Western Asset Mortgage Capital 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 Western Asset Mortgage Capital 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 * | + | 0.528 * | + | 0.404 * | + | 0.892 * | + | 0.115 * |
| - | 0.172 * SGAI | + | 4.679 * TATA | - | 0.327 * LVGI |
| - | 0.172 * | + | 4.679 * | - | 0.327 * |
| = | |
* 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 (Sep23) TTM: | Last Year (Sep22) TTM: |
Total Receivables was $20.82 Mil.
Revenue was -3.072 + -2.929 + 10.903 + 3.697 = $8.60 Mil.
Gross Profit was -3.072 + -2.929 + 10.903 + 3.697 = $8.60 Mil.
Total Current Assets was $45.43 Mil.
Total Assets was $2,235.78 Mil.
Property, Plant and Equipment(Net PPE) was $0.00 Mil.
Depreciation, Depletion and Amortization(DDA) was $0.00 Mil.
Selling, General, & Admin. Expense(SGA) was $4.26 Mil.
Total Current Liabilities was $17.88 Mil.
Long-Term Debt & Capital Lease Obligation was $1,969.13 Mil.
Net Income was -8.705 + -8.633 + 6.567 + -0.829 = $-11.60 Mil.
Non Operating Income was 0 + 0 + 0 + 0 = $0.00 Mil.
Cash Flow from Operations was -2.408 + 0.704 + -0.074 + 2.419 = $0.64 Mil.
|
Total Receivables was $23.26 Mil.
Revenue was -33.036 + -18.46 + -15.539 + -6.687 = $-73.72 Mil.
Gross Profit was -33.036 + -18.46 + -15.539 + -6.687 = $-73.72 Mil.
Total Current Assets was $78.61 Mil.
Total Assets was $2,606.31 Mil.
Property, Plant and Equipment(Net PPE) was $0.00 Mil.
Depreciation, Depletion and Amortization(DDA) was $0.00 Mil.
Selling, General, & Admin. Expense(SGA) was $4.49 Mil.
Total Current Liabilities was $20.12 Mil.
Long-Term Debt & Capital Lease Obligation was $2,269.02 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) |
| = | (20.823 / 8.599) | / | (23.259 / -73.722) |
| = | 2.421561 | / | |
| | = | |
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) |
| = | (-73.722 / -73.722) | / | (8.599 / 8.599) |
| = | | / | 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 - (45.431 + 0) / 2235.776) | / | (1 - (78.611 + 0) / 2606.305) |
| = | 0.97968 | / | 0.969838 |
| | = | |
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 |
| = | 8.599 | / | -73.722 |
| | = | |
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)) |
| = | (0 / (0 + 0)) | / | (0 / (0 + 0)) |
| = | | / | |
| | = | |
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) |
| = | (4.261 / 8.599) | / | (4.493 / -73.722) |
| = | 0.495523 | / | |
| | = | |
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) |
| = | ((1969.125 + 17.881) / 2235.776) | / | ((2269.024 + 20.115) / 2606.305) |
| = | 0.888732 | / | 0.878308 |
| | = | |
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 |
| = | (-11.6 - 0 | - | 0.641) | / | 2235.776 |
| | = | -0.005475 |
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.
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