How do you compare cash earnings to accrual earnings to assess financial statement quality, and what divergence patterns are red flags?

The divergence between cash earnings (primarily CFO) and accrual earnings (net income) is one of the most powerful tools for assessing earnings quality. Persistent or growing divergence often precedes earnings restatements, impairments, or operational deterioration.

The Basic Comparison:

Cash Conversion Ratio = CFO / Net Income

A ratio near or above 1.0 suggests high-quality earnings (cash backs up reported profits). A ratio significantly below 1.0 indicates accruals are driving reported income.

Systematic Analysis Framework:

Step 1: Calculate the cash-to-earnings divergence over time

This pattern — rising net income with declining CFO — is a classic red flag.

Step 2: Decompose the gap

Red Flag Patterns:

1. Widening gap over multiple periods — the most dangerous signal. If net income grows 15% annually but CFO is flat or declining, the company is running on accruals.

1. Receivables growing faster than revenue — suggests channel stuffing, bill-and-hold, or premature revenue recognition.

1. Operating cash flow negative while net income positive — the company reports profits but burns cash. Sustainable only temporarily.

1. Capitalization increases as a % of total spending — shifting costs from the income statement to the balance sheet inflates both earnings and assets.

1. Working capital items diverging from revenue trend — inventory or receivables growing disproportionately to sales.

Worked Example — Prismview Technologies:

Prismview reports:

The Prismview Analysis:

• Net income growth (30.9%) significantly exceeds revenue growth (14.3%) — margin expansion or aggressive accounting?
• AR growth (41%) massively exceeds revenue growth (14.3%) — customers aren't paying, or revenue is being recognized prematurely
• CFO declined 32.7% despite income growth — the cash is not materializing
• DSO jumped nearly 16 days — collection issues or revenue quality problems

Recommendation: This profile suggests potential revenue manipulation. An analyst should:

1. Review revenue recognition policy changes in the notes
2. Check for related-party transactions in receivables
3. Compare DSO to industry peers
4. Monitor whether the AR eventually converts to cash or gets written off

Key Exam Points:

1. One year of divergence may be acceptable; persistent divergence is a red flag.
2. Decompose the gap into specific working capital and capitalization drivers.
3. Compare growth rates: revenue vs. receivables vs. income vs. CFO.
4. Industry context matters — some industries naturally have higher accruals.

Practice earnings quality analysis in our CFA Level II question bank.