Cash Flow from Operations Diverging from Net Income
Reported net income rises or remains positive while operating cash flow turns negative or stagnates over consecutive periods.
RED FLAG PROFILE & FORMULA
- Indicator: Cash Flow from Operations Diverging from Net Income
- Screening Formula:
Quality of Income Ratio = Operating Cash Flow / Net Income < 0.8 - Targeted Schemes: fictitious revenue, capitalising operating expenses, round tripping, barter and nonmonetary.
- False Positive Context: Fast-growing SaaS companies scaling billing cycles or capital-intensive early-stage hardware companies ramping initial manufacturing runs.
MATHEMATICAL FORMULA & EXTRACTION METHOD
10-K COMPUTATION
Mathematical Formula
Quality of Income Ratio = Operating Cash Flow / Net Income < 0.8
How to Compute from Form 10-K
Extract Net Cash Provided by Operating Activities from Statement of Cash Flows and divide by Net Income from Income Statement. Track the cumulative multi-year spread.
False-Positive Boundaries & Legitimate Explanations
Fast-growing SaaS companies scaling billing cycles or capital-intensive early-stage hardware companies ramping initial manufacturing runs.
FRAUD SCHEMES DETECTED BY THIS INDICATOR
SCHEME CORRELATIONS FICTITIOUS REVENUE Click to view journal entries and debits/credits for this scheme. CAPITALISING OPERATING EXPENSES Click to view journal entries and debits/credits for this scheme. ROUND TRIPPING Click to view journal entries and debits/credits for this scheme. BARTER AND NONMONETARY Click to view journal entries and debits/credits for this scheme.
CASES WHERE THIS RED FLAG APPEARED BEFORE DISCOVERY
4 HISTORICAL CASES| Case Title | Jurisdiction | Primary Scheme | Action Date |
|---|---|---|---|
| WorldCom: $11B Operating Expense Capitalization Fraud | US | capitalising operating expenses | 2002-06-26 |
| Enron Corp.: Off-Balance-Sheet SPEs and Mark-to-Model Fabrication | US | off balance sheet entities | 2001-10-31 |
| Wirecard AG: 1.9 Billion Euro Fictitious Cash Fraud | DE | fictitious cash and assets | 2020-06-22 |
| Luckin Coffee: $300M Fabricated App Sales and Circular Cash Scheme | CN | fictitious revenue | 2022-09-20 |