IDEAS home Printed from https://ideas.repec.org/a/bla/buecrs/v76y2024i2p319-353.html
   My bibliography  Save this article

Corporate fraud, political connections, and media bias: Evidence from China

Author

Listed:
  • Jiamin Wang
  • Qian Li
  • Chenmeng Lai
  • Victor Song

Abstract

This article empirically examines how political connections (PCs) affect a firm's media reaction after corporate fraud. Using data for Chinese listed companies from 2008 to 2021, we find that the media reports more positively for firms with PCs than for others that do not possess such advantages after the enforcement against fraud. The results are robust to a series of robustness checks and endogeneity corrections. When decomposing media reports, we find that PCs only facilitate positive media coverage but do not impede negative media coverage, which is more pronounced in state‐controlled media. This suggests that PCs protect firms’ branding by facilitating positive media reports rather than withholding bad news. Moreover, we find this protective effect is more pronounced in firms with stronger PCs, weaker anti‐corruption regulation, lighter punishment for fraud, private ownership, and more donations. Further, the consequences analysis shows that this kind of protective effect significantly increases the probability of future fraud and stock price crashes. Our findings present a new perspective on the role of PCs and provide evidence for political bias in media coverage.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:buecrs:v:76:y:2024:i:2:p:319-353
    DOI: 10.1111/boer.12423
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/boer.12423
    Download Restriction: no

    File URL: https://libkey.io/10.1111/boer.12423?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
    ---><---

    References listed on IDEAS

    as
    1. Luo, Jin-hui & Gong, Manning & Lin, Yilong & Fang, Qifeng, 2016. "Political connections and stock price crash risk: Evidence from China," Economics Letters, Elsevier, vol. 147(C), pages 90-92.
    2. Alexander Dyck & Natalya Volchkova & Luigi Zingales, 2008. "The Corporate Governance Role of the Media: Evidence from Russia," Journal of Finance, American Finance Association, vol. 63(3), pages 1093-1135, June.
    3. Joseph D. Piotroski & T. J. Wong & Tianyu Zhang, 2017. "Political Bias in Corporate News: The Role of Conglomeration Reform in China," Journal of Law and Economics, University of Chicago Press, vol. 60(1), pages 173-207.
    4. Paul C. Tetlock & Maytal Saar‐Tsechansky & Sofus Macskassy, 2008. "More Than Words: Quantifying Language to Measure Firms' Fundamentals," Journal of Finance, American Finance Association, vol. 63(3), pages 1437-1467, June.
    5. 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).
    6. Gregory S. Miller, 2006. "The Press as a Watchdog for Accounting Fraud," Journal of Accounting Research, Wiley Blackwell, vol. 44(5), pages 1001-1033, December.
    7. Adam Szeidl & Ferenc Szucs, 2021. "Media Capture Through Favor Exchange," Econometrica, Econometric Society, vol. 89(1), pages 281-310, January.
    8. 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.
    9. Lisic, Ling Lei & Silveri, Sabatino (Dino) & Song, Yanheng & Wang, Kun, 2015. "Accounting fraud, auditing, and the role of government sanctions in China," Journal of Business Research, Elsevier, vol. 68(6), pages 1186-1195.
    10. 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.
    11. Chunxin Jia & Shujun Ding & Yuanshun Li & Zhenyu Wu, 2009. "Fraud, Enforcement Action, and the Role of Corporate Governance: Evidence from China," Journal of Business Ethics, Springer, vol. 90(4), pages 561-576, December.
    12. Qian Li & Jiamin Wang & Liang Bao, 2022. "Media tone, bias, and stock price crash risk: evidence from China," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 29(1), pages 1-35, January.
    13. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    14. 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.
    15. Borochin, Paul & Cu, Wei Hua, 2018. "Alternative corporate governance: Domestic media coverage of mergers and acquisitions in China," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 1-25.
    16. Yang, Yan & Yao, Shujie & He, Hongbo & Ou, Jinghua, 2019. "On corporate philanthropy of private firms and trade credit financing in China," China Economic Review, Elsevier, vol. 57(C).
    17. Camelia M. Kuhnen & Alexandra Niessen, 2012. "Public Opinion and Executive Compensation," Management Science, INFORMS, vol. 58(7), pages 1249-1272, July.
    18. Kenneth R. Ahern & Denis Sosyura, 2014. "Who Writes the News? Corporate Press Releases during Merger Negotiations," Journal of Finance, American Finance Association, vol. 69(1), pages 241-291, February.
    19. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    20. Amore, Mario Daniele & Bennedsen, Morten, 2013. "The value of local political connections in a low-corruption environment," Journal of Financial Economics, Elsevier, vol. 110(2), pages 387-402.
    21. 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.
    22. 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.
    23. Correia, Maria M., 2014. "Political connections and SEC enforcement," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 241-262.
    24. Bajo, Emanuele & Raimondo, Carlo, 2017. "Media sentiment and IPO underpricing," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 139-153.
    25. 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.
    26. 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).
    27. Wang, Lihong, 2015. "Protection or expropriation: Politically connected independent directors in China," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 92-106.
    28. Yanmei Sun & Xiaoting Sun & Weixing Wu, 2021. "Who detects corporate fraud under the thriving of the new media? Evidence from Chinese‐listed firms," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 1313-1343, April.
    29. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    30. Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, June.
    31. Jo-Ellen Pozner, 2008. "Stigma and Settling Up: An Integrated Approach to the Consequences of Organizational Misconduct for Organizational Elites," Journal of Business Ethics, Springer, vol. 80(1), pages 141-150, June.
    32. Nikolaos Tsileponis & Konstantinos Stathopoulos & Martin Walker, 2020. "The monitoring role of the financial press around corporate announcements," Accounting and Business Research, Taylor & Francis Journals, vol. 50(6), pages 539-573, September.
    33. Joe, Jennifer R. & Louis, Henock & Robinson, Dahlia, 2009. "Managers’ and Investors’ Responses to Media Exposure of Board Ineffectiveness," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(3), pages 579-605, June.
    34. repec:cup:jfinqa:v:46:y:2011:i:06:p:1865-1891_00 is not listed on IDEAS
    35. 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.
    36. Adhikari, Ajay & Derashid, Chek & Zhang, Hao, 2006. "Public policy, political connections, and effective tax rates: Longitudinal evidence from Malaysia," Journal of Accounting and Public Policy, Elsevier, vol. 25(5), pages 574-595.
    37. Jiaxing You & Bohui Zhang & Le Zhang, 2018. "Who Captures the Power of the Pen?," The Review of Financial Studies, Society for Financial Studies, vol. 31(1), pages 43-96.
    38. Alexander Dyck & Adair Morse & Luigi Zingales, 2010. "Who Blows the Whistle on Corporate Fraud?," Journal of Finance, American Finance Association, vol. 65(6), pages 2213-2253, December.
    39. Matthew Gentzkow & Jesse M. Shapiro, 2010. "What Drives Media Slant? Evidence From U.S. Daily Newspapers," Econometrica, Econometric Society, vol. 78(1), pages 35-71, January.
    40. Mara Faccio, 2006. "Politically Connected Firms," American Economic Review, American Economic Association, vol. 96(1), pages 369-386, March.
    41. Toby Stuart & Yanbo Wang, 2016. "Who cooks the books in China, and does it pay? Evidence from private, high‐technology firms," Strategic Management Journal, Wiley Blackwell, vol. 37(13), pages 2658-2676, December.
    42. Guo, Shijun & Yu, Xin & Faff, Robert, 2021. "Political connections and media slant," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 58-80.
    43. James Kai‐sing Kung & Chicheng Ma, 2018. "Friends with Benefits: How Political Connections Help to Sustain Private Enterprise Growth in China," Economica, London School of Economics and Political Science, vol. 85(337), pages 41-74, January.
    44. Rafael Di Tella & Ignacio Franceschelli, 2011. "Government Advertising and Media Coverage of Corruption Scandals," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 119-151, October.
    45. An, Zhe & Chen, Chen & Naiker, Vic & Wang, Jun, 2020. "Does media coverage deter firms from withholding bad news? Evidence from stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 64(C).
    46. 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.
    47. 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.
    48. Nan Zhang & Qiaozhuan Liang & Huiying Li & Xiao Wang, 2022. "The organizational relationship–based political connection and debt financing: Evidence from Chinese private firms," Bulletin of Economic Research, Wiley Blackwell, vol. 74(1), pages 69-105, January.
    49. Wu, Yanling & Tian, Gary Gang, 2021. "Public relations expenditure, media tone, and regulatory decisions," Journal of Corporate Finance, Elsevier, vol. 66(C).
    50. Yangyang Chen & C. S. Agnes Cheng & Shuo Li & Jingran Zhao, 2021. "The monitoring role of the media: Evidence from earnings management," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(3-4), pages 533-563, March.
    51. Yeh, Yin-Hua & Shu, Pei-Gi & Chiu, Shean-Bii, 2013. "Political connections, corporate governance and preferential bank loans," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 1079-1101.
    52. Brian J. Bushee & John E. Core & Wayne Guay & Sophia J.W. Hamm, 2010. "The Role of the Business Press as an Information Intermediary," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 1-19, March.
    53. Maria Arango-Kure & Marcel Garz & Armin Rott, 2014. "Bad News Sells: The Demand for News Magazines and the Tone of Their Covers," Journal of Media Economics, Taylor & Francis Journals, vol. 27(4), pages 199-214, December.
    54. Joseph P. H. Fan & T. J. Wong & Tianyu Zhang, 2013. "Institutions and Organizational Structure: The Case of State-Owned Corporate Pyramids," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 29(6), pages 1217-1252, December.
    55. Brad M. Barber & Terrance Odean, 2008. "All That Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 785-818, April.
    56. 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.
    57. Jonathan Reuter & Eric Zitzewitz, 2006. "Do Ads Influence Editors? Advertising and Bias in the Financial Media," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(1), pages 197-227.
    58. Kostovetsky, Leonard, 2015. "Political capital and moral hazard," Journal of Financial Economics, Elsevier, vol. 116(1), pages 144-159.
    59. David H. Solomon, 2012. "Selective Publicity and Stock Prices," Journal of Finance, American Finance Association, vol. 67(2), pages 599-638, April.
    60. Asim Ijaz Khwaja & Atif Mian, 2005. "Do Lenders Favor Politically Connected Firms? Rent Provision in an Emerging Financial Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1371-1411.
    61. 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.
    62. Raymond Fisman, 2001. "Estimating the Value of Political Connections," American Economic Review, American Economic Association, vol. 91(4), pages 1095-1102, September.
    63. 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.
    64. Zhong, Xi & Ren, Liuyang & Song, Tiebo, 2021. "Different effects of internal and external tournament incentives on corporate financial misconduct: Evidence from China," Journal of Business Research, Elsevier, vol. 134(C), pages 329-341.
    65. Paul Coram & Colin Ferguson & Robyn Moroney, 2008. "Internal audit, alternative internal audit structures and the level of misappropriation of assets fraud," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 48(4), pages 543-559, December.
    66. Wenfeng Wu & Sofia A. Johan & Oliver M. Rui, 2016. "Institutional Investors, Political Connections, and the Incidence of Regulatory Enforcement Against Corporate Fraud," Journal of Business Ethics, Springer, vol. 134(4), pages 709-726, April.
    67. 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.
    68. Bhattacharya, Utpal & Galpin, Neal & Ray, Rina & Yu, Xiaoyun, 2009. "The Role of the Media in the Internet IPO Bubble," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(3), pages 657-682, June.
    69. Paul C. Tetlock, 2010. "Does Public Financial News Resolve Asymmetric Information?," The Review of Financial Studies, Society for Financial Studies, vol. 23(9), pages 3520-3557.
    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, Yuanpeng & Shi, Haina & Zhou, Yi, 2021. "The influence of the media on government decisions: Evidence from IPOs in China," Journal of Corporate Finance, Elsevier, vol. 70(C).
    4. 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).
    5. Tung L. Dang & Thi H. H. Huynh & Manh T. Nguyen, 2021. "Media attention and firm value: International evidence," International Review of Finance, International Review of Finance Ltd., vol. 21(3), pages 865-894, September.
    6. Dang, Tung Lam & Dang, Man & Hoang, Luong & Nguyen, Lily & Phan, Hoang Long, 2020. "Media coverage and stock price synchronicity," International Review of Financial Analysis, Elsevier, vol. 67(C).
    7. Guo, Shijun & Yu, Xin & Faff, Robert, 2021. "Political connections and media slant," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 58-80.
    8. Dang, Tung Lam & Dang, Viet Anh & Moshirian, Fariborz & Nguyen, Lily & Zhang, Bohui, 2019. "News media coverage and corporate leverage adjustments," Journal of Banking & Finance, Elsevier, vol. 109(C).
    9. Liao, Rose & Wang, Xinjie & Wu, Ge, 2021. "The role of media in mergers and acquisitions," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 74(C).
    10. Ormazabal, Gaizka, 2018. "The Role of Stakeholders in Corporate Governance: A View from Accounting Research," CEPR Discussion Papers 12775, C.E.P.R. Discussion Papers.
    11. Gao, Xin & Xu, Weidong & Li, Donghui, 2022. "Media coverage and corporate risk-taking: International evidence," Journal of Multinational Financial Management, Elsevier, vol. 65(C).
    12. Bai, Jing & Tang, Xuesong & Zheng, Yuxin, 2023. "Serving the truth: Do directors with media background improve financial reporting quality?," International Review of Financial Analysis, Elsevier, vol. 85(C).
    13. 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.
    14. Buehlmaier, Matthias M. M. & Zechner, Josef, 2016. "Financial media, price discovery, and merger arbitrage," CFS Working Paper Series 551, Center for Financial Studies (CFS).
    15. Hossain, Md Miran & Javakhadze, David, 2020. "Corporate media connections and merger outcomes," Journal of Corporate Finance, Elsevier, vol. 65(C).
    16. 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.
    17. Jacobs, Heiko, 2020. "Hype or help? Journalists’ perceptions of mispriced stocks," Journal of Economic Behavior & Organization, Elsevier, vol. 178(C), pages 550-565.
    18. Onal, Bunyamin, 2023. "Do politically connected directors play an information role under policy uncertainty?," Journal of Multinational Financial Management, Elsevier, vol. 68(C).
    19. Lili Dai & Rui Shen & Bohui Zhang, 2021. "Does the media spotlight burn or spur innovation?," Review of Accounting Studies, Springer, vol. 26(1), pages 343-390, March.
    20. Shuyi Li & Junhao Kong & Stefan Cristian Gherghina, 2022. "News Sentiment and the Risk of a Stock Price Crash Risk: Based on Financial Dictionary Combined BERT-DCA," Discrete Dynamics in Nature and Society, Hindawi, vol. 2022, pages 1-28, July.

    More about this item

    Statistics

    Access and download statistics

    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:bla:buecrs:v:76:y:2024:i:2:p:319-353. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0307-3378 .

    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.