This post, from Glenn Yeffeth, originally appeared on the BenBella Books blog on 4/20/09. In it, he applies Nassim Taleb’s Black Swan theory to publishing. The Black Swan theory posits that rare and unpredictable events can have a huge impact in whatever aspects of life and commerce they occur. Publishers, Yeffeth says, can apply some specific strategies to proactively minimize their exposure to "negative black swans" while maximizing opportunities to take advantage of those even rarer, "positive black swans" .
The Black Swan, by Nassim Taleb, is the best book on statistics I ever read. OK, that may sound like faint praise. But the book is one of the best books I’ve read in years. Brilliant, eccentric, and prescient, this book speaks to me in particular because of my stint in the PhD program in finance at the University of Chicago. I dropped out for exactly the reasons Taleb discusses in the book – the more I learned about mathematical finance, the more I realized how disconnected it was from reality (full disclosure: I also sort of sucked at higher math). If you haven’t read it, you want to, especially if you are in publishing.
The essence of Taleb’s theory is straightforward. Rare and unpredictable events, he theorizes, have an enormous impact on business, finance, on life in general. This might seem to be unexceptional, except that all of statistics, economics and finance (to name a few areas) are based on the assumption that this isn’t true. Everything you’ve heard about the normal curve or law of large numbers, or even the concept of an “average” is based on the idea that once you have enough data – say over a hundred data points – you basically know what’s going on in terms of risky events, that your average is going to be stable etc. The whole idea of finding an average from data, for example, goes out the window if one observation (once you already have lots of observations) can radically change your average. Yet in real life this happens all the time (half the growth in the stock market since WWII, for example, happened in 10 days).
Some businesses are negative black swan businesses. They seem to be making more than they really do make, because they are exposed to rare, but huge, downside risks (think banks and reinsurers). Publishers are exposed to some negative black swan risk (i.e. bankruptcy of major distributor or retailer) but, in general, publishing is a positive black swan business. The rare events can make publishers a lot of money. In fact, without the rare events (i.e. Harry Potter, Da Vinci Code) they barely make any money at all.
The essence of black swans is that they are unpredictable; if they were predictable they wouldn’t be black swans. No one knows they are coming, although everyone can see their inevitability in retrospect. Consider the numerous retroactive explanations for the success of Harry Potter, when, in advance, the original novel was rejected by every publisher that saw it but one, and that one (Bloomsbury) paid 2500 pounds and printed 500 copies. No one saw it coming.
So the solution is to design your publishing house so as to maximize your exposure to positive black swans and minimize your exposure to negative ones. Easy, right?
Not so much. It’s tricky to figure out exactly what to do about Black Swan theory, but here are a few ideas to start with:
- Have a healthy respect for what you don’t know. Your management processes will pressure you to predict how each book will do, and allocate resources accordingly. Don’t confuse this with the idea that you know what will happen. Allocate a bit more resources to your small books, and a bit less to your big ones, because you are less sure of what is small and what is big than you think.