Tuesday, 17 March 2015

Technology of Business

investors are only human - but what if you could take emotion out of the equation?
For decades "passive" tracker funds that mirror stock market indexes have been shown to outperform ones actively managed by humans.
And now so-called 'robo investors' - algorithm-based systems that manage investments on our behalf - are soaring in popularity with the public.
A key advantage to automated funds is that they bypass human emotions like fear and greed, which often lead to poor investment decisions.
However, a new wave of tech start-ups say they can redress the balance - by helping fund managers overcome their deepest cognitive biases.
Using big data and behavioural finance techniques, they say they can help you invest more wisely and ethically - as well as outflank the automatons eating your lunch.
Fear and loathing Clare Flynn Levy was a hedge fund manager for 10 years before she set up Essentia Analytics, a forerunner in the space. Its clients include the likes of Man Group, Union Investment and Artemis Fund Managers.
"Fear and greed drive us to do irrational things, but a lot of it is subconscious. We're driven by our wiring to avoid losses, to be afraid of missing out and to follow the herd but it's just what humans do," she says.

Start Quote

Our system can look for outliers in normal trading patterns and flag them up right after the trading activity happens so clients can investigate them”
Taras Chaban Sybenetix chief executive
As a result fund managers often deviate from preset strategies, holding stocks too long, getting out too early when they're winning, or being overconfident and ignoring risks.
Essentia, however, says it can combat such blind spots by monitoring your trading performance, the context in which you made investment decisions, and then correlating the two.
Put simply, you tell the system about your investment plans, price targets, risks you're looking out for - even how many hours' sleep you had last night or whether you woke up in a bad mood.
Algorithms start to recognise your behavioural ticks and alert you.
"It might send you a message to say, 'FYI, here are two stocks you hold that are starting to show the same characteristics that have got you into trouble before, so you might want to have a look,'" says Mrs Levy.
"You make the ultimate decision. It just helps you to stay the course and do what you'd said you would do and not get side-tracked by your own emotions."
Essentia Analytics' software Essentia Analytics' software analyses your investments looking for where emotions are influencing your decisions
Sybenetix, another start-up in the field, says that users of its software can see the cost of a biased decision immediately after they make a trade - and in some cases it's as high as 3% of profits.
However the impact of such technology could go much deeper than profit, having the potential to reduce market speculation in times of boom and bust, or root out misconduct.
"Since the financial crash, all of these investment management companies are being hit by government regulations about conduct and market abuse," says Taras Chaban, chief executive of Sybenetix.
"But our system can look for outliers in normal trading patterns and flag them up right after the trading activity happens so clients can investigate them."
According to Dr Thomas Oberlechner, chief science officer at Immatchative, transparency is key in a system where huge amounts of capital are at stake.
His firm uses financial and behavioural data to match institutional investors with hedge funds that manage money, the idea being to forge a happy and long-lasting partnership.
"It's analogous to online dating. The basic currency of the investment relationship is trust, so making sure early on that you're aligned in terms of your values, goals and risk appetite is vital," says Dr Oberlechner.
Sybenetix screenshot Sybenetix says the cost of a biased decision can be as high as 3% of profits
Speculation mounts Prof Raghavendra Rau, director of the Behavioural Finance programme at Cambridge Judge Business School, is not convinced by the new wave of behavioural tech, however.
He says that systems still can't predict the vagaries of the stock market and he's yet to see a "strategy that consistently makes money".
"A big issue is that they have no way of predicting turning points in markets. Human beings can't do it, and if we can't do it we can't programme it effectively either."
Greg Davies, head of behavioural finance and investment philosophy at Barclays, says that while today's systems show promise, they need to be better tailored.
"An enormous amount depends on the specific objectives, environment and context of the investor. For example, the role played by 'in-the-moment intuition' is completely different for an investor with a five-year time horizon, versus one trading stocks with an average holding period of a week."
Where both agree is that behavioural finance technology can and does lead to wiser, more situation-specific investment decisions. Still, will that be enough to stop the onward march of automated investment funds?
According to the Investment Management Association, between 2004 and 2014, assets under management in UK tracker funds grew from £17bn to some £80.6bn - about 10% of the market.
And PwC has forecast that passively managed assets globally will double in value by 2020, amounting to about 20% of the market.
Where fund managers do seem to still have an edge is in their ability to navigate volatile markets - for example, where large drops in share prices are followed by swift recoveries.
New York Stock Exchange Trader Up or down: Could technology complement human instinct when it comes to deciding which way the market is going?
"Automated models still don't really know what to do when markets go haywire," Essentia's Mrs Levy says, "but what humans bring to the situation is their natural skill, intuition and emotional intelligence which technology can't replicate."
Barlclays' Mr Davies believes technology can, however, accentuate our human aptitudes, which in turn should narrow the gap with automated funds.
"An interesting parallel is in the world of chess," he says.
"It took a long while for machines to beat humans, and yet there is now a form of chess which combines the power of humans and machines, which is actually far more powerful than either humans or computers can achieve alone."
There is a frightening caveat here, though, that artificial intelligence (AI) could one day enable robo-investors to harness aspects of human intuition and edge humans out of the picture.
But while Sybenetix's Mr Chaban thinks it is possible, it's thankfully still a long way off.
"There's no way it'll happen soon; we're talking about hundreds and hundred of years for technology to reach that point," he says.
The job of a fund manager is getting tougher, and not just because you're expected to make regular returns in unpredictable markets.

More Business stories

RSS

Business Live

  1. 09:54: Ikea ban
    Ikea store, Wembley
    Ikea has banned games of hide-and-seek in its Dutch stores, according to Bloomberg. Back in July last year, the Swedish retailer allowed one game and 500 people joined in. But the company told Bloomberg the game was "hard to control" and says it will not authorise other games.
  2. 09:37: Inflation basket changes
    Craft brewery in Hackney, London
    The Office for National Statistics has released its annual review of the basket of goods and services that make up its inflation calculations. E-cigarettes and craft beer have been added. Music streaming services and headphones are also newcomers. Interestingly satellite navigation devices (sat navs) are being removed because many drivers navigate with their smart phones, according to the ONS. There are 703 items in the current basket.
  3.  
    Minimum wage Via Twitter Robert Peston Economics editor
    How generous is 3% rise in minimum wage? @Peston
  4. 09:27: Hugo Boss shares
    Hugo Boss
    Investment consortium Red & Black, which is 60% owned by the private equity firm Permira, has sold its holding in Hugo Boss for about €950m (£680m). That leaves Italy's Marzotto family as the German fashion group's biggest shareholder. The 11.9% stake was sold at €113 a share. Hugo Boss shares have risen 27% in the past year and the company is worth €8.4bn.
  5. 09:16: Energy shares
    The prospect of a tax cut for North Sea oil producers has helped oil and gas shares this morning.
    The price of North Sea Brent Crude is down 0.4% at $53.57 per barrel.
  6. 09:02: Mobile Super Mario
    Super Mario
    Super Mario and Pokemon are set to appear on smartphones and tablets for the first time following a deal between Nintendo and Japanese mobile games maker DeNa. Nintendo has fiercely protected its characters, restricting them to its own platforms such as the Wii home console and 3DS portable device. The two companies said the mobile games will be developed specifically for smartphones.
  7. 08:44: Newspaper review
    Newspapers
    The Guardian devotes a whole page to WPP. Most of that discusses boss Sir Martin Sorrell's £36m pay package. A US hedge fund might sue over last year's collapse of Phones4U, according to the Daily Telegraph. UK civil servants are undertaking "radical surgery" to the public sector without fully understanding the effects. That's according to the head of the National Audit Office and reported in the Financial Times. The business section of The Times leads with the attempt by Trinity Mirror to buy the Express newspaper from Richard Desmond.
  8. 08:29: London market update
    The FTSE 100 is up a modest 11 points at 6,815 as trading begins for another day. Sainsbury's is the top riser, up 1.8% to 273.5p, while mining company Antofagasta is the biggest faller, down 1.9% to 693.5p, on the back of disappointing results and a cut to its dividend.
  9. 08:20: Sainsbury shares
    Sainsbury shares
    Shares in Sainsbury's are up 2.2%, or 5.9p, to 274.5p in early trading in London. The stock is 11% higher since the start of this year - though is down a similar amount over the past 12 months.
  10.  
    Sainsbury's Via Twitter Kamal Ahmed BBC Business editor
    My take on Sainsbury's: "Mike Coupe might not be too gloomy. He is selling more stuff - volume - at lower prices." @bbckamal
  11. 08:13: New car sales
    New Audi cars, Barcelona
    New car registrations in Spain soared 26% in February, according to the Association of European Carmakers. The UK also had healthy growth of 12%, while Germany reported growth of 6.6%. Overall the European Union reported a 7% rise in new registrations.
  12. 08:03: Just Eat boss Radio 5 live
    Sushi
    Just Eat says sushi is the fastest-growing cuisine among its customers. Chief executive David Buttress also tells Radio 5 live that Chinese food remains the biggest category. Just Eat shares are up 2.4% in early trading.
  13.  
    Mobile call cap Via Twitter Douglas Fraser Business and economy editor, Scotland
    Cap on industry cost of mobile calls between networks coming down from 0.826p to 0.475p: Ofcom. Should help reduce bills. @BBCDouglasF
  14. 07:44: OneSavings Bank
    OneSavings Bank - formed from the ashes of Kent Reliance Building Society in 2011 - said full-year pretax profit more than doubled to £69.7m. The bank plans to focus on "high value, underserved markets" in residential and buy-to-let mortgages, and loan to small businesses. OneSavings will pay a maiden dividend of 3.9p a share. Its shares are up 20% since listing last June and is worth £514m.
  15.  
    Via Twitter Rory Cellan-Jones Technology correspondent
    UK parking app @JustPark raises £3.4m in equity funding via crowdfunding site Crowdcube, claiming British record
  16. 07:37: Just Eat results
    Just Eat website
    Just Eat's first annual results as a public company reveal it has 8.1m active users and more than 45,700 outlets, with revenues up 62% to £157m for the year to 31 December. Pre-tax profits are up £45m to £51.8m, but on another measure known as ebitda - the company's preferred number - profits have soared 131% to £32.6m. Just Eat shares have risen 30% since its market debut last April.
  17.  
    Via Twitter George MacDonald Executive Editor, Retail Week
    Sainsbury's LFL down but flags volume growth, esp on products where prices cut. JS says it's absorbed record deflation in key categories.
  18. 07:24: BHP spin-off
    BHP logo
    BHP Billiton has given details of South32, the company it plans to spin-off in May. The business will be based in Perth, Australia and includes aluminium, manganese, nickel, silver and coal assets. South32 will have $674m of debts - less than half the amount that analysts had been expecting.
  19. 07:18: French Connection loss
    French Connection
    French Connection narrowed its loss on operations to £800,000 last year. That's down from a £4.4m loss in 2014. The company shut nine unprofitable stores last year - one reason behind the 12% slide in group retail sales to £103m.
  20. 07:07: Sainsbury's update
    Things may not get much better for Sainsbury's anytime soon. Chief executive Mike Coupe warns: "We expect the market to remain challenging for the foreseeable future. Food deflation is likely to persist for the rest of this calendar year, and competitive pressures on price will continue."
  21.  
    Via Twitter Kamal Ahmed BBC Business editor
    In line with other retailers, Sainsbury's has reduced promotions such as "three for £10" and focused on cutting prices across range
  22. 07:04: Breaking News
    Sainsbury store
    Like-for-like sales excluding fuel at Sainsbury's fell 1.9% in the 10 weeks to 14 March. That was worse than the previous period when sales slid by 1.7%.
  23. 06:56: Shrinking tea bags Radio 5 live
    Tea cup and pot
    Wholesale tea prices have gone up 70p a kilo to £2 over the past six months, says London School of Marketing director Jacques de Cock on Wake Up to Money. He says PG Tips has reduced the amount of tea in its teabags by 7% - companies tend to get away with this type of reduction because many shoppers compare by price rather than weight, so don't tend to notice weight differences.
  24. 06:46: Transatlantic Ryanair? BBC Radio 4
    Ryanair
    Ryanair appears to be a step closer to offering transatlantic services. The FT reports that the Irish airline's board has approved the plans - but flights are still four to five years away. About half the seats would be priced at premium levels, which James Bevan of CCLA Investment Management tells Today could allow Ryanair to ditch its "cheap and cheerful" image and move upmarket.
  25. 06:37: Apple tunes in
    Apple TV
    Apple is in talks with a number of US networks including ABC, CBS and Fox about launching a TV service that would be available across its iOS devices. The Wall Street Journal reports that the bundle of about 25 channels would omit many of the less popular channel found in most American cable TV packages - but be far cheaper at between $30 and $40 a month. Apple declined to comment.
  26. 06:31: Budget: housing Radio 5 live
    James Bevan, chief investment officer at CCLA Investment Management, expects George Osborne to announce measures to help correct the housing shortage in tomorrow's Budget.
  27. 06:19: Sainsbury results Radio 5 live
    Sainsbury store
    At 07:00 we get the latest results from Sainsbury's and a fifth successive quarter of falling sales is expected. The big question is whether the supermarket can maintain a profit margin of 3%, says James Bevan of CCLA Investment Management on Wake Up to Money. He thinks Sainsbury is "on track" as it still has a reputation for quality.
  28. 06:11: Express sale? Radio 5 live
    Mirror website
    The Times is reporting that Trinity Mirror is preparing to buy Express Newspapers from Richard Desmond. "It would make sense for both parties," says James Bevan, chief investment officer at CCLA Investment Management on Wake Up to Money. Trinity Mirror is expanding on the internet and adding more titles would increase sales without a similar increase in cost, he points out.
  29. 06:00: Budget: North Sea oil Radio 5 live
    North Sea oil platform
    The oil industry can expect a boost from Wednesday's budget according to BBC Business Editor Kamal Ahmed. On Radio 5 live he says that the supplementary tax, which is set at 30%, is likely to be cut. The oil industry has said it wants the rate to fall to 20%. Around 450,000 jobs are connected to the oil industry Kamal says.
  30. 05:59: Ben Morris Business Reporter
    Good morning and welcome to Tuesday. Anticipation ahead of Wednesday's budget is building. Get in touch email bizlivepage@bbc.co.uk or tweet @bbcbusiness.

Features

  • Sahelian ramPay as ewe like

    The country where you can pick a tax rate - and even pay in rams

  • Houthi gunmanA Yemen journey

    Travelling through a country on the brink of falling apart

  • Ndawayipheli who needs cataract surgeryRural reach

    Bringing cataract ops to remote regions

  • Embryos being placed onto a CryoLeaf ready for instant freezing during the vitrification process.Chill out

    Why egg-freezing parties are on the rise

From BBC Capital

Programmes

  • Flooding in VeniceThe Travel Show Watch

    Will Moses – an experimental barrier system – stem the waters to save Venice from the sea?
Advertisement feature presented by The highs and lows of life abroad

The highs and lows of life abroad

Taking the plunge: three stories about life as an expat

Ads by Google

No comments:

Post a Comment