Normalized Earnings

A company’s reported earnings in any given year are a mix of three things: recurring, sustainable operating performance; one-time items (gains, losses, writedowns, restructuring charges); and cyclical effects. Normalized earnings strip away the noise to reveal what the business sustainably earns. They are essential for multiples valuation and for forecasting future earnings in DCF models.

What makes earnings noisy

One-time gains and losses. A company sells a facility (non-recurring gain) or exits a business (restructuring charge). These don’t reflect ongoing earning power.

Cyclical effects. A commodity company’s earnings spike in high-price years and plunge in low-price years. Reported earnings reflect the cycle, not sustainable earning power.

Accounting choices. A company might accelerate revenue recognition in one year, depressing the next. Or it might change depreciation methods, affecting earnings but not economic reality.

Extraordinary items. Insurance settlements, litigation gains or losses, impairments—all legitimate but non-recurring.

Working capital timing. A big customer pays early one year, inflating cash and earnings. The next year, the reversal depresses earnings.

Building normalized earnings

Start with reported earnings. Then adjust for:

1. Add back non-cash charges that were reduced due to one-time items. Impairment charges (non-cash loss), restructuring charges (mostly severance, non-cash or one-time), stock-based compensation adjustments if they are extraordinarily high.

2. Remove non-recurring gains. Gains on asset sales, investment gains, litigation wins.

3. Adjust for cyclical position. If the company is in a peak year (commodity prices high), estimate normalized earnings assuming mid-cycle commodity prices. If in a trough, assume mid-cycle. This is art.

4. Correct for accounting anomalies. If revenue was accelerated in a prior year, adjust.

5. Normalize for working capital changes. If a big customer payment timing swings earnings, adjust.

Example

A commodity chemicals company reports:

• Reported EBITDA: 150 million
• Less: Restructuring charges: (20) million
• Less: Non-recurring gain on asset sale: (30) million
• Add: Stock-based comp (unusually high due to new grants): 10 million
• Adjust for cycle (company is at high-price peak; normalize to mid-cycle): (40) million
• Normalized EBITDA: 70 million

If peers trade at 8x normalized EBITDA, this company is worth 560 million enterprise value.

Using normalized earnings in valuation

Multiples valuation. Apply the peer multiple to normalized earnings, not reported earnings. Otherwise, you are valuing the cycle, not the business.

DCF forecasting. Forecast future normal-year EBITDA or earnings, not current-year reported earnings. Current year might be cyclically high or anomalously low.

Peer comparison. When comparing the company to peers, use normalized earnings for each to ensure comparability.

Judgment and risk

Normalizing earnings is subjective. Two analysts can look at the same company and normalize differently:

• Should restructuring charges be added back? (Some say yes because they are one-time; others say no because they reflect management’s need to restructure.)
• What is “mid-cycle” for commodity prices? One analyst might normalize at last year’s average price; another might use a five-year average.
• How much stock comp is “extraordinary”? Judgment call.

This subjectivity is why normalized earnings analysis should come with explicit disclosure of adjustments and reasoning.

Normalized EBITDA vs. normalized earnings

Most normalization is done on EBITDA (earnings before interest, taxes, depreciation, amortization) rather than net income. EBITDA is less affected by capital structure and accounting depreciation choices. But the concept is the same: adjust for non-recurring and non-sustainable items.

When normalization can hide problems

Normalization is useful but can be abused:

• A company that restructures every year (one-time item becoming routine) shouldn’t have restructuring charges normalized away forever.
• A company whose business model is unstable shouldn’t be valued on normalized earnings; it should be valued on scenarios.
• An unprofitable company being normalized to “what it would earn if profitable” is often fantasy.

Use normalized earnings for stable, mature, cyclical businesses. For growth, disrupted, or structurally changing businesses, scenario analysis is often better.

Normalized earnings and stock multiples

Market multiples (PE ratios) reflect expected forward earnings, which are often forward-looking and implicitly normalized. But reported PE ratios (price divided by current reported earnings) can be misleading if current earnings are cyclic or contain one-time items.

A stock trading at 20x current reported earnings but 12x normalized earnings is cheaper than it appears—next year’s earnings are likely to be higher, and forward PE will be lower.

See also