Cognitive dissonance
In the field of psychology, cognitive dissonance is the perception of contradictory information. Relevant items of information include a person's actions, feelings, ideas, beliefs, values, and things in the environment. Cognitive dissonance is typically experienced as psychological stress when persons participate in an action that goes against one or more of those things. According to this theory, when two actions or ideas are not psychologically consistent with each other, people do all in their power to change them until they become consistent. The discomfort is triggered by the person's belief clashing with new information perceived, wherein  the individual tries to find a way to resolve the contradiction to reduce their discomfort. In "When Prophecy Fails: A Social and Psychological Study of a Modern Group That Predicted the Destruction of the World" (1956) and "A Theory of Cognitive Dissonance" (1957), Leon Festinger proposed that human beings strive for internal psychological consistency to function mentally in the real world. A person who experiences internal inconsistency tends to become psychologically uncomfortable and is motivated to reduce the cognitive dissonance. They tend to make changes to justify the stressful behavior, either by adding new parts to the cognition causing the  psychological dissonance (rationalization) or by avoiding circumstances and contradictory information likely to increase the magnitude of the cognitive dissonance (confirmation bias). Coping with the nuances of contradictory ideas or experiences is mentally stressful. It requires energy and effort to sit with those seemingly opposite things that all seem true. Festinger argued that some people would inevitably resolve the dissonance by blindly believing whatever they wanted to believe. Relations among cognitions. To function in the reality of society, human beings continually adjust the correspondence of their mental attitudes and personal actions; such continual adjustments, between cognition and action, result in one  of three relationships with reality: Magnitude of dissonance. The term "magnitude of dissonance" refers to the level of discomfort caused to the person. This can be caused by the relationship between two different internal beliefs, or an action that is incompatible with the beliefs of the person. Two factors determine the degree of psychological dissonance caused by two conflicting cognitions or by two conflicting actions: There is always some degree of dissonance within a person as they go about making decisions, due to the changing quantity and quality of knowledge and wisdom that they gain. The magnitude itself is a  subjective measurement since the reports are self relayed, and there is no objective way as yet to get a clear measurement of the level of discomfort. Reduction. Cognitive dissonance theory proposes that people seek psychological consistency between their expectations of life and the existential reality of the world. To function by that expectation of existential consistency, people continually reduce their cognitive dissonance in order to align their cognitions (perceptions of the world) with their actions. The creation and establishment of psychological consistency allows the person afflicted with cognitive dissonance to lessen mental stress by actions that reduce the magnitude of  the dissonance, realized either by changing with or by justifying against or by being indifferent to the existential contradiction that is inducing the mental stress. In practice, people reduce the magnitude of their cognitive dissonance in four ways: Three cognitive biases are components of dissonance theory. There is a bias where one feels they do not have any biases. The bias where one is "better, kinder, smarter, more moral and nicer than average" is confirmation bias. That consistent psychology is required for functioning in the real world also was indicated in the results of "The Psychology of Prejudice" (2006), wherein  people facilitate their functioning in the real world by employing human categories (i.e. sex and gender, age and race, etc.) with which they manage their social interactions with other people. Based on a brief overview of models and theories related to cognitive consistency from many different scientific fields, such as social psychology, perception, neurocognition, learning, motor control, system control, ethology, and stress, it has even been proposed that "all behaviour involving cognitive processing is caused by the activation of inconsistent cognitions and functions to increase perceived consistency"; that is, all behaviour functions to reduce cognitive inconsistency at some level of  information processing. Indeed, the involvement of cognitive inconsistency has long been suggested for behaviors related to for instance curiosity, and aggression and fear, while it has also been suggested that the inability to satisfactorily reduce cognitive inconsistency may - dependent on the type and size of the inconsistency - result in stress. Selective exposure. Another method to reduce cognitive dissonance is through selective exposure theory. This theory has been discussed since the early days of Festinger's discovery of cognitive dissonance. He noticed that people would selectively expose themselves to some media over others; specifically, they would avoid dissonant messages and prefer  consonant messages. Through selective exposure, people actively (and selectively) choose what to watch, view, or read that fit to their current state of mind, mood or beliefs. In other words, consumers select attitude-consistent information and avoid attitude-challenging information. This can be applied to media, news, music, and any other messaging channel. The idea is, choosing something that is in opposition to how you feel or believe in will increase cognitive dissonance. For example, a study was done in an elderly home in 1992 on the loneliest residents—those that did not have family or frequent visitors. The residents  were shown a series of documentaries: three that featured a "very happy, successful elderly person", and three that featured an "unhappy, lonely elderly person." After watching the documentaries, the residents indicated they preferred the media featuring the unhappy, lonely person over the happy person. This can be attested to them feeling lonely, and experiencing cognitive dissonance watching somebody their age feeling happy and being successful. This study explains how people select media that aligns with their mood, as in selectively exposing themselves to people and experiences they are already experiencing. It is more comfortable to see a movie about a  character that is similar to you than to watch one about someone who is your age who is more successful than you. Another example to note is how people mostly consume media that aligns with their political views. In a study done in 2015, participants were shown "attitudinally consistent, challenging, or politically balanced online news." Results showed that the participants trusted attitude-consistent news the most out of all the others, regardless of the source. It is evident that the participants actively selected media that aligns with their beliefs rather than opposing media. In fact, recent research has suggested that  while a discrepancy between cognitions drives individuals to crave for attitude-consistent information, the experience of negative emotions drives individuals to avoid counterattitudinal information. In other words, it is the psychological discomfort which activates selective exposure as a dissonance-reduction strategy. Paradigms. There are four theoretic paradigms of cognitive dissonance, the mental stress people suffer when exposed to information that is inconsistent with their beliefs, ideals or values: Belief Disconfirmation, Induced Compliance, Free Choice, and Effort Justification, which respectively explain what happens after a person acts inconsistently, relative to their intellectual perspectives; what happens after a person makes decisions and  what are the effects upon a person who has expended much effort to achieve a goal. Common to each paradigm of cognitive-dissonance theory is the tenet: People invested in a given perspective shall—when confronted with contrary evidence—expend great effort to justify retaining the challenged perspective. Belief disconfirmation. The contradiction of a belief, ideal, or system of values causes cognitive dissonance that can be resolved by changing the challenged belief, yet, instead of effecting change, the resultant mental stress restores psychological consonance to the person by misperception, rejection, or refutation of the contradiction, seeking moral support from people  who share the contradicted beliefs or acting to persuade other people that the contradiction is unreal. The early hypothesis of belief contradiction presented in "When Prophecy Fails" (1956) reported that faith deepened among the members of an apocalyptic religious cult, despite the failed prophecy of an alien spacecraft soon to land on Earth to rescue them from earthly corruption. At the determined place and time, the cult assembled; they believed that only they would survive planetary destruction; yet the spaceship did not arrive to Earth. The confounded prophecy caused them acute cognitive-dissonance: Had they been victims of a hoax ? Had they vainly donated away their material possessions? To resolve the dissonance between apocalyptic, end-of-the-world religious beliefs and earthly, material reality, most of the cult restored their psychological consonance by choosing to believe a less mentally-stressful idea to explain the missed landing: that the aliens had given planet Earth a second chance at existence, which, in turn, empowered them to re-direct their religious cult to environmentalism and social advocacy to end human damage to planet Earth. On overcoming the confounded belief by changing to global environmentalism, the cult increased in numbers by proselytism. The study  of "The Rebbe, the Messiah, and the Scandal of Orthodox Indifference" (2008) reported the belief contradiction that occurred in the "Chabad" Orthodox Jewish congregation, who believed that their Rebbe (Menachem Mendel Schneerson) was the Messiah. When he died of a stroke in 1994, instead of accepting that their Rebbe was not the Messiah, some of the congregation proved indifferent to that contradictory fact and continued claiming that Schneerson was the Messiah and that he would soon return from the dead. Induced compliance. In the "Cognitive Consequences of Forced Compliance" (1959), the investigators Leon Festinger and Merrill Carlsmith asked students to  spend an hour doing tedious tasks; e.g. turning pegs a quarter-turn, at fixed intervals. The tasks were designed to induce a strong, negative, mental attitude in the subjects. Once the subjects had done the tasks, the experimenters asked one group of subjects to speak with another subject (an actor) and persuade that impostor-subject that the tedious tasks were interesting and engaging. Subjects of one group were paid twenty dollars ($20); those in a second group were paid one dollar ($1) and those in the control group were not asked to speak with the imposter-subject. At  the conclusion of the study, when asked to rate the tedious tasks, the subjects of the second group (paid $1) rated the tasks more positively than did either the subjects in the first group (paid $20) or the subjects of the control group; the responses of the paid subjects were evidence of cognitive dissonance. The researchers, Festinger and Carlsmith, proposed that the subjects experienced dissonance between the conflicting cognitions. "I told someone that the task was interesting" and "I actually found it boring." The subjects paid one dollar were induced to comply, compelled to internalize the "interesting task  mental attitude because they had no other justification. The subjects paid twenty dollars were induced to comply by way of an obvious, external justification for internalizing the interesting task" mental attitude and experienced a lower degree of cognitive dissonance than did those only paid one dollar. Forbidden behavior paradigm. In the "Effect of the Severity of Threat on the Devaluation of Forbidden Behavior" (1963), a variant of the induced-compliance paradigm, by Elliot Aronson and Carlsmith, examined self-justification in children. Children were left in a room with toys, including a greatly desirable steam shovel, the forbidden toy. Upon leaving  the room, the experimenter told one-half of the group of children that there would be severe punishment if they played with the steam-shovel toy and told the second half of the group that there would be a mild punishment for playing with the forbidden toy. All of the children refrained from playing with the forbidden toy (the steam shovel). Later, when the children were told that they could freely play with any toy they wanted, the children in the mild-punishment group were less likely to play with the steam shovel (the forbidden toy), despite the removal of  the threat of mild punishment. The children threatened with mild punishment had to justify, to themselves, why they did not play with the forbidden toy. The degree of punishment was insufficiently strong to resolve their cognitive dissonance; the children had to convince themselves that playing with the forbidden toy was not worth the effort. In "The Efficacy of Musical Emotions Provoked by Mozart's Music for the Reconciliation of Cognitive Dissonance" (2012), a variant of the forbidden-toy paradigm, indicated that listening to music reduces the development of cognitive dissonance. Without music in the background, the control group of four -year-old children were told to avoid playing with a forbidden toy. After playing alone, the control-group children later devalued the importance of the forbidden toy. In the variable group, classical music played in the background while the children played alone. In the second group, the children did not later devalue the forbidden toy. The researchers, Nobuo Masataka and Leonid Perlovsky, concluded that music might inhibit cognitions that induce cognitive dissonance. Music is a stimulus that can diminish post-decisional dissonance; in an earlier experiment, "Washing Away Postdecisional Dissonance" (2010), the researchers indicated that the actions of hand-washing  might inhibit the cognitions that induce cognitive dissonance. That study later failed to replicate. Free choice. In the study "Post-decision Changes in Desirability of Alternatives" (1956) 225 female students rated domestic appliances and then were asked to choose one of two appliances as a gift. The results of the second round of ratings indicated that the women students increased their ratings of the domestic appliance they had selected as a gift and decreased their ratings of the appliances they rejected. This type of cognitive dissonance occurs in a person who is faced with a difficult decision and when the  rejected choice may still have desirable characteristics to the chooser. The action of deciding provokes the psychological dissonance consequent to choosing X instead of Y, despite little difference between X and Y; the decision "I chose X" is dissonant with the cognition that "There are some aspects of Y that I like". The study "Choice-induced Preferences in the Absence of Choice: Evidence from a Blind Two-choice Paradigm with Young Children and Capuchin Monkeys" (2010) reports similar results in the occurrence of cognitive dissonance in human beings and in animals. "Peer Effects in Pro-Social Behavior: Social Norms or  Social Preferences?" (2013) indicated that with internal deliberation, the structuring of decisions among people can influence how a person acts. The study suggested that social preferences and social norms can explain peer effects in decision making. The study observed that choices made by the second participant would influence the first participant's effort to make choices and that inequity aversion, the preference for fairness, is the paramount concern of the participants. Effort justification. Cognitive dissonance occurs to a person who voluntarily engages in (physically or ethically) unpleasant activities to achieve a goal. The mental stress caused by the dissonance can  be reduced by the person exaggerating the desirability of the goal. In "The Effect of Severity of Initiation on Liking for a Group" (1956), to qualify for admission to a discussion group, two groups of people underwent an embarrassing initiation of varied psychological severity. The first group of subjects were to read aloud twelve sexual words considered obscene; the second group of subjects were to read aloud twelve sexual words not considered obscene. Both groups were given headphones to unknowingly listen to a recorded discussion about animal sexual behaviour, which the researchers designed to be dull and banal. As the  subjects of the experiment, the groups of people were told that the animal-sexuality discussion actually was occurring in the next room. The subjects whose strong initiation required reading aloud obscene words evaluated the people of their group as more-interesting persons than the people of the group who underwent the mild initiation to the discussion group. In "Washing Away Your Sins: Threatened Morality and Physical Cleansing" (2006), the results indicated that a person washing their hands is an action that helps resolve post-decisional cognitive dissonance because the mental stress usually was caused by the person's ethical–moral  self-disgust, which is an emotion related to the physical disgust caused by a dirty environment. The study "The Neural Basis of Rationalization: Cognitive Dissonance Reduction During Decision-making" (2011) indicated that participants rated 80 names and 80 paintings based on how much they liked the names and paintings. To give meaning to the decisions, the participants were asked to select names that they might give to their children. For rating the paintings, the participants were asked to base their ratings on whether or not they would display such art at home. The results indicated that when the decision is  meaningful to the person deciding value, the likely rating is based on their attitudes (positive, neutral or negative) towards the name and towards the painting in question. The participants also were asked to rate some of the objects twice and believed that, at session's end, they would receive two of the paintings they had positively rated. The results indicated a great increase in the positive attitude of the participant towards the liked pair of things, whilst also increasing the negative attitude towards the disliked pair of things. The double-ratings of pairs of things, towards which the rating participant  had a neutral attitude, showed no changes during the rating period. The existing attitudes of the participant were reinforced during the rating period and the participants suffered cognitive dissonance when confronted by a liked-name paired with a disliked-painting. Examples. Meat-eating. Meat-eating can involve discrepancies between the behavior of eating meat and various ideals that the person holds. Some researchers call this form of moral conflict the "meat paradox". Hank Rothgerber posited that meat eaters may encounter a conflict between their eating behavior and their affections toward animals. This occurs when the dissonant state involves recognition of  one's behavior as a meat eater and a belief, attitude, or value that this behavior contradicts. The person with this state may attempt to employ various methods, including avoidance, willful ignorance, dissociation, perceived behavioral change, and do-gooder derogation to prevent this form of dissonance from occurring. Once occurred, he or she may reduce it in the form of motivated cognitions, such as denigrating animals, offering pro-meat justifications, or denying responsibility for eating meat. The extent of cognitive dissonance with regards to meat eating can vary depending on the attitudes and values of the individual involved because these  can affect whether or not they see any moral conflict with their values and what they eat. For example, individuals who are more dominance minded and who value having a masculine identity are less likely to experience cognitive dissonance because they are less likely to believe eating meat is morally wrong. Smoking. The study "Patterns of Cognitive Dissonance-reducing Beliefs Among Smokers: A Longitudinal Analysis from the International Tobacco Control (ITC) Four Country Survey" (2012) indicated that smokers use justification beliefs to reduce their cognitive dissonance about smoking tobacco and the negative consequences of smoking it. To reduce cognitive dissonance , the participant smokers adjusted their beliefs to correspond with their actions: Unpleasant medical screenings. In a study titled "Cognitive Dissonance and Attitudes Toward Unpleasant Medical Screenings " (2016), researchers Michael R. Ent and Mary A. Gerend informed the study participants about a discomforting test for a specific (fictitious) virus called the "human respiratory virus-27". The study used a fake virus to prevent participants from having thoughts, opinions, and feeling about the virus that would interfere with the experiment. The study participants were in two groups; one group was told that they were actual candidates for the virus-27 test, and the second  group were told they were not candidates for the test. The researchers reported, "We predicted that [study] participants who thought that they were candidates for the unpleasant test would experience dissonance associated with knowing that the test was both unpleasant and in their best interest—this dissonance was predicted to result in unfavorable attitudes toward the test." Related phenomena. Cognitive dissonance may also occur when people seek to explain or justify their beliefs, often without questioning the validity of their claims: After the earthquake of 1934, Bihar, India, irrational rumors based upon fear quickly reached the adjoining communities unaffected by  the disaster because those people, although not in physical danger, psychologically justified their anxieties about the earthquake. The same pattern can be observed when one's convictions are met with a contradictory order. In a study conducted among 6th grade students, after being induced to cheat in an academic examination, students judged cheating less harshly. Nonetheless, the confirmation bias identifies how people readily read information that confirms their established opinions and readily avoid reading information that contradicts their opinions. The confirmation bias is apparent when a person confronts deeply held political beliefs, i.e. when a person is greatly committed to  their beliefs, values, and ideas. If a contradiction occurs between how a person feels and how a person acts, one's perceptions and emotions align to alleviate stress. The Ben Franklin effect refers to that statesman's observation that the act of performing a favor for a rival leads to increased positive feelings toward that individual. It is also possible that one's emotions be altered to minimize the regret of irrevocable choices. At a hippodrome, bettors had more confidence in their horses after the betting than before. Applications. Education. The management of cognitive dissonance readily influences the apparent motivation  of a student to pursue education. The study "Turning Play into Work: Effects of Adult Surveillance and Extrinsic Rewards on Children's Intrinsic Motivation" (1975) indicated that the application of the effort justification paradigm increased student enthusiasm for education with the offer of an external reward for studying; students in pre-school who completed puzzles based upon an adult promise of reward were later less interested in the puzzles than were students who completed the puzzle-tasks without the promise of a reward. The incorporation of cognitive dissonance into models of basic learning-processes to foster the students’ self-awareness  of psychological conflicts among their personal beliefs, ideals, and values and the reality of contradictory facts and information, requires the students to defend their personal beliefs. Afterwards, the students are trained to objectively perceive new facts and information to resolve the psychological stress of the conflict between reality and the student's value system. Moreover, educational software that applies the derived principles facilitates the students’ ability to successfully handle the questions posed in a complex subject. Meta-analysis of studies indicates that psychological interventions that provoke cognitive dissonance in order to achieve a directed conceptual change do increase students’ learning  in reading skills and about science. Psychotherapy. The general effectiveness of psychotherapy and psychological intervention is partly explained by the theory of cognitive dissonance. In that vein, social psychology proposed that the mental health of the patient is positively influenced by his and her action in freely choosing a specific therapy and in exerting the required, therapeutic effort to overcome cognitive dissonance. That effective phenomenon was indicated in the results of the study "Effects of Choice on Behavioral Treatment of Overweight Children" (1983), wherein the children's belief that they freely chose the type of therapy received, resulted in each  overweight child losing a greater amount of excessive body weight. In the study "Reducing Fears and Increasing Attentiveness: The Role of Dissonance Reduction " (1980), people afflicted with ophidiophobia (fear of snakes) who invested much effort in activities of little therapeutic value for them (experimentally represented as legitimate and relevant) showed improved alleviation of the symptoms of their phobia. Likewise, the results of "Cognitive Dissonance and Psychotherapy: The Role of Effort Justification in Inducing Weight Loss" (1985) indicated that the patient felt better in justifying their efforts and therapeutic choices towards effectively losing weight. That the therapy of effort expenditure can  predict long-term change in the patient's perceptions. Social behavior. Cognitive dissonance is used to promote positive social behaviours, such as increased condom use; other studies indicate that cognitive dissonance can be used to encourage people to act pro-socially, such as campaigns against public littering, campaigns against racial prejudice, and compliance with anti-speeding campaigns. The theory can also be used to explain reasons for donating to charity. Cognitive dissonance can be applied in social areas such as racism and racial hatred. Acharya of Stanford, Blackwell and Sen of Harvard state CD increases when an individual commits an  act of violence toward someone from a different ethnic or racial group and decreases when the individual does not commit any such act of violence. Research from Acharya, Blackwell and Sen shows that individuals committing violence against members of another group develop hostile attitudes towards their victims as a way of minimizing CD. Importantly, the hostile attitudes may persist even after the violence itself declines (Acharya, Blackwell, and Sen, 2015). The application provides a social psychological basis for the constructivist viewpoint that ethnic and racial divisions can be socially or individually constructed, possibly from acts of violence (Fearon and Laitin , 2000). Their framework speaks to this possibility by showing how violent actions by individuals can affect individual attitudes, either ethnic or racial animosity (Acharya, Blackwell, and Sen, 2015). Consumer behavior. Pleasure is one of the main factors in our modern culture of consumerism. Once a consumer has chosen to purchase a specific item, they often fear that another choice may have brought them more pleasure. Post purchase dissonance occurs when a purchase is final, voluntary, and significant to the person. This dissonance is a mental discomfort arising from the possibility of dissatisfaction with the purchase, or the regret of not  purchasing a different, potentially more useful or satisfactory good. Consequently, the buyer will "seek to reduce dissonance by increasing the perceived attractiveness of the chosen alternative and devaluing the non chosen item, seeking out information to confirm the decision, or changing attitudes to conform to the decision." In other words, the buyer justifies their purchase to themselves in whatever way they can, in an attempt to convince themself that they made the right decision and to diminish regret. Usually these feelings of regret are more prevalent after online purchases as opposed to in-store purchases. This happens because an online  consumer does not have the opportunity to experience the product in its entirety, and must rely on what information is available through photos and descriptions. On the other hand, in-store shopping can sometimes be even more of an issue for consumers in regards to impulse buying. While the ease of online shopping proves hard to resist for impulse buyers, in-store shoppers may be influenced by who they are with. Shopping with friends increases the risk of impulse buying, especially compared to shopping with people such as one's parents. Post-purchase dissonance does not only affect the consumer ; brands are dependent on customer loyalty, and cognitive dissonance can influence that loyalty. The more positive experiences and emotions that a customer associates with a specific brand, the more likely they are to buy from that brand in the future, recommend it to friends, etc. The opposite is also true, meaning any feelings of discomfort, dissatisfaction, and regret will weaken the consumer's perception of the brand and make them less likely to return as a customer. The study "Beyond Reference Pricing: Understanding Consumers' Encounters with Unexpected Prices " (2003), indicated that when consumers experience an unexpected price encounter, they adopt  three methods to reduce cognitive dissonance: (i) Employ a strategy of continual information; (ii) Employ a change in attitude; and (iii) Engage in minimisation. Consumers employ the strategy of continual information by engaging in bias and searching for information that supports prior beliefs. Consumers might search for information about other retailers and substitute products consistent with their beliefs. Alternatively, consumers might change attitude, such as re-evaluating price in relation to external reference-prices or associating high prices and low prices with quality. Minimisation reduces the importance of the elements of the dissonance; consumers tend to minimise the importance of  money, and thus of shopping around, saving, and finding a better deal. Politics. Cognitive dissonance theory might suggest that since votes are an expression of preference or beliefs, even the act of voting might cause someone to defend the actions of the candidate for whom they voted, and if the decision was close then the effects of cognitive dissonance should be greater. This effect was studied over the 6 presidential elections of the United States between 1972 and 1996, and it was found that the opinion differential between the candidates changed more before and after the election than the opinion  differential of non-voters. In addition, elections where the voter had a favorable attitude toward both candidates, making the choice more difficult, had the opinion differential of the candidates change more dramatically than those who only had a favorable opinion of one candidate. What wasn't studied were the cognitive dissonance effects in cases where the person had unfavorable attitudes toward both candidates. The 2016 U.S. election held historically high unfavorable ratings for both candidates. After the 2020 election, which Joe Biden won, supporters of former President Donald Trump attempted to overturn the results, citing voter fraud. This continued even  after such claims were dismissed by numerous state and federal judges, election officials, governors, and government agencies as completely baseless. This was described as an example of cognitive dissonance. Communication. Cognitive dissonance theory of communication was initially advanced by American psychologist Leon Festinger in the 1960s. Festinger theorized that cognitive dissonance usually arises when a person holds two or more incompatible beliefs simultaneously. This is a normal occurrence since people encounter different situations that invoke conflicting thought sequences. This conflict results in a psychological discomfort. According to Festinger, people experiencing a thought conflict try to reduce the psychological discomfort by  attempting to achieve an emotional equilibrium. This equilibrium is achieved in three main ways. First, the person may downplay the importance of the dissonant thought. Second, the person may attempt to outweigh the dissonant thought with consonant thoughts. Lastly, the person may incorporate the dissonant thought into their current belief system. Dissonance plays an important role in persuasion. To persuade people, you must cause them to experience dissonance, and then offer your proposal as a way to resolve the discomfort. Although there is no guarantee your audience will change their minds, the theory maintains that without dissonance, there can be  no persuasion. Without a feeling of discomfort, people are not motivated to change. Similarly, it is the feeling of discomfort which motivates people to perform selective exposure (i.e., avoiding disconfirming information) as a dissonance-reduction strategy. Artificial Intelligence. It is hypothesized that introducing cognitive dissonance into machine learning may be able to assist in the long-term aim of developing 'creative autonomy' on the part of agents, including in multi-agent systems (such as games), and ultimately to the development of 'strong' forms of artificial intelligence, including artificial general intelligence. Alternative paradigms. Self-perception theory. In "Self-perception: An alternative  interpretation of cognitive dissonance phenomena" (1967), the social psychologist Daryl Bem proposed the self-perception theory whereby people do not think much about their attitudes, even when engaged in a conflict with another person. The Theory of Self-perception proposes that people develop attitudes by observing their own behaviour, and concludes that their attitudes caused the behaviour observed by self-perception; especially true when internal cues either are ambiguous or weak. Therefore, the person is in the same position as an observer who must rely upon external cues to infer their inner state of mind. Self-perception theory proposes that  people adopt attitudes without access to their states of mood and cognition. As such, the experimental subjects of the Festinger and Carlsmith study ("Cognitive Consequences of Forced Compliance", 1959) inferred their mental attitudes from their own behaviour. When the subject-participants were asked: "Did you find the task interesting?", the participants decided that they must have found the task interesting, because that is what they told the questioner. Their replies suggested that the participants who were paid twenty dollars had an external incentive to adopt that positive attitude, and likely perceived the twenty dollars as the reason for saying the  task was interesting, rather than saying the task actually was interesting. The theory of self-perception (Bem) and the theory of cognitive dissonance (Festinger) make identical predictions, but only the theory of cognitive dissonance predicts the presence of unpleasant arousal, of psychological distress, which were verified in laboratory experiments. In "The Theory of Cognitive Dissonance: A Current Perspective" (Aronson, Berkowitz, 1969), Elliot Aronson linked cognitive dissonance to the self-concept: That mental stress arises when the conflicts among cognitions threatens the person's positive self-image. This reinterpretation of the original Festinger and Carlsmith study, using the induced-compliance paradigm , proposed that the dissonance was between the cognitions "I am an honest person." and "I lied about finding the task interesting." The study "Cognitive Dissonance: Private Ratiocination or Public Spectacle?" (Tedeschi, Schlenker, etc. 1971) reported that maintaining cognitive consistency, rather than protecting a private self-concept, is how a person protects their public self-image. Moreover, the results reported in the study "I'm No Longer Torn After Choice: How Explicit Choices Implicitly Shape Preferences of Odors" (2010) contradict such an explanation, by showing the occurrence of revaluation of material items, after the person chose and decided, even after having  forgotten the choice. Balance theory. Fritz Heider proposed a motivational theory of attitudinal change that derives from the idea that humans are driven to establish and maintain psychological balance. The driving force for this balance is known as the "consistency motive", which is an urge to maintain one's values and beliefs consistent over time. Heider's conception of psychological balance has been used in theoretical models measuring cognitive dissonance. According to balance theory, there are three interacting elements: (1) the self (P), (2) another person (O), and (3) an element (X). These are each positioned at one vertex of  a triangle and share two relations: Under balance theory, human beings seek a balanced state of relations among the three positions. This can take the form of three positives or two negatives and one positive: People also avoid unbalanced states of relations, such as three negatives or two positives and one negative: Cost–benefit analysis. In the study "On the Measurement of the Utility of Public Works" (1969), Jules Dupuit reported that behaviors and cognitions can be understood from an economic perspective, wherein people engage in the systematic processing of comparing the costs and benefits of a decision. The psychological  process of cost-benefit comparisons helps the person to assess and justify the feasibility (spending money) of an economic decision, and is the basis for determining if the benefit outweighs the cost, and to what extent. Moreover, although the method of cost-benefit analysis functions in economic circumstances, men and women remain psychologically inefficient at comparing the costs against the benefits of their economic decision. Self-discrepancy theory. E. Tory Higgins proposed that people have three selves, to which they compare themselves: When these self-guides are contradictory psychological distress (cognitive dissonance) results. People are motivated to reduce self-discrepancy  (the gap between two self-guides). Averse consequences vs. inconsistency. During the 1980s, Cooper and Fazio argued that dissonance was caused by aversive consequences, rather than inconsistency. According to this interpretation, the belief that lying is wrong and hurtful, not the inconsistency between cognitions, is what makes people feel bad. Subsequent research, however, found that people experience dissonance even when they feel they have not done anything wrong. For example, Harmon-Jones and colleagues showed that people experience dissonance even when the consequences of their statements are beneficial—as when they convince sexually active students to use condoms, when they , themselves are not using condoms. Criticism of the free-choice paradigm. In the study "How Choice Affects and Reflects Preferences: Revisiting the Free-choice Paradigm" (Chen, Risen, 2010) the researchers criticized the free-choice paradigm as invalid, because the rank-choice-rank method is inaccurate for the study of cognitive dissonance. That the designing of research-models relies upon the assumption that, if the experimental subject rates options differently in the second survey, then the attitudes of the subject towards the options have changed. That there are other reasons why an experimental subject might achieve different rankings in the second  survey; perhaps the subjects were indifferent between choices. Although the results of some follow-up studies (e.g. "Do Choices Affect Preferences? Some Doubts and New Evidence", 2013) presented evidence of the unreliability of the rank-choice-rank method, the results of studies such as "Neural Correlates of Cognitive Dissonance and Choice-induced Preference Change" (2010) have not found the Choice-Rank-Choice method to be invalid, and indicate that making a choice can change the preferences of a person. Action–motivation model. Festinger's original theory did not seek to explain how dissonance works. Why is inconsistency so aversive? The  action–motivation model seeks to answer this question. It proposes that inconsistencies in a person's cognition cause mental stress, because psychological inconsistency interferes with the person's functioning in the real world. Among the ways for coping, the person can choose to exercise a behavior that is inconsistent with their current attitude (a belief, an ideal, a value system), but later try to alter that belief to be consonant with a current behavior; the cognitive dissonance occurs when the person's cognition does not match the action taken. If the person changes the current attitude, after the dissonance occurs , he or she then is obligated to commit to that course of behavior. Cognitive dissonance produces a state of negative affect, which motivates the person to reconsider the causative behavior in order to resolve the psychological inconsistency that caused the mental stress. As the afflicted person works towards a behavioral commitment, the motivational process then is activated in the left frontal cortex of the brain. Predictive dissonance model. The predictive dissonance model proposes that cognitive dissonance is fundamentally related to the predictive coding (or predictive processing) model of cognition. A predictive processing account of the mind proposes that perception actively  involves the use of a Bayesian hierarchy of acquired prior knowledge, which primarily serves the role of predicting incoming proprioceptive, interoceptive and exteroceptive sensory inputs. Therefore, the brain is an inference machine that attempts to actively predict and explain its sensations. Crucial to this inference is the minimization of prediction error. The predictive dissonance account proposes that the motivation for cognitive dissonance reduction is related to an organism's active drive for reducing prediction error. Moreover, it proposes that human (and perhaps other animal) brains have evolved to selectively ignore contradictory information (as proposed by dissonance theory) to prevent the  overfitting of their predictive cognitive models to local and thus non-generalizing conditions. The predictive dissonance account is highly compatible with the action-motivation model since, in practice, prediction error can arise from unsuccessful behavior. Neuroscience findings. Technological advances are allowing psychologists to study the biomechanics of cognitive dissonance. Visualization. The study "Neural Activity Predicts Attitude Change in Cognitive Dissonance" (Van Veen, Krug, etc., 2009) identified the neural bases of cognitive dissonance with functional magnetic resonance imaging (fMRI); the neural scans of the participants replicated the basic findings of the induced-compliance paradigm. When in the fMRI scanner, some of  the study participants argued that the uncomfortable, mechanical environment of the MRI machine nevertheless was a pleasant experience for them; some participants, from an experimental group, said they enjoyed the mechanical environment of the fMRI scanner more than did the control-group participants (paid actors) who argued about the uncomfortable experimental environment. The results of the neural scan experiment support the original theory of Cognitive Dissonance proposed by Festinger in 1957; and also support the psychological conflict theory, whereby the anterior cingulate functions, in counter-attitudinal response, to activate the dorsal anterior cingulate cortex and the anterior insular cortex; the  degree of activation of said regions of the brain is predicted by the degree of change in the psychological attitude of the person. As an application of the free-choice paradigm, the study "How Choice Reveals and Shapes Expected Hedonic Outcome" (2009) indicates that after making a choice, neural activity in the striatum changes to reflect the person's new evaluation of the choice-object; neural activity increased if the object was chosen, neural activity decreased if the object was rejected. Moreover, studies such as "The Neural Basis of Rationalization: Cognitive Dissonance Reduction During Decision-making" (2010) and "How Choice  Modifies Preference: Neural Correlates of Choice Justification" (2011) confirm the neural bases of the psychology of cognitive dissonance. "The Neural Basis of Rationalization: Cognitive Dissonance Reduction During Decision-making" (Jarcho, Berkman, Lieberman, 2010) applied the free-choice paradigm to fMRI examination of the brain's decision-making process whilst the study participant actively tried to reduce cognitive dissonance. The results indicated that the active reduction of psychological dissonance increased neural activity in the right-inferior frontal gyrus, in the medial fronto-parietal region, and in the ventral striatum, and that neural activity decreased in the anterior insula. That the neural  activities of rationalization occur in seconds, without conscious deliberation on the part of the person; and that the brain engages in emotional responses whilst effecting decisions. Emotional correlations. The results reported in "Contributions from Research on Anger and Cognitive Dissonance to Understanding the Motivational Functions of Asymmetrical Frontal Brain Activity" (Harmon-Jones, 2004) indicate that the occurrence of cognitive dissonance is associated with neural activity in the left frontal cortex, a brain structure also associated with the emotion of anger; moreover, functionally, anger motivates neural activity in the left frontal cortex. Applying a directional model of Approach motivation, the study  Anger and the Behavioural Approach System (2003) indicated that the relation between cognitive dissonance and anger is supported by neural activity in the left frontal cortex that occurs when a person takes control of the social situation causing the cognitive dissonance. Conversely, if the person cannot control or cannot change the psychologically stressful situation, he or she is without a motivation to change the circumstance, then there arise other, negative emotions to manage the cognitive dissonance, such as socially inappropriate behavior. The anterior cingulate cortex activity increases when errors occur and are being monitored as well as having  behavioral conflicts with the self-concept as a form of higher-level thinking. A study was done to test the prediction that the left frontal cortex would have increased activity. University students had to write a paper depending on if they were assigned to a high-choice or low-choice condition. The low-choice condition required students to write about supporting a 10% increase in tuition at their university. The point of this condition was to see how significant the counterchoice may affect a person's ability to cope. The high-choice condition asked students to write in favor of  tuition increase as if it were their completely voluntary choice. The researchers use EEG to analyze students before they wrote the essay, as dissonance is at its highest during this time (Beauvois and Joule, 1996). High-choice condition participants showed a higher level of the left frontal cortex than the low-choice participants. Results show that the initial experience of dissonance can be apparent in the anterior cingulate cortex, then the left frontal cortex is activated, which also activates the approach motivational system to reduce anger. The psychology of mental stress. The results reported in "The Origins of Cognitive Dissonance : Evidence from Children and Monkeys" (Egan, Santos, Bloom, 2007) indicated that there might be evolutionary force behind the reduction of cognitive dissonance in the actions of pre-school-age children and Capuchin monkeys when offered a choice between two like options, decals and candies. The groups then were offered a new choice, between the choice-object not chosen and a novel choice-object that was as attractive as the first object. The resulting choices of the human and simian subjects concorded with the theory of cognitive dissonance when the children and the monkeys each chose the novel choice-object instead  of the choice-object not chosen in the first selection, despite every object having the same value. The hypothesis of "An Action-based Model of Cognitive-dissonance Processes" (Harmon-Jones, Levy, 2015) proposed that psychological dissonance occurs consequent to the stimulation of thoughts that interfere with a goal-driven behavior. Researchers mapped the neural activity of the participant when performing tasks that provoked psychological stress when engaged in contradictory behaviors. A participant read aloud the printed name of a color. To test for the occurrence of cognitive dissonance, the name of the color was printed in a color different than  the word read aloud by the participant. As a result, the participants experienced increased neural activity in the anterior cingulate cortex when the experimental exercises provoked psychological dissonance. The study "Cognitive Neuroscience of Social Emotions and Implications for Psychopathology: Examining Embarrassment, Guilt, Envy, and Schadenfreude" (Jankowski, Takahashi, 2014) identified neural correlations to specific social emotions (e.g. envy and embarrassment) as a measure of cognitive dissonance. The neural activity for the emotion of Envy (the feeling of displeasure at the good fortune of another person) was found to draw neural activity from the dorsal anterior cingulate cortex. That such increased activity  in the dorsal anterior cingulate cortex occurred either when a person's self-concept was threatened or when the person suffered embarrassment (social pain) caused by salient, upward social-comparison, by social-class snobbery. That social emotions, such as embarrassment, guilt, envy, and "Schadenfreude" (joy at the misfortune of another person) are correlated to reduced activity in the insular lobe, and with increased activity in the striate nucleus; those neural activities are associated with a reduced sense of empathy (social responsibility) and an increased propensity towards antisocial behavior (delinquency). Modeling in neural networks. Artificial neural network models of cognition provide  methods for integrating the results of empirical research about cognitive dissonance and attitudes into a single model that explains the formation of psychological attitudes and the mechanisms to change such attitudes. Among the artificial neural-network models that predict how cognitive dissonance might influence a person's attitudes and behavior, are: