IDEAS home Printed from https://ideas.repec.org/p/iik/wpaper/473.html
   My bibliography  Save this paper

In-kind financing during a pandemic: Trade credit and COVID-19

Author

Listed:
  • Jagriti Srivastava

    (Indian Institute of Management Kozhikode)

  • Balagopal Gopalakrishnan

    (Indian Institute of Management Kozhikode)

Abstract

Using a cross-country quarterly firm-level dataset, we empirically examine the impact of the COVID-19 pandemic on the trade credit channel of firms. In contrast to the impact on trade credit documented during earlier crisis episodes, we find that firms with poor credit quality obtain lower amounts of trade credit from their supplier firms during the quarters following the COVID-19 outbreak. The findings suggest that less creditworthy firms are credit rationed by their suppliers during a product market crisis, in contrast to the credit substitution documented between formal financial institutions and suppliers during a credit market crisis. Furthermore, we document that firms with better growth prospects and firms with better stakeholder relationships are able to obtain trade credit in the post-pandemic period, despite their poor creditworthiness. Our empirical analysis supports the view that supplier financing is conditional on the product market conditions and is not always a generous substitute for bank credit.

Suggested Citation

  • Jagriti Srivastava & Balagopal Gopalakrishnan, 2021. "In-kind financing during a pandemic: Trade credit and COVID-19," Working papers 473, Indian Institute of Management Kozhikode.
  • Handle: RePEc:iik:wpaper:473
    as

    Download full text from publisher

    File URL: https://iimk.ac.in/uploads/publications/3494IIMK_WPS_473_FIN_2021_09_Upload.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lin, Tsung-Te & Chou, Jian-Hsin, 2015. "Trade credit and bank loan: Evidence from Chinese firms," International Review of Economics & Finance, Elsevier, vol. 36(C), pages 17-29.
    2. 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.
    3. Didier, Tatiana & Huneeus, Federico & Larrain, Mauricio & Schmukler, Sergio L., 2021. "Financing firms in hibernation during the COVID-19 pandemic," Journal of Financial Stability, Elsevier, vol. 53(C).
    4. Acharya, Viral & Xu, Zhaoxia, 2017. "Financial dependence and innovation: The case of public versus private firms," Journal of Financial Economics, Elsevier, vol. 124(2), pages 223-243.
    5. Nicholas Wilson & Barbara Summers, 2002. "Trade Credit Terms Offered by Small Firms: Survey Evidence and Empirical Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 29(3&4), pages 317-351.
    6. Min Zhang & Lijun Ma & Jun Su & Wen Zhang, 2014. "Do Suppliers Applaud Corporate Social Performance?," Journal of Business Ethics, Springer, vol. 121(4), pages 543-557, June.
    7. Cheung, Adrian (Waikong) & Pok, Wee Ching, 2019. "Corporate social responsibility and provision of trade credit," Journal of Contemporary Accounting and Economics, Elsevier, vol. 15(3).
    8. Bai, Jennie & Wu, Liuren, 2016. "Anchoring Credit Default Swap Spreads to Firm Fundamentals," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(5), pages 1521-1543, October.
    9. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    10. Inessa Love & Rida Zaidi, 2010. "Trade Credit, Bank Credit and Financial Crisis-super-," International Review of Finance, International Review of Finance Ltd., vol. 10(s1), pages 125-147.
    11. Stefano Ramelli & Alexander F Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 622-655.
    12. Duan, Jin-Chuan & Sun, Jie & Wang, Tao, 2012. "Multiperiod corporate default prediction—A forward intensity approach," Journal of Econometrics, Elsevier, vol. 170(1), pages 191-209.
    13. Dean S. Karlan, 2005. "Using Experimental Economics to Measure Social Capital and Predict Financial Decisions," American Economic Review, American Economic Association, vol. 95(5), pages 1688-1699, December.
    14. Frederic Boissay & Nikhil Patel & Hyun Song Shin, 2020. "Trade credit, trade finance, and the Covid-19 Crisis," BIS Bulletins 24, Bank for International Settlements.
    15. Todd A. Gormley & David A. Matsa, 2014. "Common Errors: How to (and Not to) Control for Unobserved Heterogeneity," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 617-661.
    16. Stefano Ramelli & Alexander F. Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," Swiss Finance Institute Research Paper Series 20-12, Swiss Finance Institute.
    17. Banu Demir & Beata Javorcik, 2020. "Trade finance matters: evidence from the COVID-19 crisis," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 36(Supplemen), pages 397-408.
    18. repec:pri:rpdevs:gamespaper.pdf is not listed on IDEAS
    19. O'Toole, Conor & Casey, Eddie, 2014. "Bank-lending Constraints, Trade Credit and Alternative External Finance since the Financial Crisis: Evidence from European SMEs," Papers RB2014/2/3, Economic and Social Research Institute (ESRI).
    20. Mariassunta Giannetti & Nicolas Serrano-Velarde & Emanuele Tarantino, 2021. "Cheap Trade Credit and Competition in Downstream Markets," Journal of Political Economy, University of Chicago Press, vol. 129(6), pages 1744-1796.
    21. Manuel Adelino & Miguel A Ferreira & Mariassunta Giannetti & Pedro Pires, 2023. "Trade Credit and the Transmission of Unconventional Monetary Policy," The Review of Financial Studies, Society for Financial Studies, vol. 36(2), pages 775-813.
    22. Imad A. Moosa, 2020. "The effectiveness of social distancing in containing Covid-19," Applied Economics, Taylor & Francis Journals, vol. 52(58), pages 6292-6305, December.
    23. Gopalakrishnan, Balagopal & Jacob, Joshy & Mohapatra, Sanket, 2021. "Risk-sensitive Basel regulations and firms’ access to credit: Direct and indirect effects," Journal of Banking & Finance, Elsevier, vol. 126(C).
    24. Nilsen, Jeffrey H, 2002. "Trade Credit and the Bank Lending Channel," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 226-253, February.
    25. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    26. Schwartz, Robert A., 1974. "An Economic Model of Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(4), pages 643-657, September.
    27. 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.
    28. Rui Albuquerque & Yrjo Koskinen & Shuai Yang & Chendi Zhang, 2020. "Resiliency of Environmental and Social Stocks: An Analysis of the Exogenous COVID-19 Market Crash," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 593-621.
    29. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    30. Leora Klapper & Luc Laeven & Raghuram Rajan, 2012. "Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 838-867.
    31. Levine, Ross & Lin, Chen & Xie, Wensi, 2018. "Corporate Resilience to Banking Crises: The Roles of Trust and Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(4), pages 1441-1477, August.
    32. Li, Yan & Lu, Ruichang & Srinivasan, Anand, 2019. "Relationship Bank Behavior during Borrower Distress," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(3), pages 1231-1262, June.
    33. Ding, Wenzhi & Levine, Ross & Lin, Chen & Xie, Wensi, 2021. "Corporate immunity to the COVID-19 pandemic," Journal of Financial Economics, Elsevier, vol. 141(2), pages 802-830.
    34. Love, Inessa & Preve, Lorenzo A. & Sarria-Allende, Virginia, 2007. "Trade credit and bank credit: Evidence from recent financial crises," Journal of Financial Economics, Elsevier, vol. 83(2), pages 453-469, February.
    35. Justin Murfin & Ken Njoroge, 2015. "The Implicit Costs of Trade Credit Borrowing by Large Firms," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 112-145.
    36. Raymond Fisman & Inessa Love, 2003. "Trade Credit, Financial Intermediary Development, and Industry Growth," Journal of Finance, American Finance Association, vol. 58(1), pages 353-374, February.
    37. Boris Hofmann & Ilhyock Shim & Hyun Song Shin, 2020. "Original sin redux and policy responses in emerging market economies during the COVID-19 pandemic," Vox eBook Chapters, in: Simeon Djankov & Ugo Panizza (ed.), COVID-19 in Developing Economies, edition 1, volume 1, chapter 1, pages 353-361, Centre for Economic Policy Research.
    38. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    39. Fabrizio Zerbini, 2017. "CSR Initiatives as Market Signals: A Review and Research Agenda," Journal of Business Ethics, Springer, vol. 146(1), pages 1-23, November.
    40. Marti G. Subrahmanyam & Dragon Yongjun Tang & Sarah Qian Wang, 2014. "Does the Tail Wag the Dog?: The Effect of Credit Default Swaps on Credit Risk," The Review of Financial Studies, Society for Financial Studies, vol. 27(10), pages 2927-2960.
    41. 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).
    42. Coulibaly, Brahima & Sapriza, Horacio & Zlate, Andrei, 2013. "Financial frictions, trade credit, and the 2008–09 global financial crisis," International Review of Economics & Finance, Elsevier, vol. 26(C), pages 25-38.
    43. Karl V. Lins & Henri Servaes & Ane Tamayo, 2017. "Social Capital, Trust, and Firm Performance: The Value of Corporate Social Responsibility during the Financial Crisis," Journal of Finance, American Finance Association, vol. 72(4), pages 1785-1824, August.
    44. Nicholas Wilson & Barbara Summers, 2002. "Trade Credit Terms Offered by Small Firms: Survey Evidence and Empirical Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 29(3‐4), pages 317-351, April.
    45. Jin-Chuan Duan & Tao Wang, 2012. "Measuring Distance-to-Default for Financial and Non-Financial Firms," World Scientific Book Chapters, in: Risk Management Institute, Singapore (ed.), Global Credit Review, chapter 6, pages 95-108, World Scientific Publishing Co. Pte. Ltd..
    46. Bastos, Rafael & Pindado, Julio, 2013. "Trade credit during a financial crisis: A panel data analysis," Journal of Business Research, Elsevier, vol. 66(5), pages 614-620.
    47. Atanasov, Vladimir & Black, Bernard, 2016. "Shock-Based Causal Inference in Corporate Finance and Accounting Research," Critical Finance Review, now publishers, vol. 5(2), pages 207-304, December.
    48. Inessa Love & Rida Zaidi, 2010. "Trade Credit, Bank Credit and Financial Crisis," International Review of Finance, International Review of Finance Ltd., vol. 10(1), pages 125-147, March.
    49. Jin-Chuan Duan & Tao Wang, 2012. "Measuring Distance-to-Default for Financial and Non-Financial Firms," Global Credit Review (GCR), World Scientific Publishing Co. Pte. Ltd., vol. 2(01), pages 95-108.
    50. Santiago Carbó‐Valverde & Francisco Rodríguez‐Fernández & Gregory F. Udell, 2016. "Trade Credit, the Financial Crisis, and SME Access to Finance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(1), pages 113-143, February.
    51. Zhang, Yanlei & García Lara, Juan Manuel & Tribó, Josep A., 2020. "Unpacking the black box of trade credit to socially responsible customers," Journal of Banking & Finance, Elsevier, vol. 119(C).
    52. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
    53. Wagner, Alexander F. & Ramelli, Stefano, 2020. "Feverish Stock Price Reactions to COVID-19," CEPR Discussion Papers 14511, C.E.P.R. Discussion Papers.
    54. Benjamin S. Wilner, 2000. "The Exploitation of Relationships in Financial Distress: The Case of Trade Credit," Journal of Finance, American Finance Association, vol. 55(1), pages 153-178, February.
    55. Laura Alfaro & Anusha Chari & Andrew N. Greenland & Peter K. Schott, 2020. "Aggregate and Firm-Level Stock Returns During Pandemics, in Real Time," NBER Working Papers 26950, National Bureau of Economic Research, Inc.
    56. 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)

    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. Srivastava, Jagriti & Gopalakrishnan, Balagopal, 2021. "In-kind financing during a pandemic: Trade credit and COVID-19," MPRA Paper 108951, University Library of Munich, Germany.
    2. Srivastava, Jagriti & Gopalakrishnan, Balagopal, 2021. "In-kind financing during a pandemic: Trade credit and COVID-19," MPRA Paper 111433, University Library of Munich, Germany, revised Dec 2021.
    3. Gonçalves, Adalto Barbaceia & Schiozer, Rafael F. & Sheng, Hsia Hua, 2018. "Trade credit and product market power during a financial crisis," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 308-323.
    4. Adalto Barbaceia Gonçalves & Rafael Schiozer & Hsia Hua Sheng, 2018. "Trade Credit and Product Market Power during a Financial Crisis," Working Papers CEB 18-004, ULB -- Universite Libre de Bruxelles.
    5. Zhang, Yanlei & García Lara, Juan Manuel & Tribó, Josep A., 2020. "Unpacking the black box of trade credit to socially responsible customers," Journal of Banking & Finance, Elsevier, vol. 119(C).
    6. Li, Tongxia & Lu, Chun & Wang, Hui, 2023. "Stakeholder orientation and trade credit: Evidence from a natural experiment," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 15-34.
    7. 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.
    8. Altunok, Fatih & Mitchell, Karlyn & Pearce, Douglas K., 2020. "The trade credit channel and monetary policy transmission: Empirical evidence from U.S. panel data," The Quarterly Review of Economics and Finance, Elsevier, vol. 78(C), pages 226-250.
    9. Gopalakrishnan, Balagopal & Jacob, Joshy & Mohapatra, Sanket, 2021. "Risk-sensitive Basel regulations and firms’ access to credit: Direct and indirect effects," Journal of Banking & Finance, Elsevier, vol. 126(C).
    10. McGuinness, Gerard & Hogan, Teresa & Powell, Ronan, 2018. "European trade credit use and SME survival," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 81-103.
    11. Abdulla, Yomna & Dang, Viet Anh & Khurshed, Arif, 2020. "Suppliers' listing status and trade credit provision," Journal of Corporate Finance, Elsevier, vol. 60(C).
    12. Lawrenz, Jochen & Oberndorfer, Julia, 2018. "Firm size effects in trade credit supply and demand," Journal of Banking & Finance, Elsevier, vol. 93(C), pages 1-20.
    13. Joye Khoo & Adrian (Wai Kong) Cheung, 2023. "Does skilled labor risk matter to suppliers? Evidence from trade credit," The Financial Review, Eastern Finance Association, vol. 58(2), pages 423-447, May.
    14. 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.
    15. 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.
    16. Tsuruta, Daisuke & Uchida, Hirofumi, 2019. "The real driver of trade credit," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    17. Quoc Viet Pham & Tran Quang Phuc Pham, 2020. "Does Trade Credit Spur Firm Performance? A Case Study in Vietnam," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(3), pages 215-227.
    18. Abdulla, Yomna & Dang, Viet Anh & Khurshed, Arif, 2017. "Stock market listing and the use of trade credit: Evidence from public and private firms," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 391-410.
    19. Norden, Lars & Udell, Gregory F. & Wang, Teng, 2020. "Do bank bailouts affect the provision of trade credit?11All errors are our own. The views expressed in this paper are solely those of the authors and should not be interpreted as reflecting the views ," Journal of Corporate Finance, Elsevier, vol. 60(C).
    20. Dottori, Davide & Micucci, Giacinto & Sigalotti, Laura, 2024. "Trade debts and bank lending in years of crisis," International Review of Financial Analysis, Elsevier, vol. 92(C).

    More about this item

    Keywords

    Trade credit; COVID-19; Financial constraints; Credit default; ESG JEL classification: G21; G28; G32; H12;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • H12 - Public Economics - - Structure and Scope of Government - - - Crisis Management

    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:iik:wpaper:473. 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: Sudheesh Kumar (email available below). General contact details of provider: https://edirc.repec.org/data/iikmmin.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.