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Drought risk and capital structure dynamics

Author

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  • Thao Nguyen
  • Min Bai
  • Greg Hou
  • Cameron Truong

Abstract

Using a fractional dependent estimator (DPF) approach and 130,511 US firm‐year observations over the period 1970–2015, this paper examines the impact of drought risk on firms’ capital structure and the adjustment speed of capital structure (SOA). We demonstrate that drought risk has negative effects on both leverage and the speed of leverage adjustment. We also find evidence of the spillover effect of drought on the adjustment speed of capital structure among firms operating in non‐water dependent industries. The effects are stronger for firms with no credit ratings. Interestingly, firms with strong cash flows can adjust their capital structure more quickly. Collectively, our findings suggest that climate risk in the form of drought not only affects firm risk but also the capital structure of firms, thereby highlighting that externality from climatic conditions are relevant to business operations and corporate polices.

Suggested Citation

  • Thao Nguyen & Min Bai & Greg Hou & Cameron Truong, 2022. "Drought risk and capital structure dynamics," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(3), pages 3397-3439, September.
  • Handle: RePEc:bla:acctfi:v:62:y:2022:i:3:p:3397-3439
    DOI: 10.1111/acfi.12891
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    as
    1. Elsas, Ralf & Florysiak, David, 2015. "Dynamic Capital Structure Adjustment and the Impact of Fractional Dependent Variables," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(5), pages 1105-1133, October.
    2. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    3. Wang, Zijun, 2010. "Dynamics and causality in industry-specific volatility," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1688-1699, July.
    4. Bak, Per & Chen, Kan & Scheinkman, Jose & Woodford, Michael, 1993. "Aggregate fluctuations from independent sectoral shocks: self-organized criticality in a model of production and inventory dynamics," Ricerche Economiche, Elsevier, vol. 47(1), pages 3-30, March.
    5. Harrison Hong & Terence Lim & Jeremy C. Stein, 2000. "Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies," Journal of Finance, American Finance Association, vol. 55(1), pages 265-295, February.
    6. Zoran Ivkovi & Scott Weisbenner, 2007. "Information Diffusion Effects in Individual Investors' Common Stock Purchases: Covet Thy Neighbors' Investment Choices," The Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1327-1357.
    7. Cook, Douglas O. & Tang, Tian, 2010. "Macroeconomic conditions and capital structure adjustment speed," Journal of Corporate Finance, Elsevier, vol. 16(1), pages 73-87, February.
    8. Carleton, Willard T & Silberman, Irwin H, 1977. "Joint Determination of Rate of Return and Capital Structure: An Econometric Analysis," Journal of Finance, American Finance Association, vol. 32(3), pages 811-821, June.
    9. Naiwei Chen & Wan-Ting Wang, 2012. "Kyoto Protocol and capital structure: a comparative study of developed and developing countries," Applied Financial Economics, Taylor & Francis Journals, vol. 22(21), pages 1771-1786, November.
    10. Karl Mathiesen, 2018. "Rating climate risks to credit worthiness," Nature Climate Change, Nature, vol. 8(6), pages 454-456, June.
    11. Bauer, Rob & Frijns, Bart & Otten, Rogér & Tourani-Rad, Alireza, 2008. "The impact of corporate governance on corporate performance: Evidence from Japan," Pacific-Basin Finance Journal, Elsevier, vol. 16(3), pages 236-251, June.
    12. Dufour, Dominique & Luu, Philippe & Teller, Pierre, 2018. "The influence of cash flow on the speed of adjustment to the optimal capital structure," Research in International Business and Finance, Elsevier, vol. 45(C), pages 62-71.
    13. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    14. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    15. Mitchell, Mark L. & Mulherin, J. Harold, 1996. "The impact of industry shocks on takeover and restructuring activity," Journal of Financial Economics, Elsevier, vol. 41(2), pages 193-229, June.
    16. Huynh, Thanh D. & Nguyen, Thu Ha & Truong, Cameron, 2020. "Climate risk: The price of drought," Journal of Corporate Finance, Elsevier, vol. 65(C).
    17. Thomas Chaney & David Sraer & David Thesmar, 2012. "The Collateral Channel: How Real Estate Shocks Affect Corporate Investment," American Economic Review, American Economic Association, vol. 102(6), pages 2381-2409, October.
    18. Boyan Jovanovic, 1987. "Micro Shocks and Aggregate Risk," The Quarterly Journal of Economics, Oxford University Press, vol. 102(2), pages 395-409.
    19. Wolfgang Drobetz & Gabrielle Wanzenried, 2006. "What determines the speed of adjustment to the target capital structure?," Applied Financial Economics, Taylor & Francis Journals, vol. 16(13), pages 941-958.
    20. Toy, Norman & Stonehill, Arthur & Remmers, Lee & Wright, Richard & Beekhuisen, Theo, 1974. "A Comparative International Study of Growth, Profitability, and Risk as Determinants of Corporate Debt Ratios in the Manufacturing Sector," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(5), pages 875-886, November.
    21. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. "On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
    22. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    23. Steven N. Durlauf, 1993. "Nonergodic Economic Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(2), pages 349-366.
    24. Joshua D. Coval & Tobias J. Moskowitz, 1999. "Home Bias at Home: Local Equity Preference in Domestic Portfolios," Journal of Finance, American Finance Association, vol. 54(6), pages 2045-2073, December.
    25. Flath, David & Knoeber, Charles R, 1980. "Taxes, Failure Costs, and Optimal Industry Capital Structure: An Empirical Test," Journal of Finance, American Finance Association, vol. 35(1), pages 99-117, March.
    26. Selale Tuzel & Miao Ben Zhang, 2017. "Local Risk, Local Factors, and Asset Prices," Journal of Finance, American Finance Association, vol. 72(1), pages 325-370, February.
    27. Keefe, Michael O'Connor & Yaghoubi, Mona, 2016. "The influence of cash flow volatility on capital structure and the use of debt of different maturities," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 18-36.
    28. Dittmar, Amy & Mahrt-Smith, Jan, 2007. "Corporate governance and the value of cash holdings," Journal of Financial Economics, Elsevier, vol. 83(3), pages 599-634, March.
    29. 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.
    30. 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.
    31. Ravi Bansal & Marcelo Ochoa & Dana Kiku, 2016. "Climate Change and Growth Risks," NBER Working Papers 23009, National Bureau of Economic Research, Inc.
    32. 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.
    33. Godfred A. Bokpin & Anthony Q.Q. Aboagye & Kofi A. Osei, 2010. "Risk exposure and corporate financial policy on the Ghana Stock Exchange," Journal of Risk Finance, Emerald Group Publishing, vol. 11(3), pages 323-332, May.
    34. Li-Kai (Connie) Liao & Tarun Mukherjee & Wei Wang, 2015. "Corporate Governance And Capital Structure Dynamics: An Empirical Study," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 38(2), pages 169-192, June.
    35. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    36. Tarun Mukherjee & Wei Wang, 2013. "Capital Structure Deviation and Speed of Adjustment," The Financial Review, Eastern Finance Association, vol. 48(4), pages 597-615, November.
    37. 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.
    38. F. Voulgaris & D. Asteriou & G. Agiomirgianakis, 2002. "Capital structure, asset utilization, profitability and growth in the Greek manufacturing sector," Applied Economics, Taylor & Francis Journals, vol. 34(11), pages 1379-1388.
    39. Boness, A James & Chen, Andrew H Y & Jatusipitak, Som, 1974. "Investigations of Nonstationarity in Prices," The Journal of Business, University of Chicago Press, vol. 47(4), pages 518-537, October.
    40. Ralf Elsas & David Florysiak, 2011. "Heterogeneity in the Speed of Adjustment toward Target Leverage," International Review of Finance, International Review of Finance Ltd., vol. 11(2), pages 181-211, June.
    41. Hui Chen, 2010. "Macroeconomic Conditions and the Puzzles of Credit Spreads and Capital Structure," Journal of Finance, American Finance Association, vol. 65(6), pages 2171-2212, December.
    42. Kale, Jayant R & Noe, Thomas H & Ramirez, Gabriel G, 1991. "The Effect of Business Risk on Corporate Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 46(5), pages 1693-1715, December.
    43. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    44. Hovakimian, Armen & Li, Guangzhong, 2011. "In search of conclusive evidence: How to test for adjustment to target capital structure," Journal of Corporate Finance, Elsevier, vol. 17(1), pages 33-44, February.
    45. 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.
    46. Christopher F. Baum & Mustafa Caglayan & Abdul Rashid, 2017. "Capital structure adjustments: Do macroeconomic and business risks matter?," Empirical Economics, Springer, vol. 53(4), pages 1463-1502, December.
    47. Kjellman, Anders & Hansén, Staffan, 1995. "Determinants of capital structure: Theory vs. practice," Scandinavian Journal of Management, Elsevier, vol. 11(2), pages 91-102, June.
    48. Mufaddal Baxamusa & Abu Jalal, 2014. "The effects of corruption on capital structure: when does it matter?," Journal of Developing Areas, Tennessee State University, College of Business, vol. 48(1), pages 315-335, January-M.
    49. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    50. Christo Pirinsky & Qinghai Wang, 2006. "Does Corporate Headquarters Location Matter for Stock Returns?," Journal of Finance, American Finance Association, vol. 61(4), pages 1991-2015, August.
    51. Hilary, Gilles & Hui, Kai Wai, 2009. "Does religion matter in corporate decision making in America?," Journal of Financial Economics, Elsevier, vol. 93(3), pages 455-473, September.
    52. Iglesias, Eva & Báez, Karen & Diaz-Ambrona, Carlos H., 2016. "Assessing drought risk in Mediterranean Dehesa grazing lands," Agricultural Systems, Elsevier, vol. 149(C), pages 65-74.
    53. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    54. Masulis, Ronald W., 1980. "The effects of capital structure change on security prices : A study of exchange offers," Journal of Financial Economics, Elsevier, vol. 8(2), pages 139-178, June.
    55. 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.
    56. Ferri, Michael G & Jones, Wesley H, 1979. "Determinants of Financial Structure: A New Methodological Approach," Journal of Finance, American Finance Association, vol. 34(3), pages 631-644, June.
    57. Corey Lesk & Pedram Rowhani & Navin Ramankutty, 2016. "Influence of extreme weather disasters on global crop production," Nature, Nature, vol. 529(7584), pages 84-87, January.
    58. Shea, John S, 2002. "Complementarities and Comovements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 412-433, May.
    59. Gupta, Anil K. & Sapienza, Harry J., 1992. "Determinants of venture capital firms' preferences regarding the industry diversity and geographic scope of their investments," Journal of Business Venturing, Elsevier, vol. 7(5), pages 347-362, September.
    60. Robert G. Eccles & George Serafeim & Michael P. Krzus, 2011. "Market Interest in Nonfinancial Information," Journal of Applied Corporate Finance, Morgan Stanley, vol. 23(4), pages 113-127, December.
    61. Hong, Harrison & Li, Frank Weikai & Xu, Jiangmin, 2019. "Climate risks and market efficiency," Journal of Econometrics, Elsevier, vol. 208(1), pages 265-281.
    62. He, Wei & Kyaw, NyoNyo A., 2018. "Capital structure adjustment behaviors of Chinese listed companies: Evidence from the Split Share Structure Reform in China," Global Finance Journal, Elsevier, vol. 36(C), pages 14-22.
    63. Symitsi, Efthymia & Chalvatzis, Konstantinos J., 2018. "Return, volatility and shock spillovers of Bitcoin with energy and technology companies," Economics Letters, Elsevier, vol. 170(C), pages 127-130.
    64. Robert G. Eccles & Michael P. Krzus & George Serafeim, 2011. "Market Interest in Nonfinancial Information," Harvard Business School Working Papers 12-018, Harvard Business School.
    65. Viet Do & Thu Ha Nguyen & Cameron Truong & Tram Vu, 2021. "Is drought risk priced in private debt contracts?," International Review of Finance, International Review of Finance Ltd., vol. 21(2), pages 724-737, June.
    66. Chang, Ya-Kai & Chou, Robin K. & Huang, Tai-Hsin, 2014. "Corporate governance and the dynamics of capital structure: New evidence," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 374-385.
    67. Hatzinikolaou, Dimitris & Katsimbris, George M. & Noulas, Athanasios G., 2002. "Inflation uncertainty and capital structure: Evidence from a pooled sample of the Dow-Jones industrial firms," International Review of Economics & Finance, Elsevier, vol. 11(1), pages 45-55, April.
    68. Ulph, Alistair & Valentini, Laura, 2004. "Environmental liability and the capital structure of firms," Resource and Energy Economics, Elsevier, vol. 26(4), pages 393-410, December.
    69. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2012. "Asymmetric capital structure adjustments: New evidence from dynamic panel threshold models," Journal of Empirical Finance, Elsevier, vol. 19(4), pages 465-482.
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