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Firm-level political risk and credit markets

Author

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  • Gad, Mahmoud
  • Nikolaev, Valeri
  • Tahoun, Ahmed
  • van Lent, Laurence

Abstract

We take advantage of a new composite measure of political risk (Hassan et al., 2019) to study the effects of firm-level political risk on private debt markets. First, we use panel data tests and exploit the redrawing of US congressional districts to uncover plausibly exogenous variation in firm-level political risk. We show that borrowers’ political risk is linked to interest rates set by lenders. Second, we test for the transmission of political risk from lenders to borrowers. We predict and find that lender-level political risk propagates to borrowers through lending relationships. Our analysis allows for endogenous matching between lenders and borrowers and indicates the presence of network effects in diffusing political risk throughout the economy. Finally, we introduce new text-based methods to analyze the distinct sources of political risk to lenders and borrowers and provide textual evidence of the transmission of political risk from lenders to borrowers.

Suggested Citation

  • Gad, Mahmoud & Nikolaev, Valeri & Tahoun, Ahmed & van Lent, Laurence, 2024. "Firm-level political risk and credit markets," Journal of Accounting and Economics, Elsevier, vol. 77(2).
  • Handle: RePEc:eee:jaecon:v:77:y:2024:i:2:s0165410123000666
    DOI: 10.1016/j.jacceco.2023.101642
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    as
    1. David Autor & David Dorn & Gordon Hanson & Kaveh Majlesi, 2020. "Importing Political Polarization? The Electoral Consequences of Rising Trade Exposure," American Economic Review, American Economic Association, vol. 110(10), pages 3139-3183, October.
    2. , & , & ,, 2014. "Dynamics of information exchange in endogenous social networks," Theoretical Economics, Econometric Society, vol. 9(1), January.
    3. 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.
    4. Belo, Frederico & Gala, Vito D. & Li, Jun, 2013. "Government spending, political cycles, and the cross section of stock returns," Journal of Financial Economics, Elsevier, vol. 107(2), pages 305-324.
    5. Kyle Handley & Nuno Limão, 2018. "Trade and Investment under Policy Uncertainty: Theory and Firm Evidence," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 4, pages 89-122, World Scientific Publishing Co. Pte. Ltd..
    6. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    7. Ahmed Tahoun & Laurence van Lent, 2019. "The Personal Wealth Interests of Politicians and Government Intervention in the Economy," Review of Finance, European Finance Association, vol. 23(1), pages 37-74.
    8. 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.
    9. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    10. Sumit Agarwal & David Lucca & Amit Seru & Francesco Trebbi, 2014. "Inconsistent Regulators: Evidence from Banking," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 889-938.
    11. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    12. Nikolaev, Valeri V., 2018. "Scope for renegotiation in private debt contracts," Journal of Accounting and Economics, Elsevier, vol. 65(2), pages 270-301.
    13. Ralph S. J. Koijen & Tomas J. Philipson & Harald Uhlig, 2016. "Financial Health Economics," Econometrica, Econometric Society, vol. 84, pages 195-242, January.
    14. Wentao GU & Xiaoyan ZHENG & Liyan PAN & Hengkui LI, 2018. "Economic Policy Uncertainty, Bank Credit, External Demand, and Corporate Investment," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 52-72, September.
    15. Bordo, Michael D. & Duca, John V. & Koch, Christoffer, 2016. "Economic policy uncertainty and the credit channel: Aggregate and bank level U.S. evidence over several decades," Journal of Financial Stability, Elsevier, vol. 26(C), pages 90-106.
    16. Joel F. Houston & Liangliang Jiang & Chen Lin & Yue Ma, 2014. "Political Connections and the Cost of Bank Loans," Journal of Accounting Research, Wiley Blackwell, vol. 52(1), pages 193-243, March.
    17. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    18. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    19. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    20. Radhakrishnan Gopalan & Vikram Nanda & Vijay Yerramilli, 2011. "Does Poor Performance Damage the Reputation of Financial Intermediaries? Evidence from the Loan Syndication Market," Journal of Finance, American Finance Association, vol. 66(6), pages 2083-2120, December.
    21. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    22. Gabriel Chodorow‐Reich & Antonio Falato, 2022. "The Loan Covenant Channel: How Bank Health Transmits to the Real Economy," Journal of Finance, American Finance Association, vol. 77(1), pages 85-128, February.
    23. Tobias Berg & Anthony Saunders & Sascha Steffen, 2016. "The Total Cost of Corporate Borrowing in the Loan Market: Don't Ignore the Fees," Journal of Finance, American Finance Association, vol. 71(3), pages 1357-1392, June.
    24. 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.
    25. Michael Siemer & Adrien Verdelhan & Francois Gourio, 2015. "Uncertainty and International Capital Flows," 2015 Meeting Papers 880, Society for Economic Dynamics.
    26. Mara Faccio, 2006. "Politically Connected Firms," American Economic Review, American Economic Association, vol. 96(1), pages 369-386, March.
    27. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    28. Marianne Bertrand & Matilde Bombardini & Francesco Trebbi, 2014. "Is It Whom You Know or What You Know? An Empirical Assessment of the Lobbying Process," American Economic Review, American Economic Association, vol. 104(12), pages 3885-3920, December.
    29. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    30. Jae Sim & Egon Zakrajsek & Simon Gilchrist, 2010. "Uncertainty, Financial Frictions, and Investment Dynamics," 2010 Meeting Papers 1285, Society for Economic Dynamics.
    31. Francis, Bill B. & Hasan, Iftekhar & Zhu, Yun, 2014. "Political uncertainty and bank loan contracting," Journal of Empirical Finance, Elsevier, vol. 29(C), pages 281-286.
    32. Gabriel Chodorow-Reich, 2014. "Effects of Unconventional Monetary Policy on Financial Institutions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 45(1 (Spring), pages 155-227.
    33. Bryan Kelly & Ľuboš Pástor & Pietro Veronesi, 2016. "The Price of Political Uncertainty: Theory and Evidence from the Option Market," Journal of Finance, American Finance Association, vol. 71(5), pages 2417-2480, October.
    34. 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.
    35. Justin Murfin, 2012. "The Supply-Side Determinants of Loan Contract Strictness," Journal of Finance, American Finance Association, vol. 67(5), pages 1565-1601, October.
    36. Bharath, Sreedhar & Dahiya, Sandeep & Saunders, Anthony & Srinivasan, Anand, 2007. "So what do I get? The bank's view of lending relationships," Journal of Financial Economics, Elsevier, vol. 85(2), pages 368-419, August.
    37. Drobetz, Wolfgang & El Ghoul, Sadok & Guedhami, Omrane & Janzen, Malte, 2018. "Policy uncertainty, investment, and the cost of capital," Journal of Financial Stability, Elsevier, vol. 39(C), pages 28-45.
    38. Michael Schwert, 2018. "Bank Capital and Lending Relationships," Journal of Finance, American Finance Association, vol. 73(2), pages 787-830, April.
    39. Marco Pagano & Paolo Volpin, 2001. "The Political Economy of Finance," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 17(4), pages 502-519.
    40. 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.
    41. Victoria Ivashina & David Scharfstein, 2010. "Loan Syndication and Credit Cycles," American Economic Review, American Economic Association, vol. 100(2), pages 57-61, May.
    42. Xinjie Wang & Weike Xu & Zhaodong (Ken) Zhong, 2019. "Economic policy uncertainty, CDS spreads, and CDS liquidity provision," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(4), pages 461-480, April.
    43. Pat Akey, 2015. "Valuing Changes in Political Networks: Evidence from Campaign Contributions to Close Congressional Elections," The Review of Financial Studies, Society for Financial Studies, vol. 28(11), pages 3188-3223.
    44. João A C Santos & Andrew Winton, 2019. "Bank Capital, Borrower Power, and Loan Rates," The Review of Financial Studies, Society for Financial Studies, vol. 32(11), pages 4501-4541.
    45. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    46. Raymond Fisman, 2001. "Estimating the Value of Political Connections," American Economic Review, American Economic Association, vol. 91(4), pages 1095-1102, September.
    47. Laura A. Wellman, 2017. "Mitigating political uncertainty," Review of Accounting Studies, Springer, vol. 22(1), pages 217-250, March.
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    More about this item

    Keywords

    Credit markets; Political risk; Financial institutions; Earnings calls;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • P16 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Capitalist Institutions; Welfare State

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