The Carlyle Group Beneish M-Score Calculation
The M-score was created by Professor Messod Beneish. Instead of measuring the bankruptcy risk (Altman Z-Score) or business trend (Piotroski F-Score), M-score can be used to detect the risk of earnings manipulation. This is the original research paper on M-score.
The M-Score Variables:
The M-score of The Carlyle Group for today is based on a combination of the following eight different indices:
| M | = | -4.84 | + | 0.92 * DSRI | + | 0.528 * GMI | + | 0.404 * AQI | + | 0.892 * SGI | + | 0.115 * DEPI |
| = | -4.84 | + | 0.92 * 3.1008 | + | 0.528 * 1 | + | 0.404 * 0.9976 | + | 0.892 * 0.4385 | + | 0.115 * 1.0325 |
| - | 0.172 * SGAI | + | 4.679 * TATA | - | 0.327 * LVGI |
| - | 0.172 * 2.2414 | + | 4.679 * -0.049887 | - | 0.327 * 1.0711 |
| = | -1.52 |
* For Operating Data section: All numbers are indicated by the unit behind each term and all currency related amount are in USD.
* For other sections: All numbers are in millions except for per share data, ratio, and percentage. All currency related amount are indicated in the company's associated stock exchange currency.
| This Year (Mar24) TTM: | Last Year (Mar23) TTM: |
Total Receivables was €762 Mil.
Revenue was 550.896 + -342.683 + 587.78 + 403.443 = €1,199 Mil.
Gross Profit was 550.896 + -342.683 + 587.78 + 403.443 = €1,199 Mil.
Total Current Assets was €0 Mil.
Total Assets was €19,182 Mil.
Property, Plant and Equipment(Net PPE) was €471 Mil.
Depreciation, Depletion and Amortization(DDA) was €168 Mil.
Selling, General, & Admin. Expense(SGA) was €592 Mil.
Total Current Liabilities was €0 Mil.
Long-Term Debt & Capital Lease Obligation was €8,553 Mil.
Net Income was 60.352 + -634.564 + 76.178 + -90.823 = €-589 Mil.
Non Operating Income was 0 + 0 + 0 + 0 = €0 Mil.
Cash Flow from Operations was 65.412 + 233.01 + 749.413 + -679.79 = €368 Mil.
|
Total Receivables was €560 Mil.
Revenue was 591.689 + 611.051 + 821.837 + 710.446 = €2,735 Mil.
Gross Profit was 591.689 + 611.051 + 821.837 + 710.446 = €2,735 Mil.
Total Current Assets was €0 Mil.
Total Assets was €19,870 Mil.
Property, Plant and Equipment(Net PPE) was €442 Mil.
Depreciation, Depletion and Amortization(DDA) was €165 Mil.
Selling, General, & Admin. Expense(SGA) was €602 Mil.
Total Current Liabilities was €0 Mil.
Long-Term Debt & Capital Lease Obligation was €8,272 Mil.
|
1. DSRI = Days Sales in Receivables Index
Measured as the ratio of Revenue in Total Receivables in year t to year t-1.
A large increase in DSR could be indicative of revenue inflation.
| DSRI | = | (Receivables_t / Revenue_t) | / | (Receivables_t-1 / Revenue_t-1) |
| = | (761.944 / 1199.436) | / | (560.307 / 2735.023) |
| = | 0.635252 | / | 0.204864 |
| | = | 3.1008 |
2. GMI = Gross Margin Index
Measured as the ratio of gross margin in year t-1 to gross margin in year t.
Gross margin has deteriorated when this index is above 1. A firm with poorer prospects is more likely to manipulate earnings.
| GMI | = | GrossMargin_t-1 | / | GrossMargin_t |
| = | (GrossProfit_t-1 / Revenue_t-1) | / | (GrossProfit_t / Revenue_t) |
| = | (2735.023 / 2735.023) | / | (1199.436 / 1199.436) |
| = | 1 | / | 1 |
| | = | 1 |
3. AQI = Asset Quality Index
AQI is the ratio of asset quality in year t to year t-1.
Asset quality is measured as the ratio of non-current assets other than Property, Plant and Equipment to Total Assets.
| AQI | = | (1 - (CurrentAssets_t + PPE_t) / TotalAssets_t) | / | (1 - (CurrentAssets_t-1 + PPE_t-1) / TotalAssets_t-1) |
| = | (1 - (0 + 471.132) / 19181.54) | / | (1 - (0 + 442.062) / 19869.823) |
| = | 0.975438 | / | 0.977752 |
| | = | 0.9976 |
4. SGI = Sales Growth Index
Ratio of Revenue in year t to sales in year t-1.
Sales growth is not itself a measure of manipulation. However, growth companies are likely to find themselves under pressure to manipulate in order to keep up appearances.
| SGI | = | Sales_t | / | Sales_t-1 |
| = | Revenue_t | / | Revenue_t-1 |
| = | 1199.436 | / | 2735.023 |
| | = | 0.4385 |
5. DEPI = Depreciation Index
Measured as the ratio of the rate of Depreciation, Depletion and Amortization in year t-1 to the corresponding rate in year t.
DEPI greater than 1 indicates that assets are being depreciated at a slower rate. This suggests that the firm might be revising useful asset life assumptions upwards, or adopting a new method that is income friendly.
| DEPI | = | (Depreciation_t-1 / (Depreciaton_t-1 + PPE_t-1)) | / | (Depreciation_t / (Depreciaton_t + PPE_t)) |
| = | (164.834 / (164.834 + 442.062)) | / | (168.18 / (168.18 + 471.132)) |
| = | 0.271602 | / | 0.263064 |
| | = | 1.0325 |
Note: If the Depreciation, Depletion and Amortization data is not available, we assume that the depreciation rate is constant and set the Depreciation Index to 1.
6. SGAI = Sales, General and Administrative expenses Index
The ratio of Selling, General, & Admin. Expense(SGA) to Sales in year t relative to year t-1.
SGA expenses index > 1 means that the company is becoming less efficient in generate sales.
| SGAI | = | (SGA_t / Sales_t) | / | (SGA_t-1 /Sales_t-1) |
| = | (591.745 / 1199.436) | / | (602.011 / 2735.023) |
| = | 0.493353 | / | 0.220112 |
| | = | 2.2414 |
7. LVGI = Leverage Index
The ratio of total debt to Total Assets in year t relative to yeat t-1.
An LVGI > 1 indicates an increase in leverage
| LVGI | = | ((LTD_t + CurrentLiabilities_t) / TotalAssets_t) | / | ((LTD_t-1 + CurrentLiabilities_t-1) / TotalAssets_t-1) |
| = | ((8553.24 + 0) / 19181.54) | / | ((8271.878 + 0) / 19869.823) |
| = | 0.44591 | / | 0.416304 |
| | = | 1.0711 |
8. TATA = Total Accruals to Total Assets
Total accruals calculated as the change in working capital accounts other than cash less depreciation.
| TATA | = | (IncomefromContinuingOperations_t | - | CashFlowsfromOperations_t) | / | TotalAssets_t |
| = | (NetIncome_t - NonOperatingIncome_t | - | CashFlowsfromOperations_t) | / | TotalAssets_t |
| = | (-588.857 - 0 | - | 368.045) | / | 19181.54 |
| | = | -0.049887 |
An M-Score of equal or less than -1.78 suggests that the company is unlikely to be a manipulator. An M-Score of greater than -1.78 signals that the company is likely to be a manipulator.
The Carlyle Group has a M-score of -1.52 signals that the company is likely to be a manipulator.
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