What Is the Function of Confirmation Bias?
Open accessAbstract
Confirmation bias is one of the most widely discussed epistemically problematic cognitions, challenging reliable belief formation and the correction of inaccurate views. Given its problematic nature, it remains unclear why the bias evolved and is still with us today. To offer an explanation, several philosophers and scientists have argued that the bias is in fact adaptive. I critically discuss three recent proposals of this kind before developing a novel alternative, what I call the ‘reality-matching account’. According to the account, confirmation bias evolved because it helps us influence people and social structures so that they come to match our beliefs about them. This can result in significant developmental and epistemic benefits for us and other people, ensuring that over time we don’t become epistemically disconnected from social reality but can navigate it more easily. While that might not be the only evolved function of confirmation bias, it is an important one that has so far been neglected in the theorizing on the bias.
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Written from the paper’s full text.
TL;DR
This theoretical paper critically examines three adaptationist accounts of confirmation bias and proposes a novel “reality-matching” account: confirmation bias evolved partly because it helps people influence social reality so that it matches their beliefs. It argues this can yield developmental and epistemic benefits by making social cognition more tractable, predictable, and cooperative.
Key findings
- The paper proposes the reality-matching (RM) account: confirmation bias helps subjects become and remain convinced about social beliefs, including trait ascriptions, thereby increasing the likelihood of self-fulfilling prophecies (SFPs) that align social reality with those beliefs.
- It argues this is adaptive especially for positive social beliefs, but can also support social conformity and predictability when beliefs are negative, such as stereotypes, even if ethically problematic.
- It critically discusses three alternatives: the argumentative-function account, the group-cognition account, and the intention-alignment account, raising reservations about each.
- Empirical examples cited include Hall et al. (2012), where 69% of participants (N = 160) failed to detect at least one meaning reversal in moral statements; Trouche et al. (2016), where about half did not notice their own arguments presented as another’s and more than half rejected their own invalid arguments; and evidence that about 70% of the general population has a positive self-conception.
Methods
- Conceptual and philosophical analysis: the paper develops an evolutionary account of confirmation bias and compares it with three recent adaptationist proposals.
- It reviews and synthesizes empirical literature from psychology and related fields, including studies on SFPs, self-verification, political belief processing, power and stereotyping, and social versus non-social belief domains.
- No new empirical data are collected; the argument is theoretical, using existing findings as support for the proposed reality-matching account.
Limitations
- The paper states that its criticisms of the three alternative accounts are not meant to be conclusive and may be answerable within their frameworks.
- It states that there are no systematic comparative studies on whether confirmation bias is more frequent or stronger for social versus non-social beliefs.
- The paper notes that SFPs are neither pervasive nor all-powerful and depend on conditions such as target changeability, believability of ascriptions, and power differences; it also acknowledges that the RM account is not claimed to be the only evolved function of confirmation bias.
Model-written summary. Check it against the paper before relying on it.
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Cites
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Claims the paper makes
24 of 96 cited sources checked · 13 supported · 0 flagged · accuracy not yet measured
- Premisecitation
In Hall et al. (2012), participants subsequently tended to justify positions they thought they held despite just having chosen the opposite.
“Moreover, they subsequently tended to justify positions they thought they held despite just having chosen the opposite.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Hall et al. (2012) source
- Premisecitation
Hall et al. (2012) found that 69% of participants failed to detect at least one change in moral statements whose meaning was inverted.
“Surprisingly, 69% of the study participants failed to detect at least one of the changes.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Hall et al. (2012) source
- Interpretationcitation
Confirmation bias makes people less able to anticipate and adequately respond to their interlocutor's point of view.
“In fueling one-sided information processing to support one's own view, the bias makes people less able to anticipate and adequately respond to their interlocutor's point of view (Dutilh Novaes 2018: 520).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Dutilh Novaes 2018 source
- Premisecitation
The concept of 'group selection' is problematic.
“While I have sympathies with this proposal, several researchers have noted that the concept of 'group selection' is problematic (West et al. 2007;Pinker 2012).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites West et al. 2007 source
- cites Pinker 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationcitation
A significant amount of our beliefs are likely to be social ones.
“A significant amount of our beliefs are thus likely to be social ones (Tomasello 2014: 190f).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Tomasello 2014 source
The “Implications for Cognition and Morality” section (page unavailable in our copy) describes human thinking as shaped by social perspectives, shared intentionality, and group norms. That supports the idea that some beliefs are social, but the paper does not establish that a significant amount of our beliefs are social ones. (LLM, conf=0.78)
Experimental — accuracy not yet measured
- Premisecitation
People have a strong readiness to favorably respond to babies' distinctive facial features.
“Studies suggest that people have a strong readiness to favorably respond to babies' distinctive facial features.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Zebrowitz and Montepare 2008 source
- Premisecitation
Our beliefs about people's social standing, knowledge, intentions, abilities, etc. are critical for our flourishing.
“as noted, we are ultra-social and ultra-cooperative, and our beliefs about people's social standing, knowledge, intentions, abilities, etc. are critical for our flourishing (Sterelny 2007: 720;Tomasello 2014: 190f;Henrich 2016).”
Quote in the paperSubstantial claim1 of 3 sources checked - Interpretationreasoning
Confirmation bias would have been adaptive in the past in sustaining SFPs of social conceptions, including negative stereotypes.
“In sustaining SFPs of these conceptions, which might have included various stereotypes or ethnocentric, prejudicial attitudes that we today consider offensive negative trait ascriptions (e.g., gender or racist stereotypes) (Whitaker et al. 2018), confirmation bias would have been adaptive in the past.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Whitaker et al. 2018 source
- Premisecitation
The more affected one is by confirmation bias, the stronger one's belief in one's trait ascriptions to A.
“given what we know about the cognitive effect of the bias, the more affected you are by the bias, the stronger your belief in your trait ascriptions to A (Rabin and Schrag 1999)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Rabin and Schrag 1999 source
Section 3, “Confirmatory Bias and Belief Formation” (page unavailable), says the bias leads agents to be overconfident in a favored hypothesis. The Introduction (page unavailable) adds that sufficiently strong bias can drive an agent toward believing more strongly in a false hypothesis. These findings support the proposed tendency, but not the unqualified claim that greater bias always produces stronger belief in a trait ascription. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Premisecitation
Attitude strength in politically relevant domains increases selective exposure constitutive of confirmation bias.
“In fact, in psychology, attitude strength, especially, in politically relevant domains of thinking has long been and still is widely accepted to increase the kind of selective exposure constitutive of confirmation bias (Knobloch-Westerwick et al. 2015: 173).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Knobloch-Westerwick et al. 2015: 173 source
The available passage is a bibliographic entry, not a discussion of attitude strength or selective exposure. Searches for the claimed relationship and for preferences for attitude-consistent political information returned no substantive passage, so our copy does not establish whether the paper supports the claim. (LLM, conf=0.72)
Experimental — accuracy not yet measured
- Interpretationreasoning
The RM account can explain why confirmation bias is particularly strong in groups in which shared ideologies are at stake.
“The account can also explain why confirmation bias is particularly strong in groups in which shared ideologies are at stake (Taber and Lodge 2006;Gerken 2019).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Taber and Lodge 2006 source
- cites Gerken 2019 source
The accepted manuscript (pp. 9–10) describes motivated cognition as favoring antecedent views and says identity-protective cognition may explain backfire effects in groups whose social identities are implicated. It does not establish that confirmation bias is generally *particularly strong* in such groups; on p. 19, it cautions against overestimating backfire effects. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
The concept of group selection is problematic when it comes to traits threatening an individual's fitness.
“I noted that the concept of 'group selection' is problematic when it comes to traits threatening an individual's fitness (West et al. 2007;Pinker 2012)”
Quote in the paperSubstantial claim1 of 2 sources checked- cites West et al. 2007 source
- cites Pinker 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Subjects who are highly confident about their political beliefs are more likely to convince others.
“It is also because subjects who are highly confident about their political beliefs are more likely to be able to convince other people of them too (Kappes et al. 2020).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Kappes et al. 2020 source
The Abstract says people are generally more influenced by opinions expressed with high confidence. But the paper does not establish this specifically for political beliefs, and its results section finds that participants used another person's confidence when the opinion confirmed their own judgment, not when it contradicted it. Page numbers are not available in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Neuroscientific data show that a positive view of one's own traits tends to correlate with reduced activation of the right inferior prefrontal gyrus when the subject receives negative self-related information.
“Relatedly, neuroscientific data show that a positive view of one's own traits tends to correlate with a reduced activation of the right inferior prefrontal gyrus, which is the area of the brain processing selfrelated content, when the subject receives negative self-related information(Sharot et al. 2011).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Sharot et al. 2011 source
The Results section ('Trait optimism, biased updating, and BOLD signal'; page unavailable) reports that participants high in trait optimism showed weaker right-IFG tracking of undesirable estimation errors. The study concerns information about the likelihood of adverse events in one's future, not negative information about one's traits. It also does not establish that the right IFG is an area for processing self-related content generally. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Optimists about themselves display a diminished sensitivity for negative information that is in tension with self-related trait optimism.
“That is, optimists about themselves display a diminished sensitivity for negative information that is in tension with self-related trait optimism (ibid).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Sharot et al. 2011 source
- Premisecitation
Evolutionary explanations typically involve integrating diverse data from different disciplines and thereby contribute to a more complete understanding of traits and human cognition.
“Moreover, they typically involve integrating diverse data from different disciplines (e.g., psychology, biology, anthropology etc.), and thereby contribute to the development of a more complete understanding of the traits at play and human cognition, in general (Tooby and Cosmides 2015).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tooby and Cosmides 2015 source
- Premisecitation
Trouche et al. (2016) found that subjects are less critical of their own arguments than of other people's.
“This suggests that subjects are less critical of their own arguments than of other people's, indicating that confirmation bias is real and perhaps often operative when we are considering our own claims and arguments.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Trouche et al. (2016) source
- Interpretationcitation
Ancestral hunter-gatherer groups are perhaps unlikely to have displayed a diversity of viewpoints.
“Crucially, ancestral 'hunter-gather' groups are perhaps unlikely to have displayed a diversity of viewpoints.”
Quote in the paperSubstantial claim - Interpretationcitation
The intention-alignment proposal seems at odds with the finding that confirmation bias inclines subjects to ignore or misconstrue their opponents' objections.
“However, the proposal seems at odds with the finding that the bias inclines subjects to ignore or misconstrue their opponents' objections.”
Quote in the paperSubstantial claim - Interpretationreasoning
If human reasoning emerged for argumentative purposes, the existence of confirmation bias remains puzzling.
“If human reasoning emerged for argumentative purposes, the existence of the bias remains puzzling.”
Quote in the paperNot a substantial claim - Premisecitation
About half of Trouche et al.'s participants did not notice that they were presented with their own arguments again.
“About half of the participants didn't notice that by the experimenter's intervention, in some trials, they were in fact presented with their own arguments again; the arguments appeared to these participants as if they were someone else's.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Trouche et al. (2016) source
- Premisenone given
Even today groups often display homogeneity, as calls for diversity in academia, companies, etc. indicate.
“Even today groups often display such homogeneity, as calls for diversity in academia, companies etc. indicate.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The point that a trait good for groups but bad for individual fitness will not spread applies to the proposal that confirmation bias was selected for group-level benefits.
“The point equally applies to the proposal that confirmation bias was selected for its group-level benefits.”
Quote in the paperSubstantial claim - Interpretationcitation
An anticipated objection is likely to be answered more convincingly than an immediate response from one's audience.
“For instance, an anticipated objection is likely to be answered more convincingly than an immediate response from one's audience.”
Quote in the paperNot a substantial claim - Interpretationreasoning
These points provide reasons to doubt that ancestral groups provided the conditions in which confirmation bias could have produced the benefits that the group-cognition account highlights rather than maladaptive effects tied to group polarization.
“These points provide reasons to doubt that ancestral groups provided the kind of conditions in which confirmation bias could have produced the benefits that the group-cognition account highlights rather than maladaptive effects tied to group polarization.”
Quote in the paperSubstantial claim - Interpretationnone given
Reality matching frequently occurs when the beliefs at issue are about people and social structures.
“I call this process reality matching and contend that it frequently occurs when the beliefs at issue are about people and social structures (i.e., relationships between individuals, groups, and socio-political institutions).”
Quote in the paperNot a substantial claim - Premisecitation
SFPs typically depend on whether the targets of the trait ascriptions involved accept the expectations imposed on them via the ascriptions.
“One common explanation of this asymmetry is that SFPs typically depend on whether the targets of the trait ascriptions involved accept the expectations imposed on them via the ascriptions (Snyder and Klein 2007).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Snyder and Klein 2007 source
- Interpretationreasoning
The reality-matching account challenges a key assumption underlying current research on the bias, namely that the bias thwarts reliable belief formation and truth tracking.
“I discuss three recent proposals of the adaptationist kind, mention reservations about them, and develop a novel account of the evolution of confirmation bias that challenges a key assumption underlying current research on the bias, namely that the bias thwarts reliable belief formation and truth tracking.”
Quote in the paperSubstantial claim - Interpretationreasoning
Due to its role in helping us make social reality match our beliefs, confirmation bias is adaptive.
“Due to its role in helping us make social reality match our beliefs, confirmation bias is adaptive, or so I will argue.”
Quote in the paperSubstantial claim - Premisecitation
Even today, positive SFPs in individual, dyadic interactions are more likely and pronounced than negative ones.
“Indeed, there is evidence that even today, positive SFPs in individual, dyadic interactions are more likely and pronounced than negative ones.”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
All three proposals of the adaptive role of confirmation bias considered so far raise questions.
“All three proposals of the adaptive role of confirmation bias considered so far thus raise questions.”
Quote in the paperSubstantial claim - Premisecitation
The more convinced one is about a trait ascription to A, the clearer one's signaling of the corresponding expectations to A in one's behavior.
“Relatedly, the more convinced you are about your trait ascription to A, the clearer your signaling of the corresponding expectations to A in your behavior (Tormala 2016)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tormala 2016 source
- Interpretationreasoning
This makes SFPs of these beliefs more likely than if the ascriber merely verbally attributed the traits without committing to the truth of the ascriptions, or believed in them but readily revised the beliefs.
“This makes SFPs of these beliefs more likely than if the ascriber merely verbally attributed the traits without committing to the truth of the ascriptions, or believed in them but readily revised the beliefs.”
Quote in the paperNot a substantial claim - Interpretationreasoning
If A is confident that he has T, he will be more likely to conform to the corresponding expectations than if he doesn't believe the ascription.
“Crucially, if A too is confident that he has T, he will be more likely to conform to the corresponding expectations than if he doesn't believe the ascription, say, because he notices that you only say but don't believe that he has T.”
Quote in the paperSubstantial claim - Premisecitation
Self-fulfilling prophecies can be pernicious when the beliefs at the center capture negative social conceptions, such as stereotypes, anxious expectations, fear, or hostility.
“Importantly, SFPs can be pernicious when the beliefs at the center of them capture negative social conceptions, for instance, stereotypes, anxious expectations, fear, or hostility (Darley and Gross 1983;Downey et al. 1998;Madon et al. 2018).”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
About 70% of the general population has a positive self-conception.
“This is well established when it comes to one's beliefs about oneself (about 70% of the general population has a positive self-conception; Talaifar and Swann 2017: 4) and one's family members (Wenger and Fowers 2008).”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationreasoning
In ancestral groups of heavily interdependent subjects, the SFPs of the social conceptions were more often than not adaptive.
“If we combine these considerations with the assumption that in ancestral groups of heavily interdependent subjects, positive social beliefs about in-group members (in-group favoritism) are likely to have been more prevalent than negative ones, then there is reason to hold that the SFPs of the social conceptions in the groups at issue were more often than not adaptive.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: In ancestral groups of heavily interdependent subjects, positive social beliefs about in-group members (in-group favoritism) are likely to have been more prevalent than negative ones.
- Interpretationreasoning
Confirmation bias evolved because it helps us influence people and social structures so that they come to match our beliefs about them.
“According to the account, confirmation bias evolved because it helps us influence people and social structures so that they come to match our beliefs about them.”
Quote in the paperNot a substantial claim - Interpretationnone given
Reality does not always remain unchanged when we form beliefs about it.
“However, reality doesn't always remain unchanged when we form beliefs about it.”
Quote in the paperSubstantial claim - Premisecitation
Self-fulfilling prophecies of initially false positive trait ascriptions emerge in many situations, including ascriptions of being tidy, charitable, cooperative, kind, eco-friendly, militarily competent, athletic, and physiological changes.
“SFPs of initially false positive trait ascriptions emerge in many other situations too.They also occurred, for instance, when adults ascribed to children traits such as being tidy (Miller et al. 1975), charitable (Jensen and Moore 1977), or cooperative (Grusec et al. 1978).”
Quote in the paperNot a substantial claim0 of 3 sources checked - Interpretationreasoning
Due to that effect, confirmation bias arguably makes an intention alignment with others, especially with one's opponents, harder, not easier.
“Due to that effect, the bias arguably makes an intention alignment with others (especially with one's opponents) harder, not easier.”
Quote in the paperSubstantial claim - Premisecitation
The better one conveys to A one's conviction that A has T, the more confident A will be that he has T, assuming A trusts the ascriber.
“Additionally, the better you are at conveying to A your conviction that he has T, the more confident he himself will be that he has that trait (assuming he trusts you) (Sniezek and Van Swol 2001).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sniezek and Van Swol 2001 source
- The authors state this as an assumption: A trusts the ascriber.
- Premisecitation
Subjects respond more to positive than negative expectations.
“they respond more to positive than negative expectations (Madon et al. 1997: 792)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Madon et al. 1997: 792 source
- Interpretationreasoning
Confirmation bias plays an important role in allowing subjects to become and remain convinced about their social beliefs (e.g., trait ascriptions) when the available evidence doesn't yet support their truth.
“I suggest that confirmation bias plays an important role: it allows subjects to become and remain convinced about their social beliefs (e.g., trait ascriptions) when the available evidence doesn't yet support their truth.”
Quote in the paperSubstantial claim - Premisecitation
Subjects tend to strive to think well of themselves.
“since subjects tend to strive to think well of themselves (Talaifar and Swann 2017)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Talaifar and Swann 2017 source
- Interpretationcitation
A confirmation bias pertaining to social beliefs reinforces our confidence in these beliefs, strengthening our tendency to behave in ways that cause changes in reality so that it corresponds to the beliefs, turning them, when initially inaccurate, into self-fulfilling prophecies.
“I shall contend that a confirmation bias pertaining to social beliefs reinforces our confidence in these beliefs, therewith strengthening our tendency to behave in ways that cause changes in reality so that it corresponds to the beliefs, turning them (when they are initially inaccurate) into self-fulfilling prophecies (SFPs) (Merton 1948;Biggs 2009).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Merton 1948 source
- cites Biggs 2009
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
In these situations, confirmation bias is highly effective for us to be confident about our beliefs even when there is insufficient evidence or subjective motivation available to us to support them.
“In these situations, confirmation bias is highly effective for us to be confident about our beliefs even when there is insufficient evidence or subjective motivation available to us to support them.”
Quote in the paperNot a substantial claim - Interpretationreasoning
In ultra-cooperative social environments where tribe members held predominantly positive social conceptions and expectations about ingroup subjects, positive SFPs should have been overall more frequent and stronger than negative ones.
“Given these points, in 'ultra-cooperative' social environments in which 'tribe' members held predominantly positive social conceptions and expectations about ingroup subjects, positive SFPs should have been overall more frequent and stronger than negative ones.”
Quote in the paperNot a substantial claim - Premisecitation
People display confirmation bias with respect to beliefs that can't produce SFPs (e.g., beliefs about physics, climate change, religion).
“But they do (Nickerson 1998).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Nickerson 1998 source
- Interpretationcitation
Interactions between powerful and powerless individuals are conducive to reality matching of the powerful individuals' social beliefs.
“That is, interactions between powerful and powerless individuals are conducive to reality matching of the powerful individuals' social beliefs.”
Quote in the paperSubstantial claim - Interpretationreasoning
Confirmation bias is adaptive in facilitating a social extension of the process of making trait ascriptions match reality.
“Since this process is in ultra-social and ultra-cooperative groups more often than not adaptive (e.g., boosting the development of a positive trait in A), in facilitating a social extension of it, confirmation bias is adaptive too.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Confirmation bias might have been selected for sustaining SFPs.
“If we add to these points that SFPs of trait ascriptions were in developmental and educational contexts in ancestral tribal groups more often beneficial for the targets than not, then there is a basis for holding that confirmation bias might in fact have been selected for sustaining SFPs.”
Quote in the paperSubstantial claim - Premisecitation
Powerful individuals are more likely to prompt subordinates to behaviorally confirm their social conceptions than relatively powerless subjects.
“For instance, powerful individuals have been found to be more likely to prompt subordinates to behaviorally confirm their social conceptions than relatively powerless subjects (Copeland 1994;Leyens et al. 1999).”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationreasoning
According to the RM account, powerful individuals should display a stronger confirmation bias with respect to relevant social beliefs.
“According to the RM account, powerful individuals should display a stronger confirmation bias with respect to the relevant social beliefs.”
Quote in the paperSubstantial claim - Premisecitation
In ancestral groups, many of the social conceptions that subjects unreflectively acquired during their upbringing and socialization were geared toward preserving the group's function and status quo and aligning individuals with them.
“Secondly, in ancestral groups, many of the social conceptions (e.g., beliefs about social roles, gender norms, stereotypes etc.) that subjects unreflectively acquired during their upbringing and socialization will have been geared toward preserving the group's function and status quo and aligning individuals with them (Sterelny 2006: 148).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sterelny 2006: 148 source
- Interpretationreasoning
Confirmation bias is adaptive by helping subjects make social reality match their beliefs about it no matter whether they favor these beliefs or the latter are sufficiently evidentially supported.
“By helping subjects make social reality match their beliefs about it no matter whether they favor these beliefs or the latter are sufficiently evidentially supported, confirmation bias is adaptive:”
Quote in the paperSubstantial claim - Interpretationreasoning
When we automatically reinforce any of our views no matter whether we favor them, our preferences are not required for and do not undermine the reinforcement process and the SFPs promoted by it.
“Notice that when we automatically reinforce any of our views no matter whether we favor them, then our preferences won't be required for and undermine the reinforcement process and the SFPs promoted by it.”
Quote in the paperSubstantial claim - Interpretationreasoning
When confirmation bias targets positive social beliefs and trait ascriptions, it serves both the subject and the group by producing effects that assist them in their development and make social cognition more tractable.
“when the bias targets positive social beliefs and trait ascriptions, it serves both the subject and the group by producing effects that (1) assist them in their development (to become, e.g., more communicative, cooperative, or knowledgeable) and (2) make social cognition more tractable (by increasing social conformity and predictability).”
Quote in the paperSubstantial claim - Interpretationreasoning
A confirmation bias in each member of the group would have helped the group enlist each of its members for re-producing social identities, social structures, traits, and roles in the image of the group's conceptions even when these individuals disfavored them.
“Since it can operate independently of a subject's preferences, a confirmation bias in each member of the group would have helped the group enlist each of its members for re-producing social identities, social structures, traits, and roles in the image of the group's conceptions even when these individuals disfavored them.”
Quote in the paperSubstantial claim - Interpretationnone given
When confirmation bias targets negative trait ascriptions, it can have ethically problematic SFP effects.
“To be sure, when it targets negative trait ascriptions (pernicious stereotypes, etc.), the bias can have ethically problematic SFP effects.”
Quote in the paperNot a substantial claim - Interpretationnone given
Facilitating the alignment of social reality with social beliefs is one of the important adaptive features for which confirmation bias was selected that has so far been neglected.
“It only claims that facilitating the alignment of social reality with social beliefs (i.e., reality matching) is one of the important adaptive features for which the bias was selected that has so far been neglected.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Confirmation bias was selected for promoting SFPs.
“Taken together, these considerations provide a basis for holding that confirmation bias was selected for promoting SFPs.”
Quote in the paperSubstantial claim - Interpretationreasoning
Social beliefs, unlike beliefs about the nonsocial world, are able to and frequently do initiate SFPs contributing to evolutionary benefits.
“Importantly, these beliefs, unlike beliefs about the nonsocial world, are able to and frequently do initiate SFPs contributing to the outlined evolutionary benefits.”
Quote in the paperSubstantial claim - Interpretationcitation
It doesn't follow that because confirmation bias also affects beliefs that can't initiate SFPs that it could not have been selected for affecting beliefs that can and do initiate SFPs.
“Second, it doesn't follow that because confirmation bias also affects beliefs that can't initiate SFPs that it could not have been selected for affecting beliefs that can and do initiate SFPs.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Confirmation bias enables a social 'ripple' effect in the process of making trait ascriptions match reality.
“As a general tendency to support any of one's beliefs rather than only favored ones, the bias thus enables a social 'ripple' effect in the process of making trait ascriptions match reality.”
Quote in the paperNot a substantial claim - Premisecitation
SFPs of trait ascriptions occurred only when ascribers were certain of the ascriptions, not when they were less confident.
“For several studies found that SFPs of trait ascriptions occurred only when ascribers were certain of the ascriptions, not when they were less confident (Swann and Ely 1984;Pelham and Swann 1994;Swann 2012: 30).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
Confirmation bias provides significant epistemic benefits in social cognition by helping us make social affairs match our beliefs about them even when we don't favor them.
“Thirdly, in helping us make social affairs match our beliefs about them even when we don't favor them, confirmation bias also provides us with significant epistemic benefits in social cognition.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Assuming that confirmation bias operates on swift first impressions, the bias will frequently be adaptive in the ways mentioned.
“Assuming that confirmation bias operates on them nonetheless, the bias will frequently be adaptive in the ways just mentioned.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Confirmation bias operates on swift first impressions in everyday social interactions.
- Interpretationreasoning
The more affected one is by confirmation bias, the higher the likelihood of SFPs of the ascriptions.
“Thus, the more affected you are by the bias, the higher the likelihood of SFPs of the ascriptions because conviction about the ascriptions plays a key facilitative role for SFPs.”
Quote in the paperSubstantial claim - Interpretationreasoning
The more convinced one is about a trait ascription to A, the higher the normative impetus on A, as a cooperative subject, to conform so as to avoid disrupting interactions.
“and the higher the normative impetus on him, as a cooperative subject, to conform so as to avoid disrupting interactions with you.”
Quote in the paperSubstantial claim - Interpretationcitation
In ancestral 'tribal' groups, confirmation bias targeting negative trait ascriptions would perhaps still have contributed to social conformity, predictability, and sustaining the status quo, which would have been adaptive.
“But, as noted, especially in ancestral 'tribal' groups, it would perhaps still have contributed to social conformity, predictability, and sustaining the status quo, which would have been adaptive in these groups (Richerson and Boyd 2005) inter alia by facilitating social cognition.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Richerson and Boyd 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Confirmation bias is more pronounced with respect to social beliefs compared to non-social beliefs.
“Finally, there is also evidence that confirmation bias is more pronounced with respect to social beliefs compared to non-social beliefs.”
Quote in the paperNot a substantial claim0 of 3 sources checked - Interpretationreasoning
The more affected one is by confirmation bias, the lower the likelihood that one will reveal in one's behavior a lack of conviction about one's trait ascriptions that could undermine SFPs.
“and so the lower the likelihood that you will reveal in your behavior a lack of conviction about them that could undermine SFPs.”
Quote in the paperSubstantial claim - Interpretationreasoning
Confirmation bias was selected for making us effective 'nodes' in social networks by inclining us to create social reality that corresponds to these networks' conceptions even when we dislike them or they are harmful to others.
“I suggest that confirmation bias too was selected for making us effective 'nodes' in social networks by inclining us to create social reality that corresponds to these networks' conceptions even when we dislike them or they are harmful to others (e.g., out-group members).”
Quote in the paperSubstantial claim - Premisecitation
In ancestral groups, selection pressure favored social conformity, predictability, and stability.
“For, as Richerson and Boyd (2005: 121f) note too, in ancestral groups, selection pressure favored social conformity, predictability, and stability.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Richerson and Boyd 2005: 121f
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Many biological features or cognitive traits were selected for fulfilling a certain function despite rarely doing so or even having maladaptive effects.
“The literature offers many examples of biological features or cognitive traits that were selected for fulfilling a certain function despite rarely doing so or even having maladaptive effects (Millikan 1984;Haselton and Nettle 2006).”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationreasoning
If social beliefs are pervasive and SFPs of them significant for our flourishing, then a domain-general tendency to confirm any of our beliefs ensures that we don't miss opportunities to align social reality with our conceptions and to reap the related developmental and epistemic benefits.
“This matters because if social beliefs are pervasive and SFPs of them significant for our flourishing, then a domain-general tendency to confirm any of our beliefs ensures that we don't miss opportunities to align social reality with our conceptions and to reap the related developmental and epistemic benefits.”
Quote in the paperNot a substantial claim - Interpretationreasoning
A general confirmation bias can fulfil the function of facilitating SFPs more frequently than motivated cognitions, whenever the subject has acquired a social conception.
“This means that such a general tendency, i.e., a confirmation bias, can fulfil the function of facilitating SFPs more frequently than motivated cognitions, namely whenever the subject has acquired a social conception (e.g., as the result of upbringing, learning, or testimony).”
Quote in the paperSubstantial claim - Interpretationcitation
Confirmation bias might serve the 'collective' to bring subjects into accordance with its social conceptions (positive or negative).
“This coheres with the view that confirmation bias might serve the 'collective' to bring subjects into accordance with its social conceptions (positive or negative).”
Quote in the paperNot a substantial claim - Interpretationreasoning
One of the adaptive features for which confirmation bias evolved is that it helps us bring social reality into alignment with our beliefs.
“the reality-matching (RM) account, which holds that one of the adaptive features for which the bias evolved is that it helps us bring social reality into alignment with our beliefs.”
Quote in the paperSubstantial claim - Interpretationnone given
Confirmation bias would only lead to group-level benefits in groups with viewpoint diversity.
“and that confirmation bias would arguably only lead to the group-level benefits at issue in groups with viewpoint diversity.”
Quote in the paperNot a substantial claim - Interpretationreasoning
This condition is satisfied even in groups with viewpoint homogeneity.
“This condition is satisfied even in groups with viewpoint homogeneity.”
Quote in the paperSubstantial claim - Interpretationreasoning
The resulting group polarization can be adaptive in strengthening the reality-matching process.
“And, as noted, the resulting group polarization itself can then be adaptive in strengthening the realitymatching process.”
Quote in the paperSubstantial claim - Premisenone given
The socially constructive aspect of confirmation bias highlighted here has so far been overlooked in evolutionary theorizing on confirmation bias.
“While the socially constructive aspect of confirmation bias highlighted here may not be the main or only feature of the bias that led to its evolution, it is one that has so far been overlooked in the evolutionary theorizing on confirmation bias.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The RM account suggests that when directed at beliefs about social affairs, confirmation bias does often help subjects correct their mistaken conceptions to the extent that it contributes to SFPs of them.
“The RM account offers a different perspective, suggesting that when it is directed at beliefs about social affairs, confirmation bias does often help subjects correct their mistaken conceptions to the extent that it contributes to SFPs of them.”
Quote in the paperSubstantial claim - Interpretationreasoning
The RM account has greater explanatory power than the three alternative views outlined above.
“First, it has greater explanatory power than the three alternative views outlined above.”
Quote in the paperNot a substantial claim - Premisecitation
In contemporary societies, overall accumulative SFP effects of negative social beliefs (e.g., stereotypes) might be stronger than those of positive social beliefs in individual dyadic interactions.
“in contemporary societies, overall accumulative SFP effects of negative social beliefs capturing, e.g., stereotypes might be stronger than those of positive social beliefs in individual dyadic interactions(Madon et al. 2018).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Madon et al. 2018 source
- Premisecitation
The more widespread a political conviction in a population, the higher the probability that the population will adopt political structures that shape reality in line with it.
“And the more widespread a political conviction in a population, the higher the probability that the population will adopt political structures that shape reality in line with it (Jost et al. 2003;Ordabayeva and Fernandes 2018).”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationnone given
The intention-alignment view has a problem: confirmation bias seems to hinder intention alignment by weakening perspective-taking and inclining people to ignore or distort objections.
“One problem with this view was that the bias seems to hinder an intention alignment of individuals by weakening their perspective-taking capacity, and inclining them to ignore or distort people's objections.”
Quote in the paperSubstantial claim - Interpretationreasoning
When it comes to ideological propositions in like-minded groups, confirmation bias is more pronounced.
“it is to be expected that when it comes to ideological propositions in like-minded groups, confirmation bias is more pronounced.”
Quote in the paperSubstantial claim- Rests on an assumption: Subjects have a keen interest in reality corresponding to their ideological conceptions.
- Interpretationreasoning
The RM account differs from the intention-alignment view, which holds that confirmation bias evolved for allowing us to synchronize intentions with others.
“The RM account also differs from the intention-alignment view, which holds that confirmation bias evolved for allowing us to synchronize intentions with others.”
Quote in the paperSubstantial claim - Interpretationreasoning
Empirical data corroborate some predictions of the RM account.
“Empirical data thus corroborate some of the predictions of the RM account.”
Quote in the paperNot a substantial claim - Interpretationcitation
Related empirical studies suggest that confirmation bias is particularly common and pronounced for social beliefs about oneself, other people, and social states of affairs subject can determine.
“In short, then, while there are currently no systematic comparative studies on whether confirmation bias is more frequent or stronger with respect to social beliefs, related empirical studies do suggest that when it comes to (positive or negative) social beliefs about oneself, other people, and social states of affairs that the subject can determine (e.g., political beliefs), confirmation bias is”
Quote in the paperSubstantial claim - Interpretationreasoning
If bias functions to boost one's own conviction to facilitate SFPs, then laziness in critical thinking about one's own positions shouldn't be surprising.
“But if the bias functions to boost primarily only one's own conviction about particular beliefs so as to facilitate SFPs then 'laziness' in critical thinking about one's own positions (Trouche et al. 2016) shouldn't be surprising.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Trouche et al. 2016 source
- Interpretationreasoning
If RM account, confirmation bias should be particularly strong for beliefs about political states of affairs.
“If, as the RM account proposes, confirmation bias was selected for sustaining social beliefs for the sake of reality matching then the bias should be particularly strong when it comes to beliefs about political states of affairs.”
Quote in the paperSubstantial claim - Premisecitation
SFPs can accumulate when they occur across different interactions.
“SFPs can also accumulate when they occur across different interactions”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Madon et al. 2018 source
- Premisecitation
Stronger, more extreme political attitudes correlate with higher interest in attitude-consistent vs attitude-discrepant political articles.
“Brannon et al. (2007) found that stronger, more extreme political attitudes are correlated with higher ratings of interest in attitude-consistent versus attitude-discrepant political articles.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Brannon et al. 2007 source
- Classified as probably not a substantial claim. 31
- May combine two claims. 32
Classified as probably not a substantial claim. May combine two claims.
InterpretationcitationSince individuals within their social groups depend on their reputation to find collaborators, anticipating one's audience's responses should be and have been more adaptive than having a confirmation bias.
“Since individuals within their social groups depend on their reputation so as to find collaborators, anticipating one's audience's responses should be and have been more adaptive than having a confirmation bias (ibid).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Dutilh Novaes 2018 source
Section 3.2 argues that anticipating an audience’s objections seems plausibly more adaptive than myside bias, and connects the issue to reputation. It does not establish that this was historically more adaptive or say that reputation matters specifically for finding collaborators; the claim states those points more firmly and specifically than the paper does. Page numbers are unavailable in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S2 (checkable).
PremisecitationEvolutionary explanations of psychological traits can create new perspectives that may allow developing means to reduce the traits' potential negative effects.
“They can create new perspectives on these traits that may allow developing means to reduce the traits' potential negative effects (Roberts et al. 2012;Johnson et al. 2013).”
Quote in the paperNot a substantial claim1 of 2 sources checkedMay combine two claims.
PremisecitationSelf-fulfilling prophecy effects do not necessarily take much time to unfold but can happen swiftly in a single interaction right after the ascription.
“Moreover, these effects don't necessarily take much time to unfold but can happen swiftly in a single interaction (e.g., in interview settings; Word et al. 1974) right after the ascription (Turnwald et al. 2018: 49).”
Quote in the paperNot a substantial claim1 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
PremisecitationSome researchers have re-examined relevant studies and found that confirmation bias is less common and the evidence of it less robust than often assumed.
“Moreover, some researchers have recently re-examined the relevant studies and found that confirmation bias is in fact less common and the evidence of it less robust than often assumed (Mercier 2016;Whittlestone 2017).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Mercier 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Whittlestone 2017
Classified as probably not a substantial claim. May combine two claims.
PremisecitationPreference for hypothesis-matching questions indicates social skill, conveying a feeling of being understood and contributing to a smooth conversation.
“Dardenne and Leyens (1995) reasoned that when testing a hypothesis about the personality of another individual (e.g., their being introverted or extroverted), a preference for questions that match the hypothesis (e.g., that the subject is introverted) indicates social skill, conveying a feeling of being understood to the individual and contributing to a smooth conversation.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Dardenne and Leyens 1995 source
The available passages are repository metadata and lists of related publications, not the paper’s argument or results. Searches for hypothesis-matching questions, feeling understood, and smooth conversation found no passage addressing those points, so the claim cannot be checked against our copy. (LLM, conf=0.74)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe baby-face overgeneralization tendency evolved because failures to respond favorably to babies (false negatives) are evolutionarily more costly than overgeneralizing (false positives).
“While this overgeneralization tendency often leads to errors, it is thought to have evolved because failures to respond favorably to babies (i.e., false negatives) are evolutionarily more costly than overgeneralizing (i.e., false positives) (ibid).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Zebrowitz and Montepare 2008 source
The “Impressions Created by Variations in Babyfaceness—Baby Face Overgeneralization” section (page unavailable) links favorable responses to babies with evolutionary importance and says prepared responses to infantile cues may be overgeneralized to non-babies. It does not say that failing to respond favorably to babies is evolutionarily more costly than overgeneralizing those responses. (LLM, conf=0.85)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationHigh self-monitors selected matching questions most; socially skilled subjects displayed a stronger confirmatory tendency than less socially skilled.
“Dardenne and Leyens did find that matching questions pertaining to an introvert or an extrovert hypothesis were selected most by high self-monitors: socially skilled subjects displayed a stronger confirmatory tendency than less socially skilled subjects (ibid).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Dardenne and Leyens 1995 source
The indexed copy provides a publication record (p. 1229–1239), not passages from the study’s methods or results. Searches for high self-monitors, introvert/extrovert matching questions, and social skill found no passage addressing the claimed comparison, so the claim cannot be verified from this copy. (LLM, conf=0.76)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThis tendency is overgeneralized such that even adults are more readily viewed more favorably, treated as likeable (but also physically weak, and naïve) when they display babyface features.
“And this tendency is overgeneralized such that even adults are more readily viewed more favorably, treated as likeable (but also physically weak, and naïve) when they display babyface features.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Zebrowitz and Montepare 2008 source
May combine two claims.
PremisecitationIdeological conceptions shape social reality via their impact on behavior and are more effective in doing so the more convinced people are about them.
“Since the latter are shaping social reality via their impact on behavior and are more effective in doing so the more convinced people are about them (Kappes et al. 2020)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Kappes et al. 2020 source
The Abstract (page unavailable) says that confident judgments from others can influence behavior, illustrating this with a juror’s verdict and a patient’s treatment decision. It does not establish that ideological conceptions shape social reality or that people’s conviction in their own conceptions makes them more effective at doing so. The Discussion (page unavailable) addresses resistance to changing opinions, not that broader claim. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationSince individuals reproduce faster than groups, a trait that is good for groups but bad for individual fitness will not spread.
“One of the issues is that since individuals reproduce faster than groups, a trait T that is an adaptation that is good for groups but bad for an individual's fitness won't spread, because the rate of proliferation of groups is undermined by the evolutionary disadvantage of T within groups (Pinker 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pinker 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationMore than half of subjects who believed they were assessing someone else's arguments rejected those that were in fact their own, and were more likely to do so for invalid than valid ones.
“Furthermore, more than half of the subjects who believed they were assessing someone else's arguments now rejected those that were in fact their own, and were more likely to do so for invalid than for valid ones.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Trouche et al. (2016) source
Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningThe reasons for evolutionary explanations apply to confirmation bias and provide good reasons for searching for an evolutionary account of the bias.
“These points equally apply when it comes to considering the origin of confirmation bias.They provide good reasons for searching for an evolutionary account of the bias.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
PremisecitationEvolutionary explanations might stimulate novel, testable predictions that researchers who are not evolutionarily minded would overlook.
“Evolutionary explanations might also stimulate novel, testable predictions that researchers who aren't evolutionarily minded would overlook (Ketelaar and Ellis 2000;De Bruine 2009).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Ketelaar and Ellis 2000 source
- cites De Bruine 2009
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationcitationAncestral hunter-gatherer groups' members traveled less, interacted less with strangers, and were less economically dependent on other groups, which should have homogenized them with respect to race, culture, and background.
“After all, their members traveled less, interacted less with strangers, and were less economically dependent on other groups (Simpson and Beckes 2010: 37).This should have homogenized them with respect to race, culture, and background (Schuck 2001(Schuck : 1915)).”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
InterpretationcitationIn Hall et al. (2012), subjects presumably accepted they favored a position, lacked reasons, and looked for support to justify it, displaying confirmation bias.
“Presumably, subjects accepted that they favored a particular position, didn't know the reasons, and so were now looking for support that would justify their position.They displayed a confirmation bias.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationEven if objections depend on private information, they also often derive from obvious interests and public knowledge, making an anticipation of them easy.
“And even if it is granted that objections depend on private information, they also often derive from obvious interests and public knowledge, making an anticipation of them easy (ibid).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sterelny 2018 source
Classified as probably not a substantial claim.
InterpretationreasoningPrima facie, confirmation bias seems maladaptive.
“Prima facie, the bias thus seems maladaptive.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThis can result in significant developmental and epistemic benefits for us and other people, ensuring that over time we do not become epistemically disconnected from social reality but can navigate it more easily.
“This can result in significant developmental and epistemic benefits for us and other people, ensuring that over time we don't become epistemically disconnected from social reality but can navigate it more easily.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningWhile that might not be the only evolved function of confirmation bias, it is an important one that has so far been neglected in the theorizing on the bias.
“While that might not be the only evolved function of confirmation bias, it is an important one that has so far been neglected in the theorizing on the bias.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationcitationEven if confirmation bias is maladaptive for individuals, it might still be adaptive for groups.
“Even if confirmation bias is maladaptive for individuals, it might still be adaptive for groups.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenSocial beliefs often lead to self-fulfilling prophecies with beneficial outcomes.
“Social beliefs often lead to SFPs with beneficial outcomes.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationSelf-fulfilling prophecies are neither pervasive nor all-powerful, and there are various conditions for them to occur.
“SFPs are, however, neither pervasive nor all-powerful (Jussim 2012), and there are various conditions for them to occur (Snyder and Klein 2007).”
Quote in the paperNot a substantial claim0 of 2 sources checkedClassified as probably not a substantial claim.
PremisecitationMotivated confirmation bias involves partial information processing to buttress a view that one wants to be true.
“And the operation of the former can be understood as motivated reasoning itself, because it too involves partial information processing to buttress a view that one wants to be true (ibid).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Nickerson 1998 source
May combine two claims.
PremisecitationDisrupting fluency in information processing or priming subjects for distrust reduces confirmation bias.
“For there is evidence that, for instance, disrupting the fluency in information processing (Hernandez and Preston 2013) or priming subjects for distrust (Mayo et al. 2014) reduces the bias.”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationnone givenEven if confirmation bias is not an adaptation, we might still be able to explain why it is with us today.
“Granted, even if the bias isn't an adaptation, we might still be able to explain why it is with us today.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationConfirmation bias can take effect in the absence of a preferred view and might lead one to support even beliefs that one wants to be false.
“So confirmation bias is also importantly different from motivated reasoning, as it can take effect in the absence of a preferred view and might lead one to support even beliefs that one wants to be false (e.g., when one believes the catastrophic effects of climate change are unavoidable; Steel 2018).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Steel 2018 source
Classified as probably not a substantial claim.
PremisecitationUnmotivated confirmation bias operates when people process data in one-sided, partial ways that support their predetermined views no matter whether they favor them.
“Unmotivated confirmation bias, however, operates when people process data in one-sided, partial ways that support their predetermined views no matter whether they favor them.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Premisenone givenConfirmation bias can plausibly be, and typically is, construed as a distinctive cognition.
“Despite overlapping with motivated reasoning, confirmation bias can thus plausibly be (and typically is) construed as a distinctive cognition.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningSince ancestral groups were likely largely viewpoint homogeneous, in supporting intention-alignment in these social environments, confirmation bias would have facilitated group polarization, which is prima facie evolutionarily disadvantageous.
“Moreover, since our ancesteral groups are (as noted above) likely to have been largely viewpoint homogenous, in supporting intention-alignment in these social environments, confirmation bias would have again facilitated group polarization, which is prima facie evolutionarily disadvantageous.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationcitationSearching for information supporting one's beliefs and ignoring contradictory data is epistemically disadvantageous when what one takes to be reality is and stays different from what one believes it to be.
“Confirmation bias is typically taken to work against an individual's truth tracking (Mercier and Sperber 2017: 215;Peters 2018: 15), and indeed searching for information supporting one's beliefs and ignoring contradictory data is epistemically disadvantageous when what one takes to be reality is and stays different from what one believes it to be.”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationBy definition, dysfunctional traits should be more prone to extinction than functional ones.
“By definition, dysfunctional traits should be more prone to extinction than functional ones (Nickerson 1998).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Nickerson 1998 source
May combine two claims.
PremisecitationSelf-fulfilling prophecies tend to occur only when targets are able to change in accordance with the trait ascriptions, when the ascriptions are believable rather than unrealistic, and when the ascriber holds more power than the ascribee.
“For instance, they tend to occur only when targets are able to change in accordance with the trait ascriptions, when the latter are believable rather than unrealistic (Alfano 2013: 91f), and when the ascriber holds more power than the ascribee (Copeland 1994: 264f).”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationPowerful people tend to fail to take into account contradictory data about subordinates and attend more to supporting information; relative to powerless, they display stronger confirmation bias.
“Goodwin et al. (2000) found just that: powerful people, in particular, tend to fail to take into account data that may contradict their social beliefs (capturing, e.g., stereotypes) about subordinates and attend more closely to information that supports their expectations.Relative to the powerless, powerful people displayed a stronger confirmation bias in their thinking about subordinates (ibid: 2”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Goodwin et al. 2000 source
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe RM account is compatible with the view that confirmation bias was also selected for adaptive effects related to non-social beliefs.
“First, the RM account is compatible with the view that confirmation bias was also selected for adaptive effects related to non-social beliefs.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S1 (asserted), S4 (based).
InterpretationreasoningIf confirmation bias was selected for facilitating reality matching, then the bias should be common and pronounced for social beliefs and when social conditions are conducive to reality matching.
“If, as the RM account proposes, confirmation bias was selected for facilitating the process of making reality match our beliefs, then the bias should be common and pronounced when (1) it comes to social beliefs, that is, beliefs (a) about oneself, (b) about other people, and (c) about social structures that the subject can determine, and when (2) social conditions are conducive to reality matching”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationInsignificant confirmation bias for non-social matters contrasts with significant confirmation bias for beliefs about people and social affairs subject can determine.
“This insignificant confirmation bias with respect to beliefs about non-social matters contrasts with findings of a significant confirmation bias with respect to beliefs about people (Talaifar and Swann 2017;Goodwin et al. 2000;Marks and Fraley 2006;Darley and Gross 1983), and, as I shall argue now, social affairs whose reality the subject can determine.”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
InterpretationreasoningJill's biased processing is more adaptive than Jack's approach: a confirmation bias provides her with certainty and simpler information processing that simultaneously facilitates accurate predictions (via contributing to SFPs).
“Jill's biased processing is thus more adaptive than Jack's approach: a confirmation bias provides her with certainty and simpler information processing that simultaneously facilitates accurate predictions (via contributing to SFPs).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S1 (asserted).
InterpretationreasoningIf confirmation bias was selected for reality matching, it should be particularly pronounced for beliefs about other people, especially in situations conducive to reality matching.
“If confirmation bias was selected for sustaining social beliefs for the sake of reality matching then the bias should also be particularly pronounced when it comes to beliefs about other people especially in situations conducive to reality matching.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMotivated confirmation bias is an instance of motivated reasoning.
“as mentioned above, motivated confirmation bias is an instance of motivated reasoning (Nickerson 1998)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Nickerson 1998 source
Classified as probably not a substantial claim.
InterpretationcitationSocially skilled people should request matching questions.
“Socially skilled people ('high self-monitors') should thus request 'matching questions', say, in an interview setting, for instance, when testing the introvert hypothesis, an interviewer could ask questions that are answered 'yes' by a typical introvert (e.g., 'Do you like to stay alone?'),confirming the presence of the hypothesized trait (ibid).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenThe special role of social beliefs in our species lends plausibility to the assumption that the costs of the bias' overgeneralizing might be lower than the costs of its failing to generalize.
“the special role of social beliefs in our species (compared to others species) lends plausibility to the assumption that the costs of the bias' overgeneralizing might be lower than the costs of its failing to generalize.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The costs of the bias' overgeneralizing might be lower than the costs of its failing to generalize.
Probably not a substantial claim: may not pass S1 (asserted).
InterpretationcitationIf confirmation bias serves to facilitate social interaction by matching beliefs and social reality, then it should be increased for trait attributions to others in subjects who care about social interactions.
“Similarly, if confirmation bias serves to facilitate social interaction by contributing to a match between beliefs and social reality then the bias should be increased with respect to trait attributions to other people in subjects who care about social interactions compared to other subjects.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe RM account proposes that the bias often facilitates social understanding: in making us less sensitive to our interlocutor's opposing perspective, it helps us remain confident about our social beliefs, which increases the probability of SFPs that in turn make people more predictable and mindreadable.
“The RM account, on the other hand, proposes that the bias often facilitates social understanding: in making us less sensitive to our interlocutor's opposing perspective, it helps us remain confident about our social beliefs, which increases the probability of SFPs that in turn make people more predictable and mindreadable.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningConfirmation bias hinders us in anticipating people's objections, weakening argumentative skill and increasing risk of appearing incompetent in argumentative exchanges.
“This was problematic because the bias hinders us in anticipating people's objections, which weakens our argumentative skill and increases the risk of us appearing incompetent in argumentative exchanges.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe RM account casts new light on the epistemic character of confirmation bias.
“And it casts new light on the epistemic character of confirmation bias.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningWhen the bias targets positive social beliefs, this serves both the subject and the group, assisting them in their development while also making their social cognition more effective and tractable.
“When the bias targets positive social beliefs, this serves both the subject and the group, assisting them in their development (to become, e.g., more communicative or knowledgeable) while also making their social cognition more effective and tractable.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningAn account of the function of confirmation bias that attends to the socially constructive aspect coheres with data from across the psychological sciences, avoids many shortcomings of competitor views, and has explanatory benefits.
“If we attend to it, an account of the function of confirmation bias becomes available that coheres with data from across the psychological sciences, manages to avoid many of the shortcomings of competitor views, and has explanatory benefits that help advance the research on the function, nature, and epistemic character of the bias.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe RM account is preferable to the group-cognition view because it doesn't rely on group selection and doesn't tie adaptive effects to viewpoint diversity.
“The RM account is preferable to the group-cognition view because it doesn't rely on a notion of group selection but concerns primarily individual-level benefits, and it doesn't tie the adaptive effects of the bias to conditions of viewpoint diversity.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningWhen it targets negative social beliefs, in promoting reality matching, the bias might contribute to ethically problematic outcomes, but it can then still support social conformity and predictability, which were perhaps especially in ancestral tribal groups adaptive.
“When it targets negative social beliefs, in promoting reality matching, the bias might contribute to ethically problematic outcomes, but it can then still support social conformity and predictability, which were perhaps especially in ancestral tribal groups adaptive.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningA general tendency to think that one's views rest on good reasons even when one doesn't know them is a tendency to favor and confirm these views while resisting balanced scrutiny of their basis.
“For a general tendency to think that one's views rest on good reasons even when one doesn't know them is a tendency to favor and confirm these views while resisting balanced scrutiny of their basis.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenThe RM account pertains to the function of confirmation bias, not folk psychology.
“For instance, the RM account pertains to the function of confirmation bias, not folk psychology.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningAdaptive SFP-related effects of confirmation bias increase individuals' fitness and can emerge whenever people hold beliefs about each other, interact, and fulfill social expectations.
“It proposes instead that the adaptive SFP-related effects of the bias increase individuals' fitness (e.g., by facilitating their navigation of the social world, aligning them/others with their group's conceptions etc.) and can emerge whenever people hold beliefs about each other, interact, and fulfill social expectations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenIn ancestral, 'tribal' groups of highly interdependent subjects, even accumulative SFPs of stereotypes would perhaps still have contributed to conformity and social stability.
“However, in ancestral, 'tribal' groups of highly interdependent subjects, even accumulative SFPs of, e.g., stereotypes would perhaps still have contributed to conformity and social stability.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningIf it is a general default tendency to assume that any view that one holds rests on good reasons, then that suggests the presence of a confirmation bias.
“If it is a general default tendency to assume that any view that one holds rests on good reasons, then that would again suggest the presence of a confirmation bias.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone givenThe RM account is consistent with and provides new contributions to different areas of evolutionary theorizing on human cognition.
“Second, it is consistent with, and provides new contributions to, different areas of evolutionary theorizing on human cognition.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe RM account avoids the intention-alignment problem because it suggests that disregarding objections or counterevidence to one's beliefs helps one remain convinced about them, which helps align social reality with them, producing adaptive outcomes.
“The RM account avoids this problem because it suggests that by disregarding objections or counterevidence to one's beliefs, one can remain convinced about them, which helps align social reality (not only, e.g., people's intentions) with them, producing the adaptive outcomes outlined above.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningIf confirmation bias was selected for reinforcing preconceptions to promote SFPs, then in one's own reasoning one only needs to justify beliefs to oneself, so first acceptable point suffices.
“The RM account avoids these problems: if confirmation bias was selected for reinforcing our preconceptions about people to promote SFPs then, since in one's own reasoning one only needs to justify one's beliefs to oneself, the first point one finds acceptable will suffice.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenIt is doubtful that ancestral groups met the viewpoint diversity condition.
“Yet, it is doubtful that ancestral groups met this condition.”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
In ancestral groups of heavily interdependent subjects, positive social beliefs about in-group members (in-group favoritism) are likely to have been more prevalent than negative ones.
“If we combine these considerations with the assumption that in ancestral groups of heavily interdependent subjects, positive social beliefs about in-group members (in-group favoritism) are likely to have been more prevalent than negative ones, then there is reason to hold that the SFPs of the social conceptions in the groups at issue were more often than not adaptive.”
The authors state this as an assumption.
Direct doxastic voluntarism is false.
“Assuming direct doxastic voluntarism is false (Matheson and Vitz 2014), how can they nonetheless be formed and confidently maintained?”
The authors state this as an assumption.
A trusts the ascriber.
“Additionally, the better you are at conveying to A your conviction that he has T, the more confident he himself will be that he has that trait (assuming he trusts you) (Sniezek and Van Swol 2001).”
The authors state this as an assumption.
Confirmation bias operates on swift first impressions in everyday social interactions.
“Assuming that confirmation bias operates on them nonetheless, the bias will frequently be adaptive in the ways just mentioned.”
The authors state this as an assumption.
The costs of the bias' overgeneralizing might be lower than the costs of its failing to generalize.
“the special role of social beliefs in our species (compared to others species) lends plausibility to the assumption that the costs of the bias' overgeneralizing might be lower than the costs of its failing to generalize.”
The paper relies on this without support.
Subjects have a keen interest in reality corresponding to their ideological conceptions.
“For subjects have a keen interest in reality corresponding to their ideological conceptions.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The potential harm of public scientific testimony is more closely linked to claims about negative features than to claims about positive features.
“the potential harm of PST is (as will become clearer below) more closely linked to claims about negative than positive features.”
From Science Communication and the Problematic Impact of Descriptive Norms (2023) · cites this paper as Peters [2022]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Cited page falls outside the reference's page range
MinorThe citation points to page 133, but the paper's reference lists that work as spanning pages 117-125.
“(Willard and Madon 2016: 133)”
“Interpersonal and intrapersonal expec- tancies (pp. 117-125). London: Routledge.”
The stated cost-benefit comparison reverses
MinorThe paper says the costs of confirmation bias can outweigh its benefits, but then argues that the costs of its overgeneralizing may be lower than the costs of its failing to generalize. These give opposite directions for the tradeoff used to defend the account.
“it is worth taking seriously the possibility that these costs can often outweigh the benefits.”
“the costs of the bias' overgeneralizing might be lower than the costs of its failing to generalize.”
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Campa-Bousoño, C., Barranco, D., García-Pérez, Á., & Biel-Maeso, M. (2025) · Science & Education · doi:10.1007/s11191-025-00706-4 · Cited by 1 · see citing works
- Authors
- Peters, U.
- Affiliations
- University of Southern Denmark (DK)
- Corresponding author
- Peters, Uwe
- ORCID
- Peters, Uwe
- Venue
- Erkenntnis
- Published
- 2020-04-20
- Volume
- 87
- Issue
- 3
- Pages
- 1351-1376
- ISSN
- 0165-0106 (ISSN-L)
- 1572-8420
- OpenAlex
- W3018395703
- Cited by
- 163
- References
- 129
- Citations by year
- 2026: 20 · 2025: 46 · 2024: 33 · 2023: 27 · 2022: 27 · 2021: 8 · 2020: 1
- FWCI
- 92.31
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Erkenntnis (publishedVersion, cc-by)
- University of Southern Denmark Research Portal (University of Southern Denmark) (publishedVersion, cc-by)
- UCL Discovery (University College London) (submittedVersion)
- PhilPapers (PhilPapers Foundation) (submittedVersion)
- Topics
- Social Sciences › Arts and Humanities › Philosophy › Epistemology, Ethics, and Metaphysics
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Philosophy and Theoretical Science
- Keywords
- confirmation bias, adaptive function, belief formation, social influence, epistemic benefits, epistemology of belief
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-23.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-23.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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