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When do peers matter? A cross-country perspective

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  • Francis, Bill B.
  • Hasan, Iftekhar
  • Kostova, Gergana L.

Abstract

We assess the importance of industry peers for a firm's own decision making strategy, using a rich sample of data covering 47 countries and 87 different industries between 1990 and 2011. Following the instrumental variable approach suggested by Leary and Roberts (2014), we find that, similar to U.S. firms, foreign firms do follow their peers when they make financial policy decisions. A standard deviation increase in peer firms' average leverage leads to about 5 percentage points increase in a firm's own leverage. We also find evidence that firms are more likely to follow their peers when investor protection laws including information disclosure and minority shareholder protection are weak, when creditor rights laws are strong, and when equity markets are more developed, suggesting that peers matter the most when firms have the greatest need to learn and to demonstrate their quality. These results hold even when we perform the analysis on a matched sample of firms.

Suggested Citation

  • Francis, Bill B. & Hasan, Iftekhar & Kostova, Gergana L., 2016. "When do peers matter? A cross-country perspective," Bank of Finland Research Discussion Papers 8/2016, Bank of Finland.
  • Handle: RePEc:zbw:bofrdp:rdp2016_008
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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. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    3. Ivo Welch, 2004. "Capital Structure and Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 106-131, February.
    4. Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007. "Private credit in 129 countries," Journal of Financial Economics, Elsevier, vol. 84(2), pages 299-329, May.
    5. Hertzel, Michael G, 1991. "The Effects of Stock Repurchases on Rival Firms," Journal of Finance, American Finance Association, vol. 46(2), pages 707-716, June.
    6. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    7. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer & Robert Vishny, 2002. "Investor Protection and Corporate Valuation," Journal of Finance, American Finance Association, vol. 57(3), pages 1147-1170, June.
    8. Soku Byoun, 2008. "How and When Do Firms Adjust Their Capital Structures toward Targets?," Journal of Finance, American Finance Association, vol. 63(6), pages 3069-3096, December.
    9. Ovtchinnikov, Alexei V., 2010. "Capital structure decisions: Evidence from deregulated industries," Journal of Financial Economics, Elsevier, vol. 95(2), pages 249-274, February.
    10. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    11. Cheng, Shuenn-Ren & Shiu, Cheng-Yi, 2007. "Investor protection and capital structure: International evidence," Journal of Multinational Financial Management, Elsevier, vol. 17(1), pages 30-44, February.
    12. Michael Faulkender & Mitchell A. Petersen, 2006. "Does the Source of Capital Affect Capital Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 45-79.
    13. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    14. Rafael La Porta & Florencio Lopez‐de‐Silanes & Andrei Shleifer & Robert W. Vishny, 2000. "Agency Problems and Dividend Policies around the World," Journal of Finance, American Finance Association, vol. 55(1), pages 1-33, February.
    15. Harvey, Campbell R. & Lins, Karl V. & Roper, Andrew H., 2004. "The effect of capital structure when expected agency costs are extreme," Journal of Financial Economics, Elsevier, vol. 74(1), pages 3-30, October.
    16. 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.
    17. Shantanu Banerjee & Sudipto Dasgupta & Yungsan Kim, 2008. "Buyer–Supplier Relationships and the Stakeholder Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 63(5), pages 2507-2552, October.
    18. Brounen, Dirk & de Jong, Abe & Koedijk, Kees, 2006. "Capital structure policies in Europe: Survey evidence," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1409-1442, May.
    19. Franck Bancel & Usha R. Mittoo, 2004. "Cross-Country Determinants of Capital Structure Choice: A Survey of European Firms," Financial Management, Financial Management Association, vol. 33(4), Winter.
    20. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    21. Tobias J. Moskowitz & Mark Grinblatt, 1999. "Do Industries Explain Momentum?," Journal of Finance, American Finance Association, vol. 54(4), pages 1249-1290, August.
    22. Antoniou, Antonios & Guney, Yilmaz & Paudyal, Krishna, 2008. "The Determinants of Capital Structure: Capital Market-Oriented versus Bank-Oriented Institutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 59-92, March.
    23. Jianjun Miao, 2005. "Optimal Capital Structure and Industry Dynamics," Journal of Finance, American Finance Association, vol. 60(6), pages 2621-2659, December.
    24. Djankov, Simeon & La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei, 2008. "The law and economics of self-dealing," Journal of Financial Economics, Elsevier, vol. 88(3), pages 430-465, June.
    25. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    26. Mark T. Leary & Michael R. Roberts, 2005. "Do Firms Rebalance Their Capital Structures?," Journal of Finance, American Finance Association, vol. 60(6), pages 2575-2619, December.
    27. Fan, Joseph P. H. & Titman, Sheridan & Twite, Garry, 2012. "An International Comparison of Capital Structure and Debt Maturity Choices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(1), pages 23-56, February.
    28. Chan-Lau, Jorge A. & Liu, Estelle X. & Schmittmann, Jochen M., 2015. "Equity returns in the banking sector in the wake of the Great Recession and the European sovereign debt crisis," Journal of Financial Stability, Elsevier, vol. 16(C), pages 164-172.
    29. Demirguc-Kunt, Ash & Maksimovic, Vojislav, 1996. "Stock Market Development and Financing Choices of Firms," The World Bank Economic Review, World Bank, vol. 10(2), pages 341-369, May.
    30. Mahajan, Arvind & Tartaroglu, Semih, 2008. "Equity market timing and capital structure: International evidence," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 754-766, May.
    31. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    32. Campello, Murillo, 2003. "Capital structure and product markets interactions: evidence from business cycles," Journal of Financial Economics, Elsevier, vol. 68(3), pages 353-378, June.
    33. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    34. Wald, John K, 1999. "How Firm Characteristics Affect Capital Structure: An International Comparison," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(2), pages 161-187, Summer.
    35. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    36. Mihir A. Desai & C. Fritz Foley & James R. Hines, 2004. "A Multinational Perspective on Capital Structure Choice and Internal Capital Markets," Journal of Finance, American Finance Association, vol. 59(6), pages 2451-2487, December.
    37. Delcoure, Natalya, 2007. "The determinants of capital structure in transitional economies," International Review of Economics & Finance, Elsevier, vol. 16(3), pages 400-415.
    38. Andres Almazan & Carlos A. Molina, 2005. "Intra‐Industry Capital Structure Dispersion," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(2), pages 263-297, June.
    39. John K. Wald, 1999. "How Firm Characteristics Affect Capital Structure: An International Comparison," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(2), pages 161-187, June.
    40. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    41. Holger Spamann, 2010. "The "Antidirector Rights Index" Revisited," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 467-486, February.
    42. Mr. Fabian Valencia & Mr. Luc Laeven, 2012. "Systemic Banking Crises Database: An Update," IMF Working Papers 2012/163, International Monetary Fund.
    43. Peter MacKay & Gordon M. Phillips, 2005. "How Does Industry Affect Firm Financial Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1433-1466.
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    JEL classification:

    • G2 - Financial Economics - - Financial Institutions and Services
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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