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ValueExpectations.com has continued to provide investment ideas to help our readers make better informed investment decisions. In addition to finding Buy opportunities, VE.com also understands the importance of avoiding potential torpedoes given the current market volatility, so we have decided to provide a list of potential sell/short ideas from the S&P500 index (excluding Financials). These companies on our list look “At-Risk” of going bankrupt in the next 2 years according to the Altman Z-score (Z-Score), and look overvalued according to the AFG’s valuation framework.

Here is the list of 15 firms that you may want to avoid for your portfolio.

Overvalued S&P 500 Companies (Ex. Financials) with Poor Z-Scores (Altman Z-Score)

AFG Sell Criteria: When identifying possible sell/short opportunities (torpedoes) The Applied Finance Group (AFG) starts by running a screen using its proprietary Sell Criteria variables starting with Economic Margin. Economic Margin is a measure of corporate performance that identifies how profitable a company is by measuring how much the company earns above or below its cost of capital. In addition to corporate performance, AFG looks to identify those companies that are unattractively priced using our valuation model. Lastly AFG evaluates how well companies run their business using its Management Quality score, identifying companies that have management teams that destroy wealth.

The Altman Z-score - Z-score is a metric that gives insights into the likelihood of a firm going bankrupt in the next 2 years. The model was developed by Professor Edward I. Altman of the NYU’s Stern School of Business and first published in The Journal of FINANCE in September 1968. A common critique to this metric is that it was developed over 40 years ago and is no longer relevant.

In 2001, Professor Joseph D. Piotroski of The University of Chicago Graduate School of Business, published a paper called, Value Investing: The Use of Historical Financial Statement Information to Separate Winners from Losers. Piotroski showed that value investors were rewarded by looking at a firm’s financial health and he showed that Z-score was a meaningful statistic.

More recently, on December 5, 2008, Dr. Altman was called to testify before a House of Representatives Committee on the condition of U.S. Automakers. In his testimony, he noted that Bloomberg, Inc. reported, “that approximately 1,000 users of their system per day access the Altman Z-Score model.”

The Altman Z-Score breaks down firms into 3 zones:
• >2.99 – Not Likely to Go Bankrupt
• 1.8 - 2.99 – Gray Area
• <1.8 – Likely to Go Bankrupt in the Next 2 Years

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.