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bias

B1
adjective
Common

Pronunciation

UK

  • /bˈaɪəs/

US

  • /ˈbaɪəs/

Meanings

Noun

  1. an unfair or one-sided tendency in judgment

  2. a systematic tendency that skews data, measurement, or algorithmic output

  3. the diagonal direction across woven fabric, especially for cutting cloth

More meanings
  1. a steady voltage or current applied to a component to control how it operates

Verb

  1. to influence unfairly or make likely to favor one side

Beyond the definition

Imagine you're choosing between chocolate and vanilla ice cream. If you always pick chocolate, even before tasting the vanilla, that's one example of this tendency. A bias is a tendency to favor or disfavor one thing over another, often without realizing it. It can be a preference for certain people, ideas, or things. Everyone has them, shaped by our experiences and upbringing. Sometimes biases are harmless (like ice cream!), but other times they can lead to unfair judgments or decisions. A news source might have a political slant, meaning it presents stories in a way that favors one side. Or you might unconsciously favor people who share your hobbies. You can even use the word as a verb: to bias means to influence information or outcomes unfairly. Recognizing your own biases is the first step toward being more open-minded and fair.

Examples

  1. 1

    Report findings

    The report showed a clear bias toward larger cities.

  2. 2

    Hiring process

    We try to reduce bias in the hiring process.

  3. 3

    Survey design

    His questions were written in a way that introduced bias into the survey.

  4. 4

    Political writing

    The article was criticized for political bias.

More examples
  1. 5

    Thinking pattern

    Confirmation bias can make people notice only the evidence they already agree with.

    • Phraseconfirmation bias

      the habit of noticing information that supports what you already believe

  2. 6

    Historical data

    The model learned bias from historical data.

  3. 7

    Personal experience

    Don't let one bad experience bias you against the whole company.

    • Patternbias someone against + person/group/thing

      make them unfairly dislike that person, group, or thing

  4. 8

    Legal decision

    The judge reminded the jury not to let sympathy bias their decision.

See also

Similar

Shades of meaning

Contrast

Used with (collocations)

  • implicit bias
  • confirmation bias
  • show bias
  • bias against

Word family

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Forms and spellings

7 forms open this card.

Main spelling

  • biasnounverbadjective

Forms

  • biasedpast tenseverbnounadjective
  • biasespluralnounverbadjective
  • biasing-ing formverbnounadjective
  • biassedpast tensepast participleverbnounadjective
  • biassesverbnounadjective
  • biassing-ing formverbnounadjective