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A brief history of behavioural finance

Behavioural finance: From laboratory to the markets

Behavioural finance has moved into the mainstream. In this guest post, Tim from The Psy-Fi Blog gets us up to speed.

Noble Prize winning committees aren’t renowned for consistency. Giving Barack Obama the Peace Prize for not being George W. Bush is a triumph of hope, but hardly based on rational analysis.

We might also wonder if the selection panel got its wires crossed when it awarded the Economics prize to a psychologist.

But it wasn’t just any old shrink who got the bauble. It was Daniel Kahneman, half of the dynamic duo that invented the whole topic of behavioural finance.

The other half, Amos Tversky, died in 1996. Between them, Tversky and Kahneman pump primed a change in the way we expect stocks to behave.

Outside credit rating agencies, it’s no longer enough to assume we can predict market movements on the basis of number crunching on a grand scale.

Now we need to take our own mental confusion into account.

A simple observation that changes everything

The revolution began when Daniel Kahneman noticed how explanations of changes in task performance were based on a mental model that had little to do with actual behaviour.

Airforce flight instructors believed that praising students after a good flight and criticising them after a bad one led to worse performance in the first case and better in the second. But Kahneman theorised that this was simply mean regression in action – that regardless of what the instructors said or did, a poor performance was likely to be followed by a better one and a good performance by a worse one.

This observation kicked off a whole range of discoveries, with ramifications that investors cannot afford to ignore.

In particular, that mean regression might be the underlying principle behind stock movements is an idea that’s been around for over a century – but it hasn’t prevented billions of pounds being made by analysts, gurus, tipsheets, advisers and the whole panoply of apparently omniscient soothsayers that inhabit the securities industry and charge for saying otherwise.

Tversky and Kahneman’s big idea means that this is all an utterly pointless waste of money. Most short-term market movements are simple mean regression in action. It’s only human mental confusion that attributes these random movements to some kind of underlying purpose.

You don’t think like you think you think

As they dug through a series of remarkable experiments, Tversky and Kahneman began to uncover a previously unresearched series of behavioural biases – strange twists in human nature that cause us to act irrationally and against our own interests.

In Judgement Under Uncertainty (1973) they outlined a series of these behaviours. In doing so, they gave birth to behavioural finance.

In essence what they showed was that people don’t act rationally, as defined by correctly calculating the probabilities of events, especially rare ones.

Now you may not think that surprising. After all, we don’t spend our days carefully calculating risks and rewards.

Yet this was exactly the dominant approach of economics at the time – the so-called Efficient Markets Hypothesis, which argues that all information about a stock at any given time is embedded in a single value, the price.

Instead, Kahnemann and Tversky showed that there are regular patterns of irrationality that lie behind people’s behaviour:

  • We judge people based on stereotypes.
  • We assess the likelihood of events happening based on our ability to retrieve from memory similar events.
  • We tend to make decisions based on some arbitrary starting point.

Labeled in turn the representative heuristic, the availability bias and anchoring, these three behaviours do a pretty good job of derailing our attempts to rationalise about investments.

Next came Prospect Theory (1979) – the first attempt at an explanation for the strange asymmetric risk taking behaviour they’d observed.

As other researchers followed up on this research, a whole raft of added behavioural twitches came to light. We are, quite simply, a mass of contradictory and illogical behaviours, to the point where it’s a wonder we can get out of bed in the morning, let alone be trusted with a kettle and a gas hob.

In light of these discoveries, it’s not surprising that most people are advised to abandon attempts to pick individual stocks and simply buy the market via an index tracker instead.

Could behavioural finance be wrong, too?

But there’s another twist in the history of behavioural finance, which is that the uncovering of this unsuspected mental world of confusion has begun to bother some researchers.

They agree that we’re essentially highly-evolved apes with an instinct for survival honed in a very different environment. But they wonder how it’s possible to reconcile the contradictions discovered by psychologists in a way that means we can function at all.

The answer, it seems, is that behavioural finance may also be wrong, although in some very peculiar ways.

Their evidence comes from taking experiments out of the laboratory and into the real world, and also by trying to explain human behaviour using an integrated theory of mental processing that doesn’t look anything like the statistical analyses so beloved of financial researchers.

The economist John List, for example, has been described as the most hated man in economics, largely on account of how his real-world experiments have unpicked a range of the most cherished theories in finance.

List has shown that outside the laboratory people aren’t altruistic in the way they are inside it, and that loss aversion – the idea that people are symmetrically inclined to avoid taking a loss but happy to take a profit based on some arbitrary purchasing anchor point – is not a general psychological principle.

List’s main point that if you put people in a lab experiment they’ll behave the way you expect them to, not the way they’d do naturally (whatever that may be).

You don’t think like they thought you think, either

A second front on behavioural finance has opened up around the way that we actually process information.

Although behavioural finance is superficially very different from the old Efficient Markets approach, underlying it is a similar model of the way that we make decisions, suggesting we perform abstract statistical calculations. Behavioural finance says it’s just that in the behavioural models we get the answers wrong.

But some researchers are now arguing this is a mistaken view of the human brain, and that we do something much simpler, which yields similar results, using an idea known as satisficing.

Satisficing is simply an approach that means we take the best answer we can come up with, given the range of information we have available to us.

Bizarrely the satisficing theories suggests that while a certain amount of information about a certain topic will lead us to improved solutions, beyond this point our decision making accuracy goes down!

If true, it again means there’s a limit to the effectiveness of stock analysis – although that’s still no excuse for simply sticking pins into the price pages of the Financial Times.

Get your head examined

Scientific advance happens one funeral at a time, and resistance to the suggestion that behavioural finance is flawed is fierce. Progress happens only when someone finds a big enough pair of boots to kick down the old barriers.

That’s what Kahneman and Tversky started back in the 1970s, and the former’s Nobel Prize is unlikely to be the last time a psychologist wins the Economics prize.

Investors, meanwhile, should avoid wasting their money on hopeless explanations of future market movements. And if they can’t, perhaps they should go see a shrink instead?

Read more of Tim’s musings over on his Psy-Fi blog.

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Weekend reading: The new gold rush

Weekend reading logo

My Saturday musing, followed by the links.

Weird times call for unusual observations. One of the most poignant I’ve read recently was an article in The Telegraph about jobless Americans heading to the Californian hills like their forefathers did 150 years ago:

David was sure things would work out. Then his savings dwindled and his optimism soon followed.

But, when things looked darkest, he found he had an ace up his sleeve, the same ace thousands of people have been pulling out of their sleeves in the past two years as jobs dried up all over California and something approaching panic seeped through every county of the state. David turned to gold prospecting.

He’d panned over the years as a hobby. But with the downturn came an opportunity he had never anticipated. Just as in the recession of the early Eighties, the inflation crisis of the mid-Seventies and even the Great Depression of the Thirties, David noticed that gold had not only retained its worth – it had actually risen in price.

In fact, its value had shot through the roof – tripling to more than $1,000 (£658) an ounce since the start of the recession. Earlier this month, fears of a ‘double-dip’ prompted claims that bullion could hit nearly $1,500 an ounce.

This story brings together two of the many big themes of the great slump – the hideously high level of unemployment in the US (20% by the old measure, some say) and the ever-upwards ascent of the gold price.

I’ve long been in two minds about gold. Collapsing jewelry demand and jokes about turning cats into gold against a backdrop of soaring gold ETF demand and ever-present gold buggery all smells like a bubble.

But then, the economy has been through extraordinary times, and Central Banks are employing extraordinary measures – so there is a rationale underlying the increase in the gold price.

The difficulty is there’s always a rationale for bubbles. The Internet has changed the world, the railroads did open up America, and tulips… okay, I’m not so sure about tulips.

But when is a rationale stretched beyond breaking point? That’s the real judgment.

As for the other part of the story – unemployment – this has remained stubbornly high. I wrote back in February that unemployment is a lagging indicator, but I must admit there’s a point when persistently high unemployment implies high unemployment in the months to come, too.

That said, now’s not the time to blink. An FT blogger linked too below says nobody foresaw Britain’s strong return to growth, and now GDP is flying at 1.1% a quarter. Well, I did. And as I wrote on Stock Tickle this week, the good news keeps coming.

Actually on re-reading that Stock Tickle post, I see it could come across as a bit of a brag. It isn’t really.

My central belief is that short run economic performance is pretty much unpredictable, and so a lot of it is down to luck. You’re better off buying what seems like good value to you and riding out what the economy throws at you.

I do admit to feeling a tad smug that most people were wrong and I was right, but it’s been the other way around plenty of times before (particularly on UK house prices, where I’ve been bearish for nearly a decade).

No, I’m more happy because of what independent thinking could mean for my investing performance in the long run.

Warren Buffett didn’t get rich by flip-flopping his investments with the latest groundlessly negative opinion columns. And neither will we.

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NS&I logo

Cautious investors looking to put their money into National Savings certificates have suffered a big setback; National Savings & Investments has withdrawn all its index-linked and fixed interest Savings Certificates from sale.

The Government sets a target for how much money the state-owned lender can issue as certificates to avoid ‘crowding out’ the private sector. After all, the 100% security that NS&I offers due to its Government-backing is impossible for High Street banks to compete with.

According to NS&I, its fixed term, tax-free savings certificates had become too popular, and demand was outstripping the permitted supply.

The official press release on the certificate withdrawal states:

NS&I today announced that its Savings Certificates (both Fixed Interest Savings Certificates and Index–linked Savings Certificates, also known as Inflation-Beating Savings) have been withdrawn from general sale and that it is reducing the interest rates paid on its Direct Saver and Income Bonds by 0.25% with immediate effect.

Sales volumes in recent months across all three products have far exceeded those either anticipated or required by NS&I.

Jane Platt, Chief Executive, NS&I, said: “NS&I has a unique position at the heart of the UK savings sector and we continue to follow a policy of acting transparently and balancing the interests of our savers, the taxpayer and the stability of the wider financial services market.

“While doing this we are tasked with meeting the government financing objective – called our Net Financing target – which is set for us each year by HM Treasury. This year we have agreed to broadly balance the funds coming into NS&I with the funds leaving us – in other words our Net Financing target is zero within a range of £2.0 billion either side of this.

“We’ve seen significant amounts of money invested into these products over recent months and so we’ve taken the difficult decision to withdraw Savings Certificates from general sale and reduce the interest rates paid on our Direct Saver and Income Bonds. This is designed to ensure that we do not exceed the upper end of our Net Financing target range.”

What does it mean for your portfolio?

There’s been a bit of panic about NS&I’s move. Some conspiracy theorists even claim the Government believes RPI inflation will remain above target, and that it’s withdrawing the inflation-linked certificates to avoid paying high interest rates in years to come.

That seems unlikely, since it withdrew the fixed interest certificates, too. If the conspiracy theorists were right, it’d have kept issuing fixed rate certificates, as the fixed annual coupon would be whittled away by inflation.

I believe the official reason given in the press release; last December NS&I withdrew its fixed rate savings bonds from the market for a similar reason. In the wake of bank runs, the credit crisis, and the on-going fear of investing in the stock market, it seems the allure of rock solid Government-backed saving has proved just too popular.

That said, I’ve no doubt the switch to CPI-targeting by the Government has also made the Index Linked certificates look anomalous, if not dangerously expensive, as The Telegraph’s Ian Cowie wrote yesterday:

Earlier this month, after the Government announced it was switching most pensions’ indexation from RPI to CPI, I asked in this space: “How long will it be before the Government decides it also prefers to use the lower measure of inflation as the benchmark for National Savings & Investments‘ index-linked certificates? Or index-linked gilt-edged stock? Both are currently linked to RPI but, when politicians start helping themselves to savers’ private property, it often proves habit-forming.”

Now it has found a different and more drastic way to cut the cost of NS&I index-linked certificates – and the Debt Management Office says it is looking at issuing gilts issued to CPI. Last year – and again in January, 2010 – I reported that the Bank of England had switched 70 per cent of its staff pension fund into index-linked gilts and commented that this was as close as you can get to officially-sanctioned insider-trading. The annual rate of change in RPI has doubled since January and I tipped NS&I index-linked certificates again in this space in May.

Cutting off the supply of Index Linked certificates kicks the ball down the road for a while. When they return, they’ll surely be CPI-linked.

Life after National Savings certificates

The big question is what should you do if you’d planned to invest money via these certificates?

The inflation-linked certificates in particular were a very attractive way for UK investors to diversify a portion of their portfolios into a super safe inflation-protected vehicle.

The tax-free nature of the certificates also made asset allocation easier for higher rate private investors looking for a fixed income.

Unfortunately, there’s nothing else available that’s directly comparable to the Index Linked certificates, though I’ll discuss the closest thing – Index Linked gilts – below.

There are however plenty of alternatives to the fixed income certificates that will achieve the same sorts of ends, although none offer exactly what the certificates offered.

Let’s quickly look at each in turn.

If you’ve already got certificates: rollover

NS&I says existing National Savings certificate holders can rollover their maturing certificates:

On maturity, existing Savings Certificate customers can continue to rollover their investment into the same Issue they currently hold. They can also reinvest into any of the Savings Certificate terms and Issues – either the 3 or 5 year Issue of Index-linked Savings Certificates or the 2 or 5 year Issue of Fixed Interest Savings Certificates – regardless of which Savings Certificate they currently hold. However, as Savings Certificates have been withdrawn from general sale, customers who have invested in other NS&I products will not be able to reinvest their money into Savings Certificates.

If I were a holder I’d be inclined to do that, all other things being equal.

Otherwise, once you move your money out of the certificates, you won’t be able to put it back in until the products go back on sale.

While we’ll no doubt see new issues one day, we’ve no idea exactly when.

Cash ISAs

The fixed rate National Savings certificates NS&I has withdrawn only offered a low rate of interest, but there was no tax to pay on the money you received.

This made their after-tax income comparable to the higher-paying ‘savings bonds’ of High Street banks, especially for higher rate taxpayers whose income from interest is taxed at 40%.

However, the best fixed rate cash ISAs offer better interest than the fixed income certificates did, and are tax-free too.

If you can lock your money up for two years then you can currently get 3% from the Barnsley Building Society, while Halifax has an easy access cash ISA paying 2.6%.

Fixed interest savings bonds

If you’ve already used your annual ISA allocation, you might next look at a High Street bank’s savings bond. Unfortunately these aren’t tax-free like cash ISAs or the certificates, but the best interest rates can be higher to compensate.

ICICI, the Indian Bank, is paying 4.75% on its five-year bond, while Chelsea Building Society currently has a bond paying 3% if you only want to lock away your money for two years.

These rates may have changed by the time you read this article, so shop around. Also check your deposit is protected by the FSA compensation scheme.

Note that you’ve no chance of beating the currently elevated rate of RPI inflation with these or Cash ISAs – or in government bonds for that matter. That’s the (steep!) price of security right now, and it’s what made Index Linked certificates so attractive.

Buy gilts and ‘linkers’ directly, in or outside an ISA

Gilts (government bonds) and National Savings certificates amount to the same thing – the Government borrowing money off its citizens.

The Savings Certificates were far easier for the average Joe to understand and invest into, however, and they also offered certain advantages: a fixed cash value (bonds vary in price over their lifetimes) and, crucially, a guaranteed positive rate of return for the Index-Linked certificates.

If you’re a fairly sophisticated investor, you can buy gilts yourself, either direct from the Government’s Debt Management Office or via your normal stockbroker (including online dealing accounts). There are costs in either case.

The five-year gilt yield is currently about 2.2%, so you’ll not get much of a return if you’re paying tax on the income. You’ll need to buy your gilts within your stocks and shares ISA to escape tax – and note that gilts must have at least five years to run at the time of purchase to be eligible to buy within an ISA (though once bought you can hold them in the ISA to maturity).

Remember: Unlike cash and the withdrawn certificates, the price of bonds fluctuates – so you may need to hold your bonds to maturity to ensure the capital you spent on your bonds is returned to you in full.

As for RPI-linked gilts, there is a three-year Index Linked gilt currently yielding 1.77% and a six-year Index Linked gilt yielding 3.18%. In addition to that yield you also get inflation-linking in the form of an uplift to the capital value of the gilts when they are redeemed by the government.

This uplift is free of capital gains tax, which may make them an attractive vehicle for higher-rate taxpayers fearing ever higher inflation.

Indeed, it makes linkers superficially very similar investments to the lost Index Linked Savings Certificates except for one crucial factor – you’re not guaranteed a positive return if RPI inflation falls over the life of the index-linked gilt.

In other words, if RPI falls from the currently high level that has bid up the price of these gilts, you could get less money back than you spent on them!

Personally, I think this risk makes them rather unattractive investments right now, but then I’m bearish on Government bonds in general.

There’s lots more information on index-linkers on the DMO website and you can get current yields from the Fixed Income Investor website’s bond tables.

Fixed and Index-linked gilt ETFs

Most people invested in National Savings certificates for the rock solid security offered by the Government, and for the regular interest payments.

However an investment in Government-backed debt is also an asset allocation decision, with many model ETF portfolios including a weighting towards fixed interest and index-linked government bonds.

iShares has a range of fixed income ETFs that also give you easy-to-buy exposure to UK government debt:

IGLS – tracks the performance of the Barclays ‘short maturity’ gilt index.

IGLT – tracks the performance of the Barclays all-gilt index.

INXG – tracks the performance of the Barclays index-linked gilt index.

These ETFs all pay various yields, but remember that unlike when you buy a specific gilt you cannot lock into a yield to maturity with an ETF.

Rather, the ETF is tracking a basket of gilts, so the yield will move as short gilts mature and are redeemed and new gilts are issued at the long end (i.e. with many years to run) at whatever interest rates are then prevailing. The yield on purchase will also vary as demand varies for the underlying gilts in the ETF.

The uncertain yield is probably fine if you’re looking to get exposure for pure asset allocation reasons (though again beware the currently elevated price of both fixed interest and index linked gilts).

But if you want to buy a guaranteed income stream, you’ll need to look into buying individual gilts.

An actively managed gilt or strategic bond fund

Yet another alternative is to buy an actively managed bond fund, where the manager argues he or she can add value buy trading gilts.

At today’s low interest rates on government bonds, however, it’s even harder than normal to recommend these funds, since management charges will devour much of your return from the low yields on offer.

We’re a very long way from the withdrawn certificates with these funds, to be honest.

A last word on the NS&I decision

I know I’m becoming the sort of person who says “market falls 1,000 points – great news for stocks!” but I can’t escape the feeling that the massive demand for these certificates is yet another sign of the bear-mania still prevailing.

It wasn’t that long ago you could get 5%+ from the fixed rate certificates, tax-free, with the Index Linked certificates paying much more interest on top of the RPI uplift, too.

Yet they’ve sold out at a time when the rates of return are derisory.

I don’t believe the public suddenly got smart. With shares still looking cheap in anything other than a persistently recessionary and/or deflationary environment, I think the demand from some 1.5 million customers for NS&I’s Index Linked certificates is much more about fear than opportunity.

That said, my backing equities over bonds hasn’t been a great call for most of 2010, and shares are a long term investment. You pays your money and you takes your chances.

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Weekend reading: On the road

Weekend reading

My regular roundup of decent reads.

I have to get stuck right in this week as I’ve a crazy early train to catch. (I’m off to a rain lashed house in the provinces to kitten-sit. Really).

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