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Eaton (ETN) Beneish M-Score

: -2.53 (As of Today)
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The zones of discrimination for M-Score is as such:

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.

Good Sign:

Beneish M-Score -2.53 no higher than -1.78, which implies that the company is unlikely to be a manipulator.

The historical rank and industry rank for Eaton's Beneish M-Score or its related term are showing as below:

ETN' s Beneish M-Score Range Over the Past 10 Years
Min: -2.83   Med: -2.53   Max: -2.32
Current: -2.53

During the past 13 years, the highest Beneish M-Score of Eaton was -2.32. The lowest was -2.83. And the median was -2.53.


Eaton Beneish M-Score Historical Data

The historical data trend for Eaton'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.

* Premium members only.

Eaton Annual Data
Trend Dec14 Dec15 Dec16 Dec17 Dec18 Dec19 Dec20 Dec21 Dec22 Dec23
Beneish M-Score
Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only -2.78 -2.83 -2.43 -2.32 -2.53

Eaton Quarterly Data
Mar19 Jun19 Sep19 Dec19 Mar20 Jun20 Sep20 Dec20 Mar21 Jun21 Sep21 Dec21 Mar22 Jun22 Sep22 Dec22 Mar23 Jun23 Sep23 Dec23
Beneish M-Score Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only -2.32 -2.40 -2.46 -2.46 -2.53

Competitive Comparison

For the Specialty Industrial Machinery subindustry, Eaton'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.


Eaton Beneish M-Score Distribution

For the Industrial Products industry and Industrials sector, Eaton's Beneish M-Score distribution charts can be found below:

* The bar in red indicates where Eaton's Beneish M-Score falls into.



Eaton 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 Eaton 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 * 0.9822+0.528 * 0.9127+0.404 * 0.9122+0.892 * 1.1178+0.115 * 1.1257
-0.172 * SGAI+4.679 * TATA-0.327 * LVGI
-0.172 * 1.0521+4.679 * -0.012984-0.327 * 0.9943
=-2.53

* 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 $4,475 Mil.
Revenue was 5967 + 5880 + 5866 + 5483 = $23,196 Mil.
Gross Profit was 2235 + 2196 + 2119 + 1884 = $8,434 Mil.
Total Current Assets was $11,675 Mil.
Total Assets was $38,432 Mil.
Property, Plant and Equipment(Net PPE) was $4,178 Mil.
Depreciation, Depletion and Amortization(DDA) was $926 Mil.
Selling, General, & Admin. Expense(SGA) was $3,795 Mil.
Total Current Liabilities was $7,747 Mil.
Long-Term Debt & Capital Lease Obligation was $8,777 Mil.
Net Income was 945 + 891 + 744 + 638 = $3,218 Mil.
Non Operating Income was 37 + 52 + -7 + 11 = $93 Mil.
Cash Flow from Operations was 1298 + 1141 + 850 + 335 = $3,624 Mil.
Total Receivables was $4,076 Mil.
Revenue was 5384 + 5313 + 5212 + 4843 = $20,752 Mil.
Gross Profit was 1838 + 1768 + 1707 + 1574 = $6,887 Mil.
Total Current Assets was $8,746 Mil.
Total Assets was $35,014 Mil.
Property, Plant and Equipment(Net PPE) was $3,717 Mil.
Depreciation, Depletion and Amortization(DDA) was $954 Mil.
Selling, General, & Admin. Expense(SGA) was $3,227 Mil.
Total Current Liabilities was $6,360 Mil.
Long-Term Debt & Capital Lease Obligation was $8,780 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)
=(4475 / 23196) / (4076 / 20752)
=0.192921 / 0.196415
=0.9822

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)
=(6887 / 20752) / (8434 / 23196)
=0.331872 / 0.363597
=0.9127

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 - (11675 + 4178) / 38432) / (1 - (8746 + 3717) / 35014)
=0.587505 / 0.644057
=0.9122

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
=23196 / 20752
=1.1178

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))
=(954 / (954 + 3717)) / (926 / (926 + 4178))
=0.204239 / 0.181426
=1.1257

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)
=(3795 / 23196) / (3227 / 20752)
=0.163606 / 0.155503
=1.0521

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)
=((8777 + 7747) / 38432) / ((8780 + 6360) / 35014)
=0.429954 / 0.432398
=0.9943

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
=(3218 - 93 - 3624) / 38432
=-0.012984

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.

Eaton has a M-score of -2.53 suggests that the company is unlikely to be a manipulator.


Eaton (ETN) Business Description

Traded in Other Exchanges
Address
30 Pembroke Road, Eaton House, Dublin, IRL, D04 Y0C2
Eaton is a diversified power management company operating for over 100 years. The company operates through various segments, including electrical Americas, electrical global, aerospace, vehicle, and eMobility. Eaton's portfolio can broadly be divided into two halves. One part of its portfolio is housed under its industrial sector umbrella, which serves a large variety of end markets like commercial vehicles, general aviation, and trucks. The other portion is Eaton's electrical sector portfolio, which serves data centers, utilities, and the residential end market, among others. While the company receives favorable tax treatment with its Ireland domicile, most of its operations are in the U.S.
Executives
Sternadt Paulo Ruiz officer: See remarks below 1000 EATON BLVD., CLEVELAND OH 44122
Thomas B Okray officer: See Remarks below. 5008 AIRPORT ROAD NW, ROANOKE VA 24012
Szmagala Taras G. Jr. officer: See remarks below C/O EATON CORPORATION PLC, 1000 EATON BOULEVARD, CLEVELAND OH 44122
Craig Arnold director, officer: See Remarks below. EATON CENTER, 1111 SUPERIOR AVENUE, CLEVELAND OH 44114
Peter Denk officer: See remarks below C/O EATON CORPORATION PLC, 1000 EATON BLVD., CLEVELAND OH 44122
Heath B. Monesmith officer: See Remarks below. 600 TRAVIS, SUITE 5600, HOUSTON TX 77002
Nandakumar Cheruvatath officer: See Remarks below 1000EATON BLVD., CLEVELAND OH 44122
Michael Yelton officer: See remarks below C/O EATON CORPORATION PLC, 1000 EATON BLVD., CLEVELAND OH 44122
Joao V Faria officer: See Remarks below. 1000 EATON BLVD., CLEVELAND OH 44122
Brian S Brickhouse officer: See Remarks below. 1000 EATON BLVD., CLEVELAND OH 44122
Daniel Roy Hopgood officer: See Remarks below. 2135 WEST MAPLE ROAD, TROY MI 48084-7186
Deborah L Mccoy director CONTINENTAL AIRLINES INC., 1600 SMITH ST. HQS FL, HOUSTON TX 77002
Boise April Miller officer: See Remarks below. C/O INTEL CORPORATION, 2200 MISSION COLLEGE BLVD, SANTA CLARA CA 95054
Christopher M Connor director THE SHERWIN WILLIAMS CO, 101 W. PROSPECT AVENUE, CLEVELAND OH 44115-1027
Dorothy C Thompson director 1000 EATON BLVD., CLEVELAND OH 44122