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Idiosyncratic Political Risk and Bad News Hoarding

Author

Listed:
  • Gonul Colak
  • Georgios Loukopoulos
  • Panagiotis Loukopoulos

Abstract

Managers may respond to greater political risk by suppressing unfavorable news from outsiders to manage investors’ perceptions about firm risk and protect their careers. However, they may also avoid engaging in bad news hoarding activities because exposure to political risk increases firm visibility and attracts greater scrutiny. Using a novel measure of firm‐specific risk, we document that idiosyncratic variation in political risk motivates firms to hide bad news from investors, which manifests in greater stock price crash risk. Exploiting the redrawing of electoral districts as a source of plausibly exogenous variation in firm‐level political risk, we show that our documented relationships are causal. Additional tests indicate that stringent monitoring constrains the opportunistic behavior induced by exposure to political risk, while firms actively pursuing political or ESG strategies are less prone to crashes. Finally, we uncover that the path from firm‐level political risk to crash risk is mediated by real earnings management and corporate disclosure readability.

Suggested Citation

  • Gonul Colak & Georgios Loukopoulos & Panagiotis Loukopoulos, 2026. "Idiosyncratic Political Risk and Bad News Hoarding," The Financial Review, Eastern Finance Association, vol. 61(2), pages 659-685, May.
    • Handle: RePEc:bla:finrev:v:61:y:2026:i:2:p:659-685
    DOI: 10.1111/fire.70036
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    References listed on IDEAS

    as
    1. Hu, Jinshuai & Li, Siqi & Taboada, Alvaro G. & Zhang, Feida, 2020. "Corporate board reforms around the world and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 62(C).
    2. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    3. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2001. "Forecasting crashes: trading volume, past returns, and conditional skewness in stock prices," Journal of Financial Economics, Elsevier, vol. 61(3), pages 345-381, September.
    4. Hoberg, Gerard & Moon, S. Katie, 2017. "Offshore activities and financial vs operational hedging," Journal of Financial Economics, Elsevier, vol. 125(2), pages 217-244.
    5. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, December.
    6. Inder K. Khurana & Raynolde Pereira & Eliza (Xia) Zhang, 2018. "Is Real Earnings Smoothing Harmful? Evidence from Firm‐Specific Stock Price Crash Risk," Contemporary Accounting Research, John Wiley & Sons, vol. 35(1), pages 558-587, March.
    7. Thomas R. Kubick & G. Brandon Lockhart, 2016. "Proximity to the SEC and Stock Price Crash Risk," Financial Management, Financial Management Association International, vol. 45(2), pages 341-367, May.
    8. Phan, Hieu V. & Nguyen, Nam H. & Nguyen, Hien T. & Hegde, Shantaram, 2019. "Policy uncertainty and firm cash holdings," Journal of Business Research, Elsevier, vol. 95(C), pages 71-82.
    9. Al Mamun, Md & Balachandran, Balasingham & Duong, Huu Nhan, 2020. "Powerful CEOs and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 62(C).
    10. 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.
    11. Ferdinand A. Gul, 2006. "Auditors' Response to Political Connections and Cronyism in Malaysia," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 44(5), pages 931-963, December.
    12. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    13. Xing, Yuhang & Zhang, Xiaoyan & Zhao, Rui, 2010. "What Does the Individual Option Volatility Smirk Tell Us About Future Equity Returns?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 641-662, June.
    14. Samuel B. Bonsall & Brian P. Miller, 2017. "The impact of narrative disclosure readability on bond ratings and the cost of debt," Review of Accounting Studies, Springer, vol. 22(2), pages 608-643, June.
    15. Karl V. Lins & Henri Servaes & Ane Tamayo, 2017. "Social Capital, Trust, and Firm Performance: The Value of Corporate Social Responsibility during the Financial Crisis," Journal of Finance, American Finance Association, vol. 72(4), pages 1785-1824, August.
    16. Brian J. Bushee & Ian D. Gow & Daniel J. Taylor, 2018. "Linguistic Complexity in Firm Disclosures: Obfuscation or Information?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 56(1), pages 85-121, March.
    17. Ji, Qiong & Quan, Xiaofeng & Yin, Hongying & Yuan, Qingbo, 2021. "Gambling preferences and stock price crash risk: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 128(C).
    18. Lubos Pástor & Pietro Veronesi, 2012. "Uncertainty about Government Policy and Stock Prices," Journal of Finance, American Finance Association, vol. 67(4), pages 1219-1264, August.
    19. Stephen J Kobrin, 1979. "Political Risk: A Review and Reconsideration," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 10(1), pages 67-80, March.
    20. Hui Liang James & Hongxia Wang & Nilakshi Borah, 2024. "Firm-Level Political Risk and the Cash Flow Sensitivity of Cash," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 14(01), pages 1-36, March.
    21. 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.
    22. 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.
    23. Pástor, Ľuboš & Veronesi, Pietro, 2013. "Political uncertainty and risk premia," Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
    24. Callen, Jeffrey L. & Fang, Xiaohua, 2015. "Religion and Stock Price Crash Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 169-195, April.
    25. Campbell R. Harvey & Akhtar Siddique, 2000. "Conditional Skewness in Asset Pricing Tests," Journal of Finance, American Finance Association, vol. 55(3), pages 1263-1295, June.
    26. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    27. Lili Dai & Phong Ngo, 2021. "Political Uncertainty and Accounting Conservatism," European Accounting Review, Taylor & Francis Journals, vol. 30(2), pages 277-307, March.
    28. 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.
    29. An, Heng & Zhang, Ting, 2013. "Stock price synchronicity, crash risk, and institutional investors," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 1-15.
    30. Obaydin, Ivan & Zurbruegg, Ralf & Hossain, Md Noman & Adhikari, Binay Kumar & Elnahas, Ahmed, 2021. "Shareholder litigation rights and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 66(C).
    31. Dimson, Elroy, 1979. "Risk measurement when shares are subject to infrequent trading," Journal of Financial Economics, Elsevier, vol. 7(2), pages 197-226, June.
    32. 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.
    33. Kim, Jeong-Bon & Tseng, Kevin & Wang, Jundong (Jeff) & Xi, Yaoyi, 2024. "Policy uncertainty, bad news disclosure, and stock price crash risk," Journal of Empirical Finance, Elsevier, vol. 78(C).
    34. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "Corporate tax avoidance and stock price crash risk: Firm-level analysis," Journal of Financial Economics, Elsevier, vol. 100(3), pages 639-662, June.
    35. Cohen, Daniel A. & Zarowin, Paul, 2010. "Accrual-based and real earnings management activities around seasoned equity offerings," Journal of Accounting and Economics, Elsevier, vol. 50(1), pages 2-19, May.
    36. Jeong†Bon Kim & Liandong Zhang, 2014. "Financial Reporting Opacity and Expected Crash Risk: Evidence from Implied Volatility Smirks," Contemporary Accounting Research, John Wiley & Sons, vol. 31(3), pages 851-875, September.
    37. Andrew Bird & Stephen A. Karolyi & Thomas G. Ruchti, 2023. "How Do Firms Respond to Political Uncertainty? Evidence from U.S. Gubernatorial Elections," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 61(4), pages 1025-1061, September.
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