MIXORA CONCEPT
Cognitive bias
A systematic pattern in judgment or memory that departs from a relevant standard or produces predictable error.
Bias is an analytical label for a pattern, not a diagnosis of stupidity or bad faith. The relevant standard and context must be stated.
What “Strong evidence” means
The core definition or effect is well established across authoritative standards, foundational research or a broad research literature. The label does not make every practical prediction certain.
VISUAL EXPLANATION · MARKER BOARDEstimates can remain pulled toward an initial number even when that number was arbitrary.
A bias observed on average does not predict every individual response.
Compared with which standard, and under which conditions, is the judgment biased?
A simplifying strategy or rule of thumb used to make judgments or solve problems efficiently.
→thoughtConfirmation biasA tendency to seek, interpret or remember information in ways that favor an existing belief or hypothesis.
→thought × bridgeFraming effectA change in judgment caused by how equivalent or closely related information is presented.
→thoughtAnchoringInsufficient adjustment of a judgment away from an initial value or reference point.
→SOURCES & TRUST
References
Last reviewed
- 01Judgment under Uncertainty: Heuristics and BiasesAcademic source
Amos Tversky & Daniel Kahneman · 1974 · Science
Classic account of representativeness, availability and anchoring in judgment under uncertainty. - 02Confirmation Bias: A Ubiquitous Phenomenon in Many GuisesAcademic source
Raymond S. Nickerson · 1998 · Review of General Psychology
Review of selective searching for and interpretation of evidence.
What the source labels mean
- Primary source
- Original work, experiment, standard or historical text.
- Academic source
- Scholarly research or review published for an academic audience.
- Reference source
- An expert standard, encyclopedia or institutional explanation that summarizes a field.
- General reference
- A practical specialist resource useful for application, but not treated as decisive research by itself.