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James Glassman of MSN Money provided a list of the 25 best performing stocks of the past decade and says the list is a good starting point when looking for the best stocks of the next decade because of their solid past performance. Although ValueExpectations does not share the same sentiment regarding past performance, we set out to analyze the top performing stocks of the last 10 year to determine which companies are most likely to continue their impressive run.

The Applied Finance Group’s (AFG’s) Earnings Quality variable is an important indicator of companies that may be more likely to have negative earnings surprises and underperform due to high amounts of accruals. With many firms under pressure to meet sales expectations in the current environment, it is important to watch out for those firms that may be trying to pad their sales numbers, ie. Channel stuffing (sending excess inventory to stores that cannot sell their products).

The EQ score ranges from 1 to 100, 1 being the best EQ score resulting from the lowest accruals, and 100 being the worst EQ score indicating the highest accruals. Because high EQ score companies (bad Earnings Quality) are more likely to have negative earnings surprises, you may want to avoid these firms. Our back-test indicates that the EQ variable works well as an exclusionary variable coupled with AFG’s valuation model.

We screened the S&P500 to identify those firms with the worst Earnings Quality (EQ), which may be possible torpedoes. The Chart Below displays the 14 firms along with their EQ scores and our valuation analysis.

 

Earnings Quality: Accruals

•An accrual is the difference between Cash Flow and Net Income.

•Net Income = Cash Flow + Accruals

•Low Accrual companies outperform high accrual companies

Two ways to approach accruals:

1. Cash Flow Statement
•Difference between Net Income and Cash Flow

2. Balance Sheet
•Change in Net Operating Assets from Period t-1 to t
•Net Operating Asset equals Total Assets Less Cash, Less Non-Debt Liabilities (excl. Minority Interest)

-Our studies show that the Balance Sheet approach is superior to the Cash Flow Statement approach.

-We found the Balance Sheet approach is also easier to expand to international companies.

 14 Worst Earnings Quality Firms

 

Here is a look at how well the Earnings Quality variable works when you split top half vs. bottom half in each sector/style.

Source: AFGView client databases from 9/1998 - 5/2009   Universe size: 4,000 to 5,500 firms

 

Here is a look at an example of a poor Earnings Quality company that has a negative earning surprise and thus underperforms.

Eastman Kodak

If you like this article, you might be interested in stocks that fit our Buy Reccomendations: Click here to read

A brief description of some other AFG's insights:

AFG's Valuation Metric – Measures the percent to target (deviation between a stock’s current trading price and its AFG current default target price). To derive the intrinsic value of a firm, AFG uses its proprietary Valuation Model (modified discounted cash flow model).

Economic Margin - A corporate performance measurement that addresses the gaps in GAAP, eliminating distortions caused by accounting policies to measure what a company is truly earning above or below their cost of capital.

Management Quality – Assesses management’s ability to make wealth creating decisions.
AFG's Value Universe - Companies in the AFG universe, which have MV/IC at the bottom 50% of the universe and have EPS estimates.

Listed below are the companies in the Energy & Extraction sector within the S&P 500 Index, ranked in order of valuation attractiveness. Currently, the Energy & Extraction sector has the highest median Value Score of all sectors according The Applied Finance Group’s April 2009 Monthly Market Review and looks to be trading at a significant discount relative to its historic valuation.

All Energy Companies (S&P 500) Ranked By Valuation Attractiveness

Energy Sector - Relative Valuation Chart

The graph above shows the median percentage upside for the Energy sector relative to the overall market across time. Values greater than 1 indicate the sector is more undervalued than the market, while values less than 1 indicate the opposite. The red line identifies the historical median value to provide a basis to understand valuation levels relative to historic norms. This example illustrates that the median Energy company is undervalued relative to the market currently and has been trading at a significant discount to its historic relative valuation, indicating a potentially attractive opportunity.

 

Economic Margin is a measure of economic profitability that identifies how much a company earns above or below its cost of capital. We analyzed all companies in the S&P500 Index based on their historical, current and forecasted Economic Margins to see which firms have the best average of past, present and future profitability. We identified the two most profitable and the two least profitable companies from each sector and have presented them in the table below. As a base of reference, the average firm in corporate America earns a 0 (zero) Economic Margin, or is a “break-even business”. Our research has shown that companies with consistently positive EMs that are also expected to increase their EMs in the future tend to outperfom firms with negative or declining EMs.
<!--[if gte mso 10]> Economic Margin is a corporate performance measure, which helps us identify well managed, wealth creating companies. Although not included in this post, we want to remind you that it is also important to understand the attractiveness of corporations' valuations to make sure we invest in great companies at great prices. (Here is an article by ValueExpectations.com explaining Applied Finance Group’s basic valuation concepts).

Note: Only companies in the S&P 500 were included.

 

S&P 500 Companies With The Best/Worst Average Profitability (Economic Margin)

 

Economic Margin (EM) Defined: A measure of corporate performance that captures off balance sheet items, by looking at how much a company is earning above or below their cost of capital. EM is expressed in a % or margin. The Economic Margin Framework™ is more than just a performance metric as it encompasses a valuation system that explicitly addresses the four main drivers of enterprise value: profitability, competition, growth and cost of capital. more EM details (PDF)