
A glass of red wine. In a fascinating study of the effects of marketing cues on the assessment of product quality, researchers conducted a blind wine tasting of three samples under laboratory conditions. The subjects were told only the prices of the wines. Without the subjects' knowledge, one sample was offered twice, once with a low price and once with a high price. All subjects consistently preferred the one they thought was more expensive. To study brain activity, the experiment was conducted using functional magnetic resonance imaging of the subjects' brains. Brain activity indicated that subjects actually experienced enhanced pleasantness when they believed they were consuming more expensive wine. See "Marketing actions can modulate neural representations of experienced pleasantness", by Hilke Plassmann, John O'Doherty, Baba Shiv, and Antonio Rangel. Proceedings of the National Academy of Sciences, January 22, 2008, 105:3, pp. 1050-1054.
When groups make decisions about complex issues, and when complete information isn't available, they do the best they can. Sometimes they believe they're doing the best they can, but they're mistaken in that belief. One pattern that leads groups (and individuals) astray is known as confirmation bias — the tendency to search for or interpret information so as to confirm one's preconceptions. [Nickerson 1998]
We make decisions based in part on prevailing beliefs — what we hold to be true about the matter at hand. Confirmation bias distorts our decision making in three ways. It limits our access to information, it causes us to undervalue information that contradicts prevailing beliefs, and it causes us to overvalue information that confirms prevailing beliefs. Confirmation bias tends to degrade decision quality.
Oddly, even the most educated, intelligent, and accomplished among us are vulnerable to confirmation bias. Here are three indicators that a group discussion might be distorted by confirmation bias.
- Anecdotal evidence
- As a group debates the validity of a hypothesis, advocates might offer an anecdote — a narrative about a specific incident — to confirm their position. Anecdotes, even if true, cannot prove anything. They can only disprove, and to do that, they must be true.
- Anecdotes can serve only two purposes. They can be illustrations of a hypothesis, or they can disprove a hypothesis. And numbers make no difference. A million anecdotes consistent with a hypothesis do not outweigh one anecdote that provides a counterexample.
- Eerie correlations of unlikely conditions
- Some believeConfirmation bias tends to
degrade decision quality that hypotheses can be proven by patterns of unlikely events or conditions. Most noticeable when used by conspiracy theorists, this line of pseudo-reasoning is very common, though less noticed, in more mundane discussions as well. For instance, it might be used in product development, as a group speculates about the possible motives or next moves of a competitor, based on a series of hires the competitor recently made. - A humorous example of this kind of thinking is the probably apocryphal quote often attributed to the late actor Paul Newman: "24 hours in a day, 24 beers in a case. Coincidence? I think not."
- Evidence consisting of failure to disprove
- Failure to disprove a hypothesis doesn't, in itself, constitute proof of the hypothesis — it simply leaves the hypothesis standing. Some feel that if fifteen attempts to disprove fail, and only two succeed, then the odds are good that the hypothesis is true.
- Not so. If an attempt to disprove the hypothesis does succeed, then the hypothesis is disproved. There's wiggle room only if the various attempts to disprove are each suggestive, but inconclusive.
Next time we'll examine some of the effects of confirmation bias on thought processes. Next issue in this series
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Related articles
More articles on Emotions at Work:
When Naming Hurts
- One of our great strengths as Humans is our ability to name things. Naming empowers us by helping us
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to denigrate, to disempower, and even to dehumanize. When we abuse this tool, we hurt our companies,
our colleagues, and ourselves.
Planning Your Getaway
- For many of us, taking a vacation can be a burden. We ask ourselves, "How can I get away now?"
And sometimes we have the answer: "I can't." How can we feel relaxed about taking time off?
Ethical Influence: II
- When we influence others as they're making tough decisions, it's easy to enter a gray area. How can
we be certain that our influence isn't manipulation? How can we influence others ethically?
Scope Creep, Hot Hands, and the Illusion of Control
- Despite our awareness of scope creep's dangerous effects on projects and other efforts, we seem unable
to prevent it. Two cognitive biases — the "hot hand fallacy" and "the illusion
of control" — might provide explanations.
Directed Attention Fatigue
- Humans have a limited capacity to concentrate attention on thought-intensive tasks. After a time, we
must rest and renew. Most brainwork jobs aren't designed with this in mind.
See also Emotions at Work and Emotions at Work for more related articles.
Forthcoming issues of Point Lookout
Coming April 30: On Planning in Plan-Hostile Environments: II
- When we finally execute plans, we encounter obstacles. So we find workarounds or adjust the plans. But there are times when nothing we try gets us back on track. When this happens for nearly every plan, we might be working in a plan-hostile environment. Available here and by RSS on April 30.
And on May 7: Subject Matter Bullying
- Most workplace bullying tactics have analogs in the schoolyard — isolation, physical attacks, name-calling, and rumor-mongering are common examples. Subject matter bullying might be an exception, because it requires expertise in a sophisticated knowledge domain. And that's where trouble begins. Available here and by RSS on May 7.
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