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May 14, 2026International Review of Economics & Finance0 citationsOpen Access

Shadow Leverage and Corporate Downside Risk: Evidence from Investment Crashes

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NSNargis SultanaFZFahad Zeya

Key Points

  • The study aims to investigate the effects of shadow leverage on corporate investment behavior and the associated risk of investment crashes.
  • Analyzed a large international panel of publicly listed firms from the Compustat Fundamentals database.
  • Controlled for firm, year, and industry–year fixed effects and utilized fixed-effects logit models.
  • Conducted dynamic and reverse-causality tests to examine relationship strength and direction.
  • Firms with higher shadow leverage accumulate more cash but do not reduce capital expenditures or R&D intensity.
  • Increased shadow leverage significantly raises the likelihood of discrete investment crashes, even after controlling for other factors.
  • Precautionary cash hoarding occurs at moderate levels of shadow leverage, dissipating past a specific threshold.

Abstract

This paper examines how hidden balance-sheet obligations captured by shadow leverage shape firms’ investment behavior and risk exposure. Using a large international panel of publicly listed firms drawn from the Compustat Fundamentals database and controlling for firm, year, and industry–year fixed effects, we show that shadow leverage does not induce gradual adjustments in average investment or financing policies. Instead, it operates primarily through liquidity management and downside risk. Firms with higher shadow leverage accumulate significantly more cash but do not systematically reduce capital expenditures or R&D intensity. This relationship is nonlinear: precautionary cash hoarding is concentrated at moderate levels of shadow leverage and dissipates once hidden liabilities exceed a threshold. We further show that shadow leverage strongly predicts the probability of large investment collapses. In fixed-effects logit models, increases in shadow leverage significantly raise the likelihood of discrete investment crashes, even after controlling for firm size, profitability, asset tangibility, growth opportunities, and conventional leverage. Dynamic tests reveal that this effect is sharply concentrated at the immediate lag and is absent for future (placebo) values of shadow leverage, while reverse-causality tests show that investment crashes do not predict subsequent changes in shadow leverage. The results are robust to alternative measures of shadow leverage that adjust for uncertainty and accounting composition. Taken together, the evidence indicates that shadow leverage functions as a latent risk-accumulation mechanism: firms respond to hidden liabilities by hoarding liquidity rather than gradually reducing investment, but these risks ultimately materialize through sudden and severe investment collapses.

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Cite This Study

Sultana et al. (2026) studied this question.

synapsesocial.com/papers/6a05685ca550a87e60a20ee5https://doi.org/10.1016/j.iref.2026.105377
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