Questions: Credit Analysis and Bond Selection Framework

Question 1

An analyst calculates that a bond issuer has debt/EBITDA of 3.5x and an interest coverage ratio of 4x. What is the most important next step before concluding the bond is attractively priced?

• A. Immediately purchase the bond, since these ratios indicate strong credit quality across all industries
• B. Compare these ratios to industry norms, assess the trend over recent years, and stress-test them through a down-cycle scenario before forming a credit opinion
• C. Calculate the bond's duration to determine interest rate sensitivity before assessing credit quality
• D. Check whether the company's stock price has risen recently as a signal of market confidence

Answer: (B)

Point-in-time credit ratios are necessary but insufficient. A 3.5x debt/EBITDA ratio is conservative for a utility but leveraged for a software company — industry context is required. The trend matters enormously: 3.5x trending toward 5x is a deteriorating credit, while 3.5x trending toward 2x is improving. And peak-of-cycle metrics flatter cyclical companies — a commodity producer at 3.5x leverage during a price spike may hit 7x in the next downturn. All three dimensions (industry context, trend, stress scenario) are required before forming a credit opinion.

Question 2

An analyst finds a BB-rated bond yielding 3.0% above Treasuries, while the typical BB spread is 2.5%. She concludes: 'This bond is cheap — it's 50bps wider than peers.' A colleague says her analysis is incomplete. What is missing?

• A. She should compare to the 10-year historical average spread for this issuer rather than current peers
• B. A wider spread than peers just means the market sees more risk in this issuer; she needs an independent fundamental view to judge whether that extra risk premium is warranted or excessive
• C. She should only buy bonds priced exactly at peer spreads to avoid overpaying for risk
• D. She needs to assess the bond's duration before commenting on whether the credit spread is attractive

Answer: (B)

Comparing spreads to peers tells you where the market prices this bond relative to similar-rated issuers — it tells you nothing about whether that price is correct. The market's BB spread for this issuer implies a market credit opinion. If the analyst's fundamental analysis concludes the company actually deserves a BB rating, the 50bps extra spread is genuine cheapness. But if the company's fundamentals warrant a B rating, the spread is still too tight even though it's wider than peers. Credit analysis creates an independent view; the spread comparison only shows deviation from consensus, not whether consensus is right.

Question 3

A company with debt/EBITDA of 4.5x trending toward 3x over two years is a weaker credit than a company with debt/EBITDA of 3x trending toward 4.5x.

• T. True
• F. False

Answer: False

The direction of the trend matters as much as the current level. A company deleveraging from 4.5x to 3x is improving — management is paying down debt, the business is generating excess cash flow, and the trajectory points toward less risk. A company leveraging from 3x to 4.5x is deteriorating — debt is growing faster than earnings, the trajectory points toward more risk, and the current 3x figure is a lagging indicator of past performance, not future creditworthiness. Credit analysis is forward-looking, not a snapshot.

Question 4

Stress-testing credit metrics through a down cycle is essential when analyzing cyclical companies because peak-cycle financial ratios significantly overstate the credit quality available to bondholders in adverse conditions.

• T. True
• F. False

Answer: True

This is a fundamental principle of credit analysis for cyclical industries (energy, metals, chemicals, industrials). A company might show 2x debt/EBITDA at $80/barrel oil and look pristine — but at $40/barrel, the same company might show 8x leverage and face distress. Bondholders bear the downside: they don't participate in equity upside, but they do suffer in a restructuring. A spread that looks attractive based on peak-cycle metrics may be catastrophically mispriced on a through-cycle basis.

Question 5

Why is comparing a bond's credit spread to peer spreads insufficient to determine whether a bond is attractively priced, and what additional analysis is required?

Model answer: Peer spread comparison only tells you the market's relative pricing — whether this bond's risk premium is wider or tighter than similarly-rated peers. It doesn't tell you whether the market's collective view is correct. To identify mispricing, an analyst must form an independent fundamental credit view: assess the issuer's leverage, coverage ratios, trend, liquidity, industry position, and management quality through a stress scenario. If the fundamental analysis suggests the company deserves a stronger credit profile than its spread implies, the bond is cheap; if it deserves a weaker profile, the spread is too tight regardless of peer comparisons. The edge in credit investing comes from a well-reasoned disagreement with market consensus — and that requires independent fundamental work, not spread benchmarking.

Market spreads aggregate the views of all participants, many of whom may be extrapolating recent trends or using the same models. An analyst who does deeper fundamental work — especially stress-testing cyclical credits through down scenarios — can identify where consensus is wrong. That disagreement, grounded in analysis, is the source of return in credit selection.