Stock market shock explained
Physicists model recent trading frenzy.
1 October 2002
Philip Ball
Two physicists have an explanation for the convulsion of the stock market
just ten days ago that left traders reeling and economists scratching their
heads. The market was behaving like a muffled guitar string, they suggest,
thanks to short-termism and technological limitations.
The 20-minute trading frenzy on Friday 20 September saw one bank loose
?100 million while another dealer racked up ?1 million profit in three
minutes. More shares changed hands than are often traded in an entire day.
It began at around 10.10 am; by 10.15 the FTSE 100 index - a barometer
of the market's overall health - had soared from around 3,860 to 4,060.
Minutes later it plummeted to 3,755 before eventually levelling off close
to its starting point.
Economists struggle to understand these rare, earthquake-like anomalies
that they dub, rather vaguely, turbulence. But to Sorin Solomon and Lev
Muchnik of the Hebrew University of Jerusalem, Israel the event of 20 September
looks more like another physical phenomenon: damped oscillation.
Solomon and Muchnik have built a computer program that simulates trader-trader
interactions for a wide range of different trader strategies; the model
borrows ideas from the physics of colliding gas particles. They searched
for a set of simple 'psychological' rules that would produce the spike
seen on the 20 September.
The model generates damped oscillations if there are three types of
traders: random traders, who buy and sell at small random deviations from
the current market price, market-maker traders who occasionally induce
large price fluctuations, and inertial traders who base their orders on
what they did in the previous transaction.
All the traders are opportunists. "They are interested in short-term
profits and anxious not to miss a trend," says Solomon. If everyone else
is buying, they'll tend to buy too, leading to herding behaviour that amplifies
small price fluctuations into big ones.
If prices drift too far from what the traders believe is their fundamental
value, they'll slow down and eventually reverse their behaviour. This makes
the prices oscillate around their fundamental value.
But another process damps out these oscillations: a kind of friction
produced by the way traders follow the market rather sluggishly. In the
20 September event, it seems that technological limits on how fast a transaction
can be made may have slowed the market's response.
Explanations like this might not be unique, but by being based on the
behaviour of the market as a whole they contrast with the way that economists
typically seek to pin anomalies on specific causes. Some have blamed the
20 September turmoil on trading errors made by the Swiss-owned Credit Suisse
First Boston and by Deutsche Bank.
A similar frenzy last year was traced to a deal by a trader for the
US-based Lehman Brothers that was 100 times bigger than he'd intended.
But single errors can't swing the whole market. That happens when other
traders react - the effects of which conventional economic models fail
to predict. |