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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
ensure impartiality
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "ensure impartiality" is correct and usable in written English.
You can use it when discussing the importance of fairness and neutrality in decision-making or judgment. Example: "To maintain credibility in our research, we must ensure impartiality in our data collection and analysis."
✓ Grammatically correct
News & Media
Science
Formal & Business
Alternative expressions(20)
maintain objectivity
promote equity
ensure justice
ensure fairness
ensure sustainability
ensure success
ensure safety
preserve equity
maintain fairness
promote justice
minimize bias
reduce prejudice
limit distortion
reducing bias
show fairness
maintain neutrality
uphold justice
foster equality
maintain even handedness
uphold impartiality
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
29 human-written examples
It will be the first major criminal trial in Scottish history without a jury - a move taken to ensure impartiality.
News & Media
But in order to ensure impartiality in the process to establish the probability distribution, a general rule should be applied, for example, the principle of maximum entropy.
Science
"We follow governmentwide regulations and laws that deter conflicts and ensure impartiality," John Nester, the agency's spokesman, said in an e-mail.
News & Media
In many countries civil service commissions were set up to ensure impartiality in selection procedures and to lay down broad principles for personnel management in the civil service.
Encyclopedias
To further ensure impartiality, one vacancy on the commission should open up every two years, with each commissioner serving for a full decade.
News & Media
Such is the reverence and division that even Egypt's referees aren't beyond suspicion – foreign officials are now flown in to ensure impartiality.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
31 human-written examples
However, in many section 1983 suits, the purpose of the statute conflicts with the policy of protecting the working balance between the states and the federal government, or with the goal of ensuring impartiality of decision-making by state officials.
Academia
A conflict of interest policy specifies the ethical considerations relevant to ensuring impartiality.
See articleA panel set up to ensure the impartiality of the Kenyan judiciary declared four senior judges unfit for office.
News & Media
But Chief Justice Chaudhry did not preside over the two cases decided Friday, removing himself in order to ensure the impartiality of the court, and, according to opposition lawyers, to avoid another direct confrontation with General Musharraf.
News & Media
The committee's chairman, Patrick J. Leahy, a Democrat of Vermont, asked the Justice Department to look into the question of whether Mr. Ray had violated any laws meant to ensure the impartiality of the special counsel's office.
News & Media
Expert writing Tips
Best practice
In contexts where trust is paramount, emphasize the steps taken to "ensure impartiality" to build confidence in the outcomes.
Common error
Avoid simply stating that a process is impartial without providing evidence or details of how impartiality is "ensured". Credibility relies on demonstrating concrete measures, not just asserting the intention.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "ensure impartiality" functions as an infinitive phrase expressing purpose. It typically follows a clause describing an action or policy, explaining the reason behind it. As Ludwig AI points out, it is a valid expression.
Frequent in
News & Media
46%
Science
33%
Formal & Business
8%
Less common in
Encyclopedias
4%
Wiki
4%
Academia
4%
Ludwig's WRAP-UP
The phrase "ensure impartiality" is a common and grammatically correct expression used to convey the intention of maintaining fairness and objectivity across various domains. As Ludwig AI confirms, it's a valid and practical way to express the goal of avoiding bias. The analysis reveals its prevalence in News & Media, Scientific, and Formal & Business contexts, highlighting its significance in discussions about processes and decisions where fairness is crucial. While alternatives like "guarantee neutrality" or "uphold fairness" exist, "ensure impartiality" remains a straightforward and widely understood choice. Remember to substantiate claims of impartiality with concrete measures to bolster credibility.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
guarantee neutrality
Focuses on the state of being neutral, promising a lack of bias.
uphold fairness
Emphasizes the act of maintaining a just and equitable process.
maintain objectivity
Highlights the importance of remaining unbiased and fact-based.
secure unbiasedness
Stresses the absence of prejudice or preconceived notions.
promote equity
Suggests actively working towards a level playing field for all parties.
foster justice
Implies creating an environment where fair treatment prevails.
safeguard fairness
Highlights protecting the integrity and impartiality of a system or process.
assure evenhandedness
Focuses on treating everyone equally and without favoritism.
establish neutrality
Suggests setting up conditions that prevent bias from influencing decisions.
warrant impartiality
Implies providing a formal guarantee of fairness and lack of bias.
FAQs
How can I use "ensure impartiality" in a sentence?
You can use "ensure impartiality" to describe actions taken to guarantee fairness and lack of bias in a process. For example, "Independent audits "ensure impartiality" in financial reporting".
What are some alternatives to "ensure impartiality"?
Alternatives include "guarantee neutrality", "uphold fairness", or "maintain objectivity", depending on the specific context.
What does it mean to "ensure impartiality" in a legal context?
In a legal context, to "ensure impartiality" means to take steps to make certain that legal proceedings are conducted without any bias or favoritism, providing a fair trial for all parties involved.
Why is it important to "ensure impartiality" in research?
It's important to "ensure impartiality" in research to avoid biased results that could compromise the validity and reliability of the findings. Measures like blinded studies help "ensure impartiality".
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested