Apophenia is the experience of perceiving meaningful patterns in data that do not actually manifest those patterns. Klaus Conrad, a German neurologist and psychiatrist, introduced the term in the 1950s, and although its meaning has evolved somewhat since then, there's little doubt that it describes a real human experience.
For example, people tend to believe that craps players who make several "passes" (winning throws) are "hot." They believe that there is a causal connection between recent past throws and the outcome of the next throw. In fact, if the game is honest, there are no meaningful patterns at all, at least none that have any causal relation to the outcome of the next throw. Each throw is random and independent of all others.
Apophenia is related to — or similar to or identical to — a rather numerous collection of behavioral phenomena, including conspiracy theories, the clustering illusion, pareidolia, and the whimsically named but quite serious Texas Sharpshooter Fallacy. I'll let you explore this territory on your own (see links below). For now, let's take a look at some of the manifestations of apophenia and its cousins in the workplace.
- Celebrity leaders and visionaries
- Sometimes leaders or visionaries acquire reputations within their organizations based on past performance. A belief takes hold: "She was so brilliant on Marigold that she must have the magic touch." But in most organizations, success is organizational — many people and processes contribute. Celebrity leaders or visionaries might have made significant contributions, but many others did too, and chance almost certainly played a role.
- Outcasts, pariahs, and other lowlifes
- Just as some become mythically heroic, others become outcasts or pariahs, based on perceived patterns that are actually irrelevant. Many a career has been destroyed by those who attribute meaning to supposed patterns beyond what the evidence actually justifies. Some wily managers — or in professional sports, wily coaches — have built successful organizations by prowling the marketplace for good people erroneously tagged as inept or untalented.
- Political plots
- When we participate Just as some become mythically
heroic, others become outcasts
or pariahs, based on perceived
patterns that are actually
irrelevantin workplace politics, we must necessarily interpret information that's inherently ambiguous. Interpreting as malicious and personally motivated the actions of someone you don't know well might be incorrect. Not everything such people do is aimed at you.
- Location, location, location
- Some believe that locating a facility in a fashionable district is important to business success. They point to geographical clustering of their competitors as justification for their belief. For some businesses, a particular address can be important. But is it truly necessary for your business?
When someone has exhibited a tendency to identify meaningful patterns when none exist, we have a tendency to believe that they are exhibiting a propensity for apophenia. But beware. That belief itself might be an example of apophenia. Top Next Issue
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For those who wish to pursue this topic, check out these sources:
- Pareidolia is the psychological phenomenon typified by seeing images of animals or faces in clouds, or hearing hidden messages in audio recordings played in reverse.
- The clustering illusion is the tendency to perceive erroneously that small samples from random distributions have significant "streaks" or "clusters."
- The Texas sharpshooter fallacy is a logical fallacy in which an assertion about the existence of a pattern is based on similarities among pieces of information that have no relationship to one another, ignoring any contradictory data.
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More articles on Critical Thinking at Work:
- Interviewing the Willing: Tactics
- When we need information from each other, even when the source is willing, we sometimes fail to expose
critical facts. Here are some tactics for eliciting information from the willing.
- A Review of Performance Reviews: The Checkoff
- As practiced in most organizations, performance reviews, especially annual performance reviews, are
toxic both to the organization and its people. A commonly used tool, the checkoff, is especially deceptive.
- When Fixing It Doesn't Fix It: I
- When complex systems misbehave, a common urge is to find any way at all to end the misbehavior. Succumbing
to that urge can be a big mistake. Here's why we succumb.
- The Paradox of Carefully Chosen Words
- When we take special care in choosing our words, so as to avoid creating misimpressions, something strange
often happens: we create a misimpression of ignorance or deceitfulness. Why does this happen?
- Exploiting Functional Fixedness: II
- A cognitive bias called functional fixedness causes difficulty in recognizing new uses for
familiar things. It also makes for difficulty in recognizing devious uses of everyday behaviors. Here's
Part II of a catalog of deviousness based on functional fixedness.
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- And on October 30: Power Distance and Risk
- Managing or responding to project risks is much easier when team culture encourages people to report problems and question any plans they have reason to doubt. Here are five examples that show how such encouragement helps to manage risk. Available here and by RSS on October 30.
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- The Race to the South Pole: Lessons in Leadership
On 14 December 1911, four men led by Roald Amundsen reached the South Pole. Thirty-five days later, Robert F. Scott and four others followed. Amundsen had won the race to the pole. Amundsen's party returned to base on 26 January 1912. Scott's party perished. As historical drama, why this happened is interesting enough. But to organizational leaders, business analysts, project sponsors, and project managers, the story is fascinating. We'll use the history of this event to explore lessons in leadership and its application to organizational efforts. A fascinating and refreshing look at leadership from the vantage point of history. Read more about this program.
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44017: November 7,
Kerzner Lecture Series/International Project Management Day, sponsored by Baldwin Wallace University and the Northeast Ohio Chapter of the Project Management Institute.
- Baldwin-Wallace University, 275 Eastland Road, Berea, Ohio 44017: November 7, Kerzner Lecture Series/International Project Management Day, sponsored by Baldwin Wallace University and the Northeast Ohio Chapter of the Project Management Institute. Register now.
- 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.