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Screening Strategies

UK Data
67 strategies sorted by
Richard Beddard's Nifty Thrifty Screen

A combined value screen developed by Richard Beddard, editor of leading UK finance site, Interactive Investor. It selects 30 UK-listed companies (with a market value of more than £500 million), using an approach that assesses three key criteria: i) value, as measured by the earnings yield; ii) profitability, measured by return on capital; and iii) financial strength, as measured by Piotroski’s F-Score. Essentially Piotroski plus the Magic Formula. This screen is not to be confused with the Thrifty Thirty, which is Beddard's own stock picks, as described on the Interactive Investor Blog.   more »

Value Investing
6 Month Return: -4.5%
Piotroski High F-Score Screen

Josef Piotroski came up with a simple nine criteria scoring system to help identify bargain stocks in recovery.  It is known as the F-Score and is used extensively throughout Stockopedia on Stock Reports and in screens as a measure of an improving financial health trend.  But while his now famous original strategy (which we have modelled here) focused on applying the F-Score filter to only the cheapest stocks in the market, other analysts have discovered that the highest F-Scoring companies in the market in aggregate also outperform.   We have filtered the market in this strategy to just highlight the companies showing a Piotroski F-Score of 9. more »

Quality Investing
6 Month Return: -5.3%
Josef Lakonishok Screen

A value and momentum screen focused on finding under-valued, out-of-favor companies just at the point when the market is starting to recognise them. According to Lakonishok, investors have judgmental biases and behavioral weaknesses including the tendency to extrapolate the past too far into the future, to wrongly equate a good company with a good investment irrespective of price, to ignore statistical evidence and to develop a "mindset" about a company. As a result, "value stocks become underpriced and glamour stocks become overpriced relative to their fundamentals".  This screen looks for: At least one of Price-to-book, price-to-cash-flow, price-earnings or price-to-sales ratios more favourable than the industry  6 Month relative strength above zero  3 month relative strength above zero EPS Surprise or a trending revision in the analyst consensus more »

Momentum Investing
6 Month Return: -5.3%
William O'Neil CAN-SLIM-esque screen

This unofficial screen is inspired by the writings of William O'Neil - founder of Investors Business Daily. It uses a 7 pronged formula that finds stocks with fast earnings growth and share price momentum.  Studies by AAII in the USA have proven similar rules to be one of the most successful methods over the last decade. The so called 'CANSLIM' acronym is a registered trademark of Investors Business Daily, and the approach has become famous and well followed. The mnemonic stands for the first letter of each of the following: Current Earnings - current interim earnings strongly accelerating vs the prior year; Annual Earnings - annual earnings increases in recent years; New Highs, New Products, New Management - some kind of catalyst; Supply & Demand - small supply of shares and strong demand for the company's stock; Leaders over Laggards -  choose the best companies in each sector; Institutional Support - but avoid stocks that are over-owned; Market - only buy when the broad market is in a bull phase. more »

Growth Investing
6 Month Return: -5.4%
Charles Kirkpatrick Growth Screen

Kirkpatrick’s Growth Screen combines quantitative filters for relative price strength and relative reported earnings growth, and then involves point & figure chart analysis to determine whether the stock is in an upward trend. Kirkpatrick also looks for growth companies with market capitalizations of at least $1 billion and share prices of at least $10. Kirkpatrick uses point & figure charts to help in the buy and sell decision process. He only buys stocks for his Growth Model when they are in an upward trend, as indicated by two higher highs in a three-point reversal point & figure chart. You can read more here. more »

Growth Investing
6 Month Return: -5.5%
Warren Buffett - Hagstrom Screen

Warren Buffett is the greatest living investor whose investing style was best modelled in the books by Robert Hagstrom.  Buffett's approach is a highly fundamentals-focused one blending both Graham-esque value investing principles and an emphasis on the calibre of the business franchise. In essence, it looks for simple, understandable companies that have a monopoly position and pricing power (for example, through strong brand recognition), so as to ensure consistent profits and a good return on equity, but where there is significant unrecognized value.   Our quantitative model here cannot aim to replicate the qualitative work and understanding that Buffett brings to stock selection, but aims to highlight the kinds of companies showing the longer term fundamental strength and cashflow generation that attracts him. more »

6 Month Return: -5.6%
John Templeton Bargain Screen

John Templeton believed that there were no simple formulae to finding good stocks, with over 100 factors that can be considered at times. However, Templeton did have four criteria which he considered particularly important: i) P/E ratio, ii) Operating profit margins, iii) Liquidating value and iv) Consistency of growth rates. Templeton also looked for any potential catalysts (new markets and products, potential M&A, as well as industry changes). more »

Value Investing
6 Month Return: -5.7%
James O'Shaugnessy's Cornerstone Value

Cornerstone Value is a five criteria large-cap dividend yield-focused value screen outlined in James O'Shaughnessy’s seminal 1996 book What Works on Wall Street. His work showed that a large-caps stock portfolio with above average stock liquidity and cash flow per share which was ranked for high dividend yields performed best over the long term. Accordiing to his work, this value strategy outperformed the market producing an annual compound return of 15% from 1954 to 1996, compared to 8.3% for the S&P 500 Index (his Cornerstone Growth Strategy achieved 18% but with greater volatility). more »

Value Investing
6 Month Return: -5.7%
Jim Slater ZULU Principle Screen

The Zulu Principle is an investment strategy made famous by Jim Slater in the book of the same name. It is a GARP investing style which uses a combination of growth and value, looking for shares where brokers are forecasting high earnings growth, but which are currently valued at a price that is low relative to their forecast earnings. The strategy aims to capture growth companies at a reasonable price by using the PEG Ratio. Slater uses forecast earnings to calculate both PER and the EPS Growth Rate. As Slater puts it: "I have always been attracted to growth shares, particularly those that can be purchased at what I perceive to be a discount to their proper value”.  more »

Growth Investing
6 Month Return: -6.2%
Quality Income Screen

In 2012, the team at Soc Gen introduced their so called ‘SG Quality Income Index’ - an index that aims to track stocks with strong fundamentals and good yields. Many in the market now appreciate that both higher ‘quality’ stocks and higher yielding stocks tend to outperform, but according to the research note, stocks that share both qualities put together standout total returns that have averaged 11.6% per year since 1990, more than doubling the return of the global equity markets at a significantly reduced volatility. But what is more striking is the return of the portfolio from when the market topped in 2000 to 2012 - a sideways market and a genuinely miserable time for all. While the total return of stock markets has actually been negative in that time period, the Quality Income index almost tripled. Read the full article. more »

Income Investing
6 Month Return: -6.3%
Best Dividends Screen

This is loosely based on AAII's Dividend (High Dividend Yield) Screen. As they note, screening for relative high dividend yield is essentially all about buying low and selling high but, to succeed at this strategy, it's important also to identify which which high yielding stocks have the strength to bounce back. The screen looks for a consistent dividend payment and dividend growth track record, as well as   a payout ratio below 2/3rds, a dividend growth CAGR above 3% and a yield above the historical average.. more »

Income Investing
6 Month Return: -6.5%
Beneish M-Score Screen

This is a short-selling strategy based on Professor Beneish's M-Score - this is a mathematical model that uses eight financial ratios from the company's financial statements to assess the degree to which the earnings may have been manipulated. It is similar to the Altman Z-Score, but it is focused on detecting earnings manipulation rather than bankruptcy. The research suggests that a score greater than -1.78 indicates a strong likelihood of a firm being a manipulator. Here is the link to the original Detection of Earnings Manipulation paper as well as the subsequent paper - The Relation between Accruals and Earnings Manipulation. The screen below highlights companies that have had a M-score above the threshold for two years in a row in order to reduce the likelihood that a given year's result is coincidental or a rogue data input error. more »

Short Selling
6 Month Return: -6.8%
Benjamin Graham Defensive Investor Screen

A demanding intrinsic value-based screen designed for less experienced investors which focuses on “important” companies with long histories of profitable operations and strong financial condition. Graham felt defensive investors should confine their holdings to the shares of large, prominent, and conservatively financed companies with long histories of profitable operations. By this, he meant a firm of substantial size and with a leading position in its respective industry. Additionally, Graham sought companies with: 1) Strong financial position (based on the current ratio & debt to working capital). 2) 20 years of uninterrupted dividends 3) No negative earnings in the last 10 years & a 10-year annual earnings growth rate of at least 3% 4) A reasonable price-earnings ratio & a moderately low ratio of price to assets more »

Bargain Stocks
6 Month Return: -6.9%
Free Cash Flow Cows Screen

This screen is inspired by a similar screen devised and backtested here by the Old School Value blog for the US market. It looks for stable, cash rich companies growing their FCF, yet selling at a cheap multiple to FCF. Free cash flow is defined as cash from operations minus capital expenditure. The idea is that FCF is the ultimate driver of intrinsic value - the more FCF a company can generate and reduce debt, the higher the intrinsic value of the company becomes. more »

Bargain Stocks
6 Month Return: -7.2%
Neglected Firms Screen

This screen involves seeking out stocks that are covered by few, if any, financial analysts and attempting to discover sources of value that may have been overlooked by other investors. Neglected firms tend to be small, low-profile companies that have not received much media attention. Areas of the market that attract media attention, public interest or sophisticated institutional followings are more likely to be properly priced than areas that are off the beaten track. more »

Value Investing
6 Month Return: -8.3%
R&D Breakthroughs Screen

This screen seeks to identify research-led businesses that are investing significantly in future development in order to try to identify their potential future growth before the market does.  As Jack Hough notes, "When a company announces a breakthrough drug or a sudden advance in computer-chip technology, its shares often soar right away. Imagine being able to foresee which companies are due for such lucrative discoveries". Specifcially, the screen looks for R&D investment levels that are increasing and which equal at least 5% of annual sales and 5% of total assets. It also looks for Price to R&D ratios that are below 20x. more »

Quality Investing
6 Month Return: -8.7%
Bold Earnings Revisions Screen

This screen seeks to identify stocks that have experienced recent revisions in the earnings estimates. Specifically, it looks for stocks that have seen one analyst revision in the last week/month, to try to see if there is an analyst moving away from the consensus. This follows research that showed "bold" estimates like this have a significant impact on share price performance. Note: that this screen on its own isn't able to only pull back revisions that are "bold" (moving away from the consensus), as opposed to revisions that are "herding" (moving closer to the consensus). This will need to be done by analysing the actual list of companies produced in more detail. more »

Momentum Investing
6 Month Return: -8.9%
Muhlenkamp's ROE Screen

This screen essentially looks for high ROEs at a reasonable price. Ronald Muhlenkamp is a renowned US investor and founder and president of the Muhlenkamp mutual fund. The Muhlenkamp fund averaged a 10.4% annual rate of return over the last 10 years to 2004 while the S&P 500 has returned 8.5%. His approach involves searching for companies with ROEs above the historic average for all companies (c. 14% for US companies since WW2) . In additions, ROEs should have remained stable over the last five years and the Company should be well-priced according to the PE Ratio. The strategy looks for companies with higher earnings growth than that of their industry peers. One should also look at profit and cost control via a factor such as the operating or net profit margin of the firm relative to its industry. The strategy also looks at financial stability, both through liabilities as a ratio to assets and the amount of free cash of the firm. You can read more about Muhlenkamp's investment philosophy here. and here more »

Quality Investing
6 Month Return: -9.3%
Price Momentum Screen

A momentum screen based on buying prior winning stocks and selling short prior losers based on the empirical observation that Investments exhibit persistence in their relative performance. Buying winners inherently conflicts with the contrarian philosophy that is part and parcel of many successful investors. Nevertheless, it has long been noted by traders that good performing investments tend to continue to do so, whereas those that have performed relatively poorly tend to continue on the same path. This screen looks for high relative strength in the last six to twelve months compared with the market (top 25%) - relative strength doesn't work over short timeframes, such as one month. It excludes the most illiquid stocks, i.e. the bottom 25% of stocks based on market capitalisation. You can read more here.  more »

Momentum Investing
6 Month Return: -9.8%
The Screen of Screens

This is a screen that picks the stocks that are appearing most frequently across all the other screens tracked on Stockopedia - be they value, bargain, growth, quality, income or momentum (excluding short screens). By definition, this tends to be a list of relatively defensive stocks because they exhibit good fundamentals across a wide range of investing strategies. This strategy is especially interesting as the stocks on this list will by definition be being looked at by a broad range of investors - value, growth, income, momentum, quant. more »

Quality Investing
6 Month Return: -9.9%
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