First a bit of disclosure – I got the idea for this from
an article in the Globe and Mail Report on Business by Scott Barlow called “The
five deadly behavioural sins for investors” (Aug 28, 2014). It was pitched towards investors (especially
those in the stock market) but most of the content seemed to be directly
transferable to the writing and publishing game (especially self or small
publishers, or as we usually say Indies).
Basically, these are psychological factors that cloud one’s judgement
about any activity that can be considered an investment, whether that is money,
time or opportunity cost.
It is also worth noting that the comments below refer mostly
to writing/publishing decisions based on economic factors. Naturally, other factors may come into play,
such as artistic or personal motivations, to which these comments won’t
necessarily apply.
Sin
Number 1 – Herding
“Herding describes the tendency of investors to
unthinkingly follow along with dominant market themes without regard to
potential risk of capital loss.”
That’s how Scott Barlow describes it for investors. For writers and self-publishers, this
transfers pretty directly to the tendency to try to follow the latest and
greatest thing. Harry Potter made a
billion? Then it’s about time to jump on
the wizards and magic bandwagon. Fifty
Shades of Gray? Better write some
bondage stuff and make sure to include a billionaire. The Hunger Games cleaned up? Get into the young adult dystopia market
while it’s hot.
The problem here is that by the time something has proved
itself to be the latest thing, all kinds of people are jumping on the
bandwagon. With investing, that means
the price of the stock is driven up by purely psychological factors, without
reference to underlying business fundamentals.
That’s called momentum investing, and you can get lucky if you are early
into the game, but otherwise you will probably invest at the top of a market, a
position from which it is hard to make any money but easy to lose lots. With writing and publishing, it means that a
whole lot of other people will be flooding the market with similar content,
saturating the market. There is also the
risk that you might be investing your time and energy just as fickle readers
are becoming fatigued of that subject and looking for something new.
Sin
Number 2 – Anchoring
“Anchoring is the term used to describe investment
decisions based on the original price paid.
In truth, the market doesn’t care what an investor paid for a stock and
the only thing that matters is whether conditions will get better or worse in
the future.”
Suppose you buy into a stock at $50 per share. It has been determined by experience and
psychological research that investors tend to anchor the value of the stock at
the price at which they purchased. They
think it is “worth” $50, regardless of what the market says. That makes it
difficult to get out of a bad investment – one tends to want to wait until it
has gotten back up to the anchor price, the price at which it was
purchased. But there is an old phrase –
‘sunk costs are no costs’ – if a stock’s outlook is bad, you are supposed to
ignore the price that you paid for it and get out before you effectively sink
more money into it by delaying.
In the writing game, that can take many forms. You might have convinced yourself that a book
is worth $5.99, because that’s the price you started selling it at, and
therefore it should always be worth that much.
Readers might think otherwise.
Arguably, this is a large factor in the current dispute between Hachette
and Amazon. Traditional publishers think
their books are worth $X.XX because they have always sold for $X.XX – Amazon
thinks otherwise.
Another form this can take is sticking with a genre or a
series well past the point at which there is reader acceptance. You might have decided this story arc
deserves a 5 book series, so you plug away even though it is clear that readers
aren’t responding. At that point, you
might be better off re-directing your energies to a new book or series. Granted, that risks alienating current
readers who expect the series to be completed – it can be a difficult judgement
call.
Sin
Number 3 – Confirmation Bias
“Investors should always be suspicious when they find
exactly what they were looking for while researching an investment. Odds are, the research process involved
discarding facts that didn’t fit the pre-existing thesis and overemphasizing
the data that supported the original plan.”
Suppose you go into your stock-picking persuaded that
energy stocks are due for significant growth.
The danger is that you can latch onto articles and stock trends that
support your original supposition and ignore everything that says
otherwise. Conversely, after a stock has
proved successful, you can cherry pick the reasons that you “know” that made it
succeed. Confirmation bias is very
difficult to avoid. Ideally you should
list your hypothesis before investing, pick a few stocks that conform to that
hypothesis, track them for a pre-determined time period, then look at the
results to test whether your hypothesis worked out in the real world.
In the writing and Indie publishing world, you might find
yourself scouring Amazon ranks and reviews, looking for patterns that you
expected all along. Perhaps you have it
in mind that males hardly ever read books written by females, so you ignore all
evidence to the contrary and miss out on a potentially lucrative readership. Or, maybe you have published ten books, two
of which outsell the others by a wide margin.
Looking at the covers, you might think you see a pattern, so you hire an
artist to do all your covers in that style.
If that style happened to be your personal favorite all along, you might
be letting confirmation bias guide your thinking, and you could end up spending
a lot of time and money on new covers to no good effect. I suppose that you could call this “leading
yourself down the garden path”.
Sin
Number 4 – Ego Depletion
“Studies have shown that the brain has limited
decision-making resources and the quality of decisions declines with each one
made. (A New York Times profile
described the phenomenon as “decision fatigue.”)”
For investors, this means making fewer investment
decisions and not second guessing yourself too much. That is also useful for minimizing
transaction costs (each trade costs some money) and stress (obsessing about
your money).
When it comes to writing and publishing, I would see this
primarily as a warning about excessive re-writing. Although a reasonable amount of reviewing,
proofing and re-thinking is good, too much can be harmful. Continual self-critique is likely to lead to
self-doubt, which can be crippling for creativity. In that sense, “Ego
Depletion” seems like a very astute label.
Also, it can lead to a loss of spontaneity in the writing, which can
seem like it has been fussed over too much. The same can be said about the others aspects
of publishing, especially covers and blurbs.
In visual arts this is called “overworking your canvas” –
when you revise a scene so much that the canvas loses its “bite” and doesn’t
take the new paint well. In data
analysis (my day job) we sometimes call this “over-analysing your data” –
examining a dataset to the point where you see patterns you should be doubting
and doubt patterns you should be seeing.
Sin Number 5 – Illusion of Control
“While most people are aware that correctly guessing
heads of tails for a coin toss doesn’t make them a genius, investors have
trouble distinguishing luck versus skill where their portfolios are
concerned. The short-term path of the
market is almost entirely random…”
For investors, this means you shouldn’t take the
gyrations of the market too seriously over short time periods. It takes a while for real patterns to make
themselves known.
For writers and publishers, we all recognize the place
that luck (or alternatively, random chance) holds in the activity. Why do good books often tank and not-so-good
books sometimes succeed. Well, part of
that is the market – people may simply prefer not-so-good books to literary
gems. But part of that can be luck.
Suppose that a book catches a few lucky breaks early
after its release, by randomly attracting a few influential readers who spread
the message, either through word of mouth or via the internet. Suddenly, it has some momentum and that
momentum can build on itself. Before you
know it, that book is selling well, perhaps even a best-seller. It is hard for anyone to chalk up their
success to luck, so we naturally attribute the book’s success to its innate
qualities. The writer feels vindicated,
perhaps even a bit of hubris comes into the picture. Competing writers feel downcast about their relative
lack of success. But it might all be due
to some lucky breaks at the start.
We can attempt to model this with a simple application of
the binomial theorem. Suppose there are
100 new books in a certain genre that come onto the Amazon market on a given
day. Suppose that each of these new
books randomly gets 100 views that first day, and the probability of a sale
resulting from any of those random views is 1 percent. Then, we can calculate from the binomial
theorem (excel function binom.dist) that:
·
37 books will have 0 sales that first day.
·
37 books will have 1 sale that first day.
·
18 books will have 2 sales that first day.
·
6 books will have 3 sales that first day.
·
2 books will have 4 or more sales that first
day.
So, a couple of those books will have a small advantage
over the others. Big deal, you say. But what can happen next, with a little bit
of extra luck, is something called an information cascade. That basically means
that new prospective purchasers, with nothing else to go on, will see the ranking
lead that those two books have and be inclined to purchase them. After all, the crowd must know
something. That adds to the momentum of
those one or two lucky books, and a bandwagon effect starts. If the lucky books are acceptably good, and
nothing interferes with the information cascade (i.e. no bad reviews) the
momentum can continue to build, eventually leading to a best-seller. And it was all due to a little bit of luck at
the beginning.
No comments:
Post a Comment