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Contents contributed and discussions participated by katedriscoll

katedriscoll

What Is the Function of Confirmation Bias? | SpringerLink - 1 views

  • 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’
  • Confirmation bias is typically viewed as an epistemically pernicious tendency. For instance, Mercier and Sperber (2017: 215) maintain that the bias impedes the formation of well-founded beliefs, reduces people’s ability to correct their mistaken views, and makes them, when they reason on their own, “become overconfident” (Mercier 2016: 110).
katedriscoll

Frontiers | A Digital Nudge to Counter Confirmation Bias | Big Data - 1 views

  • Information disorder in current information ecosystems arises not only from the publication of “fake news,” but also from individuals' subjective reading of news and from their propagating news to others. Sometimes the difference between real and fake information is apparent. However, often a message is written to evoke certain emotions and opinions by taking partially true base stories and injecting false statements such that the information looks realistic. In addition, the perception of the trustworthiness of news is often influenced by confirmation bias. As a result, people often believe distorted or outright incorrect news and spread such misinformation further. For example, it was shown that in the months preceding the 2016 American presidential election, organizations from both Russia and Iran ran organized efforts to create such stories and spread them on Twitter and Facebook (Cohen, 2018). It is therefore important to raise internet users' awareness of such practices. Key to this is providing users with means to understand whether information should be trusted or not.
  • In this section, we discuss how social networks increase the spread of biased news and misinformation. We discuss confirmation bias, echo chambers and other factors that may subconsciously influence a person's opinion. We show how these processes can interact to form a vicious circle that favors the rise of untrustworthy sources. Often, when an individual thinks they know something, they are satisfied by an explanation that confirms their belief, without necessarily considering all possible other explanations, and regardless of the veracity of this information. This is confirmation bias in action. Nickerson (1998) defined it as the tendency of people to both seek and interpret evidence that supports an already-held belief.
katedriscoll

Confirmation Bias - Misinformation and Disinformation: Thinking Critically about Inform... - 1 views

  • Confirmation Bias: "subconscious tendency to seek and interpret information and other evidence in ways that affirm our existing beliefs, ideas, expectations, and/or hypotheses. Therefore, confirmation bias is both affected by and feeds our implicit biases. It can be most entrenched around beliefs and ideas that we are strongly attached to or that provoke a strong emotional response." Source: Facing History and Ourselves (This is a link to a lesson plan).
katedriscoll

Avoiding Psychological Bias in Decision Making - From MindTools.com - 0 views

  • In this scenario, your decision was affected by
  • confirmation bias. With this, you interpret market information in a way that confirms your preconceptions – instead of seeing it objectively – and you make wrong decisions as a result. Confirmation bias is one of many psychological biases to which we're all susceptible when we make decisions. In this article, we'll look at common types of bias, and we'll outline what you can do to avoid them.
  • Psychologists Daniel Kahneman, Paul Slovic, and Amos Tversky introduced the concept of psychological bias in the early 1970s. They published their findings in their 1982 book, "Judgment Under Uncertainty." They explained that psychological bias – also known as cognitive bias – is the tendency to make decisions or take action in an illogical way. For example, you might subconsciously make selective use of data, or you might feel pressured to make a decision by powerful colleagues. Psychological bias is the opposite of common sense and clear, measured judgment. It can lead to missed opportunities and poor decision making.
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  • Below, we outline five psychological biases that are common in business decision making. We also look at how you can overcome them, and thereby make better decisions.
katedriscoll

Confirmation Bias - an overview | ScienceDirect Topics - 0 views

  • Confirmation bias is a ubiquitous phenomenon, the effects of which have been traced as far back as Pythagoras’ studies of harmonic relationships in the 6th century B.C. (Nickerson, 1998), and is referenced in the writings of William Shakespeare and Francis Bacon (Risinger, Saks, Thompson, & Rosenthal, 2002). It is also a problematic phenomenon, having been implicated in “a significant fraction of the disputes, altercations, and misunderstandings that occur among individuals, groups, and nations” throughout human history, including the witch trials of Western Europe and New England, and the perpetuation of inaccurate medical diagnoses, ineffective medical treatments, and erroneous scientific theories (Nickerson, 1998, p. 175).
  • For over a century, psychologists have observed that people naturally favor information that is consistent with their beliefs or desires, and ignore or discount evidence to the contrary. In an article titled “The Mind’s Eye,” Jastrow (1899) was among the first to explain how the mind plays an active role in information processing, such that two individuals with different mindsets might interpret the same information in entirely different ways (see also Boring, 1930). Since then, a wealth of empirical research has demonstrated that confirmation bias affects how we perceive visual stimuli (e.g., Bruner & Potter, 1964; Leeper, 1935), how we gather and evaluate evidence (e.g., Lord, Ross, & Lepper, 1979; Wason, 1960), and how we judge—and behave toward—other people (e.g., Asch, 1946; Rosenthal & Jacobson, 1966; Snyder & Swann, 1978).
katedriscoll

Confirmation bias | BehavioralEconomics.com | The BE Hub - 0 views

  • Confirmation bias (Wason, 1960) occurs when people seek out or evaluate information in a way that fits with their existing thinking and preconceptions. The domain of science, where theories should advance based on both falsifying and supporting evidence, has not been immune to bias, which is often associated with people processing hypotheses in ways that end up confirming them (Oswald & Grosjean, 2004). Similarly, a consumer who likes a particular brand and researches a new purchase may be motivated to seek out customer reviews on the internet that favor that brand. Confirmation bias has also been related to unmotivated processes, including primacy effects and anchoring, evident in a reliance on information that is encountered early in a process (Nickerson, 1998).
katedriscoll

The Confirmation Bias: Why People See What They Want to See - Effectiviology - 0 views

  • The confirmation bias is a cognitive bias that causes people to search for, favor, interpret, and recall information in a way that confirms their preexisting beliefs. For example, if someone is presented with a lot of information on a certain topic, the confirmation bias can cause them to only remember the bits of information that confirm what they already thought.The confirmation bias influences people’s judgment and decision-making in many areas of life, so it’s important to understand it. As such, in the following article you will first learn more about the confirmation bias, and then see how you can reduce its influence, both in other people’s thought process as well as in your own.
katedriscoll

Confirmation bias - Catalog of Bias - 0 views

  • Confirmation bias occurs when an individual looks for and uses the information to support their own ideas or beliefs. It also means that information not supporting their ideas or beliefs is disregarded. Confirmation bias often happens when we want certain ideas to be true. This leads individuals to stop gathering information when the retrieved evidence confirms their own viewpoints, which can lead to preconceived opinions (prejudices) that are not based on reason or factual knowledge. Individuals then pick out the bits of information that confirm their prejudices. Confirmation bias has a long history. In 1620, Francis Bacon described confirmation bias as: “Once a man’s understanding has settled on something (either because it is an accepted belief or because it pleases him), it draws everything else also to support and agree with it. And if it encounters a larger number of more powerful countervailing examples, it either fails to notice them, or disregards them, or makes fine distinctions to dismiss and reject them, and all this with much dangerous prejudice, to preserve the authority of its first Conceptions.” (Bacon 1620)
  • The impact of confirmation bias can be at the level of the individual all the way up to institution level. DuBroff showed that confirmation bias influenced expert guidelines on cholesterol and was highly prevalent when conflicts of interests were present (DuBroff 2017). He found that confirmation bias occurred due to a failure to incorporate evidence, or through misrepresentation of the evidence, which had the potential  to skew guideline recommendations
katedriscoll

Confirmation bias in the utilization of others' opinion strength | Nature Neuroscience - 0 views

  • Humans tend to discount information that undermines past choices and judgments. This
  • confirmation bias has significant impact on domains ranging from politics to science and education. Little is known about the mechanisms underlying this fundamental characteristic of belief formation. Here we report a mechanism underlying the confirmation bias. Specifically, we provide evidence for a failure to use the strength of others’ disconfirming opinions to alter confidence in judgments, but adequate use when opinions are confirmatory. This bias is related to reduced neural sensitivity to the strength of others’ opinions in the posterior medial prefrontal cortex when opinions are disconfirming. Our results demonstrate that existing judgments alter the neural representation of information strength, leaving the individual less likely to alter opinions in the face of disagreement.
katedriscoll

Confirmation bias - 0 views

  • In psychology and cognitive science, confirmation bias (or confirmatory bias) is a tendency to search for or interpret information in a way that confirms one's preconceptions, leading to statistical errors. Confirmation bias is a type of cognitive bias and represents an error of inductive inference toward confirmation of the hypothesis under study. Confirmation bias is a phenomenon wherein decision makers have been shown to actively seek out and assign more weight to evidence that confirms their hypothesis, and ignore or underweigh evidence that could disconfirm their hypothesis. As such, it can be thought of as a form of selection bias in collecting evidence.
katedriscoll

What Is Confirmation Bias? | Psychology Today - 0 views

  • Confirmation bias occurs from the direct influence of desire on beliefs. When people would like a certain idea or concept to be true, they end up believing it to be true. They are motivated by wishful thinking. This error leads the individual to stop gathering information when the evidence gathered so far confirms the views or prejudices one would like to be true.
  • Confirmation bias can also be found in anxious individuals, who view the world as dangerous. For example, a person with low self-esteem is highly sensitive to being ignored by other people, and they constantly monitor for signs that people might not like them. Thus, if you are worried that someone is annoyed with you, you are biased toward all the negative information about how that person acts toward you. You interpret neutral behavior as indicative of something negative.
katedriscoll

Confirmation Bias | Simply Psychology - 0 views

  • Confirmation Bias is the tendency to look for information that supports, rather than rejects, one’s preconceptions, typically by interpreting evidence to confirm existing beliefs while rejecting or ignoring any conflicting data (American Psychological Association).
  • experiment by Peter Watson (1960) in which the subjects were to find the experimenter’s rule for sequencing numbers.Its results showed that the subjects chose responses that supported their hypotheses while rejecting contradictory evidence, and even though their hypotheses were not correct, they became confident in them quickly (Gray, 2010, p. 356).Though such evidence of the confirmation bias has appeared in psychological literature throughout history, the term ‘confirmation bias’ was first used in a 1977 paper detailing an experimental study on the topic (Mynatt, Doherty, & Tweney, 1977).
  • This type of confirmation bias explains people’s search for evidence in a one-sided way to support their hypotheses or theories.Experiments have shown that people provide tests/questions that are designed to yield “yes” if their favored hypothesis was true, and ignore alternative hypotheses that are likely to give the same result.This is also known as congruence heuristic (Baron, 2000, p.162-64). Though the preference for affirmative questions itself may not be bias, there are experiments that have shown that congruence bias does exist.
katedriscoll

Frontiers | A Neural Network Framework for Cognitive Bias | Psychology - 0 views

  • Human decision-making shows systematic simplifications and deviations from the tenets of rationality (‘heuristics’) that may lead to suboptimal decisional outcomes (‘cognitive biases’). There are currently three prevailing theoretical perspectives on the origin of heuristics and cognitive biases: a cognitive-psychological, an ecological and an evolutionary perspective. However, these perspectives are mainly descriptive and none of them provides an overall explanatory framework for
  • the underlying mechanisms of cognitive biases. To enhance our understanding of cognitive heuristics and biases we propose a neural network framework for cognitive biases, which explains why our brain systematically tends to default to heuristic (‘Type 1’) decision making. We argue that many cognitive biases arise from intrinsic brain mechanisms that are fundamental for the working of biological neural networks. To substantiate our viewpoint, we discern and explain four basic neural network principles: (1) Association, (2) Compatibility, (3) Retainment, and (4) Focus. These principles are inherent to (all) neural networks which were originally optimized to perform concrete biological, perceptual, and motor functions. They form the basis for our inclinations to associate and combine (unrelated) information, to prioritize information that is compatible with our present state (such as knowledge, opinions, and expectations), to retain given information that sometimes could better be ignored, and to focus on dominant information while ignoring relevant information that is not directly activated. The supposed mechanisms are complementary and not mutually exclusive. For different cognitive biases they may all contribute in varying degrees to distortion of information. The present viewpoint not only complements the earlier three viewpoints, but also provides a unifying and binding framework for many cognitive bias phenomena.
  • The cognitive-psychological (or heuristics and biases) perspective (Evans, 2008; Kahneman and Klein, 2009) attributes cognitive biases to limitations in the available data and in the human information processing capacity (Simon, 1955; Broadbent, 1958; Kahneman, 1973, 2003; Norman and Bobrow, 1975)
katedriscoll

Cognitive Biases: What They Are and How They Affect People - Effectiviology - 0 views

  • A cognitive bias is a systematic pattern of deviation from rationality, which occurs due to the way our cognitive system works. Accordingly, cognitive biases cause us to be irrational in the way we search for, evaluate, interpret, judge, use, and remember information, as well as in the way we make decisions.
  • Cognitive biases affect every area of our life, from how we form our memories, to how we shape our beliefs, and to how we form relationships with other people. In doing so, they can lead to both relatively minor issues, such as forgetting a small detail from a past event, as well as to major ones, such as choosing to avoid an important medical treatment that could save our life.Because cognitive biases can have such a powerful and pervasive influence on ourselves and on others, it’s important to understand them. As such, in the following article you will learn more about cognitive biases, understand why we experience them, see what types of them exist, and find out what you can do in order to mitigate them successfully.
katedriscoll

Cognitive Bias: Understanding How It Affects Your Decisions - 0 views

  • A cognitive bias is a flaw in your reasoning that leads you to misinterpret information from the world around you and to come to an inaccurate conclusion. Because you are flooded with information from millions of sources throughout the day, your brain develops ranking systems to decide which information deserves your attention and which information is important enough to store in memory. It also creates shortcuts meant to cut down on the time it takes for you to process information. The problem is that the shortcuts and ranking systems aren’t always perfectly objective because their architecture is uniquely adapted to your life experiences
  • Anchoring bias is the tendency to rely heavily on the first information you learn when you are evaluating something. In other words, what you learn early in an investigation often has a greater impact on your judgment than information you learn later. In one study, for example, researchers gave two groups of study participants some written background information about a person in a photograph. Then they asked them to describe how they thought the people in the photos were feeling. People who read more negative background information tended to infer more negative feelings, and people who read positive background information tended to infer more positive feelings. Their first impressions heavily influenced their ability to infer emotions in others.
  • Another common bias is the tendency to give greater credence to ideas that come to mind easily. If you can immediately think of several facts that support a judgment, you may be inclined to think that judgment is correct. For example, if a person sees multiple headlines about shark attacks in a coastal area, that person might form a belief that the risk of shark attacks is higher than it is.The American Psychological Association points out that when information is readily available around you, you’re more likely to remember it. Information that is easy to access in your memory seems more reliable.
katedriscoll

What are Cognitive Biases? | Interaction Design Foundation (IxDF) - 0 views

  • ognitive bias is an umbrella term that refers to the systematic ways in which the context and framing of information influence individuals’ judgment and decision-making. There are many kinds of cognitive biases that influence individuals differently, but their common characteristic is that—in step with human individuality—they lead to judgment and decision-making that deviates from rational objectivity.
  • In some cases, cognitive biases make our thinking and decision-making faster and more efficient. The reason is that we do not stop to consider all available information, as our thoughts proceed down some channels instead of others. In other cases, however, cognitive biases can lead to errors for exactly the same reason. An example is confirmation bias, where we tend to favor information that reinforces or confirms our pre-existing beliefs. For instance, if we believe that planes are dangerous, a handful of stories about plane crashes tend to be more memorable than millions of stories about safe, successful flights. Thus, the prospect of air travel equates to an avoidable risk of doom for a person inclined to think in this way, regardless of how much time has passed without news of an air catastrophe.
katedriscoll

Cognitive Biases and the Human Brain - The Atlantic - 1 views

  • Present bias shows up not just in experiments, of course, but in the real world. Especially in the United States, people egregiously undersave for retirement—even when they make enough money to not spend their whole paycheck on expenses, and even when they work for a company that will kick in additional funds to retirement plans when they contribute.
  • hen people hear the word bias, many if not most will think of either racial prejudice or news organizations that slant their coverage to favor one political position over another. Present bias, by contrast, is an example of cognitive bias—the collection of faulty ways of thinking that is apparently hardwired into the human brain. The collection is large. Wikipedia’s “List of cognitive biases” contains 185 entries, from actor-observer bias (“the tendency for explanations of other individuals’ behaviors to overemphasize the influence of their personality and underemphasize the influence of their situation … and for explanations of one’s own behaviors to do the opposite”) to the Zeigarnik effect (“uncompleted or interrupted tasks are remembered better than completed ones”)
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