reducing bias

USAGE SUMMARY

The phrase "reducing bias" is correct and usable in written English.
It can be used when discussing strategies to manage bias and prejudice in situations. For example, "By reducing bias in the workplace, companies can create a positive environment for workers from all backgrounds and cultures."

✓ Grammatically correct

Science

News & Media

Academia

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Read the rest of our series on reducing bias in criminal justice.

University of California, Berkeley

Learning curriculum for reducing bias: Leveraging existing resources and best practices at Stanford and beyond, UIT is partnering with Business Affairs HR to develop a learning curriculum focused on reckoning with and reducing bias in the workplace.

Stanford University

Students learn how eliminating discrimination in machine learning requires more than simply reducing bias in the technical sense.

Harvard University

D. Eckles, B. Karrer, J. Ugander (2014) "Design and analysis of experiments in networks: Reducing bias from interference", arXiv.

Stanford University

A systematic design method for reducing bias in observers is developed.

IFAC Proceedings Volumes

While programs aimed at strengthening women's leadership skills are valuable, companies also need to focus on the more fundamental — and more difficult — problem of reducing bias.

Harvard Business Review

Our data can't determine whether this is true or not, but we don't think this changes the argument for reducing bias.

Harvard Business Review

Her findings suggest that reducing bias in teens needs a multi-pronged approach, one that promotes cross-group friendships and empathy-building, as well as societal changes.

University of California, Berkeley

"The frustration with performance appraisal is certainly understandable," Murphy said, "but if alternatives become more subjective and less attention is given to reducing bias, there is potential for serious problems down the road".

The New Yorker

Similarly detailed procedures are called for in reducing bias in police work and in conducting photographic lineups to avoid undue police influence in selecting suspects.

The New York Times

This finding does not apply to typical spray-painted patterns without well-defined particles, for which image blurring is only beneficial in reducing bias errors.

Optics and Lasers in Engineering

Expert writing Tips

Best practice

When writing about interventions, specify concrete steps taken for "reducing bias" to enhance clarity and demonstrate rigor. For example, detail blinding procedures in studies or bias-reduction training programs implemented in organizations.

Common error

Avoid vague statements about "reducing bias" without specifying the type of bias addressed (e.g., confirmation bias, selection bias) or the method used for reduction. Always provide context to ensure clarity and credibility.

Linguistic Context

The phrase "reducing bias" functions as a gerund phrase, acting as a noun. It describes the action of making something less prejudiced or skewed. Ludwig AI confirms its widespread use across diverse contexts.

Expression frequency: Very common

Frequent in

Science

39%

News & Media

29%

Academia

16%

Less common in

Formal & Business

13%

Reference

2%

Social Media

1%

Ludwig's WRAP-UP

In summary, the phrase "reducing bias" is a versatile and widely recognized term for describing efforts to minimize prejudice and errors in various contexts. As Ludwig AI confirms, its grammatical status is correct, and it appears frequently in science, news, academia, and formal business settings. While complete elimination of bias may be unattainable, focusing on "reducing bias" remains a crucial objective for promoting fairness and accuracy in decision-making and analysis. To enhance clarity and impact, always specify the type of bias addressed and the methods employed for reduction when using this phrase.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

minimizing bias

Focuses on achieving the smallest possible amount of bias, implying a more granular approach to bias reduction.

decreasing bias

Emphasizes the act of lessening bias, suggesting a gradual decline.

lessening bias

Highlights the alleviation of bias, implying a reduction in its severity.

mitigating bias

Suggests making bias less harmful or serious, focusing on the negative impacts.

alleviating bias

Emphasizes providing relief from bias, suggesting a removal of its burden.

correcting for bias

Focuses on adjusting for bias after it has occurred, aiming to nullify its effects.

counteracting bias

Implies actively working against bias, suggesting a direct opposition.

neutralizing bias

Suggests rendering bias ineffective or harmless, aiming for a state of impartiality.

addressing bias

Focuses on confronting and dealing with bias, highlighting the act of tackling the issue.

tackling bias

Implies a proactive and determined approach to handling bias.

FAQs

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

You can use "reducing bias" to describe actions aimed at minimizing prejudice or errors. For instance, "The company implemented new policies aimed at "reducing bias" in hiring practices" or "Reducing bias in data analysis is crucial for accurate results.

What are some strategies for "reducing bias" in research?

Strategies include using randomized controlled trials, blinding researchers and participants, and employing statistical methods to adjust for confounding variables. Each of these approaches helps in "reducing bias" and improving the validity of research findings.

What is the difference between "reducing bias" and "eliminating bias"?

"Reducing bias" implies minimizing the influence of prejudice or errors, while "eliminating bias" suggests completely removing it. In many real-world scenarios, "reducing bias" is a more realistic and achievable goal, as completely eliminating all forms of bias can be challenging.

Which is more effective: "reducing bias" or promoting diversity?

Both "reducing bias" and promoting diversity are important, and they often complement each other. Promoting diversity can help "reducing bias" by increasing exposure to different perspectives, while "reducing bias" ensures fair treatment and opportunities for all individuals, regardless of their background.