Statisticians identified Type I and Type II errors almost 70 years ago. In brief (possibly too brief), a Type I error is a false positive and a Type II error is a false negative. These mistakes can be costly indeed, but they are topics for other days.
The concept of Type III errors is based on a generalization of these first two. The approach I favor is that of Raiffa (see below), who identified Type III errors as those in which one solves the wrong problem correctly. This definition has wide applicability in the realm of workplace politics.
Consider an example. In my workshops I sometimes pose problems like this:
You're in charge of a large, innovative effort for your company, MegaBlunder. Similar but smaller and less complex efforts at MegaBlunder have used SupplierA with satisfactory but not stunningly successful results. Unfortunately, because of the size, complexity, and novelty of your effort, SupplierA cannot meet all your needs. SupplierB can, but because of a bad experience with SupplierB some years ago, there is a "soft" ban of SupplierB, and using them is deprecated. You believe on strong evidence that SupplerB's past is now behind it, but there's some political risk involved in selecting SupplierB. A review of your effort is scheduled for next week. What do you do?
Although this example is expressed in terms of supplier choice, other forms include choices of technologies, locations, markets, and people. We'll stay with the supplier example for concreteness.
Most people address such problems by devising strong defenses of their positions. They gather glowing references from customers of SupplierB, carefully researched evidence of the shortcomings of SupplierA's offerings, and evidence of the strength of SupplierB's offerings. They perform risk analyses of the two alternatives. PowerPoint slides galore. Sometimes it works.
And sometimes not.
Troubles with We are committing a
Type III error when
we correctly solve
the wrong problemcontent-based approaches arise when these approaches comprise Type III errors. When the real problem is political, rather than one of supplier capability, these approaches are correct solutions to the wrong problem.
In our example, suppose that the basis of the ban on SupplierB was actually the damaged relationship between SupplierB's former CEO and MegaBlunder's former CEO. The excuse might have been a pattern of late deliveries, but trust was the real issue. Both CEOs have long since moved on, but the ban remained. A more suitable approach might involve consulting your network to gain a deeper understanding of the issue, and then, possibly with help from others on the executive team, working to remove the ban.
In other words, use politics to solve political problems. Use technology to solve technical problems. Don't use technology to solve political problems, or politics to solve technical problems. Avoid committing Type III errors. Top Next Issue
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Two useful sources:
Raiffa, H. Decision Analysis: Introductory Lectures on Choices Under Uncertainty. New York: Mcgraw-Hill College. Order from Amazon.com
Ian I. Mitroff and Abraham Silvers. Dirty Rotten Strategies: How We Trick Ourselves and Others into Solving the Wrong Problems Precisely. Stanford, CA: Stanford University Press, 2010. Order from Amazon.com
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- Members of high-performing teams rarely hold back effort. But truly high performance is rare in teams.
Here is Part II of our exploration of mechanisms that account for team members' holding back effort
they could contribute.
Forthcoming issues of Point Lookout
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- Shared information bias is widely believed to lead to bad decisions. But over time, it can erode a group's ability to assess reality accurately. That can lead to a widening gap between reality and the group's perceptions of reality. Available here and by RSS on December 12.
- And on December 19: Embarrassment, Shame, and Guilt at Work: Creation
- Three feelings are often confused with each other: embarrassment, shame, and guilt. To understand how to cope with these feelings, begin by understanding what different kinds of situations we use when we create these feelings. Available here and by RSS on December 19.
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- The Power Affect: How We Express Our Personal Power
- Many people who possess real organizational power have a characteristic demeanor. It's the way they project their presence. I call this the power affect. Some people — call them power pretenders — adopt the power affect well before they attain significant organizational power. Unfortunately for their colleagues, and for their organizations, power pretenders can attain organizational power out of proportion to their merit or abilities. Understanding the power affect is therefore important for anyone who aims to attain power, or anyone who works with power pretenders. Read more about this program.
Beware any resource that speaks of "winning" at workplace politics or "defeating" it. You can benefit or not, but there is no score-keeping, and it isn't a game.