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Harley-Davidson (WBO:HOG) Beneish M-Score : -2.49 (As of Apr. 29, 2024)


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What is Harley-Davidson Beneish M-Score?

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 -2.49 no higher than -1.78, which implies that the company is unlikely to be a manipulator.

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

WBO:HOG' s Beneish M-Score Range Over the Past 10 Years
Min: -3.29   Med: -2.65   Max: -2.12
Current: -2.49

During the past 13 years, the highest Beneish M-Score of Harley-Davidson was -2.12. The lowest was -3.29. And the median was -2.65.


Harley-Davidson Beneish M-Score Historical Data

The historical data trend for Harley-Davidson'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.

Harley-Davidson Beneish M-Score Chart

Harley-Davidson Annual Data
Trend Dec14 Dec15 Dec16 Dec17 Dec18 Dec19 Dec20 Dec21 Dec22 Dec23
Beneish M-Score
Get a 7-Day Free Trial Premium Member Only Premium Member Only -2.61 -3.29 -2.44 -2.21 -2.41

Harley-Davidson Quarterly Data
Jun19 Sep19 Dec19 Mar20 Jun20 Sep20 Dec20 Mar21 Jun21 Sep21 Dec21 Mar22 Jun22 Sep22 Dec22 Mar23 Jun23 Sep23 Dec23 Mar24
Beneish M-Score Get a 7-Day Free Trial 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 -2.12 -2.33 -2.40 -2.41 -2.49

Competitive Comparison of Harley-Davidson's Beneish M-Score

For the Recreational Vehicles subindustry, Harley-Davidson'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.


Harley-Davidson's Beneish M-Score Distribution in the Vehicles & Parts Industry

For the Vehicles & Parts industry and Consumer Cyclical sector, Harley-Davidson's Beneish M-Score distribution charts can be found below:

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



Harley-Davidson 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 Harley-Davidson 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 * 1.1738+0.528 * 1.0989+0.404 * 1.1285+0.892 * 0.9206+0.115 * 0.1707
-0.172 * SGAI+4.679 * TATA-0.327 * LVGI
-0.172 * 1.0601+4.679 * -0.024415-0.327 * 0.9862
=-2.50

* 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 €2,603 Mil.
Revenue was 1591.238 + 965.794 + 1451.468 + 1334.218 = €5,343 Mil.
Gross Profit was 470.124 + 305.795 + 535.583 + 525.085 = €1,837 Mil.
Total Current Assets was €4,955 Mil.
Total Assets was €11,348 Mil.
Property, Plant and Equipment(Net PPE) was €0 Mil.
Depreciation, Depletion and Amortization(DDA) was €115 Mil.
Selling, General, & Admin. Expense(SGA) was €1,052 Mil.
Total Current Liabilities was €3,212 Mil.
Long-Term Debt & Capital Lease Obligation was €4,590 Mil.
Net Income was 216.146 + 23.666 + 186.134 + 164.33 = €590 Mil.
Non Operating Income was 32.171 + 30.627 + 34.371 + 16.962 = €114 Mil.
Cash Flow from Operations was 95.677 + 44.126 + 277.583 + 335.827 = €753 Mil.
Total Receivables was €2,409 Mil.
Revenue was 1670.633 + 1078.314 + 1665.061 + 1389.756 = €5,804 Mil.
Gross Profit was 661.119 + 371.277 + 647.591 + 512.464 = €2,192 Mil.
Total Current Assets was €4,941 Mil.
Total Assets was €11,236 Mil.
Property, Plant and Equipment(Net PPE) was €685 Mil.
Depreciation, Depletion and Amortization(DDA) was €141 Mil.
Selling, General, & Admin. Expense(SGA) was €1,078 Mil.
Total Current Liabilities was €2,881 Mil.
Long-Term Debt & Capital Lease Obligation was €4,952 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)
=(2602.902 / 5342.718) / (2408.936 / 5803.764)
=0.487187 / 0.415064
=1.1738

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)
=(2192.451 / 5803.764) / (1836.587 / 5342.718)
=0.377764 / 0.343755
=1.0989

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 - (4955.033 + 0) / 11348.126) / (1 - (4941.334 + 685.174) / 11235.632)
=0.563361 / 0.499226
=1.1285

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
=5342.718 / 5803.764
=0.9206

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))
=(141.009 / (141.009 + 685.174)) / (114.523 / (114.523 + 0))
=0.170675 / 1
=0.1707

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)
=(1051.704 / 5342.718) / (1077.7 / 5803.764)
=0.196848 / 0.18569
=1.0601

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)
=((4589.78 + 3212.018) / 11348.126) / ((4951.921 + 2881.001) / 11235.632)
=0.687497 / 0.69715
=0.9862

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
=(590.276 - 114.131 - 753.213) / 11348.126
=-0.024415

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.

Harley-Davidson has a M-score of -2.50 suggests that the company is unlikely to be a manipulator.


Harley-Davidson Beneish M-Score Related Terms

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Harley-Davidson (WBO:HOG) Business Description

Address
3700 West Juneau Avenue, Milwaukee, WI, USA, 53208
Harley-Davidson is a global leading manufacturer of heavyweight motorcycles, merchandise, parts, and accessories. It sells custom, cruiser, and touring motorcycles and offers a complete line of Harley-Davidson motorcycle parts, accessories, riding gear, and apparel, as well as merchandise. Harley-Davidson Financial Services provides wholesale financing to dealers and retail financing and insurance brokerage services to customers. Harley has historically captured about half of all heavyweight domestic retail motorcycle registrations, a metric it had ceded in 2020 as it repositioned the business, and has yet to restore (at 39% in the third quarter). In recent years the firm has expanded into the adventure touring market with its Pan America model and into electric with the LiveWire brand.