When Uncertainty Is Certain

It’s just not clear!

In yesterday’s post, I discussed the difference between uncertainty and risk and how the distinction can give us better analytic tools. Today, let’s focus on what to do when uncertainty is certain and you just don’t know how “the world will behave tomorrow.” Here are some tips:

Revisit your assumptions – you assume things because you want to simplify the world and convert uncertainty into risk. If you assume that there are three possible outcomes, for instance, you can start assigning probabilities to each and treat them as risks. But what if there’s a fourth outcome that you assumed just couldn’t happen? That’s where the problem lies. It helps to list your assumptions and share them with others. Do they agree that your assumptions cover all the bases?

Study history – A few days ago I read an article about the coal industry in the United States. In 2008 and 2009, many American coal companies assumed that China’s appetite for coal was insatiable. These companies invested heavily in coal production and went bankrupt when their assumption proved wrong. Studying examples like this can help us understand our own assumptions and where our blind spots are.

Slow down – speed is the enemy of good decision-making. Step back, look around, consult with diverse analysts, and maybe even do a little yoga to relax. You won’t make good decisions when you’re hurried and stressed.

Recognize randomness – we love to make up stories to explain why things happened the way they did. Michael Mauboussin calls our desire to explain things an itch that must be scratched. Resist the temptation to scratch it. Recognizing randomness will help you expand your assumptions and deal more effectively with a wide range of possibilities.

Sharpen your observational skills – we jump to conclusions far too often because we don’t pay close attention to indicators and signals in the environment. Observation is a skill like any other – we can practice it and improve it. Here are some tips on how to do just that.

Include observers with fluid intelligence – those of us with some years of experience on our resumé have a lot of crystallized intelligence. We think we know what’s going to happen because we’ve seen it all before. We grow overconfident in our ability to predict the future. It’s a good idea to include on your team people who have more fluid intelligence. They haven’t seen it all before and, therefore, they make fewer assumptions. They don’t know that they don’t know which makes them more acute observers.

Invest in information – Nathan Bennett and James Lemoine summarize the situation in their article on VUCA: “Invest in information – collect, interpret, and share it. This works best in conjunction with structural changes, such as adding information analysis networks, that can reduce ongoing uncertainty.”