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The zones of discrimination for M-Score is as such:
An M-Score of less than -2.22 suggests that the company is not an accounting manipulator.
An M-Score of greater than -2.22 signals that the company is likely an accounting manipulator.
During the past 13 years, the highest Beneish M-Score of DTE Energy Co was 0.00. The lowest was 0.00. And the median was 0.00.
The M-score was created by Professor Messod Beneish. Instead of measuring the bankruptcy risk (Z-Score) or business trend (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 DTE Energy Co 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 *|
* All numbers are in millions except for per share data and ratio. All numbers are in their own currency.
|This Year (Mar16) TTM:||Last Year (Mar15) TTM:|
|Accounts Receivable was $1,185 Mil.|
Revenue was 2566 + 2487 + 2598 + 2268 = $9,919 Mil.
Gross Profit was 1225 + 318 + 1545 + 1326 = $4,414 Mil.
Total Current Assets was $2,362 Mil.
Total Assets was $28,564 Mil.
Property, Plant and Equipment(Net PPE) was $18,127 Mil.
Depreciation, Depletion and Amortization(DDA) was $872 Mil.
Selling, General & Admin. Expense(SGA) was $0 Mil.
Total Current Liabilities was $2,209 Mil.
Long-Term Debt was $8,758 Mil.
Net Income was 247 + 80 + 265 + 109 = $701 Mil.
Non Operating Income was 44 + 29 + 38 + 40 = $151 Mil.
Cash Flow from Operations was 741 + 443 + 288 + 433 = $1,905 Mil.
|Accounts Receivable was $1,534 Mil.
Revenue was 2984 + 3078 + 2595 + 2698 = $11,355 Mil.
Gross Profit was 1286 + 606 + 1476 + 1422 = $4,790 Mil.
Total Current Assets was $2,788 Mil.
Total Assets was $28,068 Mil.
Property, Plant and Equipment(Net PPE) was $17,235 Mil.
Depreciation, Depletion and Amortization(DDA) was $1,074 Mil.
Selling, General & Admin. Expense(SGA) was $0 Mil.
Total Current Liabilities was $1,839 Mil.
Long-Term Debt was $8,838 Mil.
1. DSRI = Days Sales in Receivables Index
A large increase in DSR could be indicative of revenue inflation.
|DSRI||=||(Receivables_t / Revenue_t)||/||(Receivables_t-1 / Revenue_t-1)|
|=||(1185 / 9919)||/||(1534 / 11355)|
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.
|=||(GrossProfit_t-1 / Revenue_t-1)||/||(GrossProfit_t / Revenue_t)|
|=||(318 / 11355)||/||(1225 / 9919)|
3. AQI = Asset Quality Index
AQI is the ratio of asset quality in year t to year t-1.
|AQI||=||(1 - (CurrentAssets_t + PPE_t) / TotalAssets_t)||/||(1 - (CurrentAssets_t-1 + PPE_t-1) / TotalAssets_t-1)|
|=||(1 - (2362 + 18127) / 28564)||/||(1 - (2788 + 17235) / 28068)|
4. SGI = Sales Growth Index
Ratio of sales 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.
5. DEPI = Depreciation Index
Measured as the ratio of the rate of depreciation 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))|
|=||(1074 / (1074 + 17235))||/||(872 / (872 + 18127))|
6. SGAI = Sales, General and Administrative expenses Index
The ratio of SGA expenses 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)|
|=||(0 / 9919)||/||(0 / 11355)|
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$sgai= in leverage
|LVGI||=||((LTD_t + CurrentLiabilities_t) / TotalAssets_t)||/||((LTD_t-1 + CurrentLiabilities_t-1) / TotalAssets_t-1)|
|=||((8758 + 2209) / 28564)||/||((8838 + 1839) / 28068)|
8. TATA = Total Accruals to Total Assets
Total accruals calculated as the change in working capital accounts other than cash less depreciation.
|=||(NetIncome_t - NonOperatingIncome_t||-||CashFlowsfromOperations_t)||/||TotalAssets_t|
|=||(701 - 151||-||1905)||/||28564|
An M-Score of less than -2.22 suggests that the company will not be a manipulator. An M-Score of greater than -2.22 signals that the company is likely to be a manipulator.
DTE Energy Co has a M-score of signals that the company is likely to be a manipulator.
Altman Z-Score, Piotroski F-Score, Accounts Receivable, Revenue, Gross Profit, Total Current Assets, Total Assets, Property, Plant and Equipment, Depreciation, Depletion and Amortization, Selling, General & Admin. Expense, Total Current Liabilities, Long-Term Debt, Net Income, Non Operating Income, Cash Flow from Operations
DTE Energy Co Annual Data
DTE Energy Co Quarterly Data