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Corruption and capital structure in emerging markets: A panel quantile regression approach

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  • Singh, Bhanu Pratap
  • Kannadhasan, M.

Abstract

Our study investigates corruption and its effects on capital structure in 16 emerging markets using panel quantile regression method. Using a data of 4236 firms during 2002–2015, we find a heterogeneous relationship between corruption and leverage across quantiles. The relationship between corruption and leverage is positive and significant, except at the 10th quantile, with the effects being strongest at the higher quantiles. The results also hold in various robustness checks. Overall, the result indicates that firms prefer debt financing in order to safeguard its assets from getting appropriated.

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  • Singh, Bhanu Pratap & Kannadhasan, M., 2020. "Corruption and capital structure in emerging markets: A panel quantile regression approach," Journal of Behavioral and Experimental Finance, Elsevier, vol. 28(C).
    • Handle: RePEc:eee:beexfi:v:28:y:2020:i:c:s2214635020303440
    DOI: 10.1016/j.jbef.2020.100417
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    1. Guedes, Jose & Opler, Tim, 1996. "The Determinants of the Maturity of Corporate Debt Issues," Journal of Finance, American Finance Association, vol. 51(5), pages 1809-1833, December.
    2. Claessens, Stijn & Feijen, Erik & Laeven, Luc, 2008. "Political connections and preferential access to finance: The role of campaign contributions," Journal of Financial Economics, Elsevier, vol. 88(3), pages 554-580, June.
    3. Toke S. Aidt, 2009. "Corruption, institutions, and economic development," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 25(2), pages 271-291, Summer.
    4. Jakob Svensson, 2003. "Who Must Pay Bribes and How Much? Evidence from a Cross Section of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 207-230.
    5. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    6. Galvao Jr., Antonio F., 2011. "Quantile regression for dynamic panel data with fixed effects," Journal of Econometrics, Elsevier, vol. 164(1), pages 142-157, September.
    7. Shang-Jin Wei, 2000. "How Taxing is Corruption on International Investors?," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 1-11, February.
    8. Kevin M. Murphy & Andrei Shleifer & Robert W. Vishny, 1991. "The Allocation of Talent: Implications for Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 503-530.
    9. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    10. Gaviria, Alejandro, 2002. "Assessing the effects of corruption and crime on firm performance: evidence from Latin America," Emerging Markets Review, Elsevier, vol. 3(3), pages 245-268, September.
    11. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    12. Perotti, Enrico C & Spier, Kathryn E, 1993. "Capital Structure as a Bargaining Tool: The Role of Leverage in Contract Renegotiation," American Economic Review, American Economic Association, vol. 83(5), pages 1131-1141, December.
    13. Elizabeth Asiedu & James Freeman, 2009. "The Effect of Corruption on Investment Growth: Evidence from Firms in Latin America, Sub‐Saharan Africa, and Transition Countries," Review of Development Economics, Wiley Blackwell, vol. 13(2), pages 200-214, May.
    14. David A. Matsa, 2010. "Capital Structure as a Strategic Variable: Evidence from Collective Bargaining," Journal of Finance, American Finance Association, vol. 65(3), pages 1197-1232, June.
    15. Smith, Jared D., 2016. "US political corruption and firm financial policies," Journal of Financial Economics, Elsevier, vol. 121(2), pages 350-367.
    16. Zhu, Huiming & Duan, Lijun & Guo, Yawei & Yu, Keming, 2016. "The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: Evidence from panel quantile regression," Economic Modelling, Elsevier, vol. 58(C), pages 237-248.
    17. 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.
    18. 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.
    19. Mr. Erwin H Tiongson & Mr. Hamid R Davoodi & Mr. Sanjeev Gupta, 2000. "Corruption and the Provision of Health Care and Education Services," IMF Working Papers 2000/116, International Monetary Fund.
    20. Treisman, Daniel, 2000. "The causes of corruption: a cross-national study," Journal of Public Economics, Elsevier, vol. 76(3), pages 399-457, June.
    21. 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.
    22. Fan, Joseph P.H. & Rui, Oliver Meng & Zhao, Mengxin, 2008. "Public governance and corporate finance: Evidence from corruption cases," Journal of Comparative Economics, Elsevier, vol. 36(3), pages 343-364, September.
    23. 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.
    24. 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.
    25. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    26. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    27. Tahoun, Ahmed, 2014. "The role of stock ownership by US members of Congress on the market for political favors," Journal of Financial Economics, Elsevier, vol. 111(1), pages 86-110.
    28. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 1999. "Institutions, financial markets, and firm debt maturity," Journal of Financial Economics, Elsevier, vol. 54(3), pages 295-336, December.
    29. René M. Stulz, 2007. "The Limits of Financial Globalization," Journal of Applied Corporate Finance, Morgan Stanley, vol. 19(1), pages 8-15, January.
    30. Stephen G. Bronars & Donald R. Deere, 1991. "The Threat of Unionization, the Use of Debt, and the Preservation of Shareholder Wealth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 231-254.
    31. Klasa, Sandy & Maxwell, William F. & Ortiz-Molina, Hernán, 2009. "The strategic use of corporate cash holdings in collective bargaining with labor unions," Journal of Financial Economics, Elsevier, vol. 92(3), pages 421-442, June.
    32. Duchin, Ran & Sosyura, Denis, 2012. "The politics of government investment," Journal of Financial Economics, Elsevier, vol. 106(1), pages 24-48.
    33. Vito Tanzi, 1998. "Corruption Around the World: Causes, Consequences, Scope, and Cures," IMF Staff Papers, Palgrave Macmillan, vol. 45(4), pages 559-594, December.
    34. Andrei Shleifer & Robert W. Vishny, 1994. "Politicians and Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 995-1025.
    35. Lamarche, Carlos, 2010. "Robust penalized quantile regression estimation for panel data," Journal of Econometrics, Elsevier, vol. 157(2), pages 396-408, August.
    36. Julan Du, 2008. "Corruption And Corporate Finance Patterns: An International Perspective," Pacific Economic Review, Wiley Blackwell, vol. 13(2), pages 183-208, May.
    37. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    38. Mr. Vito Tanzi, 1998. "Corruption Around the World: Causes, Consequences, Scope, and Cures," IMF Working Papers 1998/063, International Monetary Fund.
    39. Raymond Fisman, 2001. "Estimating the Value of Political Connections," American Economic Review, American Economic Association, vol. 91(4), pages 1095-1102, September.
    40. Chen, Minghua & Jeon, Bang Nam & Wang, Rui & Wu, Ji, 2015. "Corruption and bank risk-taking: Evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 24(C), pages 122-148.
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    More about this item

    Keywords

    Corruption; Capital structure; Emerging markets; Panel quantile regression;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G35 - Financial Economics - - Corporate Finance and Governance - - - Payout Policy
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

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