IDEAS home Printed from https://ideas.repec.org/a/eee/empfin/v74y2023ics092753982300097x.html
   My bibliography  Save this article

Product competition, political connections, and the costs of high leverage

Author

Listed:
  • Li, Qian
  • Wang, Shihao
  • Song, Victor

Abstract

This paper explores whether the political connections of listed firms in China affect the costs of high leverage on a firm's product competition. We collect a sample of 1341 non-state-owned firms (i.e., private firms) with political connections listed in the Chinese stock market from 2009 to 2019. Using the sensitivity of sales growth to high leverage to proxy for the costs of high leverage, we find that the negative effect of high leverage on sales growth is significantly lower for companies with political ties. Our results are robust to a series of endogeneity corrections and robustness checks. We also find that political connections benefit highly leveraged firms by reducing the adverse behavior of customers and competitors. However, the effect of political connections on the unfavorable actions of employees and suppliers is not statistically significant. In addition, the mitigating effect of political connections on high leverage costs is more pronounced in firms with low profitability, headquartered in low-trust provinces, and experiencing high economic policy uncertainty. Finally, we find that political connections can also mitigate the negative effect of high leverage on firms’ investment and profit. Overall, our findings suggest that political connections reduce the cost of high leverage.

Suggested Citation

  • Li, Qian & Wang, Shihao & Song, Victor, 2023. "Product competition, political connections, and the costs of high leverage," Journal of Empirical Finance, Elsevier, vol. 74(C).
  • Handle: RePEc:eee:empfin:v:74:y:2023:i:c:s092753982300097x
    DOI: 10.1016/j.jempfin.2023.101430
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S092753982300097X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jempfin.2023.101430?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Zheng, Ying, 2019. "Collectivism and the costs of high leverage," Journal of Banking & Finance, Elsevier, vol. 106(C), pages 227-245.
    2. Hu, Rui & Karim, Khondkar & Lin, Karen Jingrong & Tan, Jinsong, 2020. "Do investors want politically connected independent directors? Evidence from their forced resignations in China," Journal of Corporate Finance, Elsevier, vol. 61(C).
    3. Arifin, Taufiq & Hasan, Iftekhar & Kabir, Rezaul, 2020. "Transactional and relational approaches to political connections and the cost of debt," Journal of Corporate Finance, Elsevier, vol. 65(C).
    4. Omesh Kini & Jaideep Shenoy & Venkat Subramaniam, 2017. "Impact of Financial Leverage on the Incidence and Severity of Product Failures: Evidence from Product Recalls," The Review of Financial Studies, Society for Financial Studies, vol. 30(5), pages 1790-1829.
    5. Fan, Joseph P.H. & Wong, T.J. & Zhang, Tianyu, 2007. "Politically connected CEOs, corporate governance, and Post-IPO performance of China's newly partially privatized firms," Journal of Financial Economics, Elsevier, vol. 84(2), pages 330-357, May.
    6. Raymond Fisman & Yongxiang Wang, 2015. "The Mortality Cost of Political Connections," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(4), pages 1346-1382.
    7. Nnadi, Modestus I. & Sorwar, Ghulam & Eskandari, Rasol & Chizema, Amon, 2021. "Political connections and seasoned equity offerings," Journal of Banking & Finance, Elsevier, vol. 133(C).
    8. Ang, James S. & Cheng, Yingmei & Wu, Chaopeng, 2015. "Trust, Investment, and Business Contracting," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(3), pages 569-595, June.
    9. Bolton, Patrick & Scharfstein, David S, 1990. "A Theory of Predation Based on Agency Problems in Financial Contracting," American Economic Review, American Economic Association, vol. 80(1), pages 93-106, March.
    10. Ole‐Kristian Hope & Heng Yue & Qinlin Zhong, 2020. "China's Anti‐Corruption Campaign and Financial Reporting Quality†," Contemporary Accounting Research, John Wiley & Sons, vol. 37(2), pages 1015-1043, June.
    11. Otchere, Isaac & Senbet, Lemma W. & Zhu, Pengcheng, 2020. "Does political connection distort competition and encourage corporate risk taking? International evidence," Journal of Empirical Finance, Elsevier, vol. 55(C), pages 21-42.
    12. Wenfeng Wu & Chongfeng Wu & Oliver M. Rui, 2012. "Ownership and the Value of Political Connections: Evidence from China," European Financial Management, European Financial Management Association, vol. 18(4), pages 695-729, September.
    13. Brander, James A. & Lewis, Tracy R., 1986. "Oligopoly and Financial Structure: The Limited Liability Effect," American Economic Review, American Economic Association, vol. 76(5), pages 956-970, December.
    14. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    15. Li, Qian & Guo, Mengting, 2022. "Do the resignations of politically connected independent directors affect corporate social responsibility? Evidence from China," Journal of Corporate Finance, Elsevier, vol. 73(C).
    16. Wang, Lihong, 2015. "Protection or expropriation: Politically connected independent directors in China," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 92-106.
    17. Marianne Bertrand & Francis Kramarz & Antoinette Schoar & David Thesmar, 2018. "The Cost of Political Connections," Review of Finance, European Finance Association, vol. 22(3), pages 849-876.
    18. Kenny Z. Lin & Lillian F. Mills & Fang Zhang & Yongbo Li, 2018. "Do Political Connections Weaken Tax Enforcement Effectiveness?," Contemporary Accounting Research, John Wiley & Sons, vol. 35(4), pages 1941-1972, December.
    19. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    20. Chkir, Imed & Gallali, Mohamed Imen & Toukabri, Manara, 2020. "Political connections and corporate debt: Evidence from two U.S. election campaigns," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 229-239.
    21. Fama, Eugene F. & Jensen, Michael C., 1985. "Organizational forms and investment decisions," Journal of Financial Economics, Elsevier, vol. 14(1), pages 101-119, March.
    22. repec:cup:jfinqa:v:46:y:2011:i:06:p:1865-1891_00 is not listed on IDEAS
    23. Ju, Xiaosheng & Jiang, Shengjun & Zhao, Qifeng, 2023. "Innovation effects of academic executives: Evidence from China," Research Policy, Elsevier, vol. 52(3).
    24. Guo, Shijun & Yu, Xin & Faff, Robert, 2021. "Political connections and media slant," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 58-80.
    25. Yuan, Rongli & Wen, Wen, 2018. "Managerial foreign experience and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 752-770.
    26. Christopher F. Baum & Mark E. Schaffer & Steven Stillman, 2011. "Using Stata For Applied Research: Reviewing Its Capabilities," Journal of Economic Surveys, Wiley Blackwell, vol. 25(2), pages 380-394, April.
    27. Chen, Jun & Garel, Alexandre & Tourani-Rad, Alireza, 2019. "The value of academics: Evidence from academic independent director resignations in China," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 393-414.
    28. Eitan Goldman & Jörg Rocholl & Jongil So, 2013. "Politically Connected Boards of Directors and The Allocation of Procurement Contracts," Review of Finance, European Finance Association, vol. 17(5), pages 1617-1648.
    29. Sun, Rui & Zou, Ganna, 2021. "Political connection, CEO gender, and firm performance," Journal of Corporate Finance, Elsevier, vol. 71(C).
    30. 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.
    31. 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.
    32. 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.
    33. Mariassunta Giannetti & Mike Burkart & Tore Ellingsen, 2011. "What You Sell Is What You Lend? Explaining Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1261-1298.
    34. David A. Matsa, 2011. "Competition and Product Quality in the Supermarket Industry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1539-1591.
    35. Arellano, Manuel, 1989. "A note on the Anderson-Hsiao estimator for panel data," Economics Letters, Elsevier, vol. 31(4), pages 337-341, December.
    36. Firth, Michael & Gong, Stephen X. & Shan, Liwei, 2013. "Cost of government and firm value," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 136-152.
    37. 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.
    38. 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.
    39. Frye, Timothy & Shleifer, Andrei, 1997. "The Invisible Hand and the Grabbing Hand," American Economic Review, American Economic Association, vol. 87(2), pages 354-358, May.
    40. Chen, Shimin & Sun, Zheng & Tang, Song & Wu, Donghui, 2011. "Government intervention and investment efficiency: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 259-271, April.
    41. Sadok El Ghoul & Omrane Guedhami & Chuck C Y Kwok & Ying Zheng, 2021. "The role of creditor rights on capital structure and product market interactions: International evidence," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(1), pages 121-147, February.
    42. Qizhi Tao & Yicheng Sun & Yingjun Zhu & Xiaolin Yang, 2017. "Political Connections and Government Subsidies: Evidence from Financially Distressed Firms in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(8), pages 1854-1868, August.
    43. Campello, Murillo, 2006. "Debt financing: Does it boost or hurt firm performance in product markets?," Journal of Financial Economics, Elsevier, vol. 82(1), pages 135-172, October.
    44. Jinsong Liu & Qianwei Ying, 2019. "The decreasing value of non‐SOEs’ political connections during China’s anti‐corruption campaign: evidence and mechanism," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(5), pages 3171-3221, December.
    45. Cheng, Louis T.W. & Chan, Ricky Y.K. & Leung, T.Y., 2018. "Impact of perk expenditures and marketing expenditures on corporate performance in China: The moderating role of political connections," Journal of Business Research, Elsevier, vol. 86(C), pages 83-95.
    46. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    47. Wei, Chunyan & Hu, Shiyang & Chen, Feng, 2020. "Do political connection disruptions increase labor costs in a government-dominated market? Evidence from publicly listed companies in China," Journal of Corporate Finance, Elsevier, vol. 62(C).
    48. Barraza, Santiago & Civelli, Andrea, 2020. "Economic policy uncertainty and the supply of business loans," Journal of Banking & Finance, Elsevier, vol. 121(C).
    49. Campello, Murillo, 2003. "Capital structure and product markets interactions: evidence from business cycles," Journal of Financial Economics, Elsevier, vol. 68(3), pages 353-378, June.
    50. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    51. Li, Hongbin & Meng, Lingsheng & Wang, Qian & Zhou, Li-An, 2008. "Political connections, financing and firm performance: Evidence from Chinese private firms," Journal of Development Economics, Elsevier, vol. 87(2), pages 283-299, October.
    52. Maksimovic, Vojislav & Titman, Sheridan, 1991. "Financial Policy and Reputation for Product Quality," The Review of Financial Studies, Society for Financial Studies, vol. 4(1), pages 175-200.
    53. 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.
    54. Correia, Maria M., 2014. "Political connections and SEC enforcement," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 241-262.
    55. Titman, Sheridan, 1984. "The effect of capital structure on a firm's liquidation decision," Journal of Financial Economics, Elsevier, vol. 13(1), pages 137-151, March.
    56. 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).
    57. Wu, Wenfeng & Firth, Michael & Rui, Oliver M., 2014. "Trust and the provision of trade credit," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 146-159.
    58. Jianjun Zhang & Christopher Marquis & Kunyuan Qiao, 2016. "Do Political Connections Buffer Firms from or Bind Firms to the Government? A Study of Corporate Charitable Donations of Chinese Firms," Organization Science, INFORMS, vol. 27(5), pages 1307-1324, October.
    59. Jia, Ning & Mao, Xinshu & Yuan, Rongli, 2019. "Political connections and directors' and officers' liability insurance – Evidence from China," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 353-372.
    60. Chen, Charles J.P. & Li, Zengquan & Su, Xijia & Sun, Zheng, 2011. "Rent-seeking incentives, corporate political connections, and the control structure of private firms: Chinese evidence," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 229-243, April.
    61. Lin, Yan & Liu, Yijia & Chan, Kam C., 2021. "Political connections and product market competition: Effects and channels," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 801-816.
    62. Ahn, Seoungpil & Denis, David J. & Denis, Diane K., 2006. "Leverage and investment in diversified firms," Journal of Financial Economics, Elsevier, vol. 79(2), pages 317-337, February.
    63. Wang, Li & Dai, Yunhao & Kong, Dongmin, 2021. "Air pollution and employee treatment," Journal of Corporate Finance, Elsevier, vol. 70(C).
    64. Mariassunta Giannetti & Guanmin Liao & Xiaoyun Yu, 2015. "The Brain Gain of Corporate Boards: Evidence from China," Journal of Finance, American Finance Association, vol. 70(4), pages 1629-1682, August.
    65. Chevalier, Judith A, 1995. "Do LBO Supermarkets Charge More? An Empirical Analysis of the Effects of LBOs on Supermarket Pricing," Journal of Finance, American Finance Association, vol. 50(4), pages 1095-1112, September.
    66. Mara Faccio, 2006. "Politically Connected Firms," American Economic Review, American Economic Association, vol. 96(1), pages 369-386, March.
    67. Opler, Tim C & Titman, Sheridan, 1994. "Financial Distress and Corporate Performance," Journal of Finance, American Finance Association, vol. 49(3), pages 1015-1040, July.
    68. Conyon, Martin J. & Haß, Lars Helge & Vergauwe, Skrålan & Zhang, Zhifang, 2019. "Foreign experience and CEO compensation," Journal of Corporate Finance, Elsevier, vol. 57(C), pages 102-121.
    69. Cao, Xiaping & Pan, Xiaofei & Qian, Meijun & Tian, Gary Gang, 2017. "Political capital and CEO entrenchment: Evidence from CEO turnover in Chinese non-SOEs," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 1-14.
    70. Meng, Yijun & Yin, Chao, 2019. "Trust and the cost of debt financing," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 59(C), pages 58-73.
    71. 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.
    72. Luo, Xueming & Zhou, Lianxi & Liu, Sandra S., 2005. "Entrepreneurial firms in the context of China's transition economy: an integrative framework and empirical examination," Journal of Business Research, Elsevier, vol. 58(3), pages 277-284, March.
    73. Xu, Zhaoxia, 2020. "Economic policy uncertainty, cost of capital, and corporate innovation," Journal of Banking & Finance, Elsevier, vol. 111(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Florackis, Chris & Fu, Xi & Wang, Jingjing, 2023. "Political connections, environmental violations and punishment: Evidence from heavily polluting firms," International Review of Financial Analysis, Elsevier, vol. 88(C).
    2. Wei, Chunyan & Hu, Shiyang & Chen, Feng, 2020. "Do political connection disruptions increase labor costs in a government-dominated market? Evidence from publicly listed companies in China," Journal of Corporate Finance, Elsevier, vol. 62(C).
    3. Li, Mingsheng & Liu, Desheng & Peng, Hongfeng & Zhang, Luxiu, 2022. "Political connection and its impact on equity market," Research in International Business and Finance, Elsevier, vol. 60(C).
    4. Jiamin Wang & Qian Li & Chenmeng Lai & Victor Song, 2024. "Corporate fraud, political connections, and media bias: Evidence from China," Bulletin of Economic Research, Wiley Blackwell, vol. 76(2), pages 319-353, April.
    5. Bae, Kee-Hong & El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Zheng, Ying, 2019. "Does corporate social responsibility reduce the costs of high leverage? Evidence from capital structure and product market interactions," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 135-150.
    6. Sadok El Ghoul & Omrane Guedhami & Chuck C Y Kwok & Ying Zheng, 2021. "The role of creditor rights on capital structure and product market interactions: International evidence," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(1), pages 121-147, February.
    7. Nnadi, Modestus I. & Sorwar, Ghulam & Eskandari, Rasol & Chizema, Amon, 2021. "Political connections and seasoned equity offerings," Journal of Banking & Finance, Elsevier, vol. 133(C).
    8. Xiao, Gang & Shen, Sichen, 2022. "To pollute or not to pollute: Political connections and corporate environmental performance," Journal of Corporate Finance, Elsevier, vol. 74(C).
    9. Cheng, Lei, 2022. "Political capital and physical capital: Substitute or complement? Evidence from China's anti-corruption campaign," Emerging Markets Review, Elsevier, vol. 51(PB).
    10. Jackowicz, Krzysztof & Kozłowski, Łukasz & Podgórski, Błażej & Winkler-Drews, Tadeusz, 2020. "Do political connections shield from negative shocks? Evidence from rating changes in advanced emerging economies," Journal of Financial Stability, Elsevier, vol. 51(C).
    11. Jia, Ning & Mao, Xinshu & Yuan, Rongli, 2019. "Political connections and directors' and officers' liability insurance – Evidence from China," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 353-372.
    12. Park, SeHyun, 2023. "Profitability of politically corrupt firms: Evidence from Romania," Emerging Markets Review, Elsevier, vol. 54(C).
    13. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Zheng, Ying, 2019. "Collectivism and the costs of high leverage," Journal of Banking & Finance, Elsevier, vol. 106(C), pages 227-245.
    14. Liu, Guanchun & Hu, May & Cheng, Chen, 2021. "The information transfer effects of political connections on mitigating policy uncertainty: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 67(C).
    15. Karami, Gholamreza & Mehrani, Sasan & Beik Boshrouyeh, Salman & Ezadpour, Mostafa & Mohebbi, Masoud & Samavat, Milad, 2024. "Political connections and labor investment efficiency," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 568-580.
    16. Chang, Yuyuan & Pan, Xiaofei & Wang, Jianling & Zhou, Qing, 2021. "Depoliticization and corporate cash holdings: Evidence from the mandated resignation of directors in China," Journal of Corporate Finance, Elsevier, vol. 69(C).
    17. Yu, Xin & Zheng, Ying, 2019. "The value of political ties for firms experiencing enforcement actions: Evidence from China," The British Accounting Review, Elsevier, vol. 51(1), pages 24-45.
    18. Lin, Yan & Liu, Yijia & Chan, Kam C., 2021. "Political connections and product market competition: Effects and channels," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 801-816.
    19. Arifin, Taufiq & Hasan, Iftekhar & Kabir, Rezaul, 2020. "Transactional and relational approaches to political connections and the cost of debt," Journal of Corporate Finance, Elsevier, vol. 65(C).
    20. Zhi Wang & Miao Yu, 2022. "Political embeddedness and firms' growth," Kyklos, Wiley Blackwell, vol. 75(1), pages 127-153, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:empfin:v:74:y:2023:i:c:s092753982300097x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jempfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.