decrease bias

USAGE SUMMARY

The phrase "decrease bias" is correct and usable in written English.
It can be used in contexts where you want to refer to reducing prejudice or unfairness in various situations, such as research, decision-making, or social interactions. Example: "To ensure fair outcomes, we must implement strategies to decrease bias in our evaluation process."

✓ Grammatically correct

Science

Academia

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

29 human-written examples

Mindfulness also encourages a kind of open awareness that can make one more attuned to what's actually occurring in the present moment hypothetically allowing one to filter out preconceptions from actual experience, and thereby decrease bias.

University of California, Berkeley

Methods that decrease bias or enhance precision of the results, such as standardization and blinding of outcome assessment, should be considered when a high risk of bias or high variability is expected.

Journal of Clinical Epidemiology

Though assigned mentorship and other professional programs can help decrease bias and increase diversity in organizations by exposing managers and employees to more people who are less like them, such relationships are by nature hierarchical and may actually aggravate individuals' prejudices.

Harvard Business Review

And a long line of research shows that increasing positive intergroup interactions where personal relationships can develop between people of different social groups can decrease bias, too, as long as the people involved are of equal status and of good will.

University of California, Berkeley

But because test scores might be affected by the preparatory resources in a given area, including the ZIP code in the model could actually decrease bias.

TechCrunch

Mandatory diversity trainings can lead to backlash effects that increase, rather than decrease, bias and sour participants on diversity as a goal.

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

31 human-written examples

These data points were removed to decrease biases in the trend analyses.

Plosone

Registration has been used for randomised trials to decrease biases in the evidence that determines the use of medical interventions.

British Medical Journal

Many authors have suggested that reducing the use of these shortcuts may decrease biases and errors (Bornstein and Emler 2001; Croskerry 2003; Graber et al. 2002).

Advances in Health Sciences Education

Professional norms significantly alter how disclosure affects advisors increasing bias in advice in business settings but decreasing bias in medical settings.

Yale University

This suggests that perhaps decreasing economic disparities and improving educational opportunities for all citizens may also be a good route to decreasing bias, she says.

University of California, Berkeley

Expert writing Tips

Best practice

When aiming to ensure objectivity in your writing, always consider specific methods to "decrease bias", such as blinding in studies or diverse perspectives in reporting.

Common error

Avoid simply stating the intention to "decrease bias" without outlining the concrete steps you'll take to achieve that goal. Be specific about the actions implemented to minimize bias.

Linguistic Context

The phrase "decrease bias" functions primarily as a verb phrase with a noun object. It expresses the action of reducing or lessening prejudice or partiality. Ludwig AI confirms its usability in written English.

Expression frequency: Common

Frequent in

Science

40%

Academia

30%

News & Media

15%

Less common in

Formal & Business

10%

Social Media

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "decrease bias" is a grammatically sound and commonly used expression that advocates for reducing prejudice or partiality across various contexts. As Ludwig AI confirms, it's appropriate for use in written English. While "reduce bias" is a close synonym, the specific choice often depends on the context. When using this phrase, be specific about the methods implemented to minimize bias, as vagueness is a common pitfall. The phrase finds frequent use in science, academia, and news and media, emphasizing the importance of objectivity and fairness.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

reduce bias

Focuses on lessening the impact of bias, similar to "decrease bias".

lessen bias

Emphasizes making bias smaller or weaker.

mitigate bias

Highlights the act of alleviating or minimizing the effects of bias.

alleviate bias

Stresses the easing or reduction of the burden caused by bias.

minimize bias

Implies reducing bias to the smallest possible amount.

curtail bias

Suggests limiting or restraining bias.

combat bias

Emphasizes actively fighting against bias.

counteract bias

Focuses on neutralizing the effects of bias.

neutralize bias

Highlights the aim of making bias ineffective or harmless.

correct for bias

Focuses on adjusting or compensating for the presence of bias.

FAQs

How can I use "decrease bias" in a research paper?

In research papers, you can use "decrease bias" when describing methods or procedures implemented to minimize prejudice or unfairness. For example, "Blinding participants helped to "decrease bias" in the study results".

What are some strategies to "decrease bias" in machine learning?

Strategies to "decrease bias" in machine learning include using diverse datasets, employing fairness-aware algorithms, and regularly auditing models for biased outcomes.

Which is a more common phrase, "decrease bias" or "reduce bias"?

Both "decrease bias" and "reduce bias" are commonly used, but "reduce bias" might be slightly more prevalent in general usage. However, the choice often depends on the specific context and writing style.

What is the difference between "decrease bias" and "eliminate bias"?

"Decrease bias" suggests lessening or minimizing bias, while "eliminate bias" implies completely removing it. Complete elimination is often difficult to achieve, making ""decrease bias"" a more realistic goal in many situations.