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U.S. banks’ IPOs and political money contributions

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Listed:
  • Agoraki, Maria-Eleni K.
  • Gounopoulos, Dimitrios
  • Kouretas, Georgios P.

Abstract

This study analyses the effect of political money contributions on U.S. banks’ IPOs. We employ unbalanced panel data of 367 U.S. banks’ IPOs for the period January 1998 to December 2019. Our findings reveal that investors perceive Political Money Contributions (PMC) by U.S. banks as a proxy for political reach and connectedness. We document an inverse relationship between total PMC and the level of underpricing, which implies that both lobbying and PAC expenditure pay off on issue day as donors incur less underpricing. Initial returns decrease with PAC contributions to House of Representatives candidates, whereas the returns relate to the partisan identity of the candidates receiving PAC contributions. We document that those individual contributions by directors bring significant benefits to the IPO banks. Finally, we show that the political contributions of board members, particularly those of CEOs and founders, are associated with better returns in the long term.

Suggested Citation

  • Agoraki, Maria-Eleni K. & Gounopoulos, Dimitrios & Kouretas, Georgios P., 2022. "U.S. banks’ IPOs and political money contributions," Journal of Financial Stability, Elsevier, vol. 63(C).
  • Handle: RePEc:eee:finsta:v:63:y:2022:i:c:s1572308922000808
    DOI: 10.1016/j.jfs.2022.101058
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    as
    1. Tinic, Seha M, 1988. " Anatomy of Initial Public Offerings of Common Stock," Journal of Finance, American Finance Association, vol. 43(4), pages 789-822, September.
    2. Jay R. Ritter & Ivo Welch, 2002. "A Review of IPO Activity, Pricing, and Allocations," Journal of Finance, American Finance Association, vol. 57(4), pages 1795-1828, August.
    3. Mara Faccio & Luigi Zingales, 2022. "Political Determinants of Competition in the Mobile Telecommunication Industry," The Review of Financial Studies, Society for Financial Studies, vol. 35(4), pages 1983-2018.
    4. Stoll, Hans R. & Curley, Anthony J., 1970. "Small Business and the New Issues Market for Equities," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 5(3), pages 309-322, September.
    5. Bell, R. Greg & Moore, Curt B. & Filatotchev, Igor, 2012. "Strategic and institutional effects on foreign IPO performance: Examining the impact of country of origin, corporate governance, and host country effects," Journal of Business Venturing, Elsevier, vol. 27(2), pages 197-216.
    6. Ritter, Jay R, 1984. "The "Hot Issue" Market of 1980," The Journal of Business, University of Chicago Press, vol. 57(2), pages 215-240, April.
    7. Carter, Richard B & Manaster, Steven, 1990. "Initial Public Offerings and Underwriter Reputation," Journal of Finance, American Finance Association, vol. 45(4), pages 1045-1067, September.
    8. 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.
    9. Mark Grinblatt & Chuan Yang Hwang, "undated". "Signalling and the Pricing of Unseasoned New Issues," Rodney L. White Center for Financial Research Working Papers 1-89, Wharton School Rodney L. White Center for Financial Research.
    10. Butler, Alexander W. & Fauver, Larry & Spyridopoulos, Ioannis, 2019. "Local Economic Spillover Effects of Stock Market Listings," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(3), pages 1025-1050, June.
    11. Woo‐Jong Lee & Jeffrey Pittman & Walid Saffar, 2020. "Political Uncertainty and Cost Stickiness: Evidence from National Elections around the World," Contemporary Accounting Research, John Wiley & Sons, vol. 37(2), pages 1107-1139, June.
    12. Tim Loughran & Jay R. Ritter, 2002. "Why Don't Issuers Get Upset About Leaving Money on the Table in IPOs?," The Review of Financial Studies, Society for Financial Studies, vol. 15(2), pages 413-444, March.
    13. Eitan Goldman & Jörg Rocholl & Jongil So, 2009. "Do Politically Connected Boards Affect Firm Value?," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2331-2360, June.
    14. Michael J. Cooper & Huseyin Gulen & Alexei V. Ovtchinnikov, 2010. "Corporate Political Contributions and Stock Returns," Journal of Finance, American Finance Association, vol. 65(2), pages 687-724, April.
    15. Hanley, Kathleen Weiss, 1993. "The underpricing of initial public offerings and the partial adjustment phenomenon," Journal of Financial Economics, Elsevier, vol. 34(2), pages 231-250, October.
    16. S. Douglas Beets & Mary G. Beets, 2019. "An Absence of Transparency: The Charitable and Political Contributions of US Corporations," Journal of Business Ethics, Springer, vol. 155(4), pages 1101-1113, April.
    17. Boubakri, Narjess & Cosset, Jean-Claude & Saffar, Walid, 2008. "Political connections of newly privatized firms," Journal of Corporate Finance, Elsevier, vol. 14(5), pages 654-673, December.
    18. Welch, Ivo, 1992. "Sequential Sales, Learning, and Cascades," Journal of Finance, American Finance Association, vol. 47(2), pages 695-732, June.
    19. Brown, Jeffrey R. & Huang, Jiekun, 2020. "All the president's friends: Political access and firm value," Journal of Financial Economics, Elsevier, vol. 138(2), pages 415-431.
    20. Allen, Franklin & Faulhaber, Gerald R., 1989. "Signalling by underpricing in the IPO market," Journal of Financial Economics, Elsevier, vol. 23(2), pages 303-323, August.
    21. Francis, Bill B. & Hasan, Iftekhar & Sun, Xian, 2009. "Political connections and the process of going public: evidence from China," Bank of Finland Research Discussion Papers 7/2009, Bank of Finland.
    22. Chaney, Paul K. & Faccio, Mara & Parsley, David, 2011. "The quality of accounting information in politically connected firms," Journal of Accounting and Economics, Elsevier, vol. 51(1-2), pages 58-76, February.
    23. Chemmanur, Thomas J, 1993. "The Pricing of Initial Public Offerings: A Dynamic Model with Information Production," Journal of Finance, American Finance Association, vol. 48(1), pages 285-304, March.
    24. Gounopoulos, Dimitrios & Mazouz, Khelifa & Wood, Geoffrey, 2021. "The consequences of political donations for IPO premium and performance," Journal of Corporate Finance, Elsevier, vol. 67(C).
    25. Snyder, James M, Jr, 1990. "Campaign Contributions as Investments: The U.S. House of Representatives, 1980-1986," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1195-1227, December.
    26. Chansog (Francis) Kim & Incheol Kim & Christos Pantzalis & Jung Chul Park, 2019. "Policy Uncertainty and the Dual Role of Corporate Political Strategies," Financial Management, Financial Management Association International, vol. 48(2), pages 473-504, June.
    27. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    28. Beatty, Randolph P. & Ritter, Jay R., 1986. "Investment banking, reputation, and the underpricing of initial public offerings," Journal of Financial Economics, Elsevier, vol. 15(1-2), pages 213-232.
    29. Mara Faccio & Hung-Chia Hsu, 2017. "Politically Connected Private Equity and Employment," Journal of Finance, American Finance Association, vol. 72(2), pages 539-574, April.
    30. Habib, Michel A & Ljungqvist, Alexander P, 2001. "Underpricing and Entrepreneurial Wealth Losses in IPOs: Theory and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 433-458.
    31. Benveniste, Lawrence M. & Spindt, Paul A., 1989. "How investment bankers determine the offer price and allocation of new issues," Journal of Financial Economics, Elsevier, vol. 24(2), pages 343-361.
    32. Mara Faccio, 2006. "Politically Connected Firms," American Economic Review, American Economic Association, vol. 96(1), pages 369-386, March.
    33. An, Heng (Hunter) & Chan, Kam C., 2008. "Credit ratings and IPO pricing," Journal of Corporate Finance, Elsevier, vol. 14(5), pages 584-595, December.
    34. repec:zbw:bofrdp:2009_007 is not listed on IDEAS
    35. Baron, D. P. & Holmström, B. R., 1980. "Abstract: The Investment Banking Contract for New Issues Under Asymmetric Information: Delegation and the Incentive Problem," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 15(4), pages 851-851, November.
    36. Ritter, Jay R, 1991. "The Long-run Performance of Initial Public Offerings," Journal of Finance, American Finance Association, vol. 46(1), pages 3-27, March.
    37. Demers, Elizabeth & Lewellen, Katharina, 2003. "The marketing role of IPOs: evidence from internet stocks," Journal of Financial Economics, Elsevier, vol. 68(3), pages 413-437, June.
    38. Rock, Kevin, 1986. "Why new issues are underpriced," Journal of Financial Economics, Elsevier, vol. 15(1-2), pages 187-212.
    39. Goergen, Marc & Gounopoulos, Dimitrios & Koutroumpis, Panagiotis, 2021. "Do multiple credit ratings reduce money left on the table? Evidence from U.S. IPOs," Journal of Corporate Finance, Elsevier, vol. 67(C).
    40. Ovtchinnikov, Alexei V. & Pantaleoni, Eva, 2012. "Individual political contributions and firm performance," Journal of Financial Economics, Elsevier, vol. 105(2), pages 367-392.
    41. Grinblatt, Mark & Hwang, Chuan Yang, 1989. " Signalling and the Pricing of New Issues," Journal of Finance, American Finance Association, vol. 44(2), pages 393-420, June.
    42. Philip D. Drake & Michael R. Vetsuypens, 1993. "IPO Underpricing and Insurance Against Legal Liability," Financial Management, Financial Management Association, vol. 22(1), Spring.
    43. Logue, Dennis E., 1973. "On the Pricing of Unseasoned Equity Issues: 1965–1969," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 8(1), pages 91-103, January.
    44. Pollock, Timothy G. & Chen, Guoli & Jackson, Eric M. & Hambrick, Donald C., 2010. "How much prestige is enough? Assessing the value of multiple types of high-status affiliates for young firms," Journal of Business Venturing, Elsevier, vol. 25(1), pages 6-23, January.
    45. 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.
    46. Michael W. Klein & Joe Peek & Eric S. Rosengren, 2002. "Troubled Banks, Impaired Foreign Direct Investment: The Role of Relative Access to Credit," American Economic Review, American Economic Association, vol. 92(3), pages 664-682, June.
    47. Spatt, Chester & Srivastava, Sanjay, 1991. "Preplay Communication, Participation Restrictions, and Efficiency in Initial Public Offerings," The Review of Financial Studies, Society for Financial Studies, vol. 4(4), pages 709-726.
    48. Bradley, Daniel J. & Jordan, Bradford D., 2002. "Partial Adjustment to Public Information and IPO Underpricing," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 37(4), pages 595-616, December.
    49. Schultz, Paul, 1993. "Unit initial public offerings *1: A form of staged financing," Journal of Financial Economics, Elsevier, vol. 34(2), pages 199-229, October.
    50. Abhinav Gupta & Forrest Briscoe & Donald C. Hambrick, 2017. "Red, blue, and purple firms: Organizational political ideology and corporate social responsibility," Strategic Management Journal, Wiley Blackwell, vol. 38(5), pages 1018-1040, May.
    51. Franҫois Derrien, 2005. "IPO Pricing in “Hot” Market Conditions: Who Leaves Money on the Table?," Journal of Finance, American Finance Association, vol. 60(1), pages 487-521, February.
    52. Joseph D. Piotroski & T. J. Wong & Tianyu Zhang, 2015. "Political Incentives to Suppress Negative Information: Evidence from Chinese Listed Firms," Journal of Accounting Research, Wiley Blackwell, vol. 53(2), pages 405-459, May.
    53. Benveniste, Lawrence M. & Wilhelm, William J., 1990. "A comparative analysis of IPO proceeds under alternative regulatory environments," Journal of Financial Economics, Elsevier, vol. 28(1-2), pages 173-207.
    54. Ibbotson, Roger G., 1975. "Price performance of common stock new issues," Journal of Financial Economics, Elsevier, vol. 2(3), pages 235-272, September.
    55. Boubakri, Narjess & Guedhami, Omrane & Mishra, Dev & Saffar, Walid, 2012. "Political connections and the cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 541-559.
    56. Titman, Sheridan & Trueman, Brett, 1986. "Information quality and the valuation of new issues," Journal of Accounting and Economics, Elsevier, vol. 8(2), pages 159-172, June.
    57. 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.
    58. Faccio, Mara & Parsley, David C., 2009. "Sudden Deaths: Taking Stock of Geographic Ties," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(3), pages 683-718, June.
    59. James C. Brau & Stanley E. Fawcett, 2006. "Initial Public Offerings: An Analysis of Theory and Practice," Journal of Finance, American Finance Association, vol. 61(1), pages 399-436, February.
    60. Hughes, Patricia J & Thakor, Anjan V, 1992. "Litigation Risk, Intermediation, and the Underpricing of Initial Public Offerings," The Review of Financial Studies, Society for Financial Studies, vol. 5(4), pages 709-742.
    61. FranÁois Derrien & Kent L. Womack, 2003. "Auctions vs. Bookbuilding and the Control of Underpricing in Hot IPO Markets," The Review of Financial Studies, Society for Financial Studies, vol. 16(1), pages 31-61.
    62. 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.
    63. Lin, Chen & Su, Dongwei, 2008. "Industrial diversification, partial privatization and firm valuation: Evidence from publicly listed firms in China," Journal of Corporate Finance, Elsevier, vol. 14(4), pages 405-417, September.
    64. Roni Michaely & Wayne H. Shaw, 1995. "Does the Choice of Auditor Convey Quality in an Initial Public Offering?," Financial Management, Financial Management Association, vol. 24(4), Winter.
    65. 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.
    66. Richard B. Carter & Frederick H. Dark & Ajai K. Singh, 1998. "Underwriter Reputation, Initial Returns, and the Long-Run Performance of IPO Stocks," Journal of Finance, American Finance Association, vol. 53(1), pages 285-311, February.
    67. François Derrien, 2005. "IPO Pricing in 'Hot' Market Conditions: Who Leaves Money on the Table?," Post-Print hal-00480827, HAL.
    68. Correia, Maria M., 2014. "Political connections and SEC enforcement," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 241-262.
    69. Baron, David P, 1982. "A Model of the Demand for Investment Banking Advising and Distribution Services for New Issues," Journal of Finance, American Finance Association, vol. 37(4), pages 955-976, September.
    70. Gounopoulos, Dimitrios & Kallias, Antonios & Kallias, Konstantinos & Tzeremes, Panayiotis G., 2017. "Political money contributions of U.S. IPOs," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 19-38.
    71. Lowry, Michelle & Shu, Susan, 2002. "Litigation risk and IPO underpricing," Journal of Financial Economics, Elsevier, vol. 65(3), pages 309-335, September.
    72. Francis, Bill B. & Hasan, Iftekhar & Sun, Xian, 2009. "Political connections and the process of going public: Evidence from China," Journal of International Money and Finance, Elsevier, vol. 28(4), pages 696-719, June.
    73. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2013. "Who Creates Jobs? Small versus Large versus Young," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 347-361, May.
    74. Baron, David P & Holmstrom, Bengt, 1980. "The Investment Banking Contract for New Issues under Asymmetric Information: Delegation and the Incentive Problem," Journal of Finance, American Finance Association, vol. 35(5), pages 1115-1138, December.
    75. Megginson, William L & Weiss, Kathleen A, 1991. "Venture Capitalist Certification in Initial Public Offerings," Journal of Finance, American Finance Association, vol. 46(3), pages 879-903, July.
    76. Lee, Jongsub & Lee, Kwang J. & Nagarajan, Nandu J., 2014. "Birds of a feather: Value implications of political alignment between top management and directors," Journal of Financial Economics, Elsevier, vol. 112(2), pages 232-250.
    77. 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.
    78. Agoraki, Maria-Eleni & Gounopoulos, Dimitrios & Kouretas, Georgios P., 2021. "Market expectations and the impact of credit rating on the IPOs of U.S. banks," Journal of Economic Behavior & Organization, Elsevier, vol. 189(C), pages 587-610.
    79. Lowry, Michelle & Schwert, G. William, 2004. "Is the IPO pricing process efficient?," Journal of Financial Economics, Elsevier, vol. 71(1), pages 3-26, January.
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    Keywords

    Initial public offerings; IPO underpricing; Lobbying; Political connections;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G39 - Financial Economics - - Corporate Finance and Governance - - - Other

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