Does Real Earnings Management Influence Stock Price Crash Risk? Evidence from Borsa Istanbul

Authors

DOI:

https://doi.org/10.63556/tisej.2026.1988

Keywords:

Real earnings management, Stock price crash risk, Information asymmetry, Firm overvaluation, Emerging markets, Real earnings management, Information asymmetry, Firm overvaluation, Emerging markets, Stock price crash risk

Abstract

In this study, I examine whether real earnings management affects future stock price crash risk using 2,839 firm-year observations from Borsa Istanbul, with predictor variables measured from 2005 to 2024 and crash-risk outcomes measured from 2006 to 2025. Real earnings management (REM) is measured from abnormal production costs, abnormal discretionary expenditures, and abnormal operating cash flows, while crash risk is gauged by negative conditional skewness and down-to-up volatility. Higher REM is associated with higher values of both crash risk measures. The result persists when alternative proxies, first-difference models, firm fixed effects, and entropy-balanced observations are used. This study contributes to the REM literature by providing evidence from an emerging market with distinct market conditions and reporting practices. Consistent with the hypotheses concerning firm overvaluation and information asymmetry, the cross-sectional results show that the positive REM–crash risk association is stronger among overvalued firms and firms with greater information asymmetry. This finding supports the view that valuation pressure may strengthen incentives to delay bad news recognition, while opaque information environments make underlying problems more difficult for market participants to detect.

References

Abad, D., Cutillas-Gomariz, M. F., Sánchez-Ballesta, J. P., & Yagüe, J. (2018). Real earnings management and information asymmetry in the equity market. European Accounting Review, 27(2), 209–235. https://doi.org/10.1080/09638180.2016.1261720

Adebambo, B. N., & Yan, X. (2018). Investor overconfidence, firm valuation, and corporate decisions. Management Science, 64(11), 5349–5369. https://doi.org/10.1287/mnsc.2017.2806

Amihud, Y. (2002). Illiquidity and stock returns: Cross-section and time-series effects. Journal of Financial Markets, 5(1), 31–56. https://doi.org/10.1016/S1386-4181(01)00024-6

An, H., & Zhang, T. (2013). Stock price synchronicity, crash risk, and institutional investors. Journal of Corporate Finance, 21, 1–15. https://doi.org/10.1016/j.jcorpfin.2013.01.001

Andreou, P. C., Antoniou, C., Horton, J., & Louca, C. (2016). Corporate governance and firm-specific stock price crashes. European Financial Management, 22(5), 916–956. https://doi.org/10.1111/eufm.12084

Andreou, P. C., Louca, C., & Petrou, A. P. (2017). CEO age and stock price crash risk. Review of Finance, 21(3), 1287–1325. https://doi.org/10.1093/rof/rfw056

Badertscher, B. A. (2011). Overvaluation and the choice of alternative earnings management mechanisms. The Accounting Review, 86(5), 1491–1518. https://doi.org/10.2308/accr-10092

Bao, D., Kim, Y., Mian, G. M., & Su, L. (2019). Do managers disclose or withhold bad news? Evidence from short interest. The Accounting Review, 94(3), 1–26. https://doi.org/10.2308/accr-52205

Bebchuk, L., Cohen, A., & Ferrell, A. (2009). What matters in corporate governance? The Review of Financial Studies, 22(2), 783–827. https://doi.org/10.1093/rfs/hhn099

Bradshaw, M. T., Hutton, A. P., Marcus, A. J., & Tehranian, H. (2010). Opacity, crash risk, and the option smirk curve. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1640733

Bushee, B. J. (1998). The influence of institutional investors on myopic R&D investment behavior. The Accounting Review, 73(3), 305–333. https://doi.org/10.2308/TAR-902584

Callen, J. L., & Fang, X. (2013). Institutional investor stability and crash risk: Monitoring versus short-termism? Journal of Banking & Finance, 37(8), 3047–3063. https://doi.org/10.1016/j.jbankfin.2013.02.018

Callen, J. L., & Fang, X. (2015). Short interest and stock price crash risk. Journal of Banking & Finance, 60, 181–194. https://doi.org/10.1016/j.jbankfin.2015.08.009

Callen, J. L., & Fang, X. (2017). Crash risk and the auditor–client relationship. Contemporary Accounting Research, 34(3), 1715–1750. https://doi.org/10.1111/1911-3846.12311

Canbaloglu, B., Alp, O. S., & Gurgun, G. (2022). Debt maturity structure and stock price crash risk: The case of Turkiye. Borsa Istanbul Review, 22(5), 985–991. https://doi.org/10.1016/j.bir.2022.07.005

Chen, C., Kim, J. B., & Yao, L. (2017). Earnings smoothing: Does it exacerbate or constrain stock price crash risk? Journal of Corporate Finance, 42, 36–54. https://doi.org/10.1016/j.jcorpfin.2016.11.004

Chen, J., Hong, H., & Stein, J. C. (2001). Forecasting crashes: Trading volume, past returns, and conditional skewness in stock prices. Journal of Financial Economics, 61(3), 345–381. https://doi.org/10.1016/S0304-405X(01)00066-6

Chen, S., Ma, H., Wu, Q., & Zhang, H. (2024). Common institutional ownership and stock price crash risk. Contemporary Accounting Research, 41(1), 679–711. https://doi.org/10.1111/1911-3846.12915

Cheng, Q., Lee, J., & Shevlin, T. (2016). Internal governance and real earnings management. The Accounting Review, 91(4), 1051–1085. https://doi.org/10.2308/accr-51275

Chi, J. D., & Gupta, M. (2009). Overvaluation and earnings management. Journal of Banking & Finance, 33(9), 1652–1663. https://doi.org/10.1016/j.jbankfin.2009.03.014

Chi, W., Lisic, L. L., & Pevzner, M. (2011). Is enhanced audit quality associated with greater real earnings management? Accounting Horizons, 25(2), 315–335. https://doi.org/10.2308/acch-10025

Choi, A., Choi, J. H., & Sohn, B. C. (2018). The joint effect of audit quality and legal regimes on the use of real earnings management: International evidence. Contemporary Accounting Research, 35(4), 2225–2257. https://doi.org/10.1111/1911-3846.12370

Choi, A., Lee, E. Y., Park, S., & Sohn, B. C. (2022). The differential effect of accrual-based and real earnings management on audit fees: International evidence. Accounting and Business Research, 52(3), 254–290. https://doi.org/10.1080/00014788.2021.1911779

Cohen, D. A., Dey, A., & Lys, T. Z. (2008). Real and accrual-based earnings management in the pre- and post-Sarbanes-Oxley periods. The Accounting Review, 83(3), 757–787. https://doi.org/10.2308/accr.2008.83.3.757

Cohen, D. A., & Zarowin, P. (2010). Accrual-based and real earnings management activities around seasoned equity offerings. Journal of Accounting and Economics, 50(1), 2–19. https://doi.org/10.1016/j.jacceco.2010.01.002

Cohen, L. J., Cornett, M. M., Marcus, A. J., & Tehranian, H. (2014). Bank earnings management and tail risk during the financial crisis. Journal of Money, Credit and Banking, 46(1), 171–197. https://doi.org/10.1111/jmcb.12101

Commerford, B. P., Hatfield, R. C., & Houston, R. W. (2018). The effect of real earnings management on auditors’ scrutiny of managements’ other financial reporting decisions. The Accounting Review, 93(5), 145–163. https://doi.org/10.2308/accr-52032

Danışoğlu, S., & Güner, Z. N. (2018). Do price limits help control stock price volatility? Annals of Operations Research, 260(1), 129–157. https://doi.org/10.1007/s10479-016-2317-y

DeFond, M. L., Hung, M., Li, S., & Li, Y. (2015). Does mandatory IFRS adoption affect crash risk? The Accounting Review, 90(1), 265–299. https://doi.org/10.2308/accr-50859

Dumitrescu, A., & Zakriya, M. (2021). Stakeholders and the stock price crash risk: What matters in corporate social performance? Journal of Corporate Finance, 67, 101871. https://doi.org/10.1016/j.jcorpfin.2020.101871

Ellington, M. (2018). Financial market illiquidity shocks and macroeconomic dynamics: Evidence from the UK. Journal of Banking & Finance, 89, 225–236. https://doi.org/10.1016/j.jbankfin.2018.02.013

Florackis, C., Gregoriou, A., & Kostakis, A. (2011). Trading frequency and asset pricing on the London Stock Exchange: Evidence from a new price impact ratio. Journal of Banking & Finance, 35(12), 3335–3350. https://doi.org/10.1016/j.jbankfin.2011.05.014

Florackis, C., Kontonikas, A., & Kostakis, A. (2014). Stock market liquidity and macro-liquidity shocks: Evidence from the 2007–2009 financial crisis. Journal of International Money and Finance, 44, 97–117. https://doi.org/10.1016/j.jimonfin.2014.02.002

Francis, B., Hasan, I., & Li, L. (2016). Abnormal real operations, real earnings management, and subsequent crashes in stock prices. Review of Quantitative Finance and Accounting, 46(2), 217–260. https://doi.org/10.1007/s11156-014-0468-y

Ge, W., & Kim, J. B. (2014). Real earnings management and the cost of new corporate bonds. Journal of Business Research, 67(4), 641–647. https://doi.org/10.1016/j.jbusres.2013.01.021

Graham, J. R., Harvey, C. R., & Rajgopal, S. (2005). The economic implications of corporate financial reporting. Journal of Accounting and Economics, 40(1–3), 3–73. https://doi.org/10.1016/j.jacceco.2005.01.002

Gul, F. A., Kim, J. B., & Qiu, A. A. (2010). Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China. Journal of Financial Economics, 95(3), 425–442. https://doi.org/10.1016/j.jfineco.2009.11.005

Gunny, K. A. (2010). The relation between earnings management using real activities manipulation and future performance: Evidence from meeting earnings benchmarks. Contemporary Accounting Research, 27(3), 855–888. https://doi.org/10.1111/j.1911-3846.2010.01029.x

Habib, A., Ranasinghe, D., Wu, J. Y., Biswas, P. K., & Ahmad, F. (2022). Real earnings management: A review of the international literature. Accounting & Finance, 62(4), 4279–4344. https://doi.org/10.1111/acfi.12968

Hainmueller, J. (2012). Entropy balancing for causal effects: A multivariate reweighting method to produce balanced samples in observational studies. Political Analysis, 20(1), 25–46. https://doi.org/10.1093/pan/mpr025

Hasan, M. M., Taylor, G., & Richardson, G. (2022). Brand capital and stock price crash risk. Management Science, 68(10), 7221–7247. https://doi.org/10.1287/mnsc.2021.4197

Hong, H. A., Kim, J. B., & Welker, M. (2017). Divergence of cash flow and voting rights, opacity, and stock price crash risk: International evidence. Journal of Accounting Research, 55(5), 1167–1212. https://doi.org/10.1111/1475-679X.12185

Hutton, A. P., Marcus, A. J., & Tehranian, H. (2009). Opaque financial reports, R², and crash risk. Journal of Financial Economics, 94(1), 67–86. https://doi.org/10.1016/j.jfineco.2008.10.003

Jensen, M. C. (2005). Agency costs of overvalued equity. Financial Management, 34(1), 5–19. https://doi.org/10.1111/j.1755-053X.2005.tb00090.x

Jin, L., & Myers, S. C. (2006). R² around the world: New theory and new tests. Journal of Financial Economics, 79(2), 257–292. https://doi.org/10.1016/j.jfineco.2004.11.003

Khurana, I. K., Pereira, R., & Zhang, E. (2018). Is real earnings smoothing harmful? Evidence from firm‐specific stock price crash risk. Contemporary Accounting Research, 35(1), 558–587. https://doi.org/10.1111/1911-3846.12353

Kim, J. B., Li, Y., & Zhang, L. (2011a). CFOs versus CEOs: Equity incentives and crashes. Journal of Financial Economics, 101(3), 713–730. https://doi.org/10.1016/j.jfineco.2011.03.013

Kim, J. B., Li, Y., & Zhang, L. (2011b). Corporate tax avoidance and stock price crash risk: Firm-level analysis. Journal of Financial Economics, 100(3), 639–662. https://doi.org/10.1016/j.jfineco.2010.07.007

Kim, J. B., Luo, L., & Xie, H. (2024). Do dividends mitigate bad news hoarding, overinvestments, and stock price crash risk? Accounting & Finance, 64(4), 3999–4038. https://doi.org/10.1111/acfi.13297

Kim, J. B., & Sohn, B. C. (2013). Real earnings management and cost of capital. Journal of Accounting and Public Policy, 32(6), 518–543. https://doi.org/10.1016/j.jaccpubpol.2013.08.002

Kim, J. B., Wang, J. J., & Zhang, E. X. (2021). Does real earnings smoothing reduce investors’ perceived risk? Journal of Business Finance & Accounting, 48(9–10), 1560–1595. https://doi.org/10.1111/jbfa.12529

Kim, J. B., Wang, Z., & Zhang, L. (2016). CEO overconfidence and stock price crash risk. Contemporary Accounting Research, 33(4), 1720–1749. https://doi.org/10.1111/1911-3846.12217

Kim, J. B., Wang, Z., & Zhang, L. (2019). Readability of 10-K reports and stock price crash risk. Contemporary Accounting Research, 36(2), 1184–1216. https://doi.org/10.1111/1911-3846.12452

Kim, J. B., & Zhang, L. (2016). Accounting conservatism and stock price crash risk: Firm-level evidence. Contemporary Accounting Research, 33(1), 412–441. https://doi.org/10.1111/1911-3846.12112

Kim, J. H., Lee, S. H., & Yoo, Y. K. (2020). Real earnings management and the cost of debt capital: International evidence. Asia-Pacific Journal of Accounting & Economics, 27(2), 151–172. https://doi.org/10.1080/16081625.2018.1518148

Kim, Y., Park, M. S., & Wier, B. (2012). Is earnings quality associated with corporate social responsibility? The Accounting Review, 87(3), 761–796. https://doi.org/10.2308/accr-10209

Kothari, S. P., Mizik, N., & Roychowdhury, S. (2016). Managing for the moment: The role of earnings management via real activities versus accruals in SEO valuation. The Accounting Review, 91(2), 559–586. https://doi.org/10.2308/accr-51153

Kothari, S. P., Shu, S., & Wysocki, P. D. (2009). Do managers withhold bad news? Journal of Accounting Research, 47(1), 241–276. https://doi.org/10.1111/j.1475-679X.2008.00318.x

Le, H., & Gregoriou, A. (2022). Liquidity and asset pricing: Evidence from a new free-float-adjusted price impact ratio. Journal of Economic Studies, 49(4), 751–771. https://doi.org/10.1108/JES-04-2021-0182

Lin, Y., & Zheng, R. (2026). Biodiversity risk and corporate real earnings management: Empirical evidence from China. Borsa Istanbul Review, 26(2), 100778. https://doi.org/10.1016/j.bir.2025.100778

Mamun, M. A. A., Balachandran, B., & Duong, H. N. (2020). Powerful CEOs and stock price crash risk. Journal of Corporate Finance, 62, 101582. https://doi.org/10.1016/j.jcorpfin.2020.101582

Meles, A., Pellegrino, L. R., Salerno, D., & Verdoliva, V. (2026). The hidden costs of hedge fund activism: Insights into market liquidity dynamics. The European Journal of Finance, 32(9), 1037–1071. https://doi.org/10.1080/1351847X.2026.2655250

Mellado-Cid, C., Jory, S. R., & Ngo, T. N. (2018). Real activities manipulation and firm valuation. Review of Quantitative Finance and Accounting, 50(4), 1201–1226. https://doi.org/10.1007/s11156-017-0659-4

Nasraoui, M., Ajina, A., & Kahloul, A. (2024). The influence of economic policy uncertainty on stock market liquidity? The mediating role of investor sentiment. The Journal of Risk Finance, 25(4), 664–683. https://doi.org/10.1108/JRF-06-2023-0129

Pappas, K., Walsh, E., & Xu, A. L. (2019). Real earnings management and loan contract terms. The British Accounting Review, 51(4), 373–401. https://doi.org/10.1016/j.bar.2019.03.002

Piñeiro-Chousa, J., Šević, A., & González-López, I. (2023). Impact of social metrics in decentralized finance. Journal of Business Research, 158, 113673. https://doi.org/10.1016/j.jbusres.2023.113673

Rhodes-Kropf, M., Robinson, D. T., & Viswanathan, S. (2005). Valuation waves and merger activity: The empirical evidence. Journal of Financial Economics, 77(3), 561–603. https://doi.org/10.1016/j.jfineco.2004.06.015

Roychowdhury, S. (2006). Earnings management through real activities manipulation. Journal of Accounting and Economics, 42(3), 335–370. https://doi.org/10.1016/j.jacceco.2006.01.002

Toksoz, T. (2024). Crash risk and conservatism: Evidence from Borsa Istanbul. Borsa Istanbul Review, 24(4), 787–796. https://doi.org/10.1016/j.bir.2024.04.010

Vorst, P. (2016). Real earnings management and long-term operating performance: The role of reversals in discretionary investment cuts. The Accounting Review, 91(4), 1219–1256. https://doi.org/10.2308/accr-51281

Wang, Y., Fang, R., Hu, N., & Huang, R. (2025). Credit default swaps and borrowers’ real earnings management: Evidence from credit default swap initiation. Journal of Accounting, Auditing & Finance, 40(1), 3–36. https://doi.org/10.1177/0148558X221140723

Wu, W. S., & Suardi, S. (2025). Heterogeneity in the effects of bank lines of credit on capital investment efficiency. Financial Review, 60(2), 601–621. https://doi.org/10.1111/fire.12424

Zang, A. Y. (2012). Evidence on the trade-off between real activities manipulation and accrual-based earnings management. The Accounting Review, 87(2), 675–703. https://doi.org/10.2308/accr-10196

Zhang, S., & Gregoriou, A. (2019). Initial bank loans, zero-leverage firms and stock market liquidity: New empirical evidence from the UK. Journal of Economic Studies, 46(5), 1028–1051. https://doi.org/10.1108/JES-05-2018-0190

Zhu, W. (2016). Accruals and price crashes. Review of Accounting Studies, 21(2), 349–399. https://doi.org/10.1007/s11142-016-9355-1

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22.09.2026

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How to Cite

TOKSÖZ, T. (2026). Does Real Earnings Management Influence Stock Price Crash Risk? Evidence from Borsa Istanbul. Third Sector Social Economic Review, 61(3), 3453-3484. https://doi.org/10.63556/tisej.2026.1988