Banco De 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 De 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 * 0.9916 | + | 0.892 * 1.1172 | + | 0.115 * 0.9222 |
| - | 0.172 * SGAI | + | 4.679 * TATA | - | 0.327 * LVGI |
| - | 0.172 * 1.062 | + | 4.679 * -0.05635 | - | 0.327 * 0.9061 |
| = | -2.63 |
* 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 COP6,480,791 Mil.
Gross Profit was COP6,480,791 Mil.
Total Current Assets was COP8,860,728 Mil.
Total Assets was COP137,474,036 Mil.
Property, Plant and Equipment(Net PPE) was COP1,416,796 Mil.
Depreciation, Depletion and Amortization(DDA) was COP290,072 Mil.
Selling, General, & Admin. Expense(SGA) was COP131,780 Mil.
Total Current Liabilities was COP2,110,169 Mil.
Long-Term Debt & Capital Lease Obligation was COP23,185,508 Mil.
Net Income was COP954,136 Mil.
Gross Profit was COP0 Mil.
Cash Flow from Operations was COP8,700,809 Mil.
|
Total Receivables was COP0 Mil.
Revenue was COP5,800,795 Mil.
Gross Profit was COP5,800,795 Mil.
Total Current Assets was COP7,586,120 Mil.
Total Assets was COP137,873,839 Mil.
Property, Plant and Equipment(Net PPE) was COP1,635,060 Mil.
Depreciation, Depletion and Amortization(DDA) was COP303,886 Mil.
Selling, General, & Admin. Expense(SGA) was COP111,069 Mil.
Total Current Liabilities was COP1,395,054 Mil.
Long-Term Debt & Capital Lease Obligation was COP26,603,686 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 / 6480791) | / | (0 / 5800795) |
| = | 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) |
| = | (5800795 / 5800795) | / | (6480791 / 6480791) |
| = | 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 - (8860728 + 1416796) / 137474036) | / | (1 - (7586120 + 1635060) / 137873839) |
| = | 0.92524 | / | 0.933119 |
| | = | 0.9916 |
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 |
| = | 6480791 | / | 5800795 |
| | = | 1.1172 |
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)) |
| = | (303886 / (303886 + 1635060)) | / | (290072 / (290072 + 1416796)) |
| = | 0.156727 | / | 0.169944 |
| | = | 0.9222 |
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) |
| = | (131780 / 6480791) | / | (111069 / 5800795) |
| = | 0.020334 | / | 0.019147 |
| | = | 1.062 |
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) |
| = | ((23185508 + 2110169) / 137474036) | / | ((26603686 + 1395054) / 137873839) |
| = | 0.184003 | / | 0.203075 |
| | = | 0.9061 |
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 |
| = | (954136 - 0 | - | 8700809) | / | 137474036 |
| | = | -0.05635 |
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 De Bogota has a M-score of -2.63 suggests that the company is unlikely to be a manipulator.
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