IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Log in (now much improved!) to save this article

Dynamic capital structure and political patronage: The case of Malaysia

  • Ebrahim, M. Shahid
  • Girma, Sourafel
  • Shah, M. Eskandar
  • Williams, Jonathan

This paper investigates the effect of political patronage on firms' capital structure. The evidence is from Malaysia, a country characterised by relationship-capitalism, and covers 1988 to 2009. Using a system GMM estimator we find firms set leverage targets and adjust towards them following deviations at the rate of 28% per annum. Next, we construct a natural experiment and use a difference-in-differences model to investigate if the strategic financing decisions of politically patronised firms differ from non-connected firms after an exogenous shock caused by the 1997 Asian crisis. Our results unambiguously demonstrate a significant difference in the capital structure of patronised firms relative to non-connected firms following the exogenous shock but only for the crisis period 1998–2001. After 2002 the capital structures of patronised and non-connected firms are statistically equivalent.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.sciencedirect.com/science/article/pii/S1057521913001658
Download Restriction: Full text for ScienceDirect subscribers only

As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

Article provided by Elsevier in its journal International Review of Financial Analysis.

Volume (Year): 31 (2014)
Issue (Month): C ()
Pages: 117-128

as
in new window

Handle: RePEc:eee:finana:v:31:y:2014:i:c:p:117-128
Contact details of provider: Web page: http://www.elsevier.com/locate/inca/620166

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Alan J. Auerbach, 1985. "Real Determinants of Corporate Leverage," NBER Chapters, in: Corporate Capital Structures in the United States, pages 301-324 National Bureau of Economic Research, Inc.
  2. Ayla Kayhan & Sheridan Titman, 2004. "Firms' Histories and Their Capital Structures," NBER Working Papers 10526, National Bureau of Economic Research, Inc.
  3. Ilya A. Strebulaev, 2007. "Do Tests of Capital Structure Theory Mean What They Say?," Journal of Finance, American Finance Association, vol. 62(4), pages 1747-1787, 08.
  4. Eugene F. Fama & Kenneth R. French, . "Testing Tradeoff and Pecking Order Predictions about Dividends and Debt.”," CRSP working papers 506, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
  5. M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
  6. 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(01), pages 59-92, March.
  7. Johnson, Simon & Mitton, Todd, 2003. "Cronyism and capital controls: evidence from Malaysia," Journal of Financial Economics, Elsevier, vol. 67(2), pages 351-382, February.
  8. Hovakimian, Armen & Opler, Tim & Titman, Sheridan, 2001. "The Debt-Equity Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(01), pages 1-24, March.
  9. Barclay, Michael J & Smith, Clifford W, Jr, 1995. " The Maturity Structure of Corporate Debt," Journal of Finance, American Finance Association, vol. 50(2), pages 609-31, June.
  10. 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, 08.
  11. Booth, L. & Asli Demirgu-Kunt, V.A. & Maksimovic, V., 1999. "Capital Structure in Developing Countries," Rotman School of Management - Finance 00-001, Rotman School of Management, University of Toronto.
  12. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-29, May.
  13. Myers, Stewart C. & Majluf, Nicolás S., 1945-, 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Working papers 1523-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
  14. 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.
  15. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
  16. Fan, Joseph P.H. & Wong, T.J. & Zhang, Tianyu, 2007. "Politically connected CEOs, corporate governance, and Post-IPO performance of China's newly partially privatized firms," Journal of Financial Economics, Elsevier, vol. 84(2), pages 330-357, May.
  17. Jianjun Miao, 2011. "Optimal Capital Structure and Industry Dynamics," CEMA Working Papers 440, China Economics and Management Academy, Central University of Finance and Economics.
  18. Asim Ijaz Khwaja & Atif Mian, 2005. "Do Lenders Favor Politically Connected Firms? Rent Provision in an Emerging Financial Market," The Quarterly Journal of Economics, Oxford University Press, vol. 120(4), pages 1371-1411.
  19. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
  20. Bliss, Mark A. & Gul, Ferdinand A., 2012. "Political connection and cost of debt: Some Malaysian evidence," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1520-1527.
  21. Fraser, Donald R. & Zhang, Hao & Derashid, Chek, 2006. "Capital structure and political patronage: The case of Malaysia," Journal of Banking & Finance, Elsevier, vol. 30(4), pages 1291-1308, April.
  22. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
  23. Jeffrey A. Wurgler & Malcolm P. Baker, 2001. "Market Timing and Capital Structure," Yale School of Management Working Papers ysm181, Yale School of Management.
  24. Jalilvand, Abolhassan & Harris, Robert S, 1984. " Corporate Behavior in Adjusting to Capital Structure and Dividend Targets: An Econometric Study," Journal of Finance, American Finance Association, vol. 39(1), pages 127-45, March.
  25. Simon Johnson & Kalpana Kochhar & Todd Mitton & Natalia Tamirisa, 2007. "Malaysian Capital Controls: Macroeconomics and Institutions," NBER Chapters, in: Capital Controls and Capital Flows in Emerging Economies: Policies, Practices and Consequences, pages 529-574 National Bureau of Economic Research, Inc.
  26. Ebrahim, M. Shahid & Mathur, Ike, 2013. "On the efficiency of the UPREIT organizational form: Implications for the subprime crisis and CDO's," Journal of Economic Behavior & Organization, Elsevier, vol. 85(C), pages 286-305.
  27. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
  28. David J. Denis, 2012. "The Persistent Puzzle of Corporate Capital Structure: Current Challenges and New Directions," The Financial Review, Eastern Finance Association, vol. 47(4), pages 631-643, November.
  29. Schmukler, Sergio L. & Vesperoni, Esteban, 2006. "Financial globalization and debt maturity in emerging economies," Journal of Development Economics, Elsevier, vol. 79(1), pages 183-207, February.
  30. Peter MacKay & Gordon M. Phillips, 2005. "How Does Industry Affect Firm Financial Structure?," Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1433-1466.
  31. Megumi Suto, 2003. "Capital Structure and Investment Behaviour of Malaysian Firms in the 1990s: a study of corporate governance before the crisis," Corporate Governance: An International Review, Wiley Blackwell, vol. 11(1), pages 25-39, 01.
  32. Mara Faccio, 2006. "Politically Connected Firms," American Economic Review, American Economic Association, vol. 96(1), pages 369-386, March.
  33. Huang, Rongbing & Ritter, Jay R., 2009. "Testing Theories of Capital Structure and Estimating the Speed of Adjustment," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(02), pages 237-271, April.
  34. Chang, Eric C. & Wong, Sonia M.L., 2004. "Political control and performance in China's listed firms," Journal of Comparative Economics, Elsevier, vol. 32(4), pages 617-636, December.
  35. Shyam-Sunder, Lakshmi & C. Myers, Stewart, 1999. "Testing static tradeoff against pecking order models of capital structure," Journal of Financial Economics, Elsevier, vol. 51(2), pages 219-244, February.
  36. Faulkender, Michael & Flannery, Mark J. & Hankins, Kristine Watson & Smith, Jason M., 2012. "Cash flows and leverage adjustments," Journal of Financial Economics, Elsevier, vol. 103(3), pages 632-646.
  37. Lemmon, Michael L. & Zender, Jaime F., 2010. "Debt Capacity and Tests of Capital Structure Theories," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(05), pages 1161-1187, October.
  38. MARA FACCIO & RONALD W. MASULIS & JOHN J. McCONNELL, 2006. "Political Connections and Corporate Bailouts," Journal of Finance, American Finance Association, vol. 61(6), pages 2597-2635, December.
  39. Frye, Timothy M. & Iwasaki, Ichiro, 2011. "Government directors and business–state relations in Russia," European Journal of Political Economy, Elsevier, vol. 27(4), pages 642-658.
  40. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
  41. Myers, Stewart C, 1984. " The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-92, July.
  42. Scott, James H, Jr, 1977. "Bankruptcy, Secured Debt, and Optimal Capital Structure," Journal of Finance, American Finance Association, vol. 32(1), pages 1-19, March.
  43. Efraim Benmelech & Mark J. Garmaise & Tobias J. Moskowitz, 2005. "Do Liquidation Values Affect Financial Contracts? Evidence from Commercial Loan Contracts and Zoning Regulation," The Quarterly Journal of Economics, Oxford University Press, vol. 120(3), pages 1121-1154.
  44. Raymond Fisman, 2001. "Estimating the Value of Political Connections," American Economic Review, American Economic Association, vol. 91(4), pages 1095-1102, September.
  45. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
  46. Shleifer, Andrei & Vishny, Robert W, 1992. " Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-66, September.
  47. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
  48. Andrei Shleifer & Robert W. Vishny, 1994. "Politicians and Firms," The Quarterly Journal of Economics, Oxford University Press, vol. 109(4), pages 995-1025.
  49. DeAngelo, Harry & DeAngelo, Linda & Whited, Toni M., 2011. "Capital structure dynamics and transitory debt," Journal of Financial Economics, Elsevier, vol. 99(2), pages 235-261, February.
  50. Raghuram G. Rajan & Luigi Zingales, 1994. "What Do We Know About Capital Structure? Some Evidence from International Data," NBER Working Papers 4875, National Bureau of Economic Research, Inc.
  51. Mara Faccio, 2010. "Differences between Politically Connected and Nonconnected Firms: A Cross-Country Analysis," Financial Management, Financial Management Association International, vol. 39(3), pages 905-928, 09.
  52. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
  53. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
  54. 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.
  55. Harris, Milton & Raviv, Artur, 1991. " The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
  56. 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, 03.
  57. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
  58. Deesomsak, Rataporn & Paudyal, Krishna & Pescetto, Gioia, 2004. "The determinants of capital structure: evidence from the Asia Pacific region," Journal of Multinational Financial Management, Elsevier, vol. 14(4-5), pages 387-405.
  59. Miller, Merton H, 1977. "Debt and Taxes," Journal of Finance, American Finance Association, vol. 32(2), pages 261-75, May.
  60. Mitchell, Heather & Joseph, Saramma, 2010. "Changes in Malaysia: Capital controls, prime ministers and political connections," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 460-476, November.
  61. Stewart C. Myers, 2001. "Capital Structure," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 81-102, Spring.
  62. 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 301-25, June.
  63. 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.
  64. 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.
  65. Leuz, Christian & Oberholzer-Gee, Felix, 2006. "Political relationships, global financing, and corporate transparency: Evidence from Indonesia," Journal of Financial Economics, Elsevier, vol. 81(2), pages 411-439, August.
  66. Fabian Valencia & Luc Laeven, 2008. "Systemic Banking Crises; A New Database," IMF Working Papers 08/224, International Monetary Fund.
  67. de Miguel, Alberto & Pindado, Julio, 2001. "Determinants of capital structure: new evidence from Spanish panel data," Journal of Corporate Finance, Elsevier, vol. 7(1), pages 77-99, March.
  68. David T. Brown & Brian A. Ciochetti & Timothy J. Riddiough, 2006. "Theory and Evidence on the Resolution of Financial Distress," Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1357-1397.
  69. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:eee:finana:v:31:y:2014:i:c:p:117-128. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Shamier, Wendy)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.