Cognitive Biases: Difference between revisions

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<seo title="Cognitive Biases List" metakeywords="cognitive biases website, cognitive biases review, cognitive biases theory, cognitive biases depression, cognitive biases overconfidence, cognitive biases and brain biology" metadescription="What are the most common cognitive biases and why do they happen in biology and psychology?"/>
'''Cognitive biases are systematic errors in thinking that affect everyone, often leading to incorrect conclusions when processing information from the world around us.''' These biases are usually the result of mental shortcuts, or [[heuristics]], that our brains use to simplify decision-making. When third parties with harmful intentions exploit these biases, it's referred to as "[[Dark Patterns|dark patterning]]." By understanding and learning about cognitive biases, you can better protect yourself from manipulation and their influence.
 
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'''Cognitive biases are systematic errors in thinking that occur in all people. They occur when we process information from the world around us leading to incorrect conclusions.''' One of the most common examples is [[Confirmation Bias|confirmation bias]] which refers to the tendency to search for, interpret, and remember information in a way that confirms one's preexisting beliefs or hypotheses, while disregarding or downplaying information that contradicts those beliefs or hypotheses. It can lead people to form inaccurate judgments and gain confidence to make flawed decisions as they may only consider information that supports their existing views and ignore important evidence to the contrary.
 
Cognitive biases are exploited in a range of industries to maintain users in a specific behavioural pattern, notable industries include:
 
* [[Psychological manipulation techniques|Marketing]]
* [[Gaming Manipulation Techniques|Gaming]] / Gambling


== The Objectivity Assumption ==
== The Objectivity Assumption ==
The best place to start to learn about biases is [[The Objectivity Assumption]] (see presentation above), which is the common held belief that one's self is absent of thought bias. Once understood, you will start to see how the various '''[[heuristics]], [[Thought Paradoxes|paradoxes]] or [[Logical fallacies|fallacies]]''' that make up the human mind forge our perception and are protected form change by the ego's difficulty in being proven wrong ([[cognitive dissonance]]). This is often because the ego  works to maintain and protect an individual’s self-image. Recognizing one's own cognitive biases might be seen as a threat to one’s competence or rationality, making it difficult to acknowledge them.
The best place to start to learn about biases is [[The Objectivity Assumption]], which is the common held belief that one's self is absent of thought bias. It can often be quite difficult to accept that the mind works erroneously due to [[cognitive dissonance]] however, once overcome this opens room to learn about the various personal '''[[heuristics]], [[Thought Paradoxes|paradoxes]]''' and '''[[Logical fallacies|fallacies]]''' that make up our minds.


== Types of Cognitive Bias ==
== Types of Cognitive Bias ==
There are a wide range of cognitive biases which can be classified by how they are driven, for instance egoic bias are caused by the strong pull of the ego not wanting to be proved wrong. Whereas social biases occur when the pull of the group influence how we think.
There are a wide range of cognitive biases, the most important to know are those which effect our primary way of understanding the world through our senses, these are called perceptual cognitive biases.
 
=== Perceptual Cognitive Biases ===
The world is incredibly complex, so it's natural that instead of critically analyzing every decision ourselves, we often rely on authority figures whom we believe are better equipped to make those decisions. In childhood, this authority is typically a parent, but later in life, it could be a doctor, religious leader, or other expert. This tendency gives rise to [[Authority Bias]], where we defer to these figures without fully exercising our own judgment. However, power often corrupt those we entrust with our decisions, making it essential to maintain our own [[Critical analysis|critical thinking skills]]. Being aware of this bias, and others that may influence us, helps preserve our personal agency and decision-making ability.
* [[Confirmation Bias|'''Confirmation bias''']] - refers to the tendency to search for, interpret, and remember information in a way that confirms one's preexisting beliefs or hypotheses, while disregarding or downplaying information that contradicts those beliefs or hypotheses. It can lead people to form inaccurate judgments and gain confidence to make flawed decisions as they may only consider information that supports their existing views and ignore important evidence to the contrary.
* '''[[Availability Bias|Availability Heuristic]]'''<ref>https://www.goodreads.com/book/show/11468377-thinking-fast-and-slow</ref> - people tend to use the ease with which they can think of examples when making decisions this is often compounded by the [[Survivorship Bias|survivorship bias]] which is our tendency to favour learning from winners.
* '''[[Bandwagon Effect]]''' (aka ''Groupthink'' or ''conformity bias'') - occurs within a group of people, in which the desire for harmony or conformity in the group results in an irrational or dysfunctional decision-making outcome.


=== Egoic Cognitive Biases ===
=== Egoic Cognitive Biases ===
These are cognitive biases which are all based around maintaining the ego's inflated sense of self:
These are cognitive biases which are all based around maintaining the [[ego]]'s inflated sense of self:


* '''[[Self-serving bias|Self-serving Bias]]''' -  the tendency to attribute one's successes to internal factors while blaming external factors for one's failures.
* '''[[Self-serving bias|Self-serving Bias]]''' -  the tendency to attribute one's successes to internal factors while blaming external factors for one's failures.
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*'''[[Sunk Cost Fallacy]]''' - the ego does not like to be proven wrong in its past investments. This fallacy occurs when a person is reluctant to abandon a strategy or course of action because they have invested heavily in it, even when it is clear that abandonment would be more beneficial.   
*'''[[Sunk Cost Fallacy]]''' - the ego does not like to be proven wrong in its past investments. This fallacy occurs when a person is reluctant to abandon a strategy or course of action because they have invested heavily in it, even when it is clear that abandonment would be more beneficial.   
*[[Loss Aversion Bias|'''Loss Aversion Bias''']] -  the pain of losing is psychologically about twice as powerful as the pleasure of gaining.   
*[[Loss Aversion Bias|'''Loss Aversion Bias''']] -  the pain of losing is psychologically about twice as powerful as the pleasure of gaining.   
=== Social Cognitive Biases ===
Social pressure exerts pressure on rational decision making to maintain the status quo causing:
* [[Authority Bias|'''Authority Bias''']] - the tendency to attribute greater accuracy to the opinion of an authority figure and be more influenced by that opinion. Social pressure can cause individuals to align their beliefs with those of an authority figure, even when those beliefs are incorrect.
* '''[[Bandwagon Effect]]''' (aka ''Groupthink'' or ''conformity bias'') - occurs within a group of people, in which the desire for harmony or conformity in the group results in an irrational or dysfunctional decision-making outcome.


=== Temporal Cognitive Biases ===
=== Temporal Cognitive Biases ===
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[[Energy frugal brain|The brain is the most energy hungry organ in our bodies]], so to save energy we have evolved shortcuts in our thinking to reduce cognitive load:
[[Energy frugal brain|The brain is the most energy hungry organ in our bodies]], so to save energy we have evolved shortcuts in our thinking to reduce cognitive load:


* '''[[Availability Bias|Availability Heuristic]]'''<ref>https://www.goodreads.com/book/show/11468377-thinking-fast-and-slow</ref> - people tend to use the ease with which they can think of examples when making decisions this is often compounded by the [[Survivorship Bias|survivorship bias]] which is our tendency to favour learning from winners.
* '''[[Halo Effect]]''' - it takes a lot of mental energy to fully assess another person's capabilities so people instinctively look for clues which point them in the general direction. This leads people to assume a person or thing is good in every way because of one good characteristic.
* '''[[Halo Effect]]''' - it takes a lot of mental energy to fully assess another person's capabilities so people instinctively look for clues which point them in the general direction. This leads people to assume a person or thing is good in every way because of one good characteristic.
* '''[[Status Quo Bias]]''' - it is difficult for us to change long held beliefs because of [[cognitive dissonance]].
* '''[[Status Quo Bias]]''' - it is difficult for us to change long held beliefs because of [[cognitive dissonance]].
* '''Anchoring Effect''' - the common human tendency to rely too heavily on the first piece of information offered (the “anchor”) when making decisions.
* '''[[Anchoring Effect]]''' - the common human tendency to rely too heavily on the first piece of information offered (the “anchor”) when making decisions.


===== Mathematic Cognitive Biases =====
===== Mathematic Cognitive Biases =====

Latest revision as of 08:40, 13 October 2024

Cognitive biases are systematic errors in thinking that affect everyone, often leading to incorrect conclusions when processing information from the world around us. These biases are usually the result of mental shortcuts, or heuristics, that our brains use to simplify decision-making. When third parties with harmful intentions exploit these biases, it's referred to as "dark patterning." By understanding and learning about cognitive biases, you can better protect yourself from manipulation and their influence.

The Objectivity Assumption

The best place to start to learn about biases is The Objectivity Assumption, which is the common held belief that one's self is absent of thought bias. It can often be quite difficult to accept that the mind works erroneously due to cognitive dissonance however, once overcome this opens room to learn about the various personal heuristics, paradoxes and fallacies that make up our minds.

Types of Cognitive Bias

There are a wide range of cognitive biases, the most important to know are those which effect our primary way of understanding the world through our senses, these are called perceptual cognitive biases.

Perceptual Cognitive Biases

The world is incredibly complex, so it's natural that instead of critically analyzing every decision ourselves, we often rely on authority figures whom we believe are better equipped to make those decisions. In childhood, this authority is typically a parent, but later in life, it could be a doctor, religious leader, or other expert. This tendency gives rise to Authority Bias, where we defer to these figures without fully exercising our own judgment. However, power often corrupt those we entrust with our decisions, making it essential to maintain our own critical thinking skills. Being aware of this bias, and others that may influence us, helps preserve our personal agency and decision-making ability.

  • Confirmation bias - refers to the tendency to search for, interpret, and remember information in a way that confirms one's preexisting beliefs or hypotheses, while disregarding or downplaying information that contradicts those beliefs or hypotheses. It can lead people to form inaccurate judgments and gain confidence to make flawed decisions as they may only consider information that supports their existing views and ignore important evidence to the contrary.
  • Availability Heuristic[1] - people tend to use the ease with which they can think of examples when making decisions this is often compounded by the survivorship bias which is our tendency to favour learning from winners.
  • Bandwagon Effect (aka Groupthink or conformity bias) - occurs within a group of people, in which the desire for harmony or conformity in the group results in an irrational or dysfunctional decision-making outcome.

Egoic Cognitive Biases

These are cognitive biases which are all based around maintaining the ego's inflated sense of self:

  • Self-serving Bias - the tendency to attribute one's successes to internal factors while blaming external factors for one's failures.
  • Fundamental attribution error - an individual's tendency to attribute another's actions to their character or personality while attributing their behaviour to external situational factors outside of their control.
  • Optimism Bias - the ego doesn't like to think it will fail, therefore you will feel less likely to experience a negative event relative to others.
  • Negativity Bias - opposite to the above, and one of the fundamental features of clinical depression. Negativity bias is the psychological phenomenon in which negative information or experiences have a stronger impact on our thoughts, emotions, and behaviors compared to positive ones.
  • Sunk Cost Fallacy - the ego does not like to be proven wrong in its past investments. This fallacy occurs when a person is reluctant to abandon a strategy or course of action because they have invested heavily in it, even when it is clear that abandonment would be more beneficial.
  • Loss Aversion Bias - the pain of losing is psychologically about twice as powerful as the pleasure of gaining.

Temporal Cognitive Biases

The egoic mind is so strong it can rewrite past memories in favour of itself:

  • Present Bias - the inclination to choose a smaller immediate reward over a larger future reward when faced with a trade-off decision.
  • Hindsight Bias - the tendency to think that an event was more obvious or predictable than it really was.
  • Rosy Retrospection Bias - where even when people have failed they overestimate the good aspects of the past.

Energy Frugal Brain Biases

The brain is the most energy hungry organ in our bodies, so to save energy we have evolved shortcuts in our thinking to reduce cognitive load:

  • Halo Effect - it takes a lot of mental energy to fully assess another person's capabilities so people instinctively look for clues which point them in the general direction. This leads people to assume a person or thing is good in every way because of one good characteristic.
  • Status Quo Bias - it is difficult for us to change long held beliefs because of cognitive dissonance.
  • Anchoring Effect - the common human tendency to rely too heavily on the first piece of information offered (the “anchor”) when making decisions.
Mathematic Cognitive Biases

A subset of energy frugal brain biases which primarily affect our mathematical and critical analysis skills include :

  • Additive Bias - we may be biased toward adding more things—more resources, more rules, more habits and responsibilities—rather than the opposite.
  • The Singularity Effect - we care disproportionately about an individual as compared to a group.
  • Number Association Bias - numbers on objects or people can subconsciously dictate specific attributes.

Other Cognitive Biases

  • Scarcity Effect - makes people more likely to buy something when they think it’s about to run out or be taken away from them.
  • Appeal to Pity - someone accused of a crime using a cane or walker to appear more feeble in front of a jury is one example of appeal to pity.

Personal Bias Suppression

Analysing one's beliefs, preferences, or associations while experiencing personal bias suppression can lead to new perspectives that would take years of in depth psychoanalysis. The suppression of this innate tendency often induces the realization that certain aspects of a person's personality, worldview and culture are not reflective of objective truths about reality, but are in fact subjective or even delusional opinions.[2] This realization often leads to or accompanies deep states of insight and critical introspection which can create significant alterations in a person's perspective that last anywhere from days, weeks, months, or even years after the experience itself. Personal bias suppression is one of the hallmark effects of using psychedelics.

Bias Perception Advantage

Once you can see bias in yourself you will start to see bias in others. Artificial intelligence is doing this already by taking advantage of human heuristics to convince us that AI constructed language is in fact coming from a human. This is because human judgments of AI-generated language are handicapped by intuitive but flawed heuristics such as associating first-person pronouns, authentic words, or family topics with humanity. The latest GPT language algorithms know this and are taking advantage of this fact.[3]

References

  1. https://www.goodreads.com/book/show/11468377-thinking-fast-and-slow
  2. Weak phantasy and visionary phantasy: the phenomenological significance of altered states of consciousness. Horváth, Lajos; Szummer, Csaba; Szabo, Attila (2017). Phenomenology and the Cognitive Sciences. 17 (1): 117–129. doi:10.1007/s11097-016-9497-4. ISSN 1568-7759.
  3. AI-Mediated Communication: How the Perception that Profile Text was Written by AI Affects Trustworthiness. CHI '19: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. May 2019 Paper No.: 239Pages 1–13. https://doi.org/10.1145/3290605.3300469

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