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Non-GAAP financial measures are everywhere in earnings releases, investor presentations, and analyst reports—and the CFA exam expects you to understand both their analytical value and their potential for manipulation. You're being tested on your ability to evaluate why companies choose specific adjustments, how these measures differ from GAAP equivalents, and when management might use them to present an overly optimistic picture of performance.
These measures connect directly to core concepts in financial statement analysis: earnings quality, cash flow sustainability, comparability across firms, and management reporting incentives. The best analysts don't just accept non-GAAP figures at face value—they reverse-engineer the adjustments to assess whether they provide genuine insight or obscure underlying problems. As you study these measures, don't just memorize definitions—know what each measure reveals, what it hides, and how to critically evaluate management's choices.
These measures strip away accounting accruals to focus on actual cash generation. The underlying principle: cash flow is harder to manipulate than earnings and better reflects a company's ability to fund operations, pay dividends, and service debt.
Compare: Free Cash Flow vs. FFO—both measure cash generation, but FCF applies broadly across industries while FFO is tailored to real estate's unique depreciation dynamics. If an FRQ asks about industry-specific non-GAAP measures, FFO and NOI are your go-to examples for REITs.
These measures remove depreciation, amortization, and other non-cash charges to approximate operating cash generation from the income statement. The logic: non-cash charges don't affect current liquidity, so excluding them may better reflect ongoing operational performance.
Compare: EBITDA vs. Adjusted EBITDA—standard EBITDA follows a relatively consistent formula, while Adjusted EBITDA varies by company and creates comparability problems. When analyzing Adjusted EBITDA, always read the reconciliation to GAAP earnings and question whether adjustments are legitimate.
These measures aim to present a "cleaner" view of profitability by excluding items management considers non-representative. The analytical challenge: distinguishing between adjustments that genuinely improve insight and those designed to inflate apparent performance.
Compare: Adjusted EPS vs. Core Earnings—both attempt to show sustainable profitability, but Adjusted EPS reflects management's judgment while Core Earnings (S&P definition) applies standardized rules. Use Core Earnings as a check on whether management's adjustments are reasonable.
These measures isolate organic business momentum from growth achieved through acquisitions, new locations, or other external factors. The principle: sustainable growth from existing operations is generally higher quality than growth requiring continuous capital deployment.
Compare: Same-Store Sales vs. Organic Growth—same-store sales applies specifically to retail with physical locations, while organic growth is a broader concept applicable across industries. Both help analysts distinguish sustainable internal growth from growth achieved through expansion or acquisition.
| Concept | Best Examples |
|---|---|
| Cash flow generation | Free Cash Flow, FFO, NOI |
| Operating profitability proxy | EBITDA, Adjusted EBITDA |
| Earnings quality assessment | Adjusted EPS, Core Earnings, Adjusted Net Income |
| Growth sustainability | Organic Growth, Same-Store Sales |
| Real estate specific | FFO, NOI |
| Retail specific | Same-Store Sales |
| High manipulation risk | Adjusted EBITDA, Adjusted EPS |
| Standardized definitions available | FFO (NAREIT), Core Earnings (S&P) |
A company reports Adjusted EBITDA that excludes stock-based compensation every quarter. Why might an analyst add this expense back when comparing the company to peers, and what does this adjustment pattern suggest about earnings quality?
Which two measures would be most appropriate for comparing the operating performance of REITs, and why are standard profitability measures like net income less useful for this industry?
Compare and contrast Free Cash Flow and EBITDA as measures of cash generation. Under what circumstances might EBITDA significantly overstate a company's ability to generate cash?
A retail company reports 8% total revenue growth but 2% same-store sales growth. What does this divergence tell you about the source of growth, and what follow-up questions should an analyst ask?
If an FRQ asks you to evaluate the quality of a company's non-GAAP earnings adjustments, what three specific patterns or red flags would you look for in the GAAP-to-non-GAAP reconciliation?