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's 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
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:
- Think in Living Color
- Feeling trapped, with no clear way out, often leads to anger. One way to defuse your anger is to notice
false traps, particularly the false dichotomy. When you notice that you're the target of a false dichotomy,
you can control your anger more easily — and then the trap often disappears.
- Recovering Time: I
- Where do the days go? How can it be that we spend eight, ten, or twelve hours at work each day and get
so little done? To recover time, limit the fragmentation of your day. Here are some tips for structuring
your working day in larger chunks.
- Inner Babble
- It goes by various names — self-talk, inner dialog, or internal conversation. Because it is so
often disorganized and illogical, I like to call it inner babble. But whatever you call it, it's
often misleading, distracting, and unhelpful. How can you recognize inner babble?
- The Fallacy of Composition
- Rhetorical fallacies are errors of reasoning that introduce flaws in the logic of arguments. Used either
intentionally or by accident, they often lead us to mistaken conclusions. The Fallacy of Composition
is one of the more subtle fallacies, which makes it especially dangerous.
- The Nominal Fallacy at Work
- Using logical fallacies at work — intentionally or otherwise — costs real money. The nominal
fallacy is probably responsible for much delay in addressing our real problems.
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- When manipulators try to manipulate others, they're attempting to unscrupulously influence their targets to decide or act in some way the manipulators prefer. But some targets manage to outwit their manipulators. Available here and by RSS on November 29.
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- Most of what we know about managing projects is useful and effective, but some of what we know "just ain't so." Identifying the fallacies of project management reduces risk and enhances your ability to complete projects successfully. Even more important, avoiding these traps can demonstrate the value and power of the project management profession in general, and your personal capabilities in particular. In this program we describe ten of these beliefs. There are almost certainly many more, but these ten are a good start. We'll explore the situations where these fallacies are most likely to expose projects to risk, and suggest techniques for avoiding them. Read more about this program. Here's a date for this program:
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