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Apophenia () is the tendency to perceive meaningful connections between unrelated things. The term (German: ' from the Greek verb ''ἀποφαίνειν'' (apophaínein)) was coined by psychiatrist Klaus Conrad in his 1958 publication on the beginning stages of schizophrenia. He defined it as "unmotivated seeing of connections ccompanied bya specific feeling of abnormal meaningfulness". He described the early stages of delusional thought as self-referential over-interpretations of actual sensory perceptions, as opposed to
hallucination A hallucination is a perception in the absence of an external stimulus that has the qualities of a real perception. Hallucinations are vivid, substantial, and are perceived to be located in external objective space. Hallucination is a combinati ...
s. Apophenia has also come to describe a human propensity to unreasonably seek patterns in random information, such as can occur while
gambling Gambling (also known as betting or gaming) is the wagering of something of value ("the stakes") on a random event with the intent of winning something else of value, where instances of strategy are discounted. Gambling thus requires three el ...
.


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 Schizophrenia is a mental disorder characterized by continuous or relapsing episodes of psychosis. Major symptoms include hallucinations (typically hearing voices), delusions, and disorganized thinking. Other symptoms include social w ...
, where a patient sees hostile patterns (for example, a conspiracy to persecute them) in ordinary actions. Apophenia is also typical of
conspiracy theories A conspiracy theory is an explanation for an event or situation that invokes a conspiracy by sinister and powerful groups, often political in motivation, when other explanations are more probable.Additional sources: * * * * The term has a nega ...
, where coincidences may be woven together into an apparent plot.


Examples


Pareidolia

Pareidolia is a type of apophenia involving the
perception Perception () is the organization, identification, and interpretation of sensory information in order to represent and understand the presented information or environment. All perception involves signals that go through the nervous system ...
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 In many cultures, several pareidolic images of a human face, head or body are recognized in the disc of the full moon; they are generally known as the Man in the Moon. The images are based on the appearance of the dark areas (known as lunar ma ...
". 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 the use of
psychedelic drugs Psychedelics are a subclass of hallucinogenic drugs whose primary effect is to trigger non-ordinary states of consciousness (known as psychedelic experiences or "trips").Pollan, Michael (2018). ''How to Change Your Mind: What the New Science of ...
tends to induce or enhance pareidolia. Pareidolia usually occurs as a result of the
fusiform face area The fusiform face area (FFA, meaning spindle-shaped face area) is a part of the human visual system (while also activated in people blind from birth) that is specialized for facial recognition. It is located in the inferior temporal cortex ( ...
—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 A lottery is a form of gambling that involves the drawing of numbers at random for a prize. Some governments outlaw lotteries, while others endorse it to the extent of organizing a national or state lottery. It is common to find some degree of ...
,
card game A card game is any game using playing cards as the primary device with which the game is played, be they traditional or game-specific. Countless card games exist, including families of related games (such as poker). A small number of card ga ...
s, or
roulette wheel Roulette is a casino game named after the French word meaning ''little wheel'' which was likely developed from the Italian game Biribi''.'' In the game, a player may choose to place a bet on a single number, various groupings of numbers, the ...
s, 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 In statistical hypothesis testing, a type I error is the mistaken rejection of an actually true null hypothesis (also known as a "false positive" finding or conclusion; example: "an innocent person is convicted"), while a type II error is the fa ...
– the false identification of patterns in data. It may be compared to a so-called ''false positive'' in other test situations.


Finance

The problem of apophenia in finance has been addressed in academic articles. More specifically, within the world of finance itself, the examples most prone to apophenia are trading, structuring, sales and compensation.


Related terms

In contrast to an epiphany, an apophany (i.e., an instance of apophenia) does not provide insight into the nature of
reality Reality is the sum or aggregate of all that is real or existent within a system, as opposed to that which is only imaginary. The term is also used to refer to the ontological status of things, indicating their existence. In physical terms, r ...
nor its interconnectedness, but is a "process of repetitively and monotonously experiencing abnormal meanings in the entire surrounding experiential field". Such meanings are entirely self-referential,
solipsistic Solipsism (; ) is the philosophical idea that only one's mind is sure to exist. As an epistemological position, solipsism holds that knowledge of anything outside one's own mind is unsure; the external world and other minds cannot be known ...
, and paranoid—"being observed, spoken about, the object of eavesdropping, followed by strangers". Thus the English term "apophenia" has a somewhat different meaning than that which Conrad defined when he coined the term "Apophänie".


Synchronicity


"Patternicity"

In 2008,
Michael Shermer Michael Brant Shermer (born September 8, 1954) is an American science writer, historian of science, executive director of The Skeptics Society, and founding publisher of ''Skeptic'' magazine, a publication focused on investigating pseudoscientifi ...
coined the word "patternicity", defining it as "the tendency to find meaningful patterns in meaningless noise".


"Agenticity"

In ''The Believing Brain'' (2011), Shermer wrote that humans have "the tendency to infuse patterns with meaning, intention, and agency", which he called "agenticity".


Clustering illusion

A
clustering illusion The clustering illusion is the tendency to erroneously consider the inevitable "streaks" or "clusters" arising in small samples from random distributions to be non-random. The illusion is caused by a human tendency to underpredict the amount of v ...
is a type of cognitive bias in which a person sees a pattern in a random sequence of numbers or events. Many theories have been disproved as a result of this bias being highlighted. Another case, during the early 2000s, involved the occurrence of breast cancer among employees of
ABC Studios ABC Signature is an American television production studio that is a subsidiary of Disney Television Studios, a division of Walt Disney Television, which is part of the Disney General Entertainment Content division of The Walt Disney Company. ...
in
Queensland ) , nickname = Sunshine State , image_map = Queensland in Australia.svg , map_caption = Location of Queensland in Australia , subdivision_type = Country , subdivision_name = Australia , established_title = Before federation , establishe ...
. A study found that the incidence of breast cancer at the studios was six times higher than the rate in the rest of Queensland. However, an examination found no correlation between the heightened incidence and any factors related to the site, or any genetic or lifestyle factors of the employees.


Causes

Although there is no confirmed reason as to why it occurs, there are some respected theories.


Models of pattern recognition

Pattern recognition Pattern recognition is the automated recognition of patterns and regularities in data. It has applications in statistical data analysis, signal processing, image analysis, information retrieval, bioinformatics, data compression, computer graphics ...
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'' 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 Pattern recognition is the automated recognition of patterns and regularities in data. It has applications in statistical data analysis, signal processing, image analysis, information retrieval, bioinformatics, data compression, computer graphics ...
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. This is more common with pareidolia than data collection.


Feature analysis

The stimulus is first broken down into its features and then processed. This model of
pattern recognition Pattern recognition is the automated recognition of patterns and regularities in data. It has applications in statistical data analysis, signal processing, image analysis, information retrieval, bioinformatics, data compression, computer graphics ...
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.


In art


Literature

*
William Gibson William Ford Gibson (born March 17, 1948) is an American-Canadian speculative fiction writer and essayist widely credited with pioneering the science fiction subgenre known as ''cyberpunk''. Beginning his writing career in the late 1970s, hi ...
's ''
Pattern Recognition Pattern recognition is the automated recognition of patterns and regularities in data. It has applications in statistical data analysis, signal processing, image analysis, information retrieval, bioinformatics, data compression, computer graphics ...
'' *
Jorge Luis Borges Jorge Francisco Isidoro Luis Borges Acevedo (; ; 24 August 1899 – 14 June 1986) was an Argentine short-story writer, essayist, poet and translator, as well as a key figure in Spanish-language and international literature. His best-known b ...
's '' Library of Babel'' *
Umberto Eco Umberto Eco (5 January 1932 – 19 February 2016) was an Italian medievalist, philosopher, semiotician, novelist, cultural critic, and political and social commentator. In English, he is best known for his popular 1980 novel ''The Name of th ...
's ''
Foucault's Pendulum ''Foucault's Pendulum'' (original title: ''Il pendolo di Foucault'' ) is a novel by Italian writer and philosopher Umberto Eco. It was first published in 1988, and an English translation by William Weaver appeared a year later. ''Foucault's P ...
'' *
Stanislaw Lem Stanislav and variants may refer to: People *Stanislav (given name), a Slavic given name with many spelling variations (Stanislaus, Stanislas, Stanisław, etc.) Places * Stanislav, a coastal village in Kherson, Ukraine * Stanislaus County, Cali ...
's ''
His Master's Voice His Master's Voice (HMV) was the name of a major British record label created in 1901 by The Gramophone Co. Ltd. The phrase was coined in the late 1890s from the title of a painting by English artist Francis Barraud, which depicted a Jack Russ ...
'' * Peter Watts's ''
Blindsight Blindsight is the ability of people who are cortically blind to respond to visual stimuli that they do not consciously see due to lesions in the primary visual cortex, also known as the striate cortex or Brodmann Area 17. The term was coined by L ...
'' *
Vladimir Nabokov Vladimir Vladimirovich Nabokov (russian: link=no, Владимир Владимирович Набоков ; 2 July 1977), also known by the pen name Vladimir Sirin (), was a Russian-American novelist, poet, translator, and entomologist. Bor ...
's "
Signs and Symbols "Signs and Symbols" is a short story by Vladimir Nabokov, written in English and first published, May 15, 1948 in ''The New Yorker'' and then in ''Nabokov's Dozen'' (1958: Doubleday & Company, Garden City, New York). In ''The New Yorker'', the st ...
" * Samuel R. Delany's " Dhalgren" * John Gardner's '' Grendel''


Films

* ''
The Number 23 ''The Number 23'' is a 2007 American thriller film written by Fernley Phillips and directed by Joel Schumacher. Jim Carrey stars as a man who becomes obsessed with the 23 enigma once he reads about it in a strange book that seemingly mirrors his ...
'' (2007) * '' 23'' (1998) * ''
A Beautiful Mind (film) ''A Beautiful Mind'' is a 2001 American biographical drama film directed by Ron Howard. Written by Akiva Goldsman, its screenplay was inspired by Sylvia Nasar's 1998 biography of the mathematician John Nash, a Nobel Laureate in Economics. ''A ...
'' (2001) * ''
Pi (film) ''Pi'' (stylized as ) is a 1998 American neo-noir psychological thriller film written and directed by Darren Aronofsky in his feature directorial debut. ''Pi'' was filmed on high-contrast black-and-white reversal film and earned Aronofsky the D ...
'' (1998)


Music

* Dark Side of the Rainbow


See also

*
Pareidolia Pareidolia (; ) is the tendency for perception to impose a meaningful interpretation on a nebulous stimulus, usually visual, so that one sees an object, pattern, or meaning where there is none. Common examples are perceived images of animals, ...
*
Alignments of random points Alignments of random points in a plane can be demonstrated by statistics to be counter-intuitively easy to find when a large number of random points are marked on a bounded flat surface. This has been put forward as a demonstration that ley lin ...
* Anthropomorphism * Causality * Confirmation bias *
False equivalence False equivalence is an informal fallacy in which an equivalence is drawn between two subjects based on flawed or false reasoning. This fallacy is categorized as a fallacy of inconsistency. Colloquially, a false equivalence is often called "com ...
* Ideas and delusions of reference *
Magical thinking Magical thinking, or superstitious thinking, is the belief that unrelated events are causally connected despite the absence of any plausible causal link between them, particularly as a result of supernatural effects. Examples include the idea that ...
* Texas sharpshooter fallacy * Ideomotor phenomenon


References


Further reading

* *


External links

{{DEFAULTSORT:Apophenia Cognitive biases Randomness