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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 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 compelling sense of reality. They are distinguishable from several related phenomena, such as dreaming ( REM sleep), which does not involve wakefulness; pse ...
s. Apophenia has also come to describe a human propensity to unreasonably seek definite patterns in random information, such as can occur in
gambling Gambling (also known as betting or gaming) is the wagering of something of Value (economics), value ("the stakes") on a Event (probability theory), random event with the intent of winning something else of value, where instances of strategy (ga ...
.


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
schizophrenia Schizophrenia () is a mental disorder characterized variously by hallucinations (typically, Auditory hallucination#Schizophrenia, hearing voices), delusions, thought disorder, disorganized thinking and behavior, and Reduced affect display, f ...
, 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 asserts the existence of a conspiracy (generally by powerful sinister groups, often political in motivation), when other explanations are more probable.Additional sources: * ...
, 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 syste ...
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 m ...
". People sometimes see the face of a religious figure in a piece of toast or in the
grain A grain is a small, hard, dry fruit (caryopsis) – with or without an attached husk, hull layer – harvested for human or animal consumption. A grain crop is a grain-producing plant. The two main types of commercial grain crops are cereals and ...
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 A lottery (or lotto) 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 som ...
,
card game A card game is any game that uses playing cards as the primary device with which the game is played, whether the cards are of a traditional design or specifically created for the game (proprietary). Countless card games exist, including famil ...
s, or roulette wheels, where no such patterns exist. A common example of this is the
gambler's fallacy The gambler's fallacy, also known as the Monte Carlo fallacy or the fallacy of the maturity of chances, is the belief that, if an event (whose occurrences are Independent and identically distributed random variables, independent and identically dis ...
.


Statistics

In statistics, apophenia is an example of a
type I error Type I error, or a false positive, is the erroneous rejection of a true null hypothesis in statistical hypothesis testing. A type II error, or a false negative, is the erroneous failure in bringing about appropriate rejection of a false null hy ...
– the false identification of patterns in data. It may be compared to a so-called ''false positive'' in other test situations.


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 everything in existence; everything that is not imagination, imaginary. Different Culture, cultures and Academic discipline, academic disciplines conceptualize it in various ways. Philosophical questions abo ...
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 philosophy, philosophical idea that only one's mind is sure to exist. As an epistemology, epistemological position, solipsism holds that knowledge of anything outside one's own mind is unsure; the Reality, external world ...
, and paranoid—"being observed, spoken about, the object of eavesdropping, followed by strangers".


Synchronicity

Synchronicity can be considered synonymous with correlation, without any statement about the veracity of various causal inferences.


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 pseudoscientif ...
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 St ...
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. One case, during the early 2000s, involved the occurrence of breast cancer among employees of
ABC Studios ABC Signature was a production arm of the American Broadcasting Company (ABC), which is a subsidiary of Disney Television Studios, a sub-division of the Disney Entertainment business segment and division of The Walt Disney Company. The studio's ...
in
Queensland Queensland ( , commonly abbreviated as Qld) is a States and territories of Australia, state in northeastern Australia, and is the second-largest and third-most populous state in Australia. It is bordered by the Northern Territory, South Austr ...
. A study found that the incidence of breast cancer at the studios was six times the rate in the rest of Queensland. An examination found no
correlation In statistics, correlation or dependence is any statistical relationship, whether causal or not, between two random variables or bivariate data. Although in the broadest sense, "correlation" may indicate any type of association, in statistics ...
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 apophenia occurs, there are some respected theories.


Models of pattern recognition

Pattern recognition Pattern recognition is the task of assigning a class to an observation based on patterns extracted from data. While similar, pattern recognition (PR) is not to be confused with pattern machines (PM) which may possess PR capabilities but their p ...
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 Pattern recognition is the task of assigning a class to an observation based on patterns extracted from data. While similar, pattern recognition (PR) is not to be confused with pattern machines (PM) which may possess PR capabilities but their p ...
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 task of assigning a class to an observation based on patterns extracted from data. While similar, pattern recognition (PR) is not to be confused with pattern machines (PM) which may possess PR capabilities but their p ...
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 A box (plural: boxes) is a container with rigid sides used for the storage or transportation of its contents. Most boxes have flat, parallel, rectangular sides (typically rectangular prisms). Boxes can be very small (like a matchbox) or v ...
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.


See also

* Barnum effect *
Confirmation bias Confirmation bias (also confirmatory bias, myside bias, or congeniality bias) is the tendency to search for, interpret, favor and recall information in a way that confirms or supports one's prior beliefs or Value (ethics and social sciences), val ...
*
False equivalence A false equivalence or false equivalency is an informal fallacy in which an equivalence is drawn between two subjects based on flawed, faulty, or false reasoning. This fallacy is categorized as a fallacy of inconsistency. Colloquially, a false ...
* Ideas and delusions of reference * Magical thinking *''
Post hoc ergo propter hoc ''Post hoc ergo propter hoc'' (Latin: 'after this, therefore because of this') is an informal fallacy that states "Since event Y ''followed'' event X, event Y must have been ''caused'' by event X." It is a fallacy in which an event is presumed to ...
'' * Texas sharpshooter fallacy


References


Further reading

* *


External links

* {{DEFAULTSORT:Apophenia Cognitive biases Randomness