Feature: Changing the Holding Period of AAII Stock Screens

by John Bajkowski

Many members closely follow the performance of the screening strategies presented in Stock Investor Pro, our stock screening program and research database, and in the AAII Stock Screens area of AAII.com. While the market has seen its performance ebb and flow, some strategies have exhibited surging performance since the inception of our stock screen tracking. We have been testing and tracking a wide variety of screening strategies for over seven years now.

Some of the screens attempt to capture the investment philosophy of famous investors such as Warren Buffett, while other screens explain and implement basic investing approaches—such as investing in stocks with low price-to-sales ratios. It is important to keep in mind that the screens following the approach of a famous investor do not represent their actual stock picks. The criteria for each screen are defined by our own interpretations of the investment approaches. A strategist may or may not actually invest in a passing stock.

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About the author

John Bajkowski is president of AAII.
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Our goal has been to gain an understanding of how the various strategies perform in different market environments to see if any strategies do a better job than others of putting together profitable portfolios. Each month we execute over 50 separate screens using AAII’s Stock Investor Pro and report on the current companies passing each individual screen. AAII Stock Investor subscribers can perform the screens themselves, while other members can access the screening results by clicking on the All Screens link within the AAII Stock Screens area of AAII.com. The results are posted to the site in the middle of each month.

Hypothetical portfolios for each screening strategy are constructed each month and the performance of each approach is tracked. The performance reflects buying and selling each month at month-end closing prices. The impact of factors such as commissions, bid-ask spread, dividends, and time-slippage (time between the initial decision to buy a stock and the actual purchase) are not considered. This overstates the reported performance, but all approaches are subject to the same conditions and procedures. Higher turnover portfolios would typically benefit more from these simplified rules. Sell rules are the same as the buy rules. The screens are simply reapplied using each subsequent month’s data. Thus, a stock is “sold” (no longer included in the portfolio) if it ceases to meet the initial criteria, and new stocks are added if they qualify. Stocks that no longer qualify are dropped even if the strategist behind a particular approach suggests different sell rules versus buy rules.

 

Figure 1.
Performance of Monthly
Neff and CAN SLIM
Screens
CLICK ON IMAGE TO
SEE FULL SIZE.
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The screening results are based upon monthly screening and rebalancing, resulting in frequent and costly turnover—too frequent for most investors to realistically follow on their own in a real world of bid-ask spreads, constant stock price movements, commissions and tax liabilities. We thought it would be interesting to take two of our more successful approaches—one with a value focus and another with a growth focus—and see how their performance might be impacted by less a frequent screening and portfolio rebalancing regimen.

The Neff Contrarian approach was selected as a representative value approach, while the O’Neil CAN SLIM strategy was selected to embody growth investing. As Figure 1 indicates, both strategies easily beat the S&P 500 over the last seven years. Table 1 shows the characteristics of the stocks passing the two screens.

Table 1. Current Portfolio Characteristics
Current Characteristics (Medians) Neff
Screen
CAN SLIM
Screen
Exchange-Listed
Stocks
Price-earnings ratio 8.75 24.6 18.7
Price-to-book ratio 2.05 3.70 2.00
Price-to-sales ratio 0.91 3.76 1.67
P/E to EPS est growth 0.8 1.6 1.3
EPS growth rate (hist 5 yr) 24.1% 45.7% 9.9%
EPS growth rate (est 3-5 yr) 16.2% 18.4% 14.1%
Market cap (million) $611.7 $401.5 $353.9
Relative strength vs. S&P 14.0% 56.5% –2.0%
Price change 52 week –10.5% 63.0% 0.0%
Monthly observations
Average no. of passing stocks 18 10
Highest no. of passing stocks 36 32
Lowest no. of passing stocks 4 0
Monthly turnover 37% 54%

Neff Approach

Value screens, such as the price-earnings ratio screen, typically look for low prices relative to actual measures of company performance or assets. The price-earnings ratio, or multiple, is computed by dividing a stock’s price by its most recent 12 months’ earnings per share. The price-earnings ratio is followed closely because it embodies the market’s expectations of future company performance and risk through the price component of the ratio and relates it to historical company performance as measured by earnings per share.

A simple search for low price-earnings ratios, however, can be misleading as a screen for undervalued stocks. Typically, firms with high growth potential trade with correspondingly high price-earnings ratios, while those with low price-earnings ratios are expected to have low growth or high risk. Screening solely for stocks with low price-earnings ratios may leave you with a list of companies with little or no growth prospects or great uncertainty regarding the firm prospects.

One of the most popular techniques used to seek value involves finding stocks with low price-earnings relative to earnings growth. The price-earnings-to-growth ratio (PEG ratio) is computed by dividing the price-earnings ratio by the earnings growth rate. Low ratios indicate that a stock may be undervalued, while stocks with high ratios may be overvalued. The PEG ratio helps investors judge whether the market is overpaying for these stocks.

The dividend-adjusted PEG ratio serves as the foundation of the Neff stock screen. It is calculated by dividing the price-earnings ratio by the sum of the estimated earnings growth rate and the dividend yield. The dividend-adjusted PEG ratio encompasses each of the key components of Neff’s value investing style—the price-earnings ratio, earnings growth, and the dividend yield.

Other factors in the Neff screen seek out strong, but sustainable growth in earnings and sales, above-average operating margins and positive free cash flow. The screening criteria are detailed below.

   SCREENING CRITERIA
Neff’s Contrarian Approach: Screening Criteria
  • The ratio of the current price-earnings ratio to the sum of the estimated growth in earnings per share and dividend yield (dividend-adjusted PEG ratio) is less than or equal to half of the median value for all companies
  • The estimated growth rate in earnings per share is greater than or equal to 7% and less than or equal to 20%
  • The five-year growth rate in sales is greater than or equal to 7% and less than or equal to 20%
  • Free cash flow per share over the last 12 months and the last fiscal year is positive
  • The operating margin over the last 12 months is greater than or equal to the industry’s median operating margin over the same period
  • The operating margin over the last fiscal year is greater than or equal to the industry’s median operating margin for the same period
O’Neil’s CAN SLIM System: Screening Criteria

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  • The growth of earnings per share from continuing operations, as of the latest fiscal quarter over the same quarter one year prior, must be greater than or equal to 20%
  • Earnings per share from continuing operations for the two most recent fiscal quarters must be positive
  • The growth rate of earnings per share from continuing operations over the last five years must be greater than or equal to 25%
  • Earnings per share from continuing operations must have increased over each of the last five fiscal years as well as over the last 12 months
  • The current stock price must be within 10% of its 52-week high
  • The stock’s float must be less than 20 million shares
  • The 52-week relative strength must be in the top 30% of the entire database (percent rank greater than 70)
  • There must be at least 5 institutional shareholders

Creating a hypothetical portfolio by investing in all of the stocks that pass the Neff screen every month and selling them at the end of the month would have resulted in a cumulative gain of 571.4%, or a 29.6% annual rate of return.

Table 2 lists the 14 companies passing the Neff screen at the end of April. This number is just below the average passing figure of 18 over the last seven years. As many as 36 companies have passed the Neff screen, while we witnessed only four companies passing one month. The greatest number of companies passed at the start of the bear market in 2000, while only four companies passed in March 2002, another weak period for the market.

 

Figure 2.
Performance of
Growth Versus
Value Strategies
CLICK ON IMAGE TO
SEE FULL SIZE.

Figures 2 and 3 highlight the performance of value strategies versus growth approaches and large-cap stocks versus small-cap stocks. Table 1 comfirms that the Neff strategy tends to turn up well-priced stocks—the price-earnings ratios and price-to-sales ratios are well below the market norm. Figure 2 highlights how growth strategies outperformed value strategies for the first few years of our study and until the bear market started in 2000.

 

Figure 3.
Performance of Strategies
Categorized by Size
CLICK ON IMAGE TO
SEE FULL SIZE.

Figure 3 illustrates how different-sized companies performed in different years. Mid-cap strategies have outpaced other strategies, but not until the start of the 2000 bear market. Figures 2 and 3 help to explain the type of market environment in which these strategies dominated.

The companies currently passing the Neff screen are surprisingly varied and include a couple of airlines, a natural resource company, a few financial firms and even a software company.

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CAN SLIM Approach

Growth strategies want to buy growth, period. Their focus is on companies that have rapidly expanding sales and earnings. The approach tends to be more volatile—prices can move up or down substantially, with small changes in expectations. William O’Neil’s CAN SLIM approach is one of the purest growth strategies that we track and a surprisingly strong performer in weak and strong markets. The screen looks for strong and increasing quarterly earnings growth, strong and stable annual earnings, a limited float (shares available for trading), minimum institutional sponsorship, and strong price strength.

The CAN SLIM approach focuses on companies with proven records of quarterly and annual earnings growth that are still in a stage of earnings acceleration. The primary earnings filter requires increasing earnings per share in each of the last five years. Less than 10% of the companies in Stock Investor have such a strong earnings record.

Price momentum is the other critical CAN SLIM factor. Stocks passing the screen must be trading with a current price within 10% of their 52-week high and must have outperformed 70% of all traded stocks in the last 52 weeks.

Creating a hypothetical portfolio by investing in all of the stocks that pass the CAN SLIM screen every month and selling them at the end of the month would have resulted in a cumulative gain of 749.2%, which translates into a 33.9% annual rate of return.

Table 3 lists the six companies passing CAN SLIM screen at the end of April. The current crop of passing companies includes a couple of banks, a home builder, a few medical-related firms and a software company.

On average 10 companies have passed the CAN SLIM screen, with a maximum of 32 stocks one month and one month without any passing stocks. The greatest number of companies passed the screen during the strong growth market period of the late 1990s, while very few companies passed during 2004, a year with the weakest observed performance for the strategy.

Portfolio Rebalancing

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With annual returns of 29.6% and 33.9% many investors may be tempted to blindly follow these strategies. Unfortunately, the logistics of buying anywhere from zero to 36 stocks each month and then selling them at the end of the month and starting all over the next month is not practical.

Quarterly and semiannual holding periods were examined for this article to see how longer holding periods and less frequent screening would impact performance.

One would expect that the momentum-oriented CAN SLIM strategy would suffer more from less frequent screening than the value-oriented Neff strategy. Normally over half the stocks passing the CAN SLIM screen don’t pass the screen the next month, while the figure is around a third for the Neff approach.

 

Figure 4.
Comparing CAN SLIM
Performance With
Different Rebalancing Periods
CLICK ON IMAGE TO
SEE FULL SIZE.

However, our observations reveal a different outcome over the last seven years (Figure 4). The monthly CAN SLIM screen had strong performance through bull and bear markets until 2004, when only a few stocks had the combination of long-term earnings strength and short-term price and earnings momentum required to pass the CAN SLIM screen. The quarterly CAN SLIM portfolio did not show as strong an upward gain as the CAN SLIM rebalanced monthly, but it managed to avoid holding the stocks that hurt the CAN SLIM approach in early 2004. Avoiding monthly losses of 14.0% in February 2004 and 4.4% in March 2004, coupled with being invested in the market in the second quarter of 2004 (while the monthly CAN SLIM sat out one month) helped the quarterly CAN SLIM catch up with the monthly CAN SLIM. In the end, the monthly CAN SLIM portfolio gained 749.2%, or 33.9% annually, while the quarterly CAN SLIM gained 727.9%, or 33.4% annually.

The semiannual CAN SLIM strategy turned in impressive 482.0% total gain, which translates into a strong 27.1% annual gain. While not as good as the monthly or quarterly constructed portfolios, a 27.1% annual rate of return is still extremely high and easily beats any benchmark for the period (Table 4).

 

Figure 5.
Comparing Neff
Performance With Different
Rebalancing Periods
CLICK ON IMAGE TO
SEE FULL SIZE.

The Neff strategy resulted in a 571.4% cumulative return, or a 29.6% annual gain, when using monthly screening and rebalancing (Figure 5). Screening and rebalancing on a quarterly basis resulted in a cumulative gain of 364.9%, which translates into an annual 23.3% gain. Looking at the holdings during periods of divergence, such as in 1999, indicates that much of the difference can be attributed to holding losing positions longer with the quarterly and semiannual rebalancing, which allowed the losses to impact the overall performance more dramatically—reinforcing the maxim that investors should let their winnings run, but quickly cut their losses. One would have expected this situation to have impacted the growth-oriented CAN SLIM approach even more dramatically, but the luck of the draw did not hurt the quarterly CAN SLIM approach.

The Neff strategy rebalanced semiannually still managed to show an index-beating 212.1% cumulative return, which translates into a 16.8% annual return. In contrast, the S&P 500 gained a cumulative 19.2%, or 2.4% annually, over the same time period, while the S&P SmallCap 600 index gained a cumulative 67.3%, or 7.3% annually (Table 4).

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In looking at the results, it is important to remember that our observations over the last seven years may not hold true in the future. The results are based upon portfolios of zero to 36 stocks where one stock could make a dramatic difference. Throughout 2004, the CAN SLIM approach held 10 or less stocks at any single point in time.

However, these screens have shown a knack for identifying stocks worthy of consideration. Moving to less frequent portfolio construction and rebalancing may reduce the observed portfolio gains, but the resulting portfolios were still market-beating strategies. When coupled with an additional trading strategy of cutting losses quickly, quarterly or semiannual rebalancing is a more practical approach for most investors.

John Bajkowski is president of AAII.


Discussion

This is an interesting and potentially relevant article, but appears to have been published 6 years ago. Has there been a continuation of this study over the intervening years? It would be very interesting to see how less-frequent trading would have fared over 2008 and 2009. Some studies I've done looking at decreased trading frequency over that period give significantly differing results depending on the choice of start dates for the trading cycle. Anyone have further insight?

posted about 1 year ago by Hamilton from New Jersey

Thanks for a useful article. I do follow the screens and use them in my investments, but rebalance semi-annually. In addition to the practical considerations mentioned in your article, most smaller stocks that are identified by many of the screens have a significant spread between bid and ask prices. I would be interested in re-running the analysis in the article with a realistic spread simulated, plus a small commission, as a penalty for each trade. I suspect that less frequent trades would come out ahead of the monthly trades under such a more realistic scenario.

posted about 1 year ago by Mark from Maryland

The AAII stock screens are a good starting point for a disciplined approach to stock investing. The biggest problem that I have with them is that they are about 90% fundamentals based with little or no technical analysis ( price and volume chart analysis ). Technical analysis is a significant part of the CANSLIM approach. By omitting technical analysis, the AAII CANSLIM stock screen is not really a very accurate CANSLIM stock screen.

It is interesting how a quarterly holding v.s. a monthly holding period made little difference in the performance of the AAII stock screens. But I do not know why the author thinks buying and selling every month is so impractical.

posted about 1 year ago by James from Oregon

I thought Hamilton from New Jersey had a good point so I used Stock Investor Pro and ran semiannual screens from 1/6/2006 to 1/7/2011 using the Neff screen. During each 6 month period I compared gain or loss of the S&P 500 (actually I used the closing price of SPY) to the average gain or loss for all stocks that passed the NEFF screen 6 months prior. The results are pretty interesting. (I wish I could upload the graph.) Sometimes the NEFF stocks did better on average, sometimes they did worse. Starting in 2006 if I compared the cumulative results of the Neff portfolio with S&P 500, they were as follows: (dates shown are the data extract dates used)

7/10/2006: S&P -1%, NEFF -11%
1/5/2007: S&P +10%, NEFF -7%
7/6/2007: S&P +19%, NEFF +20%
1/4/2008: S&P +10%, NEFF -11%
7/4/2008: S&P -1%, NEFF -21%
1/2/2009: S&P -30%, NEFF -31%
7/3/2009: S&P -30%, NEFF -16%
1/1/2010: S&P -13%, NEFF + 11%
7/2/2010: S&P -20%, NEFF +2%
1/7/2011: S&P -1%, NEFF +25%

Note, these are not the month-to-month results; rather they are the cumulative results at the end of each 6 month period for a portfolio that stays invested in the S&P compared to a portfolio of stocks that is essentially liquidated every 6 months and replaced by the new stocks that pass the NEFF screen. An equal investment is made in each stock passing the NEFF screen. At the end of 2011 the NEFF portfolio did beat the S&P by 25% (not very impressive), but in the down period of the market the S&P portfolio did not drop as quickly as the NEFF. It is almost as though the NEFF portfolio was a leading indicator what would happen in the S&P.

posted about 1 year ago by Craig from California

I am surpised to read the Can Slim passing companies: QSII BABY LIFE and so on whereas the passing companies as posted in the AAII site still read MWIV and SMBC. How can I obtain the current names from the main site as well?. Thanks. Paolo Sessa. plsessa7@googlemail.com

posted about 1 year ago by Paolo from Illinois

We update the passing company lists on or around the 15th of each month. Since the 15th was on a weekend this month, we will be updating the passing company lists later today.

posted about 1 year ago by Wayne from Illinois

I have read articles on the screens many times but seems like you always leave out some critical details on rebalancing.

For example you say rebalance quarterly or monthly, but Stock Investor Pro provides changes in the screens every week, while your list of passing companies is printed in the middle of the month. So how about these questions. When you publish a list of passing companies in the middle of the month, when are those companies first passing and being added to your analysis? Show a specific example. An example might say, Company xyz passed the screen on September 25th and entered our rebalanced portfolio on October 1st, and then we published it to the list of passing companies on October 15. Something like that would help us understand how and when you are actually measuring performance and how we might use the weekly updates from Stock Investor Pro to approximate the methods and results you talk about when using the screens. I stopped using Stock Investor Pro because I could never seem to get a clear answer on how it is used in the material you publish about the results of the screens.

posted about 1 year ago by William from Illinois

In the same vein as a couple of the above comments here, do I understand that the AAII reported screen results are based on purchases and sales made at the closing price on the last day of the month?

That can't be right but if so the reported results are really not very meaningful as they are not reproducible in real life. If the selections are published on the 15th of the month, no-one is able to purchase at the prior month-end valuation. (Would be nice if we could).

I would like to see results reported based on purchases and sales made at the closing prices on the day following the publication of the stock selections. That would at least come close to simulating, before trading frictions, what your subscribers could hope to emulate.

posted about 1 year ago by Paul from Illinois

In the same vein as a couple of the above comments here, do I understand that the AAII reported screen results are based on purchases and sales made at the closing price on the last day of the month?

That can't be right but if so the reported results are really not very meaningful as they are not reproducible in real life. If the selections are published on the 15th of the month, no-one is able to purchase at the prior month-end valuation. (Would be nice if we could).

I would like to see results reported based on purchases and sales made at the closing prices on the day following the publication of the stock selections. That would at least come close to simulating, before trading frictions, what your subscribers could hope to emulate.

posted about 1 year ago by Paul from Illinois

Paul - your question is exactly along the lines of what I'm thinking. Did you ever get a response?

posted about 1 year ago by R from Texas

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