On one level, modern portfolio theory relies on a complex mathematical model involving calculations for asset weighting, expected returns, risks, capital asset pricing and return variance. On another, it reflects a simple premise, which is that if two portfolios offer the same return, but one carries more risk, investors should prefer the less risky one. Two maxims follow: that increased risk must be rewarded by higher returns, and that any one asset should be seen not for its own risk and reward trade-off, but for how it affects the risk and reward balance of the overall portfolio.
The theory was first conceived in 1952 by the economist Harry Markowitz, who won a Nobel Prize for his work in the field. What is less well known is how its author invested his own cash. Instead of following his method, Markowitz chose to minimise his future regret at large possible stock market losses by splitting his savings equally between bonds and stocks.
As Brian Christian and Tom Griffiths note in Algorithms to Live By, the story could be presented as the Nobel Prize winner’s irrational adoption of a mental shortcut. Instead, Christian and Griffiths write that “it’s precisely because of the complexity of real life that a simple heuristic might in fact be the rational solution”.
Every stock screen is a heuristic. Whittling down a stock market’s myriad choices is a simple strategy to help investors identify companies that meet their criteria.
The problem is that this isn’t always a smart route to a diversified equity portfolio. A screen for ‘value’ stocks, for example, might identify a range of firms of different sizes and in different sectors. But those same results might all be equally highly exposed to a recession, which is why they were all cheap to begin with.
By using multiple screens at the same time, we can try to spread risk and factor concentration. That is one way to think about our Screen for All Seasons, now entering its seventh year, which casts six variously shaped nets over the premium and junior UK markets in a bid to upgrade our heuristic.
Screen | Name | TIDM | Total Rtn (25 Apr 2022 - 22 Mar 2023) |
GRT EXP | Northbridge Industrial | NBI | 103.6 |
GRT EXP | H&T | HAT | 30.1 |
GRT EXP | Indivior | INDV | -13.1 |
GRT EXP | Alpha FX | AFX | -14.9 |
GRT EXP | Drax | DRX | -21.3 |
GRT EXP | Gresham House | GHE | -22.6 |
GRT EXP | Ebiquity | EBQ | -25.7 |
GRT EXP | Next Fifteen Communications | NFC | -29.3 |
GRT EXP | Cambdge Cognition | COG | -31.4 |
GRT EXP | Digitalbox | DBOX | -33.3 |
GRT EXP | - | - | -5.81 |
BIG REL | Compass | CPG | 20.2 |
BIG REL | SDI | SDI | 14.6 |
BIG REL | RELX | REL | 10.6 |
BIG REL | Astrazeneca | AZN | 9.6 |
BIG REL | National Grid | NG. | -7.1 |
BIG REL | Team 17 | TM17 | -8.4 |
BIG REL | Cranswick | CWK | -13.6 |
BIG REL | Macfarlane | MACF | -13.7 |
BIG REL | Glaxosmithkline | GSK | -14.9 |
BIG REL | Hilton Food | HFG | -40.9 |
BIG REL | - | - | -4.35 |
NEFF | ContourGlobal | GLO | 37.6 |
NEFF | Dunelm | DNLM | 24.3 |
NEFF | Ashtead | AHT | 17.9 |
NEFF | Antofagasta | ANTO | 7.1 |
NEFF | Man | EMG | 3.4 |
NEFF | Gateley | GTLY | -12.2 |
NEFF | Anglo American | AAL | -14.3 |
NEFF | Computacenter | CCC | -26.1 |
NEFF | Safestore | SAFE | -27.5 |
NEFF | Segro | SGRO | -45.0 |
NEFF | - | - | -3.47 |
SAFE YLD | ME Group | MEGP | 97.5 |
SAFE YLD | Devro | DVO | 64.7 |
SAFE YLD | Moneysupermarket.com | MONY | 43.9 |
SAFE YLD | ContourGlobal | GLO | 37.6 |
SAFE YLD | Bae Systems | BA. | 32.5 |
SAFE YLD | Record | REC | 27.8 |
SAFE YLD | Pets At Home | PETS | 23.1 |
SAFE YLD | Keller | KLR | -16.5 |
SAFE YLD | Pan African Resources | PAF | -21.2 |
SAFE YLD | Watkin Jones | WJG | -62.8 |
SAFE YLD | - | - | 22.68 |
EV/SALES | TP ICAP | TCAP | 34.9 |
EV/SALES | Abrdn China Investment | ACIC | 4.0 |
EV/SALES | Caledonian Trust | CNN | 1.7 |
EV/SALES | Taylor Wimpey | TW. | -4.6 |
EV/SALES | Crest Nicholson | CRST | -12.3 |
EV/SALES | Vistry | VTY | -12.3 |
EV/SALES | Bellway | BWY | -12.4 |
EV/SALES | Numis | NUM | -18.1 |
EV/SALES | Quilter | QLT | -34.1 |
EV/SALES | Gem Diamonds | GEMD | -56.8 |
EV/SALES | - | - | -10.99 |
CAPE | ME Group | MEGP | 97.5 |
CAPE | Kingfisher | KGF | 11.6 |
CAPE | Vistry | VTY | -12.3 |
CAPE | Paypoint | PAY | -15.0 |
CAPE | Numis | NUM | -18.1 |
CAPE | BT | BT.A | -20.9 |
CAPE | Halfords | HFD | -21.7 |
CAPE | Ninety One | N91 | -23.8 |
CAPE | International Distribution Services | IDS | -31.4 |
CAPE | Currys | CURY | -34.7 |
CAPE | - | - | -6.88 |
FTSE All Share | - | 3.6 | |
FTSE Aim All Share | - | -21.1 | |
FTSE All Share/Aim | - | -8.7 | |
Screen For All Seasons | - | -1.47 | |
Source: Refinitiv Eikon Datastream. |
In aggregate, last year’s 60 stock selections delivered a 1.5 per cent negative total return. While nothing special, it marked the fourth year in succession in which the screen has beaten its benchmark, which is a split of the FTSE All-Share and Aim All-Share. Another poor outing for the junior index dragged down the negative total return of the combined indices to 8.7 per cent.
This takes the screen of screen’s total return to 40.5 per cent in the six years it’s been live. Though well ahead of its benchmark’s cumulative 8 per cent return, I’m minded to ignore that delta given Aim’s consistently dilutive effect on the latter’s performance. A better proxy for UK equity performance, the standalone FTSE All-Share, is up a more respectable 24.7 per cent in the period.
While the screens in these pages are intended as a source for further research rather than off-the-shelf portfolios, any real-world attempt to replicate the Screen for All Seasons’ methodology is likely to have stuck more closely to market returns. Indeed, by incorporating a chunky 1.5 per cent annual dealing charge to reflect the portfolio’s numerous and sometimes illiquid holdings, its six-year return drops to 28.3 per cent.
Each of the six screens uses a ranking system to create a selection of 10 stocks. When there are not 10 stocks that meet a screen’s full criteria, a weakened version of the test is employed, and details of any tests failed are given in the accompanying table of stock picks. Full details of the criteria of each screen can be found below along with the ranking methodology. All screens are conducted on all the constituents of the FTSE 350, FTSE All Small and FTSE Aim All-Share, although several screens have tests to remove companies below a certain size.
The screens
The stocks
An abridged version of this year’s 60 stocks is included in the table below. Lots more fundamental data and forecasts can be found in the downloadable excel version of the table here:
SCREEN | TEST FAILED | Name | TIDM | Mkt Cap | Net Cash / Debt(-)* | Price | Fwd PE (+12mths) | Fwd DY (+12mths) | FCF yld (+12mths) | EV/Sales | CAPE | PEG | ROCE | Fwd EPS grth NTM | Fwd EPS grth STM | 3-mth Mom | 12-mth Fwd EPS change% |
GRT EXP | / | Best of the Best plc | BOTB | £49mn | £5mn | 580p | 10 | 1.2% | - | 1.6 | 19.7 | - | - | 11% | 9% | 41.5% | 35.5% |
GRT EXP | / | M&C Saatchi plc | SAA | £229mn | -£15mn | 188p | 10 | 1.8% | 9.9% | 0.5 | - | 0.5 | 20.8% | 26% | 14% | 27.0% | 62.5% |
GRT EXP | / | Senior plc | SNR | £634mn | -£179mn | 151p | 21 | 1.4% | - | 1.0 | 24.5 | 0.8 | 5.0% | 50% | 41% | 19.1% | 82.1% |
GRT EXP | / | Rolls-Royce Holdings plc | RR | £12,486mn | -£3,196mn | 149p | 28 | 0.2% | 5.7% | 1.2 | - | 0.3 | 96.9% | 107% | 44% | 63.8% | 19.3% |
GRT EXP | / | Franchise Brands plc | FRAN | £305mn | £5mn | 234p | 25 | 1.0% | 3.7% | 2.9 | 88.4 | 3.1 | 13.8% | 11% | 9% | 22.2% | 30.9% |
GRT EXP | / | Informa Plc | INF | £9,720mn | -£85mn | 693p | 18 | 2.1% | 6.6% | 4.6 | 133.4 | - | 2.6% | 35% | 20% | 12.9% | 55.5% |
GRT EXP | / | Flutter Entertainment Plc | FLTR | £24,872mn | -£3,754mn | 14,120p | 33 | 0.4% | 3.2% | 3.8 | 137.7 | - | 0.8% | 82% | 44% | 22.3% | 18.2% |
GRT EXP | / | InterContinental Hotels Group PLC | IHG | £9,339mn | -£1,535mn | 5,332p | 19 | 2.4% | 5.1% | 3.6 | 34.1 | 1.8 | 48.8% | 18% | 14% | 12.1% | 40.4% |
GRT EXP | / | Coca-Cola HBC AG | CCH | £8,049mn | -£1,453mn | 2,194p | 14 | 3.4% | - | 1.2 | 24.2 | - | 12.4% | 37% | 12% | 12.5% | 33.7% |
GRT EXP | / | Melrose Industries PLC | MRO | £6,250mn | -£1,507mn | 154p | 14 | 2.1% | 3.4% | 1.1 | - | - | -3.1% | 41% | 33% | 18.4% | 19.5% |
BIG REL | /5y EPS Grth/ | AstraZeneca PLC | AZN | £170,110mn | -£18,977mn | 10,976p | 18 | 2.3% | 4.4% | 5.3 | 84.3 | 3.1 | 7.7% | 11% | 18% | -2.9% | 17.9% |
BIG REL | /5y EPS Grth/ | GSK plc | GSK | £58,893mn | -£13,110mn | 1,438p | 10 | 4.0% | 9.2% | 2.4 | 10.6 | 0.2 | 18.9% | 27% | 7% | -1.1% | 23.1% |
BIG REL | /5y EPS Grth/ | RELX PLC | REL | £49,649mn | -£6,396mn | 2,605p | 23 | 2.2% | 4.5% | 6.6 | 40.0 | 2.8 | 23.8% | 10% | 10% | 12.9% | 13.2% |
BIG REL | /5y EPS Grth/ | Compass Group PLC | CPG | £35,073mn | -£2,894mn | 2,008p | 22 | 2.3% | 3.8% | 1.5 | 40.3 | 1.3 | 14.5% | 24% | 13% | 3.8% | 39.6% |
BIG REL | /5y EPS Grth/ | CRH public limited company | CRH | £30,704mn | -£4,172mn | 4,129p | 13 | 2.7% | 8.1% | 1.4 | 28.5 | 1.0 | 12.5% | 10% | 12% | 26.1% | 29.3% |
BIG REL | /5y EPS Grth/ | BAE Systems plc | BA | £29,257mn | -£3,499mn | 958p | 16 | 3.1% | 5.1% | 1.6 | 28.4 | 3.0 | 12.5% | 7% | 9% | 11.2% | 17.9% |
BIG REL | /5y EPS Grth/ | Experian PLC | EXPN | £24,442mn | -£3,418mn | 2,659p | 22 | 1.9% | 4.5% | 5.5 | 46.0 | 3.5 | 18.5% | 8% | 10% | -5.5% | 12.2% |
BIG REL | /5y EPS Grth/ | Antofagasta plc | ANTO | £15,148mn | -£736mn | 1,537p | 25 | 2.5% | 2.4% | 3.9 | 32.1 | 0.6 | 15.2% | 21% | 15% | 0.0% | -28.2% |
BIG REL | /5y EPS Grth/ | Rentokil Initial plc | RTO | £14,117mn | -£3,225mn | 560p | 23 | 1.4% | 3.4% | 3.9 | 50.8 | 3.7 | 5.4% | 10% | 15% | 8.9% | 23.0% |
BIG REL | /5y EPS Grth/ | Burberry Group plc | BRBY | £8,964mn | -£496mn | 2,370p | 19 | 2.6% | 5.9% | 3.3 | 33.1 | 1.3 | 17.3% | 9% | 10% | 17.4% | 25.1% |
NEFF | / | Macfarlane Group PLC | MACF | £165mn | -£38mn | 105p | 9 | 3.5% | 12.9% | 0.7 | 18.3 | 0.9 | 14.9% | 15% | 4% | -1.4% | 4.0% |
NEFF | / | Renew Holdings plc | RNWH | £533mn | £6mn | 673p | 11 | 2.8% | 7.1% | 0.6 | 30.3 | 1.5 | 29.6% | 9% | 1% | -5.2% | 8.2% |
NEFF | / | Watches of Switzerland Group PLC | WOSG | £1,816mn | -£428mn | 758p | 13 | - | 9.5% | 1.6 | 88.0 | 0.8 | 19.4% | 11% | 14% | -7.4% | 12.4% |
NEFF | / | QinetiQ Group plc | £1,926mn | £197mn | 333p | 12 | 2.5% | 6.2% | 1.2 | 24.7 | 0.6 | 11.8% | 12% | 8% | -9.0% | 18.9% | |
NEFF | / | Record plc | REC | £166mn | £17mn | 83p | 14 | 5.5% | - | 3.6 | 28.3 | 0.7 | 39.1% | -2% | 17% | -11.5% | 19.6% |
NEFF | / | iEnergizer Limited | IBPO | £668mn | -£81mn | 352p | 9 | 7.9% | - | 3.3 | 29.2 | 1.1 | 42.5% | 18% | 15% | -16.3% | - |
NEFF | /HY EPS grth/ | Kitwave Group PLC | KITW | £186mn | -£44mn | 265p | 10 | 4.2% | - | 0.5 | 61.2 | 0.8 | 18.2% | 18% | 4% | 38.0% | 60.9% |
NEFF | /Av FY2 Fwd EPS growth > 7.5% | Breedon Group PLC | BREE | £1,225mn | -£198mn | 72p | 12 | 3.2% | 7.0% | 1.0 | 21.3 | - | 11.3% | -5% | 7% | 17.4% | -2.5% |
NEFF | /HY EPS grth/ | Ashtead Group plc | AHT | £22,389mn | -£7,163mn | 5,104p | 15 | 1.7% | 1.8% | 3.9 | 42.5 | 1.0 | 16.7% | 14% | 11% | 8.0% | 32.4% |
NEFF | /HY EPS grth/ | Severfield Plc | SFR | £191mn | -£25mn | 62p | 7 | 5.8% | - | 0.5 | 23.4 | 1.1 | 9.6% | 4% | 6% | 3.0% | 1.7% |
SAFE YLD | / | iEnergizer Limited | IBPO | £668mn | -£81mn | 352p | 9 | 7.9% | - | 3.3 | 29.2 | 1.1 | 42.5% | 18% | 15% | -16.3% | - |
SAFE YLD | / | Telecom Plus PLC | TEP | £1,525mn | -£20mn | 1,920p | 18 | 4.8% | 3.6% | 1.3 | 46.7 | 1.0 | 16.2% | 12% | 17% | -13.3% | 57.7% |
SAFE YLD | / | Pan African Resources PLC | PAF | £336mn | -£42mn | 15p | 4 | 5.8% | 1.3% | 1.2 | 13.7 | 2.6 | 30.2% | 2% | 9% | -9.5% | -19.9% |
SAFE YLD | /Div grth/ | Imperial Brands PLC | IMB | £17,775mn | -£8,405mn | 1,920p | 6 | 7.9% | - | 1.6 | 12.7 | 1.0 | 21.2% | 10% | 8% | -8.2% | 21.7% |
SAFE YLD | /Div grth/ | GSK plc | GSK | £58,893mn | -£13,110mn | 1,438p | 10 | 4.0% | 9.2% | 2.4 | 10.6 | 0.2 | 18.9% | 27% | 7% | -1.1% | 23.1% |
SAFE YLD | /Div grth/ | Foresight Group Holdings Ltd. | FSG | £477mn | £19mn | 410p | 11 | 5.4% | 11.0% | 4.4 | 22.0 | 0.4 | 42.3% | 9% | 14% | -9.3% | 32.3% |
SAFE YLD | /Beta/ | Moneysupermarket.com Group plc | MONY | £1,305mn | -£27mn | 243p | 16 | 5.0% | 7.1% | 3.5 | 19.5 | 2.3 | 32.6% | 6% | 13% | 27.5% | 12.8% |
SAFE YLD | /Beta/ | IG Group Holdings plc | IGG | £2,913mn | £689mn | 707p | 7 | 6.7% | 34.2% | 2.2 | 12.4 | 3.4 | 27.0% | 2% | 6% | -10.1% | 7.6% |
SAFE YLD | /EPS grth/ | M.P. Evans Group PLC | MPE | £455mn | £28mn | 842p | 10 | 5.1% | 8.6% | 1.7 | 21.0 | - | 21.1% | -17% | 10% | 4.0% | -9.5% |
SAFE YLD | /Mkt Cap/ | Macfarlane Group PLC | MACF | £165mn | -£38mn | 105p | 9 | 3.5% | 12.9% | 0.7 | 18.3 | 0.9 | 14.9% | 15% | 4% | -1.4% | 4.0% |
EV/SALES | / | Vistry Group PLC | VTY | £2,534mn | £32mn | 733p | 8 | 6.6% | 3.1% | 0.6 | 9.4 | - | 9.5% | -29% | -1% | 18.5% | -36.0% |
EV/SALES | /Fwd sales grth/ | TwentyFour Income Fund Ltd GBP | TFIF | £722mn | £632mn | 101p | - | - | - | 0.2 | 12.7 | - | 5.5% | - | - | 2.1% | - |
EV/SALES | /Sales grth/ | Serica Energy PLC | SQZ | £601mn | £258mn | 220p | 2 | 7.6% | 31.7% | 0.5 | 32.3 | 0.0 | 159.9% | -13% | -14% | -15.1% | -22.1% |
EV/SALES | /Fwd sales grth/ | Harbour Energy Plc | HBR | £2,168mn | -£1,232mn | 260p | 3 | 7.9% | 39.1% | 0.8 | - | - | 70.0% | 368% | 18% | -16.4% | -16.0% |
EV/SALES | /Fwd sales grth/ | Kenmare Resources Plc | KMR | £437mn | £23mn | 461p | 4 | 7.7% | 33.7% | 1.0 | - | - | 21.2% | -22% | -32% | 8.9% | 6.3% |
EV/SALES | /Fwd sales grth/ | Petra Diamonds Limited | PDL | £141mn | -£96mn | 73p | 11 | - | 15.8% | 0.6 | - | - | 19.3% | -40% | 121% | -26.4% | -36.0% |
EV/SALES | /5y Op Marg/ | Severfield Plc | SFR | £191mn | -£25mn | 62p | 7 | 5.8% | - | 0.5 | 23.4 | 1.1 | 9.6% | 4% | 6% | 3.0% | 1.7% |
EV/SALES | /5y Op Marg/ | SThree plc | STEM | £598mn | £32mn | 445p | 11 | 3.7% | 4.8% | 0.3 | 19.6 | 2.5 | 39.3% | 2% | 12% | 11.2% | 20.1% |
EV/SALES | /Fwd sales growth/ | Smurfit Kappa Group Plc | SKG | £7,687mn | -£2,655mn | 2,955p | 10 | 4.4% | - | 0.9 | 23.3 | - | 19.4% | -18% | -1% | -3.3% | 7.3% |
EV/SALES | /5y Op Marg/ | MITIE Group PLC | MTO | £1,126mn | -£85mn | 83p | 10 | 3.1% | 7.6% | 0.3 | 133.5 | - | 19.3% | 13% | 3% | 5.9% | 26.9% |
CAPE | / | Strix Group PLC | KETL | £213mn | -£64mn | 98p | 8 | 6.7% | - | 2.3 | 8.2 | - | 36.5% | 7% | 13% | 14.4% | -25.4% |
CAPE | / | PayPoint plc | PAY | £335mn | -£23mn | 462p | 8 | 9.1% | - | 2.3 | 8.8 | 1.9 | 36.6% | 6% | 3% | -7.3% | 4.9% |
CAPE | / | Ninety One Plc | N91 | £1,127mn | £265mn | 181p | 12 | 6.8% | - | 1.8 | 10.8 | - | 62.3% | -7% | 8% | -3.2% | -19.3% |
CAPE | / | Halfords Group Plc | HFD | £393mn | -£336mn | 180p | 10 | 4.4% | 9.3% | 0.5 | 6.6 | - | 12.3% | -8% | 16% | -8.9% | -45.6% |
CAPE | / | Mondi plc | MNDI | £6,351mn | -£888mn | 1,308p | 11 | 4.6% | - | 1.0 | 10.4 | - | 19.7% | -25% | 4% | -7.6% | -13.5% |
CAPE | / | Lookers plc | LOOK | £316mn | -£68mn | 82p | 7 | 4.2% | - | 0.1 | 9.6 | - | 14.7% | -22% | 10% | 7.6% | 12.4% |
CAPE | / | International Distributions Services plc | IDS | £2,200mn | -£1,392mn | 230p | 30 | 4.0% | -2.5% | 0.3 | 5.1 | - | 9.6% | - | 230% | 10.7% | -87.2% |
CAPE | / | Vertu Motors PLC | VTU | £218mn | -£67mn | 62p | 6 | 3.9% | - | 0.1 | 11.0 | - | 18.3% | 15% | 9% | 20.2% | 35.0% |
CAPE | / | IG Group Holdings plc | IGG | £2,913mn | £689mn | 707p | 7 | 6.7% | 34.2% | 2.2 | 12.4 | 3.4 | 27.0% | 2% | 6% | -10.1% | 7.6% |
CAPE | / | Anglo-Eastern Plantations Plc | AEP | £337mn | £203mn | 851p | - | - | - | 0.6 | 12.8 | - | 28.3% | - | - | 10.5% | - |
Source: FactSet; * FX converted to £; NTM = next twelve months / STM = second twelve month period |