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Related Concept Videos

Bias01:22

Bias

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Bias refers to any tendency that prevents a question from being considered unprejudiced. In research, bias occurs when one outcome or answer is selected or encouraged over others in sampling or testing. Bias can occur during any research phase, including study design, data collection, analysis, and publication.
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
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Bias in Epidemiological Studies01:29

Bias in Epidemiological Studies

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Biases can arise at various stages of research, from study design and data collection to analysis and interpretation. Recognizing and addressing these biases is essential to ensure the validity and reliability of epidemiological findings.Broadly speaking, biases in epidemiology fall into three main categories: selection bias, information bias, and confounding. A more detailed description of possible biases is:  
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The Anchoring-and-Adjustment Heuristic01:25

The Anchoring-and-Adjustment Heuristic

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In order to make good decisions, we use our knowledge and our reasoning. Often, this knowledge and reasoning is sound and solid. However, sometimes, we are swayed by biases or by others manipulating a situation. For example, let’s say you and three friends wanted to rent a house and had a combined target budget of $1,600. The realtor shows you only very run-down houses for $1,600 and then shows you a very nice house for $2,000. Might you ask each person to pay more in rent to get the...
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Decision Making01:20

Decision Making

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Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
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Confirmation Biases01:31

Confirmation Biases

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The confirmation bias is the tendency to focus on information that confirms our existing beliefs and ignore information that is inconsistent with our expectations. For example, if you think that your professor is not very nice, you notice all of the instances of rude behavior exhibited by the professor while ignoring the countless pleasant interactions he is involved in on a daily basis. Have you ever fallen prey to the confirmation bias, either as the source or target of such bias?
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Stereotypes, Prejudice, and Discrimination02:55

Stereotypes, Prejudice, and Discrimination

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Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
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Operant Protocols for Assessing the Cost-benefit Analysis During Reinforced Decision Making by Rodents
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Biases and debiasing in policy decision-making.

Michaéla C Schippers1, Kasper P Kepp2,3, John P A Ioannidis3,4

  • 1Department of Organisation and Personnel Management, Erasmus University Rotterdam, Rotterdam, the Netherlands.

European Journal of Clinical Investigation
|May 3, 2025
PubMed
Summary
This summary is machine-generated.

Policy decisions often lack scientific rigor due to cognitive biases in evidence perception and intervention effectiveness. Debiasing strategies can improve decision-making quality and public trust in institutions.

Keywords:
biasdebiasingdecision sciencepolicymakingrisk perceptiontrust

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Area of Science:

  • Public Health
  • Policy Science
  • Cognitive Psychology

Background:

  • Effective policy decisions rely on rigorous scientific evidence and minimal bias.
  • Wicked problems and crises highlight challenges in using scientific evidence for policy.
  • Policymakers frequently exhibit biases, leading to suboptimal decisions and ineffective practices.

Purpose of the Study:

  • To identify and map key biases influencing policy decision-making.
  • To analyze biases across scientific evidence, policymakers, and citizens.
  • To explore potential debiasing processes and tools for improving policy outcomes.

Main Methods:

  • Mapping biases related to risk perception (minimizing/maximizing) and intervention effectiveness (minimizing/maximizing).
  • Categorizing common cognitive biases such as normalcy bias, ostrich effect, and action bias.
  • Reviewing debiasing strategies and their potential applications.

Main Results:

  • Biases manifest in how scientific evidence is perceived and how intervention effectiveness is evaluated.
  • Identified biases include crisis denial, moral panic, anti-medicine sentiments, and lobbyism.
  • Cognitive biases like normalcy bias, ostrich effect, and death spiral effect are prevalent.

Conclusions:

  • Addressing cognitive biases in policy-making is crucial for enhancing decision quality.
  • Debiasing can improve the implementation of policies and foster greater trust in institutions.
  • Mitigating bias benefits both scientific integrity and societal well-being.