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Apophenia
Tendency to perceive connections between unrelated things
Tendency to perceive connections between unrelated things
Apophenia () is the tendency to perceive meaningful connections between unrelated things.
The term ( from the ) was coined by psychiatrist Klaus Conrad in his 1958 publication on the beginning stages of schizophrenia. He defined it as "unmotivated seeing of connections [accompanied by] a specific feeling of abnormal meaningfulness".
Apophenia has also come to describe a human propensity to unreasonably seek definite patterns in random information, which can occur in gambling.
Introduction
Apophenia can be considered a commonplace effect of brain function. Taken to an extreme, however, it can be a symptom of psychiatric dysfunction, for example as a symptom in paranoid schizophrenia, where a patient sees hostile patterns (for example a conspiracy to persecute them) in ordinary actions.
Apophenia is also typical of conspiracy theories, where coincidences may be woven together into an apparent plot.
Examples
Pareidolia
Main article: Pareidolia
Pareidolia is a type of apophenia involving the perception of images or sounds in random stimuli.
A common example is the perception of a face within an inanimate object—the headlights and grill of an automobile may appear to be "grinning". People around the world see the "Man in the Moon". People sometimes see the face of a religious figure in a piece of toast or in the grain of a piece of wood. There is strong evidence that psychedelic drugs tend to induce or enhance pareidolia.
Pareidolia usually occurs as a result of the fusiform face area—which is the part of the human brain responsible for seeing faces—mistakenly interpreting an object, shape or configuration with some kind of perceived "face-like" features as being a face.
Gambling
Gamblers may imagine that they see patterns in the numbers that appear in lotteries, card games, or roulette wheels, where no such patterns exist. A common example of this is the gambler's fallacy.
Statistics
In statistics, apophenia is an example of a type I error – the false identification of patterns in data. It may be compared to a so-called false positive in other test situations.
Causes
Although there is no confirmed reason for why apophenia occurs, there are some respected theories.
Models of pattern recognition
Pattern recognition is a cognitive process that involves retrieving information either from long-term, short-term, or working memory and matching it with information from stimuli. There are three different ways in which this may happen and go wrong, resulting in apophenia.
Template matching
The stimulus is compared to templates, which are abstracted or partial representations of previously seen stimuli. These templates are stored in long-term memory as a result of past learning or educational experiences. For example, D, d, D, d, D and d are all recognized as the same letter.
Template-matching detection processes, when applied to more complex data sets (such as, for example, a painting or clusters of data) can result in the wrong template being matched. A false positive detection will result in apophenia.
Prototype matching
This is similar to template matching, except for the fact that prototypes are complete representations of a stimulus. The prototype need not be something that has been previously seen—for example it might be an average or amalgam of previous stimuli. Crucially, an exact match is not needed.
An example of prototype matching would be to look at an animal such as a tiger and instead of recognizing that it has features that match the definition of a tiger (template matching), recognizing that it's similar to a particular mental image one has of a tiger (prototype matching).
This type of pattern recognition can result in apophenia based on the fact that since the brain is not looking for exact matches, it can pick up some characteristics of a match and assume it fits.
Feature analysis
The stimulus is first broken down into its features and then processed. This model of pattern recognition says that the processing goes through four stages: detection, pattern dissection, feature comparison in memory, and recognition.
Evolution
One of the explanations put forth by evolutionary psychologists for apophenia is that it is not a flaw in the cognition of human brains but rather something that has come about through years of need. The study of this topic is referred to as error management theory.
One of the most accredited studies in this field is Skinner's box. This experiment involved taking a hungry pigeon, placing it in a box and releasing food pellets at random times. The pigeon received a food pellet while performing some action; and so, rather than attributing the arrival of the pellet to randomness, the pigeon repeats that action, and continues to do so until another pellet falls. As the pigeon increases the number of times it performs the action, it gains the impression that it also increased the times it was "rewarded" with a pellet, although the release in fact remained entirely random.
References
References
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- Carroll, Robert T.. "apophenia".
- Conrad, Klaus. (1958). "Die beginnende Schizophrenie. Versuch einer Gestaltanalyse des Wahns". Georg Thieme Verlag.
- Mishara, Aaron. (2010). "Klaus Conrad (1905–1961): Delusional Mood, Psychosis and Beginning Schizophrenia.". Schizophr Bull.
- McFarland Publishing]], 2001) {{ISBN. 978-0786409846
- Hubscher, Sandra L. (4 November 2007). "Apophenia: Definition and Analysis". Digital Bits Network, LLC.
- Shiel Jr., William C.. (21 December 2018). "Medical Definition of Apophenia".
- Poulsen, Bruce. "[https://www.psychologytoday.com/us/blog/reality-play/201207/being-amused-apophenia Reality Play: Being Amused by Apophenia"], ''[[Psychology Today]]'', 31 July 2012. Retrieved 11 August 2020.
- Svoboda, Elizabeth. (13 February 2007). "Facial Recognition – Brain – Faces, Faces Everywhere". New York Times.
- Watkins, Matthew. (10 June 2022). "Faces in things? Psychedelic visuals, Pareidolia and AI". [[University of Exeter]].
- (July 2014). "Illusionary pattern detection in habitual gamblers". Evolution and Human Behavior.
- Waldman, Katy. (16 September 2014). "It's All Connected".
- Conrad, Klaus. (1959). "Gestaltanalyse und Daseinsanalytik".
- Love, Shayla. (2023-09-19). "When the human tendency to detect patterns goes too far {{!}} Psyche Ideas".
- (December 2008). "Patternicity". Scientific American.
- GrrlScientist. (29 September 2010). "Michael Shermer: The pattern behind self-deception". [[The Guardian]].
- Brogaard, Berit. (25 February 2025). "Why Do Bad Things Seem to Happen in Clusters?".
- (2015-11-13). "Pathologic and molecular investigations of the ABC breast cancer 'cluster'". National Breast Cancer Foundation.
- (2016-03-21). "Pattern Recognition and Your Brain". psychology24.org.
- (2013). "Cognitive Psychology". Pearson.
- Haselton, Martie. (January 2000). "Error Management Theory".
- Inglis-Arkell, Esther. "How pigeons get to be superstitious". io9.
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