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Panel data analyses of the pecking order theory and the market timing theory of capital structure in Taiwan

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  • Chen, Dar-Hsin
  • Chen, Chun-Da
  • Chen, Jianguo
  • Huang, Yu-Fang

Abstract

We exploit panel data of publicly-traded Taiwanese firms to test the pecking order theory the market timing theory over 1990–2005. On the one hand, the results indicate no support for pecking order behavior (consistent with Frank & Goyal, 2003), as net equity issues track the financing deficit much more closely than net debt issues do. The adverse selection also demonstrates that the pecking order theory is not supported by our empirical results. On the other hand, the evidence of the market timing theory is favorable for the Taiwan stock market especially for the period 1990 to 2001, suggesting that the results of this theory provide an explanation when our results do not support the pecking order hypothesis. However, the market timing theory does not apply in the period of 2002–2005. In other words, firms in Taiwan prefer issuing more debt rather than equity under low market performance.

Suggested Citation

  • Chen, Dar-Hsin & Chen, Chun-Da & Chen, Jianguo & Huang, Yu-Fang, 2013. "Panel data analyses of the pecking order theory and the market timing theory of capital structure in Taiwan," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 1-13.
  • Handle: RePEc:eee:reveco:v:27:y:2013:i:c:p:1-13
    DOI: 10.1016/j.iref.2012.09.011
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    as
    1. Hovakimian, Armen & Opler, Tim & Titman, Sheridan, 2001. "The Debt-Equity Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 1-24, March.
    2. Berens, James L & Cuny, Charles J, 1995. "The Capital Structure Puzzle Revisited," Review of Financial Studies, Society for Financial Studies, vol. 8(4), pages 1185-1208.
    3. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    4. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    5. Smith, Clifford Jr. & Watts, Ross L., 1992. "The investment opportunity set and corporate financing, dividend, and compensation policies," Journal of Financial Economics, Elsevier, vol. 32(3), pages 263-292, December.
    6. Vasiliou, Dimitrios & Daskalakis, Nikolaos, 2009. "Institutional characteristics and capital structure: A cross-national comparison," Global Finance Journal, Elsevier, vol. 19(3), pages 286-306.
    7. Eugene F. Fama, 2002. "Testing Trade-Off and Pecking Order Predictions About Dividends and Debt," Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 1-33, March.
    8. Aydoğan Alti, 2006. "How Persistent Is the Impact of Market Timing on Capital Structure?," Journal of Finance, American Finance Association, vol. 61(4), pages 1681-1710, August.
    9. Flannery, Mark J. & Rangan, Kasturi P., 2006. "Partial adjustment toward target capital structures," Journal of Financial Economics, Elsevier, vol. 79(3), pages 469-506, March.
    10. Lin, Yueh-hsiang & Hu, Shing-yang & Chen, Ming-shen, 2008. "Testing pecking order prediction from the viewpoint of managerial optimism: Some empirical evidence from Taiwan," Pacific-Basin Finance Journal, Elsevier, vol. 16(1-2), pages 160-181, January.
    11. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    12. 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.
    13. Christopher A. Hennessy & Toni M. Whited, 2005. "Debt Dynamics," Journal of Finance, American Finance Association, vol. 60(3), pages 1129-1165, June.
    14. Frank, Murray Z. & Goyal, Vidhan K., 2003. "Testing the pecking order theory of capital structure," Journal of Financial Economics, Elsevier, vol. 67(2), pages 217-248, February.
    15. Leary, Mark T. & Roberts, Michael R., 2010. "The pecking order, debt capacity, and information asymmetry," Journal of Financial Economics, Elsevier, vol. 95(3), pages 332-355, March.
    16. Graham, John R., 1996. "Debt and the marginal tax rate," Journal of Financial Economics, Elsevier, vol. 41(1), pages 41-73, May.
    17. Seifert, Bruce & Gonenc, Halit, 2008. "The international evidence on the pecking order hypothesis," Journal of Multinational Financial Management, Elsevier, vol. 18(3), pages 244-260, July.
    18. Goyal, Vidhan K. & Lehn, Kenneth & Racic, Stanko, 2002. "Growth opportunities and corporate debt policy: the case of the U.S. defense industry," Journal of Financial Economics, Elsevier, vol. 64(1), pages 35-59, April.
    19. Zélia Maria Silva Serrasqueiro & Márcia Cristina Rêgo Rogão, 2009. "Capital structure of listed Portuguese companies," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 8(1), pages 54-75, February.
    20. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    21. Chirinko, Robert S. & Singha, Anuja R., 2000. "Testing static tradeoff against pecking order models of capital structure: a critical comment," Journal of Financial Economics, Elsevier, vol. 58(3), pages 417-425, December.
    22. Abe De Jong & Marno Verbeek & Patrick Verwijmeren, 2010. "The Impact of Financing Surpluses and Large Financing Deficits on Tests of the Pecking Order Theory," Financial Management, Financial Management Association International, vol. 39(2), pages 733-756, June.
    23. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    24. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    25. 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.
    26. Wald, John K. & Long, Michael S., 2007. "The effect of state laws on capital structure," Journal of Financial Economics, Elsevier, vol. 83(2), pages 297-319, February.
    27. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    28. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    29. Delcoure, Natalya, 2007. "The determinants of capital structure in transitional economies," International Review of Economics & Finance, Elsevier, vol. 16(3), pages 400-415.
    30. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    31. 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.
    32. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    33. Eli Schwartz & J. Richard Aronson, 1967. "Some Surrogate Evidence In Support Of The Concept Of Optimal Financial Structure," Journal of Finance, American Finance Association, vol. 22(1), pages 10-18, March.
    34. Amy Dittmar, 2004. "Capital Structure in Corporate Spin-Offs," The Journal of Business, University of Chicago Press, vol. 77(1), pages 9-44, January.
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    More about this item

    Keywords

    Pecking order theory; Market timing theory; Panel data; Capital structure;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • 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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