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Do banks price production process failures? Evidence from product recalls

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  • Zhang, Shafu
  • Magnan, Michel
  • Qiu, Yetaotao
  • Zeng, Cheng Colin

Abstract

This paper examines the impact of product failures on the pricing of bank loans using hand-collected data on product recalls. We find that banks tend to charge higher loan prices for firms involved in product recalls. Uncertainty as to a recall's ultimate impact on a firm's credit risk conditions banks’ loan-pricing reaction, as reflected in a firm's default risk, information asymmetry and governance deficiency, and by the damage to its reputation, arising from the recall. Further analysis reveals that the impact of product recalls on the cost of debt is stronger in firms that rely more extensively on bank financing, firms with more severe recalls, and those adopting passive recall strategies. However, medical device firms, for which product recalls are often considered a normal part of doing business, do not experience a rise in their bank financing costs following a recall. Finally, we find that recall firms experience a deterioration in their financial performance and a rise in product lawsuits post recall. Overall, our findings shed new light on the economic consequences of product failures through the lens of creditors.

Suggested Citation

  • Zhang, Shafu & Magnan, Michel & Qiu, Yetaotao & Zeng, Cheng Colin, 2022. "Do banks price production process failures? Evidence from product recalls," Journal of Banking & Finance, Elsevier, vol. 135(C).
  • Handle: RePEc:eee:jbfina:v:135:y:2022:i:c:s0378426621003174
    DOI: 10.1016/j.jbankfin.2021.106366
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    as
    1. Kee‐Hong Bae & Vidhan K. Goyal, 2009. "Creditor Rights, Enforcement, and Bank Loans," Journal of Finance, American Finance Association, vol. 64(2), pages 823-860, April.
    2. Olivier Rubel & Prasad A. Naik & Shuba Srinivasan, 2011. "Optimal Advertising When Envisioning a Product-Harm Crisis," Marketing Science, INFORMS, vol. 30(6), pages 1048-1065, November.
    3. Graham, John R. & Li, Si & Qiu, Jiaping, 2008. "Corporate misreporting and bank loan contracting," Journal of Financial Economics, Elsevier, vol. 89(1), pages 44-61, July.
    4. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    5. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Post-Print hal-00852356, HAL.
    6. Parvez Ahmed & John Gardella & Sudhir Nanda, 2002. "Wealth Effect of Drug Withdrawals on Firms and Their Competitors," Financial Management, Financial Management Association, vol. 31(3), Fall.
    7. Michael C. Jensen, 2010. "The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 43-58, January.
    8. Sriram Thirumalai & Kingshuk K. Sinha, 2011. "Product Recalls in the Medical Device Industry: An Empirical Exploration of the Sources and Financial Consequences," Management Science, INFORMS, vol. 57(2), pages 376-392, February.
    9. Mustafa Ciftci & Masako Darrough, 2016. "Does the Riskiness of R&D Outweigh Its Benefits? The Perspective of US Private Lenders," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 43(5-6), pages 654-692, May.
    10. Dain C. Donelson & Ross Jennings & John Mcinnis, 2017. "Financial Statement Quality and Debt Contracting: Evidence from a Survey of Commercial Lenders," Contemporary Accounting Research, John Wiley & Sons, vol. 34(4), pages 2051-2093, December.
    11. Himme, Alexander & Fischer, Marc, 2014. "Drivers of the cost of capital: The joint role of non-financial metrics," International Journal of Research in Marketing, Elsevier, vol. 31(2), pages 224-238.
    12. Omer N. Gokalp & Sami Keskek & Abdullah Kumas & Marshall A. Geiger, 2020. "Insider trading around auto recalls: Does investor attention matter?," Review of Quantitative Finance and Accounting, Springer, vol. 55(3), pages 1003-1033, October.
    13. Kaitlin D. Wowak & Christopher A. Boone, 2015. "So Many Recalls, So Little Research: A Review of the Literature and Road map for Future Research," Journal of Supply Chain Management, Institute for Supply Management, vol. 51(4), pages 54-72, October.
    14. Byun, Seong K. & Oh, Jong-Min, 2018. "Local corporate social responsibility, media coverage, and shareholder value," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 68-86.
    15. Chava, Sudheer & Purnanandam, Amiyatosh, 2011. "The effect of banking crisis on bank-dependent borrowers," Journal of Financial Economics, Elsevier, vol. 99(1), pages 116-135, January.
    16. Gao, Haoyu & Wang, Junbo & Wang, Yanchu & Wu, Chunchi & Dong, Xi, 2020. "Media Coverage and the Cost of Debt," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(2), pages 429-471, March.
    17. Gus Franco & Ole-Kristian Hope & Haihao Lu, 2017. "Managerial ability and bank-loan pricing," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(9-10), pages 1315-1337, October.
    18. Nguyen, Bang Dang & Nielsen, Kasper Meisner, 2010. "The value of independent directors: Evidence from sudden deaths," Journal of Financial Economics, Elsevier, vol. 98(3), pages 550-567, December.
    19. Dowdell, Thomas D. & Govindaraj, Suresh & Jain, Prem C., 1992. "The Tylenol Incident, Ensuing Regulation, and Stock Prices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 27(2), pages 283-301, June.
    20. Chen, Peter F. & He, Shaohua & Ma, Zhiming & Stice, Derrald, 2016. "The information role of audit opinions in debt contracting," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 121-144.
    21. Duffie, Darrell & Lando, David, 2001. "Term Structures of Credit Spreads with Incomplete Accounting Information," Econometrica, Econometric Society, vol. 69(3), pages 633-664, May.
    22. Bae, Kee-Hong & El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Zheng, Ying, 2019. "Does corporate social responsibility reduce the costs of high leverage? Evidence from capital structure and product market interactions," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 135-150.
    23. Armstrong, Christopher S. & Balakrishnan, Karthik & Cohen, Daniel, 2012. "Corporate governance and the information environment: Evidence from state antitakeover laws," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 185-204.
    24. Suresh Govindaraj & Bikki Jaggi & Beixin Lin, 2004. "Market Overreaction to Product Recall Revisited--The Case of Firestone Tires and the Ford Explorer," Review of Quantitative Finance and Accounting, Springer, vol. 23(1), pages 31-54, July.
    25. Anna M. Costello & Regina Wittenberg‐Moerman*, 2011. "The Impact of Financial Reporting Quality on Debt Contracting: Evidence from Internal Control Weakness Reports," Journal of Accounting Research, Wiley Blackwell, vol. 49(1), pages 97-136, March.
    26. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2011. "Ownership structure and the cost of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 100(1), pages 1-23, April.
    27. A. Burak Güner, 2006. "Loan Sales and the Cost of Corporate Borrowing," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 687-716.
    28. Gary H. Chao & Seyed M. R. Iravani & R. Canan Savaskan, 2009. "Quality Improvement Incentives and Product Recall Cost Sharing Contracts," Management Science, INFORMS, vol. 55(7), pages 1122-1138, July.
    29. JOSEPH A. McCAHERY & ZACHARIAS SAUTNER & LAURA T. STARKS, 2016. "Behind the Scenes: The Corporate Governance Preferences of Institutional Investors," Journal of Finance, American Finance Association, vol. 71(6), pages 2905-2932, December.
    30. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Journal of Finance, American Finance Association, vol. 68(4), pages 1407-1440, August.
    31. Berman, Barry, 1999. "Planning for the inevitable product recall," Business Horizons, Elsevier, vol. 42(2), pages 69-78.
    32. Lian Fen Lee & Amy P. Hutton & Susan Shu, 2015. "The Role of Social Media in the Capital Market: Evidence from Consumer Product Recalls," Journal of Accounting Research, Wiley Blackwell, vol. 53(2), pages 367-404, May.
    33. Sanjeev Bhojraj & Partha Sengupta, 2003. "Effect of Corporate Governance on Bond Ratings and Yields: The Role of Institutional Investors and Outside Directors," The Journal of Business, University of Chicago Press, vol. 76(3), pages 455-476, July.
    34. Ying Cao & Linda A. Myers & Thomas C. Omer, 2012. "Does Company Reputation Matter for Financial Reporting Quality? Evidence from Restatements," Contemporary Accounting Research, John Wiley & Sons, vol. 29(3), pages 956-990, September.
    35. Hoffer, George E & Pruitt, Stephen W & Reilly, Robert J, 1988. "The Impact of Product Recalls on the Wealth of Sellers: A Reexamination," Journal of Political Economy, University of Chicago Press, vol. 96(3), pages 663-670, June.
    36. Alfred Marcus, 1989. "The deterrent to dubious corporate behavior: Profitability, probability and safety recalls," Strategic Management Journal, Wiley Blackwell, vol. 10(3), pages 233-250, May.
    37. Yermack, David, 1996. "Higher market valuation of companies with a small board of directors," Journal of Financial Economics, Elsevier, vol. 40(2), pages 185-211, February.
    38. 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.
    39. Yan Liu & Venkatesh Shankar, 2015. "The Dynamic Impact of Product-Harm Crises on Brand Preference and Advertising Effectiveness: An Empirical Analysis of the Automobile Industry," Management Science, INFORMS, vol. 61(10), pages 2514-2535, October.
    40. Joel F. Houston & Chen Lin & Zhongyan Zhu, 2016. "The Financial Implications of Supply Chain Changes," Management Science, INFORMS, vol. 62(9), pages 2520-2542, September.
    41. Jarrell, Gregg & Peltzman, Sam, 1985. "The Impact of Product Recalls on the Wealth of Sellers," Journal of Political Economy, University of Chicago Press, vol. 93(3), pages 512-536, June.
    42. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    43. Harald Van Heerde & Kristiaan Helsen & Marnik G. Dekimpe, 2007. "The Impact of a Product-Harm Crisis on Marketing Effectiveness," Marketing Science, INFORMS, vol. 26(2), pages 230-245, 03-04.
    44. Qingbo Yuan & Yunyan Zhang, 2015. "Do Banks Price Litigation Risk in Debt Contracting? Evidence from Class Action Lawsuits," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(9-10), pages 1310-1340, November.
    45. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    46. Cai, Kelly & Zhu, Hui, 2020. "Customer-Supplier relationships and the cost of debt," Journal of Banking & Finance, Elsevier, vol. 110(C).
    47. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    48. 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.
    49. Nini, Greg & Smith, David C. & Sufi, Amir, 2009. "Creditor control rights and firm investment policy," Journal of Financial Economics, Elsevier, vol. 92(3), pages 400-420, June.
    50. Rahaman, Mohammad M. & Rau, P. Raghavendra & Zaman, Ashraf Al, 2020. "The effect of supply chain power on bank financing," Journal of Banking & Finance, Elsevier, vol. 114(C).
    51. Asquith, Paul & Beatty, Anne & Weber, Joseph, 2005. "Performance pricing in bank debt contracts," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 101-128, December.
    52. Donald S. Siegel & Donald F. Vitaliano, 2007. "An Empirical Analysis of the Strategic Use of Corporate Social Responsibility," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 16(3), pages 773-792, September.
    53. Anginer, Deniz & Mansi, Sattar & Warburton, A. Joseph & Yildizhan, Celim, 2011. "Firm Reputation and Cost of Debt Capital," MPRA Paper 64965, University Library of Munich, Germany, revised 05 Jun 2015.
    54. Richard M. Cyert & Sok-Hyon Kang & Praveen Kumar, 2002. "Corporate Governance, Takeovers, and Top-Management Compensation: Theory and Evidence," Management Science, INFORMS, vol. 48(4), pages 453-469, April.
    55. Bollen, Nicolas P. B. & Smith, Tom & Whaley, Robert E., 2004. "Modeling the bid/ask spread: measuring the inventory-holding premium," Journal of Financial Economics, Elsevier, vol. 72(1), pages 97-141, April.
    56. Kothari, S.P. & Leone, Andrew J. & Wasley, Charles E., 2005. "Performance matched discretionary accrual measures," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 163-197, February.
    57. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2013. "Corporate ownership structure and the choice between bank debt and public debt," Journal of Financial Economics, Elsevier, vol. 109(2), pages 517-534.
    58. Adhikari, Binay K. & Agrawal, Anup & Malm, James, 2019. "Do women managers keep firms out of trouble? Evidence from corporate litigation and policies," Journal of Accounting and Economics, Elsevier, vol. 67(1), pages 202-225.
    59. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    60. Pierre Collin-Dufresn & Robert S. Goldstein & J. Spencer Martin, 2001. "The Determinants of Credit Spread Changes," Journal of Finance, American Finance Association, vol. 56(6), pages 2177-2207, December.
    61. Deng, Saiying & Willis, Richard H. & Xu, Li, 2014. "Shareholder Litigation, Reputational Loss, and Bank Loan Contracting," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(4), pages 1101-1132, August.
    62. Armstrong, Christopher S. & Guay, Wayne R. & Weber, Joseph P., 2010. "The role of information and financial reporting in corporate governance and debt contracting," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 179-234, December.
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    More about this item

    Keywords

    Loan spread; Product recall; Default risk; Information asymmetry; Reputation;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • L15 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Information and Product Quality
    • M11 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Production Management

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