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L.1 · ADVANCED · 2 MIN

Beyond the Z-Score: Multi-Signal Distress Detection

The Altman Z-Score flags companies statistically likely to default. But professional distressed investors layer multiple signals to get ahead of the market — no single metric catches everything.

Quiz · 5 questions ↓
§ 01
Signal CategoryWhat to WatchLead Time
Financial ratiosZ-Score, interest coverage declining, leverage rising6–12 months
Market signalsCDS widening, bond prices falling, equity vol spike3–6 months
Operational signsCustomer losses, supplier payment delays, talent departure3–9 months
Legal/structuralCovenant amendments, revolver draws, auditor warnings1–6 months
Management behaviorC-suite departures, M&A pivot, aggressive accountingVariable
§ 02

The most reliable distress predictor is the combination of declining EBITDA + rising leverage + CDS widening. When all three align, the company is on a deteriorating trajectory that rarely reverses without intervention.

§ 03
Check a company’s interest coverage ratio trend in **Fundamentals**. If it’s declining quarter over quarter and approaching 1.5x, the company may be entering the distress zone.
§ 04
A company’s Z-Score is 2.5 (grey zone), CDS spreads doubled in 3 months, and the CFO just resigned. How many independent distress signals is this?
§ 05

Markets are usually 6–12 months ahead of rating agencies in identifying distressed companies. CDS spreads widen, bond prices fall, and equity vol spikes well before the downgrade arrives.

§ 06
Altman Z < 1.8 says 'distress.' But you've also spotted: (1) rising DSO, (2) debt covenant tripping in 6 months, (3) auditor change, (4) CEO departure. What's the picture?
Five questions · AI feedback

Sit with the ideas.

A retailer has Debt/EBITDA of 5.8x (covenant limit: 6.0x), interest coverage of 1.4x, $40M cash, a fully drawn $200M revolver, and $350M in bonds maturing in 14 months. Its bonds trade at 78 cents. Which combination of signals is most alarming?

Why:
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