How should analysts approach pro forma (non-GAAP) financial metrics, and what adjustments are appropriate for ratio analysis?

Pro forma (non-GAAP) metrics are financial measures that deviate from GAAP/IFRS by excluding (or including) certain items that management considers non-representative of ongoing operations. While they can provide useful insight, they are also a tool for presenting a rosier picture than GAAP results alone.

Regulatory Framework:

The SEC (Regulation G) requires companies reporting non-GAAP metrics to:

1. Provide a reconciliation to the nearest GAAP measure
2. Explain why the non-GAAP metric is useful to investors
3. Give equal or greater prominence to the GAAP measure

Common Pro Forma Adjustments — Legitimate vs. Questionable:

Analyst Best Practices:

Step 1: Start with GAAP, then make YOUR OWN adjustments

Do not simply accept management's non-GAAP number. Build your own adjusted metrics based on:

1. What is truly non-recurring (happened once, not expected to repeat)
2. What is non-cash but does not represent ongoing operational costs
3. What provides better comparability across companies

Step 2: Test the "recurring non-recurring" pattern

Worked Example — Pinnacle Software:

Observations:

• GAAP net income declining steadily ($120M → $80M)
• "Adjusted" earnings appear stable (~$183M)
• Restructuring charges appear EVERY year — not truly one-time
• SBC exclusion grows annually — this IS a real cost of doing business

Analyst's Own Adjustment:

• Include SBC (it is a real compensation cost)
• Include restructuring (it is recurring)
• Exclude goodwill impairment (if any, truly one-time and non-cash)

Step 3: Compare GAAP vs. Non-GAAP trends

When GAAP and non-GAAP trends diverge significantly, the non-GAAP metric is likely obscuring deterioration.

Ratio Analysis with Adjustments:

When computing ratios like ROE, debt/EBITDA, or P/E:

• Always compute both GAAP-based and adjusted-based ratios
• Ensure consistency: if you exclude SBC from EBITDA, you should also note it affects equity (dilution)
• For comparability, use the same adjustments across all companies being compared

Key Exam Points:

1. Non-GAAP metrics require reconciliation to GAAP (SEC Regulation G).
2. Stock-based compensation is a real economic cost — excluding it is aggressive.
3. "Recurring non-recurring" charges should be included in normalized earnings.
4. Analysts should make their own adjustments rather than accepting management's version.
5. Diverging GAAP vs. non-GAAP trends is a major red flag.

Explore more financial analysis frameworks in our CFA Level II FRA course.