East West Bancorp 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 East West Bancorp 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 * 1 | + | 0.528 * 1 | + | 0.404 * 0.9949 | + | 0.892 * 1.1058 | + | 0.115 * 0.9533 |
| - | 0.172 * SGAI | + | 4.679 * TATA | - | 0.327 * LVGI |
| - | 0.172 * 1.1131 | + | 4.679 * -0.003789 | - | 0.327 * 2.355 |
| = | -2.87 |
* 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 $0 Mil.
Revenue was 643.347 + 635.98 + 634.818 + 650.23 = $2,564 Mil.
Gross Profit was 643.347 + 635.98 + 634.818 + 650.23 = $2,564 Mil.
Total Current Assets was $10,814 Mil.
Total Assets was $69,613 Mil.
Property, Plant and Equipment(Net PPE) was $180 Mil.
Depreciation, Depletion and Amortization(DDA) was $163 Mil.
Selling, General, & Admin. Expense(SGA) was $612 Mil.
Total Current Liabilities was $4,602 Mil.
Long-Term Debt & Capital Lease Obligation was $153 Mil.
Net Income was 238.953 + 287.738 + 312.031 + 322.439 = $1,161 Mil.
Non Operating Income was 0 + 0 + 0 + 0 = $0 Mil.
Cash Flow from Operations was 561.687 + 381.854 + 258.467 + 222.901 = $1,425 Mil.
|
Total Receivables was $0 Mil.
Revenue was 661.997 + 620.654 + 545.725 + 490.663 = $2,319 Mil.
Gross Profit was 661.997 + 620.654 + 545.725 + 490.663 = $2,319 Mil.
Total Current Assets was $9,656 Mil.
Total Assets was $64,112 Mil.
Property, Plant and Equipment(Net PPE) was $193 Mil.
Depreciation, Depletion and Amortization(DDA) was $160 Mil.
Selling, General, & Admin. Expense(SGA) was $497 Mil.
Total Current Liabilities was $1,707 Mil.
Long-Term Debt & Capital Lease Obligation was $152 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) |
| = | (0 / 2564.375) | / | (0 / 2319.039) |
| = | 0 | / | 0 |
| | = | 1 |
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) |
| = | (2319.039 / 2319.039) | / | (2564.375 / 2564.375) |
| = | 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 - (10813.819 + 180.394) / 69612.884) | / | (1 - (9655.798 + 192.872) / 64112.15) |
| = | 0.842066 | / | 0.846384 |
| | = | 0.9949 |
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 |
| = | 2564.375 | / | 2319.039 |
| | = | 1.1058 |
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)) |
| = | (159.851 / (159.851 + 192.872)) | / | (163.46 / (163.46 + 180.394)) |
| = | 0.453191 | / | 0.475376 |
| | = | 0.9533 |
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) |
| = | (611.846 / 2564.375) | / | (497.084 / 2319.039) |
| = | 0.238595 | / | 0.214349 |
| | = | 1.1131 |
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) |
| = | ((153.011 + 4602.353) / 69612.884) | / | ((152.4 + 1707.289) / 64112.15) |
| = | 0.068312 | / | 0.029007 |
| | = | 2.355 |
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 |
| = | (1161.161 - 0 | - | 1424.909) | / | 69612.884 |
| | = | -0.003789 |
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.
East West Bancorp has a M-score of -2.87 suggests that the company is unlikely to be a manipulator.
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