Meaning & use
potential bias
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Meanings
nouncountable or uncountable
A possible unfairness in a situation, decision, or process that may favor one side over another.
Grammar: Can be used with 'a' or without an article: 'a potential bias' or 'potential bias'.
Patterns
- potential bias in something
- potential bias against someone
- potential bias towards someone
- show potential bias
The committee examined potential bias in the hiring process.
There is potential bias against older applicants in some industries.
The study found potential bias towards male candidates in promotion decisions.
nouncountable or uncountable
In research or statistics, a possible systematic error that could make results unrepresentative or misleading.
Grammar: Often used in academic contexts with words like 'reduce', 'avoid', or 'address'.
Patterns
- reduce potential bias
- address potential bias
- potential bias in the data
Researchers took steps to reduce potential bias in the survey sample.
The peer review process is designed to catch potential bias in published studies.
Potential bias in the data may have affected the final conclusions.
Common combinations
- potential bias against
- The report highlighted potential bias against minority-owned businesses.
- potential bias in favor of
- The rules were changed to avoid potential bias in favor of large donors.
- address potential bias
- The training session taught managers how to address potential bias in evaluations.
- perceived potential bias
- Even the appearance of potential bias can damage public trust.
Synonyms and how they differ
- possible unfairness
- This is a more general phrase used in everyday conversation, while 'potential bias' is more formal and often used in academic or professional contexts.
- prejudice
- Prejudice usually refers to a strong opinion formed without enough knowledge, often about people; potential bias is broader and can refer to any possible unfairness in a system or decision.
Opposites
Word family
- bias noun
- An unfair preference or dislike that affects judgment.
- biased adjective
- Unfairly favoring one side over another.
- potentially adverb
- In a way that is possible but not certain.
Commonly confused: potential bias or prejudice?
potential bias vs prejudice
Prejudice is a preconceived opinion, often negative, about a group of people. Potential bias is a broader term for any possible unfairness in a process or decision, not necessarily about people.
Practice
The auditor was asked to check for ______ in the selection process.
Choose one answer.
'Potential bias' is the correct noun phrase. 'Potential biased' is grammatically wrong because 'biased' is an adjective. 'Potentially bias' uses an adverb before a noun. 'Potential biasing' is not a standard noun phrase.
Make it your own
Write a sentence using “potential bias”, then check it and compare it with the examples above.