PT Goto Gojek Tokopedia Tbk Beneish M-Score Historical Data
The historical data trend for PT Goto Gojek Tokopedia Tbk's Beneish M-Score can be seen below:
* 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.
PT Goto Gojek Tokopedia Tbk Beneish M-Score Chart
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PT Goto Gojek Tokopedia Tbk Annual Data
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Trend |
Dec18 |
Dec19 |
Dec20 |
Dec21 |
Dec22 |
Dec23 |
| Beneish M-Score |
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- |
- |
- |
-1.34 |
-10.49 |
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PT Goto Gojek Tokopedia Tbk Quarterly Data
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Dec18 |
Dec19 |
Dec20 |
Jun21 |
Sep21 |
Dec21 |
Mar22 |
Jun22 |
Sep22 |
Dec22 |
Mar23 |
Jun23 |
Sep23 |
Dec23 |
Mar24 |
| Beneish M-Score |
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- |
-2.78 |
-2.66 |
-10.49 |
-10.42 |
Competitive Comparison of PT Goto Gojek Tokopedia Tbk's Beneish M-Score
For the Software - Application subindustry, PT Goto Gojek Tokopedia Tbk's Beneish M-Score, along with its competitors' market caps and Beneish M-Score data, can be viewed below:
* Competitive companies are chosen from companies within the same industry, with headquarter located in same country, with closest market capitalization; x-axis shows the market cap, and y-axis shows the term value; the bigger the dot, the larger the market cap. Note that "N/A" values will not show up in the chart.
PT Goto Gojek Tokopedia Tbk's Beneish M-Score Distribution in the Software Industry
For the Software industry and Technology sector, PT Goto Gojek Tokopedia Tbk's Beneish M-Score distribution charts can be found below:
* The bar in red indicates where PT Goto Gojek Tokopedia Tbk's Beneish M-Score falls into.
PT Goto Gojek Tokopedia Tbk 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 PT Goto Gojek Tokopedia Tbk 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 * 2.0189 | + | 0.528 * 0.8978 | + | 0.404 * 0.4941 | + | 0.892 * 1.1781 | + | 0.115 * 0.8976 |
| - | 0.172 * SGAI | + | 4.679 * TATA | - | 0.327 * LVGI |
| - | 0.172 * 0.3546 | + | 4.679 * -1.778946 | - | 0.327 * 2.6851 |
| = | -10.42 |
* 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 (Mar24) TTM: | Last Year (Mar23) TTM: |
Total Receivables was Rp4,677,379 Mil.
Revenue was 4079226 + 4274773 + 3627093 + 3551196 = Rp15,532,288 Mil.
Gross Profit was 2216831 + 2957496 + 2426264 + 2329155 = Rp9,929,746 Mil.
Total Current Assets was Rp29,067,824 Mil.
Total Assets was Rp47,735,756 Mil.
Property, Plant and Equipment(Net PPE) was Rp749,377 Mil.
Depreciation, Depletion and Amortization(DDA) was Rp2,304,863 Mil.
Selling, General, & Admin. Expense(SGA) was Rp10,373,416 Mil.
Total Current Liabilities was Rp9,210,737 Mil.
Long-Term Debt & Capital Lease Obligation was Rp3,228,264 Mil.
Net Income was -861911 + -80847054 + -2387069 + -3299277 = Rp-87,395,311 Mil.
Non Operating Income was 0 + 0 + 0 + 0 = Rp0 Mil.
Cash Flow from Operations was -81676 + -114134 + -1103140 + -1177039 = Rp-2,475,989 Mil.
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Total Receivables was Rp1,966,532 Mil.
Revenue was 3332430 + 3380276 + 4568903 + 1902617 = Rp13,184,226 Mil.
Gross Profit was 1979398 + 1755920 + 3184246 + 647439 = Rp7,567,003 Mil.
Total Current Assets was Rp31,314,794 Mil.
Total Assets was Rp135,959,043 Mil.
Property, Plant and Equipment(Net PPE) was Rp1,361,274 Mil.
Depreciation, Depletion and Amortization(DDA) was Rp2,857,570 Mil.
Selling, General, & Admin. Expense(SGA) was Rp24,832,327 Mil.
Total Current Liabilities was Rp11,536,495 Mil.
Long-Term Debt & Capital Lease Obligation was Rp1,657,662 Mil.
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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) |
| = | (4677379 / 15532288) | / | (1966532 / 13184226) |
| = | 0.301139 | / | 0.149158 |
| | = | 2.0189 |
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) |
| = | (7567003 / 13184226) | / | (9929746 / 15532288) |
| = | 0.573944 | / | 0.639297 |
| | = | 0.8978 |
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 - (29067824 + 749377) / 47735756) | / | (1 - (31314794 + 1361274) / 135959043) |
| = | 0.37537 | / | 0.759662 |
| | = | 0.4941 |
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 |
| = | 15532288 | / | 13184226 |
| | = | 1.1781 |
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)) |
| = | (2857570 / (2857570 + 1361274)) | / | (2304863 / (2304863 + 749377)) |
| = | 0.677335 | / | 0.754644 |
| | = | 0.8976 |
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) |
| = | (10373416 / 15532288) | / | (24832327 / 13184226) |
| = | 0.667861 | / | 1.883488 |
| | = | 0.3546 |
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) |
| = | ((3228264 + 9210737) / 47735756) | / | ((1657662 + 11536495) / 135959043) |
| = | 0.26058 | / | 0.097045 |
| | = | 2.6851 |
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 |
| = | (-87395311 - 0 | - | -2475989) | / | 47735756 |
| | = | -1.778946 |
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.
PT Goto Gojek Tokopedia Tbk has a M-score of -10.42 suggests that the company is unlikely to be a manipulator.
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