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"I
can calculate the motions of the heavenly bodies, but not the madness of
people."
Sir Isaac Newton, losing investor in the South Sea bubble.
One suspects that Sir
Isaac would be almost as delighted and amazed by what is now understood about
investor behaviour as he would be by late twentieth century advances in the
space sciences.
The past 20 years
have seen the development of a new discipline, Behavioural Finance, which
blends Economics and Psychology in seeking to understand individual and
collective financial behaviour. Behavioural Finance explores situations where
we behave foolishly: where emotion distorts reasoning and/or where reasoning
is faulty. There is now an extensive body of international knowledge derived
from many hundreds of studies carried out by researchers in the field.
During the past two
years a remarkable series of studies on investor behaviour has been published
by Professor
Terrance Odean, from the Graduate School of Management, University of
California, Davis – a world-leading Behavioural Finance researcher and
educator. We present here a precis of his findings and our own musings on
their relevance in Australia.
Fools, pooled
fools, highly paid fools in suits
"The first
principle is that you must not fool yourself
- and you are the easiest person to fool."
Richard Feynman
Individual investors
exhibit three varieties of foolishness:
- They trade too
often.
- They sell
'winners' to buy 'losers'.
- They chase the
action.
These are the
inescapable conclusions of Professor Odean's studies of tens of thousands of
discount brokerage trading accounts over the period 1991-1997. The net result
is that their portfolios significantly under-perform relevant benchmarks.
The more you trade
the less you earn!
"Fools
rush in where fools have been before."
Unknown
In his most recent
study Professor Odean analysed the 1991-1996 trading of 78,000 households
involving 158,000 accounts and nearly 2 million common stock trades at a
discount brokerage. (In 1996 just under 50% of US equity investments were held
directly by households.) Professor Odean's findings are summarised in Fig 1.
Fig 1
While the market
returned 17.9%, the average household earned 16.4%, tilted its portfolio to
high-beta, small, value stocks, and had an annual turnover of 75%. The lowest
quintile by turnover earned slightly better than the market in both gross and
net. But this would not have been so against a risk-adjusted benchmark.
Increased trading has little impact on gross return but steadily erodes net
return. In the highest quintile, annual turnover has skyrocketed above 250%
and net return has fallen by one-third.
It is the cost and
frequency of trading, not portfolio selection, that explains the poor
performance. In fact, the tilt towards small, value stocks actually helped
performance during the sample period. When, for example, the highest quintile's
net returns are risk-adjusted, under-performance increases to 10.3% annually.
What drives this
hyper-trading?
Overconfidence seems
the most likely culprit! Psychological research has established the existence
of this widespread behavioural bias which causes people to overrate the
precision of their judgements and which, in financial judgements, men are more
prone to than women. Hence gender provides a natural proxy for overconfidence
as shown in these results from an earlier study by Professor Odean.
|
All
Women |
All
Men |
Single
Women |
Single
Men |
| Monthly
Turnover |
4.4% |
6.4% |
4.2% |
7.1% |
| Annual
Benchmarked Performance |
-2.8% |
-3.7% |
-1.6% |
-3.6% |
|
Fig 2
Overconfidence gives
investors the courage to follow their misguided convictions. Australian
anecdotal evidence suggests that individual investors rarely benchmark their
performance and those that do rarely use an appropriate benchmark. In a
surging market, without this reality check and with selective memory in top
gear, market-driven successes reinforce overconfidence.
Selling winners to
buy losers
"D'oh"
Homer Simpson
Yes, perverse as it
may seem, this is what happens. From yet another of Professor Odean's
goldmines:
| Annualised
Benchmarked Returns for Sales followed by Purchases |
| No.
of Trading Days Later |
84 |
252 |
504 |
| Stocks
Sold |
-0.08% |
+0.79% |
+7.31% |
| Stocks
Purchased |
-2.54% |
-2.28% |
-1.30% |
| Combined
Result |
-2.46% |
-5.07% |
-8.61% |
|
Fig 3
In the Fig 3 data,
purchases were made within three weeks of sale, sales were for profit and of
the total position, the size decile of the purchase was not more than that of
the sale and adjustment was made for 'non-speculative' trading (meeting
liquidity demands, tax-loss selling, re-balancing and changing risk-exposure.)
Where a purchase
follows a sale, the average result two years later is that the stock sold has
over-performed the index by 7.31% and the stock purchased has under-performed
by 1.3%, with the net result of the trading decisions being under-performance
of 8.61%!
Why, Homer? Why?
Homer might fall back
on the streaker’s defence, "It seemed like a good idea at the
time."
Professor Odean
suggests a more complex array of causes. Prospect Theory tells us that the
positive emotional value of a gain is only one-third of the negative emotional
value of a dollar-equivalent loss. This leads to the Disposition Effect
whereby, via considerations related to Anchoring (that is, to the reference
points against which investors value an investment), investors practice Regret
Avoidance by holding onto their losers. Additionally, Professor Odean suggests
that it is at least plausible that investors are influenced by a mistaken
application of regression to the mean - they think their winners are likely to
fall and their losers to rise.
However, while this
may explain why investors sell winners, it does not explain why they buy
losers. For this we must look elsewhere.
Chasing the action
"Sometimes
the noisy handful is right, sometimes wrong;
but no matter, the crowd follows it."
Mark Twain
There are thousands
of stocks and investors have limited processing ability. They can only choose
from those stocks that catch their attention. Their trading behaviour
indicates that they focus on stocks that are in the news. As Professor Odean's
chart in Fig 4 shows, the hot action takes place at the extremes where stocks
are already performing noticeably well or noticeably poorly.
Fig 4
It could be supposed
that activity at the low end derives from contrarian strategies and at the
high end from bandwagon strategies. But, in any event, this behaviour is
clearly a function of information flow - individual investors' attention is
drawn to the noisy few and they act after they see the results of other
investors' actions. These investors are informed, however they are simply mis-using
their information.
Pooled fools
"It's not
what a man don't know that makes him a fool
but what he does know that ain't so."
Josh Billings
Could it be that when
individuals get together and pool their information and skills, their
individual behavioural biases will be avoided? They should be so lucky! Once
again it would appear that democracy produces a lowest common denominator
result. As can be seen in Fig 5, investment clubs literally just pool the
individual investors' foolish behaviours. Rather than improving on
individuals' results, investment clubs' net and gross performance are both
worse.
Fig 5
One of the highest
profile investment clubs, the grandmotherly (70-ish) Beardstown Ladies claimed
in their 1995 best-seller that their homespun investment strategies had
produced returns averaging 23.9 over the previous decade (when the S&P 500
Index averaged 14.9%.) Their instant celebrity status has survived a Price
Waterhouse audit which recalculated their returns to an average 9.1% (amongst
other things, they had apparently been counting club dues as investment
income) and their book and other goodies can still be found at Amazon.com.
Highly paid fools
in suits
"The whole
problem with the world is that fools and fanatics
are always so certain of themselves, but wiser people so full of doubts."
Bertrand Russell
Many individual
investors would see investment advisers and managers as just that - highly
paid fools in suits - and some would have good reason to do so. Our industry's
past is not blemish-free. We have had our share of crooks and fools, and have
driven many clients to the point where they prefer to follow their own
counsel. Others, having heard their friends' war stories, have decided that,
if anyone is going to be foolish with their money, it may as well be them.
With this in mind, we
might be well-advised to ask ourselves whether we exhibit any of the
behavioural biases evident in Professor Odean's studies.
As advisers, are we
overconfident? Is our judgement really as good as we think it is? Do we re-jig
plans unnecessarily or suggest particular strategies that might not stand up
to unbiased scrutiny? Do we practice regret avoidance? Are we too slow to
change our advice when what we advised is not working? Do we chase the action?
Is our attention over-focused on market noise and flavours-of-the-month?
When active managers
are spruiking their results, do we question their trading levels? Are they
overconfident? Too much trading turns a positive sum game into a negative sum
game, making it that much harder to come out a winner. Do they have the skills
to overcome the handicap of greater transaction costs? Are they locked into
losing positions because they can't stomach a loss of face? Do they chase the
action? Can they persuade us that they're immune to the normal behavioural
biases which are so damaging to investment performance? There is no shortage
of studies to suggest that active managers too have difficulty outperforming
relevant indices.
"When we
remember we are all mad,
the mysteries disappear and life stands explained."
Mark Twain
Geoff Davey and
Paul Resnik
October 1999