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Financial constraints and political catering disclosures of non‐state‐owned firms: Evidence from textual analysis

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  • Dongmin Kong
  • Lu Shi

Abstract

Using textual analysis techniques, we construct a novel measure to quantify the level of political information in forward‐looking disclosures of privately controlled firms. Our results show that private firms with serious financial constraints are more likely to reveal more political information in forward‐looking disclosures. Plausible mechanisms driving our findings are firms' high growth, under‐investment, and weaker political connections, suggesting that firms cater to governments in the expectation of more financing resources. Finally, we show the economic consequences of political catering strategy on corporate performance.

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  • Dongmin Kong & Lu Shi, 2023. "Financial constraints and political catering disclosures of non‐state‐owned firms: Evidence from textual analysis," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4533-4563, December.
    • Handle: RePEc:bla:acctfi:v:63:y:2023:i:4:p:4533-4563
    DOI: 10.1111/acfi.13107
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    as
    1. Kong, Dongmin & Tao, Yunqing & Wang, Yanan, 2020. "China's anti-corruption campaign and firm productivity: Evidence from a quasi-natural experiment," China Economic Review, Elsevier, vol. 63(C).
    2. Lockhart, George Brandon & Unlu, Emre, 2018. "Does corporate lobbying activity provide useful information to credit markets?," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 128-157.
    3. Malcolm Baker & Jeremy C. Stein & Jeffrey Wurgler, 2003. "When Does the Market Matter? Stock Prices and the Investment of Equity-Dependent Firms," The Quarterly Journal of Economics, Oxford University Press, vol. 118(3), pages 969-1005.
    4. 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.
    5. Chen, Shenglan & Ma, Hui & Teng, Haimeng & Wu, Qiang, 2022. "Banking liberalization and corporate tax planning: Evidence from natural experiments," Journal of Corporate Finance, Elsevier, vol. 76(C).
    6. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.
    7. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    8. 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.
    9. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    10. 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.
    11. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    12. Lin, Karen Jingrong & Tan, Jinsong & Zhao, Liming & Karim, Khondkar, 2015. "In the name of charity: Political connections and strategic corporate social responsibility in a transition economy," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 327-346.
    13. Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1187-1230, September.
    14. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    15. Dongmin Kong & Junyi Xiang & Jian Zhang & Yiyang Lu, 2019. "Politically connected independent directors and corporate fraud in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(5), pages 1347-1383, March.
    16. Huang, Ying, 2022. "Government subsidies and corporate disclosure," Journal of Accounting and Economics, Elsevier, vol. 74(1).
    17. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    18. Firth, Michael & Lin, Chen & Liu, Ping & Wong, Sonia M.L., 2009. "Inside the black box: Bank credit allocation in China's private sector," Journal of Banking & Finance, Elsevier, vol. 33(6), pages 1144-1155, June.
    19. Huang, Guihai & Song, Frank M., 2006. "The determinants of capital structure: Evidence from China," China Economic Review, Elsevier, vol. 17(1), pages 14-36.
    20. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    21. Hoepner, Andreas G.F. & Lin, Ming-Tsung, 2022. "Do shareholder views affect corporate political activities?," International Review of Financial Analysis, Elsevier, vol. 84(C).
    22. Kebin Deng & Haijian Zeng & Yushu Zhu, 2019. "Political connection, market frictions and financial constraints: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(4), pages 2377-2414, December.
    23. Hao, Zhuoqun & Liu, Yu & Zhang, Jinfan & Zhao, Xiaoxue, 2020. "Political connection, corporate philanthropy and efficiency: Evidence from China’s anti-corruption campaign," Journal of Comparative Economics, Elsevier, vol. 48(3), pages 688-708.
    24. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    25. Nnadi, Modestus I. & Sorwar, Ghulam & Eskandari, Rasol & Chizema, Amon, 2021. "Political connections and seasoned equity offerings," Journal of Banking & Finance, Elsevier, vol. 133(C).
    26. Zhou, Mingquan & Yang, Yang, 2022. "Shadow price of equity and political connectedness: A study of Chinese commercial banks," International Review of Financial Analysis, Elsevier, vol. 83(C).
    27. 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.
    28. 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.
    29. Dennis P. Quinn & A. Maria Toyoda, 2008. "Does Capital Account Liberalization Lead to Growth?," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1403-1449, May.
    30. Johnston, Derek & Jones, Denise A., 2006. "How does accounting fit into a firm's political strategy?," Journal of Accounting and Public Policy, Elsevier, vol. 25(2), pages 195-228.
    31. Hellman, Joel S. & Jones, Geraint & Kaufmann, Daniel, 2003. "Seize the state, seize the day: state capture and influence in transition economies," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 751-773, December.
    32. Zheng Liu & Pengfei Wang & Zhiwei Xu, 2021. "Interest Rate Liberalization and Capital Misallocations," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(2), pages 373-419, April.
    33. Li, Zhimin & Cheng, Lei, 2020. "What do private firms do after losing political capital? Evidence from China," Journal of Corporate Finance, Elsevier, vol. 60(C).
    34. Jean-Jacques Dethier & Maximilian Hirn & Stéphane Straub, 2011. "Explaining Enterprise Performance in Developing Countries with Business Climate Survey Data," The World Bank Research Observer, World Bank, vol. 26(2), pages 258-309, August.
    35. 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.
    36. Chong‐En Bai & Jiangyong Lu & Zhigang Tao, 2006. "Property rights protection and access to bank loans," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 14(4), pages 611-628, October.
    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. Feng Li, 2010. "The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach," Journal of Accounting Research, Wiley Blackwell, vol. 48(5), pages 1049-1102, December.
    39. Belen Blanco & Juan M. Garcia Lara & Josep A. Tribo, 2015. "Segment Disclosure and Cost of Capital," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(3-4), pages 367-411, April.
    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. Chen, Shuo & Yan, Xun & Yang, Bo, 2020. "Move to success? Headquarters relocation, political favoritism, and corporate performance," Journal of Corporate Finance, Elsevier, vol. 64(C).
    42. Fazzari, Steven M & Athey, Michael J, 1987. "Asymmetric Information, Financing Constraints, and Investment," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 481-487, August.
    43. Chen, Carl R. & Li, Yingqi & Luo, Danglun & Zhang, Ting, 2017. "Helping hands or grabbing hands? An analysis of political connections and firm value," Journal of Banking & Finance, Elsevier, vol. 80(C), pages 71-89.
    44. Si, Deng-Kui & Li, Xiao-Lin & Huang, Shoujun, 2021. "Financial deregulation and operational risks of energy enterprise: The shock of liberalization of bank lending rate in China," Energy Economics, Elsevier, vol. 93(C).
    45. Chan, Kenneth S. & Dang, Vinh Q.T. & Yan, Isabel K.M., 2012. "Financial reform and financing constraints: Some evidence from listed Chinese firms," China Economic Review, Elsevier, vol. 23(2), pages 482-497.
    46. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    47. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
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