, HAL.
    9. Afrifa, Godfred Adjapong & Gyapong, Ernest & Monem, Reza M., 2018. "Product differentiation, market dynamics and the value relevance of trade payables: Evidence from UK listed firms," Journal of Contemporary Accounting and Economics, Elsevier, vol. 14(3), pages 235-253.
    10. Mai Dao & Trung Pham & Hongkang Xu, 2022. "Internal control effectiveness and trade credit," Review of Quantitative Finance and Accounting, Springer, vol. 59(4), pages 1423-1452, November.
    11. Guillaume Andrieu & Raffaele Staglianò & Peter Zwan, 2018. "Bank debt and trade credit for SMEs in Europe: firm-, industry-, and country-level determinants," Small Business Economics, Springer, vol. 51(1), pages 245-264, June.
    12. Goto, Shingo & Xiao, Gang & Xu, Yan, 2015. "As told by the supplier: Trade credit and the cross section of stock returns," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 296-309.
    13. Francisco-Javier Canto-Cuevas & María-José Palacín-Sánchez & Filippo Di Pietro, 2019. "Trade Credit as a Sustainable Resource during an SME’s Life Cycle," Sustainability, MDPI, vol. 11(3), pages 1-16, January.
    14. Nam, Hocheol & Uchida, Konari, 2019. "Accounts payable and firm value: International evidence," Journal of Banking & Finance, Elsevier, vol. 102(C), pages 116-137.
    15. Hasan, Mostafa Monzur & Habib, Ahsan, 2019. "Social capital and trade credit," International Review of Financial Analysis, Elsevier, vol. 61(C), pages 158-174.
    16. Klenio Barbosa & Humberto Moreira & Walter Novaes, 2017. "Interest Rates in Trade Credit Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(1), pages 75-113, February.
    17. Casey, Eddie & O'Toole, Conor M., 2014. "Bank lending constraints, trade credit and alternative financing during the financial crisis: Evidence from European SMEs," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 173-193.
    18. Mateut, Simona & Mizen, Paul & Ziane, Ydriss, 2015. "Inventory composition and trade credit," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 434-446.
    19. Maria Cristina Arcuri & Raoul Pisani, 2021. "Is Trade Credit a Sustainable Resource for Medium-Sized Italian Green Companies?," Sustainability, MDPI, vol. 13(5), pages 1-19, March.
    20. Michael Machokoto & Daniel Gyimah & Boulis Maher Ibrahim, 2022. "The evolution of trade credit: new evidence from developed versus developing countries," Review of Quantitative Finance and Accounting, Springer, vol. 59(3), pages 857-912, October.

    More about this item

    Keywords

    Trade credit; Asymmetric information; Counterfactual; Signaling; Bank credit; Cost of credit; Endogenous switching regression;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:eee:corfin:v:80:y:2023:i:c:s0929119923000639. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jcorpfin .

    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.