exhibit bias

USAGE SUMMARY

"exhibit bias" is a correct and usable phrase in written English.
You can use it to mean that someone or something is displaying some kind of prejudice or prejudicial thinking. Example: The news report exhibited bias in favor of the government's position.

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

19 human-written examples

It's not the first time AI programs have been shown to exhibit bias.

The Guardian - Opinion

Although positive about the technology's benefits, the report also discusses potential drawbacks: robotics might displace workers, for example, or algorithms used in policing might exhibit bias.

MIT Technology Review

Moreover, junctions (2,2 CNT/(2,2)BNNT and (4,0 CNT/(4,0)BNNT exhibit bias rectifying performance.

Materials & Design

In their research, Chan and Dickstein, an assistant professor of economics at NYU, set out to uncover whether committee members exhibit bias in their recommendations and, if they do, how much it affects overall prices.

Stanford University

By contrast, students who interacted mainly with others of similar backgrounds were more likely to exhibit bias toward others and perceive discrimination against their group.

Johns Hopkins University

The gender of the faculty participants did not affect responses, such that female and male faculty were equally likely to exhibit bias against the female student.

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

41 human-written examples

Even the smartest people exhibit biases in their judgments and choices.

Harvard Business Review

Animals inevitably exhibit biased behavior while exploring an open environment with boundaries (Supplementary Fig. 1e, f).

Nature

Evidence from this field shows how we can all exhibit biases in our behaviour without even being aware of them.

The Guardian - Opinion

People diagnosed with clinically significant depression or anxiety have been found to exhibit biases in the processing of emotional information, particularly when they are in the midst of a significant depressive or anxious episode.

Stanford University

The tested D2/3R agonist radiopharmaceuticals did not exhibit biased agonism in vitro.

EJNMMI Research

Expert writing Tips

Best practice

When using "exhibit bias", ensure the context clearly indicates the area in which the bias is present (e.g., "exhibit bias in hiring practices").

Common error

Avoid using "exhibit bias" without specifying the area or context. Unclear statements like "the study exhibits bias" can leave readers confused about what aspect is biased.

Linguistic Context

The phrase "exhibit bias" functions as a verb phrase where "exhibit" acts as a transitive verb taking "bias" as its object. This phrase indicates the act of displaying or showing a particular prejudice or inclination. Ludwig AI confirms this phrase is correct and usable in written English.

Expression frequency: Uncommon

Frequent in

News & Media

40%

Science

40%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "exhibit bias" is a grammatically sound and relatively common way to describe the act of displaying prejudice or unfair inclination. As Ludwig AI confirms, it's perfectly usable in written English. Predominantly found in news, scientific, and academic contexts, the phrase carries a neutral to formal tone, suitable for professional and analytical discourse. While the phrase is generally clear, ensure you specify the context or area in which the bias is apparent to avoid ambiguity. Consider alternative phrases like "demonstrate partiality" or "show favoritism" to add nuance to your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

show favoritism

Highlights the act of giving preferential treatment.

exhibit a predisposition

Similar to inclination, but suggests a pre-existing tendency.

demonstrate partiality

Focuses on showing favoritism, suggesting a leaning towards one side.

betray a leaning

Suggests an unintentional revelation of preference or bias.

display prejudice

Highlights preconceived judgments, typically negative, influencing behavior.

give evidence of unfairness

Directly addresses the presence of injustice or inequity.

reveal inclination

Emphasizes a tendency or preference, often without negative connotations.

present a skewed perspective

Emphasizes a point of view that lacks objectivity or is unbalanced.

indicate preference

Suggests a clear choice or leaning towards something.

manifest skew

Implies a distortion or deviation from what is considered normal or balanced.

FAQs

How can I use "exhibit bias" in a sentence?

You can use "exhibit bias" to describe situations where someone or something shows prejudice or a preference that isn't fair. For example, "The algorithm "exhibited bias" against female candidates".

What are some alternatives to "exhibit bias"?

Alternatives include "demonstrate partiality", "show favoritism", or "display prejudice" depending on the specific nuance you want to convey.

Which is correct, "exhibit bias" or "exhibit a bias"?

Both phrases are grammatically correct. "Exhibit bias" is generally used to describe a general tendency, while "exhibit a bias" might be used to describe a specific instance or type of bias.

Is it always negative to "exhibit bias"?

Yes, "exhibit bias" typically carries a negative connotation, suggesting unfairness or prejudice. However, in some technical contexts (e.g., scientific measurements), "bias" can simply refer to a systematic deviation without necessarily implying moral judgment.