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Survival Analysis of Corporate Delisting Risk in the Korean Stock Market

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This paper applies survival analysis to model corporate delisting risk among Korean Exchange (KRX) listed companies over the period 2000-2023. Using a sample of 365 firms drawn from the DART disclosure system and FinanceDataReader (KOSPI: 127, KOSDAQ: 238; 158 delisting events, 43.3% event rate), we estimate Kaplan-Meier survival functions, Cox Proportional Hazards (Cox PH), and Accelerated Failure Time (AFT) models to examine how financial fundamentals and market characteristics determine time-to-delisting. Our principal findings are: (1) KOSDAQ-listed firms face significantly higher delisting hazards than KOSPI counterparts (log-rank ,); (2) 12-month price momentum (,) and annualized return volatility (,) are the dominant predictors of delisting risk-markets appear to price corporate distress in equity prices before it manifests in accounting statements; (3) accounting ratios (leverage, profitability) carry the expected signs but lack individual significance at this sample size; and (4) the Weibull AFT model with heteroscedastic scale achieves the best fit (AIC = 1620.6, over the homoscedastic specification), confirming that failure-time variance itself differs significantly across market segments. The overall model discrimination is C-index = 0.738, competitive with Shumway (2001)'s US hazard model benchmark (). This framework offers a principled, censoring-aware alternative to static scoring models (e.g., Altman Z-score) for Korean delisting risk assessment.
Elsevier BV
Title: Survival Analysis of Corporate Delisting Risk in the Korean Stock Market
Description:
This paper applies survival analysis to model corporate delisting risk among Korean Exchange (KRX) listed companies over the period 2000-2023.
Using a sample of 365 firms drawn from the DART disclosure system and FinanceDataReader (KOSPI: 127, KOSDAQ: 238; 158 delisting events, 43.
3% event rate), we estimate Kaplan-Meier survival functions, Cox Proportional Hazards (Cox PH), and Accelerated Failure Time (AFT) models to examine how financial fundamentals and market characteristics determine time-to-delisting.
Our principal findings are: (1) KOSDAQ-listed firms face significantly higher delisting hazards than KOSPI counterparts (log-rank ,); (2) 12-month price momentum (,) and annualized return volatility (,) are the dominant predictors of delisting risk-markets appear to price corporate distress in equity prices before it manifests in accounting statements; (3) accounting ratios (leverage, profitability) carry the expected signs but lack individual significance at this sample size; and (4) the Weibull AFT model with heteroscedastic scale achieves the best fit (AIC = 1620.
6, over the homoscedastic specification), confirming that failure-time variance itself differs significantly across market segments.
The overall model discrimination is C-index = 0.
738, competitive with Shumway (2001)'s US hazard model benchmark ().
This framework offers a principled, censoring-aware alternative to static scoring models (e.
g.
, Altman Z-score) for Korean delisting risk assessment.

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