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Firm-level political risk and distance-to-default

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  • Islam, Md Shahidul
  • Alam, Md Samsul
  • Bin Hasan, Shehub
  • Mollah, Sabur

Abstract

This study provides the first empirical evidence of the relationship between firm-level political risk and distance-to-default. Based on our examination of a quarterly dataset of 2727 U.S. firms covering a period from January 2002 to April 2019, we conclude that firm-level political risk is negatively associated with distance-to-default. We document three economic mechanisms through which political risk increases default risk: information asymmetry, organizational capital, and investment growth. The evidence indicates that the association is more pronounced for firms with low analysts’ forecast accuracy, organizational capital, and investment growth. Employing hand-collected data, we also reveal that firms are able to exploit their corporate lobbying to immunize themselves against default risk. Our findings are robust to different endogeneity identifications, including a natural experiment, alternative distance-to-default proxies, and different sub-samples. Overall, we present novel evidence of an adverse impact of firm-level political risk on distance-to-default and how such a negative effect can be mitigated.

Suggested Citation

  • Islam, Md Shahidul & Alam, Md Samsul & Bin Hasan, Shehub & Mollah, Sabur, 2022. "Firm-level political risk and distance-to-default," Journal of Financial Stability, Elsevier, vol. 63(C).
  • Handle: RePEc:eee:finsta:v:63:y:2022:i:c:s1572308922001036
    DOI: 10.1016/j.jfs.2022.101082
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    as
    1. Durnev, Art & Mangen, Claudine, 2020. "The spillover effects of MD&A disclosures for real investment: The role of industry competition," Journal of Accounting and Economics, Elsevier, vol. 70(1).
    2. Jinliang Li & Jeffery A. Born, 2006. "Presidential Election Uncertainty And Common Stock Returns In The United States," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 29(4), pages 609-622, December.
    3. Brogaard, Jonathan & Li, Dan & Xia, Ying, 2017. "Stock liquidity and default risk," Journal of Financial Economics, Elsevier, vol. 124(3), pages 486-502.
    4. Hsu, Po-Hsuan & Lee, Hsiao-Hui & Liu, Alfred Zhu & Zhang, Zhipeng, 2015. "Corporate innovation, default risk, and bond pricing," Journal of Corporate Finance, Elsevier, vol. 35(C), pages 329-344.
    5. Furfine, Craig H. & Rosen, Richard J., 2011. "Mergers increase default risk," Journal of Corporate Finance, Elsevier, vol. 17(4), pages 832-849, September.
    6. Alesina, Alberto & Perotti, Roberto, 1996. "Income distribution, political instability, and investment," European Economic Review, Elsevier, vol. 40(6), pages 1203-1228, June.
    7. Lammertjan Dam & Michael Koetter, 2012. "Bank Bailouts and Moral Hazard: Evidence from Germany," Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2343-2380.
    8. Allen N. Berger & Marco A. Espinosa‐Vega & W. Scott Frame & Nathan H. Miller, 2005. "Debt Maturity, Risk, and Asymmetric Information," Journal of Finance, American Finance Association, vol. 60(6), pages 2895-2923, December.
    9. Baruch Lev & Suresh Radhakrishnan & Weining Zhang, 2009. "Organization Capital," Abacus, Accounting Foundation, University of Sydney, vol. 45(3), pages 275-298, September.
    10. Lubos Pástor & Pietro Veronesi, 2012. "Uncertainty about Government Policy and Stock Prices," Journal of Finance, American Finance Association, vol. 67(4), pages 1219-1264, August.
    11. De Bandt, Olivier & Hartmann, Philipp, 2000. "Systemic risk: A survey," Working Paper Series 35, European Central Bank.
    12. Markussen, Peter & Svendsen, Gert Tinggaard, 2005. "Industry lobbying and the political economy of GHG trade in the European Union," Energy Policy, Elsevier, vol. 33(2), pages 245-255, January.
    13. Arnold, Marc, 2014. "Managerial cash use, default, and corporate financial policies," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 305-325.
    14. Duan, Jin-Chuan & Sun, Jie & Wang, Tao, 2012. "Multiperiod corporate default prediction—A forward intensity approach," Journal of Econometrics, Elsevier, vol. 170(1), pages 191-209.
    15. William R. Kerr & William F. Lincoln & Prachi Mishra, 2014. "The Dynamics of Firm Lobbying," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 343-379, November.
    16. Baum, Christopher F. & Caglayan, Mustafa & Talavera, Oleksandr, 2010. "Parliamentary election cycles and the Turkish banking sector," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2709-2719, November.
    17. Çolak, Gönül & Durnev, Art & Qian, Yiming, 2017. "Political Uncertainty and IPO Activity: Evidence from U.S. Gubernatorial Elections," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(6), pages 2523-2564, December.
    18. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," Review of Economic Studies, Oxford University Press, vol. 74(2), pages 391-415.
    19. Moser, Christoph, 2007. "The Impact of Political Risk on Sovereign Bond Spreads - Evidence from Latin America," Proceedings of the German Development Economics Conference, Göttingen 2007 24, Verein für Socialpolitik, Research Committee Development Economics.
    20. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, Oxford University Press, vol. 134(4), pages 2135-2202.
    21. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 407-443.
    22. repec:cup:jfinqa:v:46:y:2011:i:06:p:1865-1891_00 is not listed on IDEAS
    23. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    24. Weder di Mauro, Beatrice & Van Rijckeghem, Caroline, 2004. "The Politics Of Debt Crises," CEPR Discussion Papers 4683, C.E.P.R. Discussion Papers.
    25. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    26. Emanuel Kohlscheen, 2007. "Why Are There Serial Defaulters? Evidence from Constitutions," Journal of Law and Economics, University of Chicago Press, vol. 50(4), pages 713-730.
    27. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    28. Pham, Anh Viet, 2019. "Political risk and cost of equity: The mediating role of political connections," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 64-87.
    29. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, Oxford University Press, vol. 131(4), pages 1593-1636.
    30. Emanuel Kohlscheen, 2006. "Why are there serial defaulters? Quasi-experimental evidence from Constitutions," WEF Working Papers 0003, ESRC World Economy and Finance Research Programme, Birkbeck, University of London.
    31. Baghdadi, Ghasan A. & Nguyen, Lily H.G. & Podolski, Edward J., 2020. "Board co-option and default risk," Journal of Corporate Finance, Elsevier, vol. 64(C).
    32. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    33. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    34. Demir, Ender & Ersan, Oguz, 2017. "Economic policy uncertainty and cash holdings: Evidence from BRIC countries," Emerging Markets Review, Elsevier, vol. 33(C), pages 189-200.
    35. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, Oxford University Press, vol. 98(1), pages 85-106.
    36. Viral V. Acharya & Tanju Yorulmazer, 2008. "Information Contagion and Bank Herding," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 215-231, February.
    37. Brandon Julio & Youngsuk Yook, 2012. "Political Uncertainty and Corporate Investment Cycles," Journal of Finance, American Finance Association, vol. 67(1), pages 45-84, February.
    38. Singhal, Rajeev & Zhu, Yun (Ellen), 2013. "Bankruptcy risk, costs and corporate diversification," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1475-1489.
    39. Hasan, Mostafa Monzur & Lobo, Gerald J. & Qiu, Buhui, 2021. "Organizational capital, corporate tax avoidance, and firm value," Journal of Corporate Finance, Elsevier, vol. 70(C).
    40. Unsal, Omer & Hassan, M. Kabir & Zirek, Duygu, 2016. "Corporate lobbying, CEO political ideology and firm performance," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 126-149.
    41. Hui Chen & David Parsley & Ya-Wen Yang, 2015. "Corporate Lobbying and Firm Performance," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(3-4), pages 444-481, April.
    42. Bales, Stephan & Burghof, Hans-Peter, 2021. "Policy uncertainty, interest rate environment and the dynamic correlation between sovereign and bank default risk," Economics Letters, Elsevier, vol. 206(C).
    43. Blau, Benjamin M. & Brough, Tyler J. & Thomas, Diana W., 2013. "Corporate lobbying, political connections, and the bailout of banks," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3007-3017.
    44. Carling, Kenneth & Jacobson, Tor & Linde, Jesper & Roszbach, Kasper, 2007. "Corporate credit risk modeling and the macroeconomy," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 845-868, March.
    45. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    46. Citron, Joel-Tomas & Nickelsburg, Gerald, 1987. "Country risk and political instability," Journal of Development Economics, Elsevier, vol. 25(2), pages 385-392, April.
    47. Eichler, Stefan & Sobański, Karol, 2016. "National politics and bank default risk in the eurozone," Journal of Financial Stability, Elsevier, vol. 26(C), pages 247-256.
    48. Matthew D. Hill & G. Wayne Kelly & G. Brandon Lockhart & Robert A. Ness, 2013. "Determinants and Effects of Corporate Lobbying," Financial Management, Financial Management Association International, vol. 42(4), pages 931-957, December.
    49. Li, Da-yuan & Liu, Juan, 2014. "Dynamic capabilities, environmental dynamism, and competitive advantage: Evidence from China," Journal of Business Research, Elsevier, vol. 67(1), pages 2793-2799.
    50. Kewei Hou & Chen Xue & Lu Zhang, 2020. "Replicating Anomalies," Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 2019-2133.
    51. An, Heng & Chen, Yanyan & Luo, Danglun & Zhang, Ting, 2016. "Political uncertainty and corporate investment: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 174-189.
    52. Yu, Frank & Yu, Xiaoyun, 2011. "Corporate Lobbying and Fraud Detection," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1865-1891, December.
    53. D'Mello, Ranjan & Toscano, Francesca, 2020. "Economic policy uncertainty and short-term financing: The case of trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    54. Cao, Zhiyan & Fernando, Guy D. & Tripathy, Arindam & Upadhyay, Arun, 2018. "The economics of corporate lobbying," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 54-80.
    55. Brewer, Thomas L & Rivoli, Pietra, 1990. "Politics and Perceived Country Creditworthiness in International Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 22(3), pages 357-369, August.
    56. Cragg, John G. & Donald, Stephen G., 1993. "Testing Identifiability and Specification in Instrumental Variable Models," Econometric Theory, Cambridge University Press, vol. 9(2), pages 222-240, April.
    57. Duchin, Ran & Sosyura, Denis, 2012. "The politics of government investment," Journal of Financial Economics, Elsevier, vol. 106(1), pages 24-48.
    58. Jens, Candace E., 2017. "Political uncertainty and investment: Causal evidence from U.S. gubernatorial elections," Journal of Financial Economics, Elsevier, vol. 124(3), pages 563-579.
    59. Shawn, Thomas, 2002. "Firm diversification and asymmetric information: evidence from analysts’ forecasts and earnings announcements," Journal of Financial Economics, Elsevier, vol. 64(3), pages 373-396, June.
    60. Jin-Chuan Duan & Tao Wang, 2012. "Measuring Distance-to-Default for Financial and Non-Financial Firms," World Scientific Book Chapters, in: Risk Management Institute, Singapore (ed.), Global Credit Review, chapter 6, pages 95-108, World Scientific Publishing Co. Pte. Ltd..
    61. Bremmer, Ian & Keat, Preston, 2010. "The Fat Tail: The Power of Political Knowledge in an Uncertain World (with a New Foreword)," OUP Catalogue, Oxford University Press, number 9780199737277, Decembrie.
    62. He, Feng & Ma, Yaming, 2019. "Do political connections decrease the accuracy of stock analysts' recommendations in the Chinese stock market?," Economic Modelling, Elsevier, vol. 81(C), pages 59-72.
    63. Wu, Chunchi, 1993. "Information Asymmetry and the Sinking Fund Provision," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(3), pages 399-416, September.
    64. Hong, Harrison & Kacperczyk, Marcin, 2009. "The price of sin: The effects of social norms on markets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 15-36, July.
    65. Hasan, Mostafa Monzur & Cheung, Adrian (Wai-Kong), 2018. "Organization capital and firm life cycle," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 556-578.
    66. Liu, Guanchun & Zhang, Chengsi, 2020. "Economic policy uncertainty and firms' investment and financing decisions in China," China Economic Review, Elsevier, vol. 63(C).
    67. Jin-Chuan Duan & Tao Wang, 2012. "Measuring Distance-to-Default for Financial and Non-Financial Firms," Global Credit Review (GCR), World Scientific Publishing Co. Pte. Ltd., vol. 2(01), pages 95-108.
    68. Charles JP Chen & Yuan Ding & Chansog (Francis) Kim, 2010. "High-level politically connected firms, corruption, and analyst forecast accuracy around the world," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(9), pages 1505-1524, December.
    69. Yildirim, Alev, 2020. "The effect of relationship banking on firm efficiency and default risk," Journal of Corporate Finance, Elsevier, vol. 65(C).
    70. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    71. Wisniewski, Tomasz Piotr & Lambe, Brendan John, 2015. "Does economic policy uncertainty drive CDS spreads?," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 447-458.
    72. Nadarajah, Sivathaasan & Duong, Huu Nhan & Ali, Searat & Liu, Benjamin & Huang, Allen, 2021. "Stock liquidity and default risk around the world," Journal of Financial Markets, Elsevier, vol. 55(C).
    73. Duan, Jin-Chuan & Van Laere, Elisabeth, 2012. "A public good approach to credit ratings – From concept to reality," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3239-3247.
    74. Huseyin Gulen & Mihai Ion, 2016. "Editor's Choice Policy Uncertainty and Corporate Investment," Review of Financial Studies, Society for Financial Studies, vol. 29(3), pages 523-564.
    75. Xiangting Kong & Suresh Radhakrishnan & Albert Tsang, 2017. "Corporate Lobbying, Visibility and Accounting Conservatism," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(5-6), pages 527-557, May.
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