Scenario presets
Reported Financials & Due Diligence Adjustments
Primary QoE & Earnings Quality Indicators
Normalized Adjusted EBITDA
$12,500,000
+25.0% Net Normalization Uplift
Cash Conversion Ratio
1.25x
CFO Exceeds Net Income
Sloan Accrual Anomaly Ratio
-3.75%
Conservative Accrual Quality
Effective EV / Adjusted EBITDA
8.00x
vs 10.00x on Reported EBITDA
Valuation & Due Diligence Sensitivity Matrices
Matrix 1: Normalized EBITDA ($) vs Reported & Add-backs
Varying Reported EBITDA (±20%) vs Due Diligence Add-backs (±20%).
Matrix 2: True Purchase Multiple (EV / Adj EBITDA)
Effective valuation multiple paid across purchase prices and normalized earnings.
Comprehensive Quality of Earnings & Accrual Reconciliation Schedule
Step-by-Step Worked Calculation Example
Follow this end-to-end mathematical walkthrough using our baseline parameters to audit each intermediate metric.
- Calculate Normalized Adjusted EBITDA:
Adjusted EBITDA = Reported EBITDA ($10,000,000) + Net Due Diligence Add-Backs ($2,500,000) = $12,500,000.
Normalization Uplift = ($2,500,000 / $10,000,000) × 100% = +25.00%. - Calculate Cash-to-Net-Income Conversion Ratio:
Cash Conversion = Operating Cash Flow ($7,500,000) / Net Income ($6,000,000) = 1.25x. Because this exceeds 1.0x, reported net income is conservatively backed by liquid customer collections. - Calculate Sloan Accrual Anomaly Ratio:
Accrual Spread = Net Income ($6,000,000) - Operating Cash Flow ($7,500,000) = -$1,500,000.
Sloan Accrual Ratio = (-$1,500,000 / $40,000,000 Average Assets) × 100% = -3.75%. A negative accrual ratio is a strong indicator of high earnings quality and zero aggressive revenue inflation. - Determine Valuation Multiple Impact:
Reported Multiple = Enterprise Value ($100,000,000) / Reported EBITDA ($10,000,000) = 10.00x.
Effective Adjusted Multiple = $100,000,000 / $12,500,000 = 8.00x.
Valuation Multiple Relief = 10.00x - 8.00x = 2.00x multiple reduction. The buyer is effectively paying 8.0x normalized cash earnings rather than the headline 10.0x.
Interactive Concept Self-Check Quiz
1. What is the primary purpose of a Quality of Earnings (QoE) report in private equity acquisitions?
2. What does an Accrual Ratio of +12.0% (Net Income >> CFO) indicate to an M&A transaction team?
3. If a target reports $8M EBITDA but QoE due diligence reveals $2M of non-recurring owner personal perks, what is Adjusted EBITDA?
4. How does an EBITDA add-back impact the buyer's effective valuation multiple at a fixed purchase price?
Frequently Asked Questions
A Quality of Earnings (QoE) analysis evaluates the repeatability, sustainability, and cash-backing of a company's reported financial performance. Conducted during M&A due diligence, it adjusts reported EBITDA for non-recurring expenses, owner perks, and pro-forma run-rate changes to establish the true ongoing cash earnings available to a buyer.
Reported EBITDA reflects historical GAAP or IFRS accounting results, which may include one-time legal settlements, owner personal expenses, PPP loan forgiveness, or restructuring costs. Adjusted EBITDA normalizes these items, adding back discretionary or non-recurring expenses to reflect true baseline operating earning power.
The cash-to-net-income conversion ratio (CFO / Net Income) measures the percentage of accounting profit that converts into liquid operating cash. A ratio consistently above 1.0x indicates high-quality, cash-generative earnings. A ratio below 1.0x warns that reported profits are tied up in uncollected receivables or inventory build-ups.
The Accrual Anomaly (or Sloan Accrual Ratio) measures the portion of net income driven by non-cash accruals relative to total assets: Accrual Ratio = (Net Income - Operating Cash Flow) / Total Assets. High positive accruals indicate aggressive revenue recognition or capitalized operating costs, historically correlating with future earnings disappointments and stock underperformance.