The Travelers 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 Travelers 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 * 0.8469 | + | 0.528 * 1 | + | 0.404 * 1 | + | 0.892 * 1.2317 | + | 0.115 * 1 |
| - | 0.172 * SGAI | + | 4.679 * TATA | - | 0.327 * LVGI |
| - | 0.172 * 0.996 | + | 4.679 * -0.035289 | - | 0.327 * 0.9431 |
| = | -2.56 |
* 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 (Jun25) TTM: | Last Year (Jun24) TTM: |
Total Receivables was R$128,640 Mil.
Revenue was 67192.913 + 68003.161 + 73291.313 + 65921.971 = R$274,409 Mil.
Gross Profit was 67192.913 + 68003.161 + 73291.313 + 65921.971 = R$274,409 Mil.
Total Current Assets was R$0 Mil.
Total Assets was R$770,162 Mil.
Property, Plant and Equipment(Net PPE) was R$0 Mil.
Depreciation, Depletion and Amortization(DDA) was R$3,950 Mil.
Selling, General, & Admin. Expense(SGA) was R$34,053 Mil.
Total Current Liabilities was R$0 Mil.
Long-Term Debt & Capital Lease Obligation was R$44,555 Mil.
Net Income was 8368.612 + 2274.449 + 12702.282 + 6977.628 = R$30,323 Mil.
Non Operating Income was 682.133 + 644.907 + 683.312 + 664.536 = R$2,675 Mil.
Cash Flow from Operations was 12943.897 + 7831.016 + 12592.464 + 21458.975 = R$54,826 Mil.
|
Total Receivables was R$123,326 Mil.
Revenue was 60771.366 + 55913.194 + 53584.213 + 52523.075 = R$222,792 Mil.
Gross Profit was 60771.366 + 55913.194 + 53584.213 + 52523.075 = R$222,792 Mil.
Total Current Assets was R$0 Mil.
Total Assets was R$696,504 Mil.
Property, Plant and Equipment(Net PPE) was R$0 Mil.
Depreciation, Depletion and Amortization(DDA) was R$3,624 Mil.
Selling, General, & Admin. Expense(SGA) was R$27,758 Mil.
Total Current Liabilities was R$0 Mil.
Long-Term Debt & Capital Lease Obligation was R$42,723 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) |
| = | (128640.377 / 274409.358) | / | (123325.532 / 222791.848) |
| = | 0.46879 | / | 0.553546 |
| | = | 0.8469 |
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) |
| = | (222791.848 / 222791.848) | / | (274409.358 / 274409.358) |
| = | 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 + 0) / 770161.883) | / | (1 - (0 + 0) / 696503.522) |
| = | 1 | / | 1 |
| | = | 1 |
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 |
| = | 274409.358 | / | 222791.848 |
| | = | 1.2317 |
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)) |
| = | (3623.917 / (3623.917 + 0)) | / | (3950.074 / (3950.074 + 0)) |
| = | 1 | / | 1 |
| | = | 1 |
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) |
| = | (34053.492 / 274409.358) | / | (27757.671 / 222791.848) |
| = | 0.124097 | / | 0.12459 |
| | = | 0.996 |
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) |
| = | ((44554.957 + 0) / 770161.883) | / | ((42722.545 + 0) / 696503.522) |
| = | 0.057851 | / | 0.061339 |
| | = | 0.9431 |
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 |
| = | (30322.971 - 2674.888 | - | 54826.352) | / | 770161.883 |
| | = | -0.035289 |
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 Travelers has a M-score of -2.56 suggests that the company is unlikely to be a manipulator.
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