UnipolSai SPA 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 UnipolSai SPA 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 * 0.725 | + | 0.528 * 1 | + | 0.404 * 0.9544 | + | 0.892 * 1.4672 | + | 0.115 * 1.4416 |
| - | 0.172 * SGAI | + | 4.679 * TATA | - | 0.327 * LVGI |
| - | 0.172 * 0.9071 | + | 4.679 * -0.035343 | - | 0.327 * 1.1258 |
| = | -2.47 |
* 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 (Dec23) TTM: | Last Year (Dec22) TTM: |
Total Receivables was $2,570 Mil.
Revenue was $3,564 Mil.
Gross Profit was $3,564 Mil.
Total Current Assets was $48,203 Mil.
Total Assets was $81,920 Mil.
Property, Plant and Equipment(Net PPE) was $4,497 Mil.
Depreciation, Depletion and Amortization(DDA) was $57 Mil.
Selling, General, & Admin. Expense(SGA) was $486 Mil.
Total Current Liabilities was $1,406 Mil.
Long-Term Debt & Capital Lease Obligation was $3,341 Mil.
Net Income was $763 Mil.
Gross Profit was $1,135 Mil.
Cash Flow from Operations was $2,523 Mil.
|
Total Receivables was $2,416 Mil.
Revenue was $2,429 Mil.
Gross Profit was $2,429 Mil.
Total Current Assets was $42,620 Mil.
Total Assets was $72,771 Mil.
Property, Plant and Equipment(Net PPE) was $2,956 Mil.
Depreciation, Depletion and Amortization(DDA) was $54 Mil.
Selling, General, & Admin. Expense(SGA) was $365 Mil.
Total Current Liabilities was $1,446 Mil.
Long-Term Debt & Capital Lease Obligation was $2,300 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) |
| = | (2570.338 / 3563.795) | / | (2416.314 / 2429.025) |
| = | 0.721236 | / | 0.994767 |
| | = | 0.725 |
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) |
| = | (2429.025 / 2429.025) | / | (3563.795 / 3563.795) |
| = | 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 - (48202.835 + 4497.274) / 81920.393) | / | (1 - (42619.704 + 2955.508) / 72771.186) |
| = | 0.356691 | / | 0.373719 |
| | = | 0.9544 |
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 |
| = | 3563.795 | / | 2429.025 |
| | = | 1.4672 |
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)) |
| = | (54.025 / (54.025 + 2955.508)) | / | (56.707 / (56.707 + 4497.274)) |
| = | 0.017951 | / | 0.012452 |
| | = | 1.4416 |
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) |
| = | (486.369 / 3563.795) | / | (365.466 / 2429.025) |
| = | 0.136475 | / | 0.150458 |
| | = | 0.9071 |
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) |
| = | ((3341.33 + 1405.671) / 81920.393) | / | ((2299.788 + 1445.975) / 72771.186) |
| = | 0.057947 | / | 0.051473 |
| | = | 1.1258 |
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 |
| = | (763.359 - 1135.224 | - | 2523.446) | / | 81920.393 |
| | = | -0.035343 |
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.
UnipolSai SPA has a M-score of -2.47 suggests that the company is unlikely to be a manipulator.
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