Donald MacKenzie

Donald MacKenzie, a sociologist of science and technology, is a professor at the University of Edinburgh. His book with Koray Caliskan, Inside Digital Advertising, was published by Polity in November 2025.

Be grateful for drizzle: High-Frequency Trading

Donald MacKenzie, 11 September 2014

The beams are infrared, which means you can’t see them, but lasers are now flashing stock-market data through the skies over New Jersey. If they work well there, they might soon be flashing over London too. Lasers are the latest tool for high-frequency trading: the fast, entirely automated trading of large numbers of shares and other financial instruments. Originally, the data needed for high-frequency trading travelled almost exclusively via fibre-optic cables, in which signals move at about two-thirds of the speed that light travels in a vacuum.

The Magic Lever: How the Banks Do It

Donald MacKenzie, 9 May 2013

Three years ago, the Bank of England set out to calculate a figure that does more than any other to shatter banking’s preferred image of itself. The figure made its first, understated appearance in March 2010, when Andrew Haldane, the Bank’s Executive Director for Financial Stability, included it in a talk in Hong Kong, then reappeared later that year in a chart buried at the back of the December issue of the Bank’s Financial Stability Report. The figure was the size of the subsidy that taxpayers give to British banking just by virtue of being available to bail out banks if things go badly wrong.

What goes on in stock markets appears quite different when viewed on different timescales. Look at a whole day’s trading, and market participants can usually tell you a plausible story about how the arrival of news has changed traders’ perceptions of the prospects for a company or the entire economy and pushed share prices up or down. Look at trading activity on a scale of milliseconds, however, and things seem quite different. When two American financial economists, Joel Hasbrouck and Gideon Saar, did this a couple of years ago, they found strange periodicities and spasms. The most striking periodicity involves large peaks of activity separated by almost exactly 1000 milliseconds: they occur 10-30 milliseconds after the ‘tick’ of each second.

The credit crisis has inured us to gigantic numbers – losses measured in billions or trillions of dollars – but we need to pay attention to its small numbers as well if we’re going to understand it properly.

You could walk around Mayfair all day and not notice them. Hedge funds don’t – can’t – advertise. The most you’ll see is a discreet nameplate or two. An address in Mayfair counts in the world of hedge funds. It shows you’re serious, and have the money and confidence to pay the world’s most expensive commercial rents. A nondescript office no larger than a small flat can cost £150,000 a year. Something bigger and in the style that hedge funds like (glass walls, contemporary furniture) can set you back a lot more. It’s fortunate therefore that hedge funds don’t need a lot of space. Two rooms may be enough: one for meetings, for example with potential investors; one for trading and doing the associated bookkeeping. Some funds consist of only four or five people. Even a fairly large fund can operate with twenty or fewer.

Hereditary Genius

A.W.F. Edwards, 6 August 1981

We are all prisoners of our backgrounds as well as slaves to our genes, and no field of science is riper for sociological investigation based on this premise than the development of biometry, and...

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