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The determinants of leverage decisions: Evidence from Asian emerging markets

Author

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  • Quratulain Zafar
  • Winai Wongsurawat
  • David Camino
Abstract
This study provides a stage-level analysis of firm-scale pooled data of 16 Asian countries to classified income economy-based data for various firm- and country-specific predictors of leverage. Our analysis captures the selection impact of both micro- and macro-level determinants on capital structure with and without income economy-based models. The regression model evaluated the significance of predictor variables based on random effect model of panel data setting. The study further explores the issue of interest by looking at key individual regression models by income economy to avoid any potential loss of information. We argue that this approach provides a comprehensive and insightful set of determinants because of the newer dimension of income economy classification based on per-capita Gross National Product (GNP) defined by the World Bank. The estimating equations for financing determinants identify the additional variables of non-debt tax shield, liquidity, tax and GDP growth rate in case of Asian countries. Our study establishes that the core variables of tangibility, growth, size, and profitability retain their significance for leverage choice in both options during 2008–2014 in Asian economies. Furthermore, the findings show that the financing choices of firms in Asian regional markets are complemented by financial system development stages using the equity market, the bond market and the banking industry as proies.

Suggested Citation

  • Quratulain Zafar & Winai Wongsurawat & David Camino, 2019. "The determinants of leverage decisions: Evidence from Asian emerging markets," Cogent Economics & Finance, Taylor & Francis Journals, vol. 7(1), pages 1598836-159, January.
    • Handle: RePEc:taf:oaefxx:v:7:y:2019:i:1:p:1598836
    DOI: 10.1080/23322039.2019.1598836
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    as
    1. Jacinta Chan Phooi M’ng & Mahfuzur Rahman & Selvam Sannacy, 2017. "The determinants of capital structure: Evidence from public listed companies in Malaysia, Singapore and Thailand," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1418609-141, January.
    2. 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(5), pages 1161-1187, October.
    3. Kayo, Eduardo K. & Kimura, Herbert, 2011. "Hierarchical determinants of capital structure," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 358-371, February.
    4. Razali Haron, 2014. "Capital structure inconclusiveness: evidence from Malaysia, Thailand and Singapore," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 10(1), pages 23-38, January.
    5. 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.
    6. Vivien Beattie & Alan Goodacre & Sarah Jane Thomson, 2006. "Corporate Financing Decisions: UK Survey Evidence," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(9‐10), pages 1402-1434, November.
    7. repec:kap:iaecre:v:13:y:2007:i:4:p:495-514 is not listed on IDEAS
    8. Gaud, Philippe & Hoesli, Martin & Bender, Andre, 2007. "Debt-equity choice in Europe," International Review of Financial Analysis, Elsevier, vol. 16(3), pages 201-222.
    9. Ding, Sai & Guariglia, Alessandra & Knight, John, 2013. "Investment and financing constraints in China: Does working capital management make a difference?," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1490-1507.
    10. de Jong, Abe & Kabir, Rezaul & Nguyen, Thuy Thu, 2008. "Capital structure around the world: The roles of firm- and country-specific determinants," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1954-1969, September.
    11. 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.
    12. 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.
    13. 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.
    14. Nigel Driffield & Sarmistha Pal, 2010. "Evolution of capital structure in east Asia—corporate inertia or endeavours?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 173(1), pages 1-29, January.
    15. Chen, Jean J., 2004. "Determinants of capital structure of Chinese-listed companies," Journal of Business Research, Elsevier, vol. 57(12), pages 1341-1351, December.
    16. Alves, Paulo F. Pereira & Ferreira, Miguel A., 2011. "Capital structure and law around the world," Journal of Multinational Financial Management, Elsevier, vol. 21(3), pages 119-150, July.
    17. Gul, Ferdinand A. & L. Tsui, Judy S., 1997. "A test of the free cash flow and debt monitoring hypotheses:: Evidence from audit pricing," Journal of Accounting and Economics, Elsevier, vol. 24(2), pages 219-237, December.
    18. 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.
    19. Vivien Beattie & Alan Goodacre & Sarah Jane Thomson, 2006. "Corporate Financing Decisions: UK Survey Evidence," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(9-10), pages 1402-1434.
    20. Christopher B. Barry & Steven C. Mann & Vassil T. Mihov & Mauricio Rodríguez, 2008. "Corporate Debt Issuance and the Historical Level of Interest Rates," Financial Management, Financial Management Association International, vol. 37(3), pages 413-430, September.
    21. 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.
    22. Stewart C. Myers, 2001. "Capital Structure," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 81-102, Spring.
    23. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    24. Delcoure, Natalya, 2007. "The determinants of capital structure in transitional economies," International Review of Economics & Finance, Elsevier, vol. 16(3), pages 400-415.
    25. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    26. Claessens, Stijn & Djankov, Simeon & Lang, Larry H. P., 2000. "The separation of ownership and control in East Asian Corporations," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 81-112.
    27. 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.
    28. Kayhan, Ayla & Titman, Sheridan, 2007. "Firms' histories and their capital structures," Journal of Financial Economics, Elsevier, vol. 83(1), pages 1-32, January.
    29. Oliver Hart & John Moore, 1994. "A Theory of Debt Based on the Inalienability of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 841-879.
    30. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    31. 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.
    32. Korajczyk, Robert A. & Levy, Amnon, 2003. "Capital structure choice: macroeconomic conditions and financial constraints," Journal of Financial Economics, Elsevier, vol. 68(1), pages 75-109, April.
    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(2), pages 237-271, April.
    34. Huang, Guihai & Song, Frank M., 2006. "The determinants of capital structure: Evidence from China," China Economic Review, Elsevier, vol. 17(1), pages 14-36.
    35. Graham C. Hall & Patrick J. Hutchinson & Nicos Michaelas, 2004. "Determinants of the Capital Structures of European SMEs," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(5‐6), pages 711-728, June.
    36. Eugene F. Fama, 2002. "Testing Trade-Off and Pecking Order Predictions About Dividends and Debt," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 1-33, March.
    37. 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.
    38. 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.
    39. Sami Attaoui & Patrice Poncet, 2013. "Capital Structure and Debt Priority," Financial Management, Financial Management Association International, vol. 42(4), pages 737-775, December.
    40. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    41. Vidhan K. Goyal & Frank Packer, 2017. "Capital Structure in Emerging Asia," HKUST IEMS Working Paper Series 2017-48, HKUST Institute for Emerging Market Studies, revised Dec 2017.
    42. Wolfgang Drobetz & Roger Fix, 2005. "What are the Determinants of the Capital Structure? Evidence from Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 141(I), pages 71-113, March.
    43. 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.
    44. 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.
    45. A. A. Bevan & J. Danbolt, 2004. "Testing for inconsistencies in the estimation of UK capital structure determinants," Applied Financial Economics, Taylor & Francis Journals, vol. 14(1), pages 55-66.
    46. 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.
    47. 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.
    48. Graham C. Hall & Patrick J. Hutchinson & Nicos Michaelas, 2004. "Determinants of the Capital Structures of European SMEs," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(5-6), pages 711-728.
    49. Hart, Oliver & Moore, John, 1995. "Debt and Seniority: An Analysis of the Role of Hard Claims in Constraining Management," American Economic Review, American Economic Association, vol. 85(3), pages 567-585, June.
    50. Kinga Mazur, 2007. "The Determinants of Capital Structure Choice: Evidence from Polish Companies," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 13(4), pages 495-514, November.
    51. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    52. Vo, Xuan Vinh, 2017. "Determinants of capital structure in emerging markets: Evidence from Vietnam," Research in International Business and Finance, Elsevier, vol. 40(C), pages 105-113.
    53. DeAngelo, Harry & Masulis, Ronald W., 1980. "Optimal capital structure under corporate and personal taxation," Journal of Financial Economics, Elsevier, vol. 8(1), pages 3-29, March.
    54. Graham, John R. & Leary, Mark T. & Roberts, Michael R., 2015. "A century of capital structure: The leveraging of corporate America," Journal of Financial Economics, Elsevier, vol. 118(3), pages 658-683.
    55. Nevins D. Baxter, 1967. "Leverage, Risk Of Ruin And The Cost Of Capital," Journal of Finance, American Finance Association, vol. 22(3), pages 395-403, September.
    56. Kim, Moon K & Wu, Chunchi, 1988. "Effects of Inflation on Capital Structure," The Financial Review, Eastern Finance Association, vol. 23(2), pages 183-200, May.
    57. John R. Graham, 2000. "How Big Are the Tax Benefits of Debt?," Journal of Finance, American Finance Association, vol. 55(5), pages 1901-1941, October.
    58. Guariglia, Alessandra & Yang, Junhong, 2016. "A balancing act: Managing financial constraints and agency costs to minimize investment inefficiency in the Chinese market," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 111-130.
    59. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    60. Kraus, Alan & Litzenberger, Robert H, 1973. "A State-Preference Model of Optimal Financial Leverage," Journal of Finance, American Finance Association, vol. 28(4), pages 911-922, September.
    61. Athenia Bongani Sibindi & Daniel Makina, 2018. "Are the determinants of banks’ and insurers’ capital structures homogeneous? Evidence using South African data," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1519899-151, January.
    62. repec:bla:jfinan:v:59:y:2004:i:6:p:2451-2487 is not listed on IDEAS
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