
The "Face on Mars" as seen by Viking 1 in 1976 (top), compared to the Mars Global Surveyor image taken in 2001 (bottom). When the image was first released, it set off a flurry of speculation among those unaware of the dangers of apophenia or its cousin, pareidolia. The idea of a face carved on Mars by aliens took root, and even led to the release of a film, Mission to Mars, starring Tim Robbins, Gary Sinise, and Don Cheadle. To this day, the phrase face on Mars gets over 548 million hits at Google, which is most respectable for a thoroughly debunked illusion. Photos courtesy U.S. National Aeronautics and Space Administration, Viking mission and Mars Global Surveyor mission.
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
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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.
For more about apophenia, see "Wishful Thinking and Perception: I," Point Lookout for October 28, 2015, and "Cognitive Biases and Influence: II," Point Lookout for July 13, 2016.
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Related articles
More articles on Critical Thinking at Work:
Decision-Making and the Straw Man
- In project work, we often make decisions with incomplete information. Sometimes we narrow the options
to a few, examine their strengths and risks, and make a choice. In our deliberations, some advocates
use a technique called the Straw Man fallacy. It threatens the soundness of the decision, and its use
is very common.
Working Journals
- Keeping a journal about your work can change how you work. You can record why you did what you did,
and why you didn't do what you didn't. You can record what you saw and what you only thought you saw.
And when you read the older entries, you can see patterns you might never have noticed any other way.
Some Limits of Root Cause Analysis
- Root Cause Analysis uses powerful tools for finding the sources of process problems. The approach has
been so successful that it has become a way of thinking about organizational patterns. Yet, resolving
organizational problems this way sometimes works — and sometimes fails. Why?
When Fixing It Doesn't Fix It: II
- When complex systems misbehave, repairs can require deep thought, inspiration, and careful reasoning.
Here are guidelines for a systematic approach to repairing complex systems.
Manipulators Beware
- 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.
See also Critical Thinking at Work and Rhetorical Fallacies for more related articles.
Forthcoming issues of Point Lookout
Coming April 14: What Micromanaging Is and Isn't
- Micromanaging is a particularly dysfunctional pattern of management behavior, involving interference in the work others are supposedly doing. Confusion about what it is and what it isn't makes effective response difficult. Available here and by RSS on April 14.
And on April 21: Choice-Supportive Bias
- Choice-supportive bias is a cognitive bias that causes us to evaluate our past choices as more fitting than they actually were. The erroneous judgments it produces can be especially costly to organizations interested in improving decision processes. Available here and by RSS on April 21.
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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.
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Webinar Series. PMI members can earn 1.0 Category 'A' PDU by viewing this program. View this program now.
- A recording of a program presented June 29, 2017, Monthly
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Decis
ion-makers in modern organizations commonly demand briefings in the form of bullet points or a series of series of bullet points. But this form of presentation has limited value for complex decisions. We need something more. We actually need to think. Briefers who combine the bullet-point format with a variety of persuasion techniques can mislead decision-makers, guiding them into making poor decisions. Read more about this program.
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- A recording of a program presented June 24, 2020, Monthly
Webinar, sponsored by Technobility
Webinar Series. PMI members can earn 1.0 Category 'A' PDU by viewing this program. View this program now.
- A recording of a program presented June 24, 2020, Monthly
Webinar, sponsored by Technobility
Webinar Series. PMI members can earn 1.0 Category 'A' PDU by viewing this program. View this program now.
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