Banco Popular (Bogota) 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 Banco Popular (Bogota) 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 * 0.9335 | + | 0.892 * 1.3698 | + | 0.115 * 4.0278 |
| - | 0.172 * SGAI | + | 4.679 * TATA | - | 0.327 * LVGI |
| - | 0.172 * 0.0755 | + | 4.679 * -0.00761 | - | 0.327 * 2.6276 |
| = | -2.24 |
* 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 COP0 Mil.
Revenue was 1582653 + 201705 + 165612 + 218763 = COP2,168,733 Mil.
Gross Profit was 1582653 + 201705 + 165612 + 218763 = COP2,168,733 Mil.
Total Current Assets was COP7,632,828 Mil.
Total Assets was COP85,370,711 Mil.
Property, Plant and Equipment(Net PPE) was COP3,664,942 Mil.
Depreciation, Depletion and Amortization(DDA) was COP135,069 Mil.
Selling, General, & Admin. Expense(SGA) was COP80,404 Mil.
Total Current Liabilities was COP5,793,796 Mil.
Long-Term Debt & Capital Lease Obligation was COP22,138,465 Mil.
Net Income was -74084 + -99168 + -139585 + -85015 = COP-397,852 Mil.
Non Operating Income was 0 + 0 + 0 + 0 = COP0 Mil.
Cash Flow from Operations was -51059 + 387324 + -104173 + 19736 = COP251,828 Mil.
|
Total Receivables was COP0 Mil.
Revenue was 360977 + 337060 + 423961 + 461249 = COP1,583,247 Mil.
Gross Profit was 360977 + 337060 + 423961 + 461249 = COP1,583,247 Mil.
Total Current Assets was COP1,725,454 Mil.
Total Assets was COP32,667,377 Mil.
Property, Plant and Equipment(Net PPE) was COP578,291 Mil.
Depreciation, Depletion and Amortization(DDA) was COP96,624 Mil.
Selling, General, & Admin. Expense(SGA) was COP777,951 Mil.
Total Current Liabilities was COP216,465 Mil.
Long-Term Debt & Capital Lease Obligation was COP3,851,352 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 / 2168733) | / | (0 / 1583247) |
| = | 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) |
| = | (1583247 / 1583247) | / | (2168733 / 2168733) |
| = | 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 - (7632828 + 3664942) / 85370711) | / | (1 - (1725454 + 578291) / 32667377) |
| = | 0.867662 | / | 0.929479 |
| | = | 0.9335 |
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 |
| = | 2168733 | / | 1583247 |
| | = | 1.3698 |
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)) |
| = | (96624 / (96624 + 578291)) | / | (135069 / (135069 + 3664942)) |
| = | 0.143165 | / | 0.035544 |
| | = | 4.0278 |
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) |
| = | (80404 / 2168733) | / | (777951 / 1583247) |
| = | 0.037074 | / | 0.491364 |
| | = | 0.0755 |
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) |
| = | ((22138465 + 5793796) / 85370711) | / | ((3851352 + 216465) / 32667377) |
| = | 0.327188 | / | 0.124522 |
| | = | 2.6276 |
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 |
| = | (-397852 - 0 | - | 251828) | / | 85370711 |
| | = | -0.00761 |
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.
Banco Popular (Bogota) has a M-score of -2.24 suggests that the company is unlikely to be a manipulator.
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