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Stock Screen Review 2017

Which screens smashed it in 2017, and which floundered?
January 9, 2018

As 2018 fires into life, there is one more review of 2017 to undertake before this column gets down to the serious business of screening for new stock ideas. And as it happens, when I do get down to serious business next week, the first screen I am scheduled to run is the star screen from this review; my Great Expectations screen, which has produced a four-fold return over the past seven years.

What's the point?

Reviewing the weekly screens that I monitor in this column has some fanciful aspects. First off, for most investors the main purpose of screening is to generate ideas that can be researched further before making an investment decision. However, to monitor the usefulness of the screens, I treat each one as an equally-weighted portfolio of shares based on all the ideas generated.

What’s more, while this review looks at the screens over several fixed time periods running to 1 January 2018, the actual screen results themselves are arguably only really relevant around the time each screen is conducted. To give an extreme example, if a share makes it into a value-orientated screen at 100p and roars up to 150p over the following week, it probably would not appear in the subsequent screen. Indeed, one big week could have accounted for all the year's gains (possibly more).

And then there is the existential question of what the historic performance of the screens means anyway. The screening column started a few years into the current, long-running bull market and has yet to face any really serious market headwinds, although the Brexit vote did knock a number of screens for six. The prevalent fair-weather conditions, mean I remain cautious about reading much into the near-blanket market outperformance of these screens since inception.

What’s more, the fact most screen are conducted just once a year means the tables presented here would probably not pass much muster with a serious statistician. And as my primary focus is on each screen’s ability to generate good ideas, as long as a screen stays true to its core objective, I am not afraid to tinker with criteria to make improvements or to make a screen more productive when it struggles to come up with a decent number of results. Therefore, not all of the screens are entirely consistent over time, although I’d argue each one is broadly consistent and I try never to tinker just for the fun of it. I think the virtues of being flexible are illustrated by the excellent performance of my Jim Slater/Zulu Principle inspired screen since I amended it to take account of a letter received from the great man himself before he passed away in late 2015. The changes he encouraged making to the screen, and which I duly put into practice, have been followed by a truly stellar run.

One big plus that this review can boast, in my opinion, is that all the screens have been conducted in 'real time', with the ideas behind them based on common-sense attempts to mimic a range of popular and proven investment styles. This contrasts to strategy performance data based on back-testing, which is often found to tell investors far more about what has been successful in the past rather than what will be successful in the future. 

 

It may not be scientific, but…

All in all, the spirit in which to take this review is probably as a rough and ready assessment of whether the screens have been throwing up some potentially useful stock ideas. And while it is interesting to note what strategies have been performing best and worst, the runs they are currently experiencing, whether good or bad, are more likely to be broken than not.

The performance given in the tables (both for the screens and indices) is based on Thomson Datastream total return data, which means it includes dividends paid and reinvested. The screens are compared with the indices from which they select stock ideas. One anomaly to this is the Genuine Growth screen, which selects stocks from the FTSE Aim 100 as well as the FTSE All-Share; the sole index it is currently compared against. I’ll look at using an amended benchmark when I next update this screen.

While my weekly column provides performance numbers for screens adjusted for notional cost associated with a real-world enactment of each screening strategy (these vary from 1 to 2.5 per cent depending on the liquidity of the stocks screened) it has not been possible to factor costs into this review. That means the numbers are an overstatement of any likely real-world returns.

As well as the raw performance numbers relating to the screens, I’ve provided a compound annual rate of return to make comparisons with the indices easier. I’ve also provided numbers for compound annual outperformance or underperformance against the index. All the tables are ordered from best to worst compound annual out- or underperformance.

 

Top of the pops

The out-and-out king of the strategies I regularly follow is my Great Expectations screen. This screen is all rock and roll. It looks for strong earnings upgrades from brokers, coupled with exceptional share price movement. This screen pays no heed to the question of valuation. Intuitively, this feel like a screen suited to a bull market and particularly a bull market powered by purchases of 'safe' assets at any price by central banks, which has had a knock-on effect on valuations of riskier assets while increasing the attractions of 'growth'. Since I first ran my Great Expectations screen six years ago it has produced a knockout 27 per cent compound annual return. What’s more, it’s achieved these returns targeting the largest companies the London market has to offer, selecting shares exclusively from the FTSE 350. Perhaps sometimes elephants do gallop after all. This is the first screen I normally run each year and it will feature in next week's column.

Despite the nature of the current bull market, by no means all of the top-performing strategies from this review are value blind. The John Neff screen, which is the only screen to outperform Great Expectations over the past year, and the High-Yield Small-Caps screen both have a strong focus on valuation. So too does the Cash Magic screen, which ranks second for relative performance since inception. I find it particularly pleasing to see the Cash Magic screen in second spot as it was devised in response to a reader request for a screen incorporating the cash-return-on-capital-invested (CROCI) measure of business quality (suggestions are always happily received).

The other reason the performance is pleasing is because the ideas for the screen are based on the excellent notions for blending measures of value and quality advanced by hedge fund star Joel Greenblatt. Mr Greenblatt’s own Magic Formula screen does not fair so well in the table. That said, the numbers in the table are based on the 30-stock version of his Magic Formula screen. The 10-stock version, which I also monitor, has actually produced far stronger results, returning 228 per cent since inception almost seven years ago compared with 139 per cent from the 30 stocks. That said, with increased portfolio concentration has come increased volatility.

Down at the bottom of the list for relative returns since inception is the Late Bloomers screen, which has only managed to keep pace with the FTSE All-Share. What’s more, as already mentioned, the numbers in this review ignore costs, so anyone who followed the strategy wholesale in the real world would have underperformed. The Late Bloomers screen is based on looking for companies valued at a low multiple of sales with the potential for, and signs of, margin recovery. I plan to try to soup this one up a bit at the time of its next outing, although keeping very much with the screen’s current spirit.

 

Performance since inception

ScreenIndexLast UpdateInception DateYears since inceptionTR since inceptionIndex TR since inceptionCAGRIndex CAGRCompound Annual Out/Underperformance
Great ExpectationsFTSE 35010/01/1719/12/116.0yrs315%88%27%11%14%
Cash Magic - Top 30FTSE All Share06/06/1707/05/134.7yrs159%44%23%8.2%13%
John NeffFTSE All Share16/02/1730/01/125.9yrs266%79%25%10%13%
High Yield Small CapsFTSE Small Cap/Aim29/11/1720/11/125.1yrs223%87%26%13%11%
High Quality Large CapFTSE All Share26/09/1711/08/116.4yrs269%97%23%11%10%
Contrarian PSRFTSE All Share26/07/1727/07/116.4yrs215%74%19%9.0%10%
High-Yield, Low-RiskFTSE All Share19/04/1728/03/116.8yrs222%75%19%8.6%9.4%
Jim Slater - PEGFTSE Small Cap/Aim13/07/1718/06/134.5yrs147%64%22%11%9.4%
O'Shaughnessy GrowthFTSE All Share08/03/1713/02/125.9yrs181%71%19%10%8.8%
Bests of BritishFTSE 35018/10/1713/10/116.2yrs207%83%20%10%8.6%
Monsters of MomentumFTSE All Share14/11/1704/11/107.2yrs208%79%17%8.5%7.8%
High Quality Small CapsFTSE Small Cap/Aim09/08/1706/08/125.4yrs191%94%22%13%7.8%
Strategy ScreenFTSE All Share14/03/1726/02/134.8yrs118%52%17%9.0%7.7%
Have-it-all sharesFTSE All Share18/01/1708/12/116.1yrs185%86%19%11%7.3%
Small Cap Special SitsFTSE Small Cap/Aim26/04/1708/04/134.7yrs130%68%19%12%6.8%
Safe YieldsFTSE All Share20/07/1712/07/116.5yrs161%74%16%8.9%6.5%
Genuine GrowthFTSE All Share23/11/1712/11/125.1yrs124%68%17%11%5.7%
Genuine Value Small CapsFTSE Small Cap/Aim31/05/1720/05/134.6yrs103%61%17%11%5.2%
Genuine ValueFTSE All Share04/04/1705/03/134.8yrs86%48%14%8.5%4.8%
Overlook and Outperforming Inv TrstsFTSE All Share10/10/1703/10/143.2yrs57%36%15%10%4.6%
Greenblatt Magic Formula - Top 30FTSE All Share21/02/1725/01/116.9yrs136%76%13%8.5%4.3%
Peter LynchFTSE All Share03/05/1716/04/125.7yrs122%76%15%10%4.2%
DremanFTSE All Share25/05/1729/04/134.7yrs74%46%13%8.5%3.8%
F-Score ValueFTSE All Share/Small Cap/Aim05/09/1727/08/143.4yrs54%38%14%10%3.5%
O'Shaughnessy ValueFTSE 35001/03/1714/02/116.9yrs108%70%11%8.0%2.9%
FCF yieldFTSE All Share04/10/1716/09/134.3yrs57%39%11%8.0%2.9%
Inflation BeatersFTSE 350  07/02/1726/01/125.9yrs103%73%13%10%2.7%
Big Reliable sharesFTSE 35005/07/1716/05/116.6yrs94%72%11%8.5%1.9%
Cheap Small CapsFTSE Small Cap/Aim11/04/1719/03/134.8yrs79%64%13%11%1.8%
PiotroskiFTSE All Share24/01/1706/01/126.0yrs95%77%12%10%1.7%
Late BloomersFTSE All Share09/05/1708/05/143.7yrs29%29%7.2%7.2%0.0%
Average------17%10%7%

 

5-year performance

ScreenIndex5yr TR5yr Index5yr CAGRIndex 5yr CAGRCompound Annual Out/Underperformance
Great ExpectationsFTSE 350220%62%26%10%15%
John NeffFTSE All Share190%63%24%10%12%
High-Yield Small-CapsFTSE Small Cap/Aim211%78%25%12%12%
High-Quality Large-CapsFTSE All Share158%63%21%10%10%
Bests of BritishFTSE 350150%61%20%10%9.2%
High-Yield, Low-RiskFTSE All Share150%63%20%10%9.0%
O'Shaughnessy GrowthFTSE All Share144%63%20%10%8.4%
Monsters of MomentumFTSE All Share144%63%20%10%8.4%
Safe YieldsFTSE All Share127%63%18%10%6.9%
High-Quality Small-CapsFTSE Small Cap/Aim148%78%20%12%6.8%
Have-it-all sharesFTSE All Share113%63%16%10%5.5%
Peter LynchFTSE All Share111%63%16%10%5.3%
Genuine GrowthFTSE All Share108%63%16%10%5.0%
Contrarian PSRFTSE All Share104%63%15%10%4.6%
O'Shaughnessy ValueFTSE 35098%62%15%10%4.0%
Greenblatt Magic Formula - Top 30FTSE All Share90%63%14%10%3.2%
Big Reliable sharesFTSE 35073%62%12%10%1.3%
PiotroskiFTSE All Share72%63%12%10%1.2%
Inflation BeatersFTSE 350  65%62%11%10%0.4%
Average-130%64%18%10%7%

 

3-year performance

ScreenIndex3yr TR3yr IndexCAGRIndex CAGRCompound Annual Out/Underperformance
Jim Slater - PEGFTSE Small Cap/Aim115%50%29%14%13%
Great ExpectationsFTSE 35081%33%22%10%11%
Cash Magic - Top 30FTSE All Share80%33%22%10%11%
High-Yield Small-CapsFTSE Small Cap/Aim94%51%25%15%8.8%
Bests of BritishFTSE 35067%32%19%10%8.2%
High-Quality Large-CapFTSE All Share67%33%19%10%7.8%
John NeffFTSE All Share61%33%17%10%6.5%
F-Score ValueFTSE All Share/Small Cap/Aim62%45%18%13%3.9%
Peter LynchFTSE All Share49%33%14%10%3.7%
O'Shaughnessy ValueFTSE 35048%33%14%10%3.6%
High-Yield, Low-RiskFTSE All Share46%33%14%10%3.2%
Strategy ScreenFTSE All Share46%33%14%10%3.1%
Greenblatt Magic Formula - Top 30FTSE All Share43%33%13%10%2.3%
Overlook and Outperforming Investment TrustsFTSE All Share42%33%12%10%2.2%
High-Quality Small-CapsFTSE Small Cap/Aim59%51%17%15%1.8%
Safe YieldsFTSE All Share39%33%12%10%1.5%
Genuine Value Small-CapsFTSE Small Cap/Aim58%51%16%15%1.4%
Genuine GrowthFTSE All Share37%33%11%10%0.9%
Late BloomersFTSE All Share36%32%11%10%0.8%
Monsters of MomentumFTSE All Share37%33%11%10%0.8%
FCF yieldFTSE All Share35%33%11%10%0.5%
O'Shaughnessy GrowthFTSE All Share35%33%11%10%0.4%
Inflation BeatersFTSE 350  34%33%10%10%0.3%
Cheap Small-CapsFTSE Small Cap/Aim50%51%14%15%-0.2%
Genuine ValueFTSE All Share29%33%8.9%10%-1.0%
Big Reliable sharesFTSE 35027%33%8.3%10%-1.5%
Have-it-all sharesFTSE All Share26%33%8.1%10%-1.8%
DremanFTSE All Share16%33%5.0%10%-4.6%
Contrarian PSRFTSE All Share14%33%4.5%10%-5.1%
PiotroskiFTSE All Share8.2%32%2.7%10%-6.5%
Small-Cap Special SituationsFTSE Small Cap/Aim16%51%5.1%15%-8.4%
Average-47%37%13%11%2%

 

1-year performance

ScreenIndex1yr TR1yr Index1yr Out/Underperformance
John NeffFTSE All Share41%13%25%
Great ExpectationsFTSE 35040%13%24%
Overlook and Outperforming Investment TrustsFTSE All Share38%13%22%
Big Reliable sharesFTSE 35037%13%21%
Jim Slater - PEGFTSE Small Cap/Aim55%28%21%
High-Quality Large-CapsFTSE All Share36%13%21%
Peter LynchFTSE All Share34%13%19%
High-Yield, Low-RiskFTSE All Share31%13%16%
Monsters of MomentumFTSE All Share27%13%13%
Late BloomersFTSE All Share31%18%11%
Have-it-all sharesFTSE All Share24%13%10%
Genuine ValueFTSE All Share24%13%10%
O'Shaughnessy GrowthFTSE All Share21%13%7.3%
F-Score ValueFTSE All Share/Small Cap/Aim33%25%6.0%
Cash Magic - Top 30FTSE All Share20%13%5.7%
Contrarian PSRFTSE All Share19%13%5.2%
Inflation BeatersFTSE 350  19%13%5.2%
Cheap Small-CapsFTSE Small Cap/Aim27%22%4.4%
DremanFTSE All Share17%13%3.8%
High-Yield Small-CapsFTSE Small Cap/Aim26%21%3.8%
PiotroskiFTSE All Share23%18%3.5%
Greenblatt Magic Formula - Top 30FTSE All Share17%13%3.2%
Safe YieldsFTSE All Share15%13%1.4%
High-Quality Small-CapsFTSE Small Cap/Aim23%21%1.1%
Genuine Value Small-CapsFTSE Small Cap/Aim22%22%0.4%
Bests of BritishFTSE 35016%18%-1.5%
Genuine GrowthFTSE All Share10%13%-3.0%
FCF yieldFTSE All Share7.6%13%-4.9%
O'Shaughnessy ValueFTSE 3506.3%13%-5.8%
Small-Cap Special SituationsFTSE Small Cap/Aim12%22%-7.9%
Strategy ScreenFTSE All Share-1.3%13%-13%
Average-24%16%7%

Source: Thomson Datastream