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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
demonstrates fairness
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "demonstrates fairness" is correct and usable in written English.
You can use it when discussing actions, policies, or behaviors that show impartiality or justice in a situation. Example: "The new policy demonstrates fairness by ensuring equal opportunities for all employees, regardless of their background."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(1)
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
1 human-written examples
Our results show that the non-settlement allocation is not in the core and does not preserve fairness, and the Shapley-value based profit allocation is in the core and demonstrates fairness.
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Does that demonstrate "fairness to all"?
News & Media
You have to demonstrate fairness and show there has been no malice to any one party.
News & Media
The Security Council must also demonstrate fairness by showing Iraq that war is not inevitable if it fully and scrupulously fulfills its obligations.
News & Media
If sporting federations wish to demonstrate fairness and equality to all, they should accept that there are many kinds of men and women, and that punishing certain types to appease gender-norm bullies is not acceptable.
News & Media
She says HireAthena's software is particularly well-suited for any industry that's heavily regulated and whose participants want to demonstrate fairness and consistency — and to be able to demonstrate it easily.
News & Media
We check whether these two allocations can encourage ISPs to interconnect with each other (i.e., in the core of the game) and, at the same time, demonstrate fairness in settlement.
"Public servants should demonstrate fairness by:... 3) exercising official and managerial authority with open mindedness and a willingness to seek out and consider all relevant information, including opposing perspectives;... 5) scrupulously employing open, equitable, and impartial processes for gathering and evaluating information necessary to decisions".
News & Media
If you call out an employee for slacking off though you've been making personal phone calls or chatting it up in the kitchen all afternoon, then you won't be demonstrating fairness.
Wiki
"This step gives Iran's judiciary an opportunity to demonstrate its fairness and independence by determining that the charges are baseless," the statement said.
News & Media
Jurors, Mr. Amar said, brought their own skepticism of the government into court and that could be useful in demonstrating the fairness of a legal process.
News & Media
Expert writing Tips
Best practice
When using the phrase "demonstrates fairness", ensure the context clearly shows how the action or decision achieves impartiality. Provide specific examples to support your claim.
Common error
Avoid using "demonstrates fairness" as a blanket statement without supporting evidence. Ensure you provide concrete examples or explanations to substantiate the claim.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "demonstrates fairness" functions primarily as a verb phrase, indicating that an action, policy, or behavior serves to show or make evident the quality of being fair. As seen in Ludwig AI, it suggests an active display of impartiality.
Frequent in
Science
35%
News & Media
35%
Formal & Business
30%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "demonstrates fairness" is a grammatically sound and usable expression to convey that an action or policy exhibits impartiality and justice. Ludwig AI indicates that the phrase is used across various domains including science, news media, and formal business settings. While not exceedingly common, its usage is appropriate in scenarios requiring an emphasis on ethical behavior and equitable outcomes. Alternatives like "exhibits impartiality" or "shows equity" may be employed depending on the desired nuance. Remember to provide specific examples to avoid vague claims and reinforce the demonstration of fairness in your writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
reflects fairness
Suggests that fairness is mirrored or apparent in the action or decision.
exhibits impartiality
Replaces 'fairness' with 'impartiality', focusing on the absence of bias.
exemplifies fairness
Signifies that the action serves as a perfect model of fairness.
shows equity
Emphasizes the concept of equal treatment and just outcomes.
displays justice
Highlights the manifestation of just behavior and decisions.
illustrates evenhandedness
Indicates a balanced and unbiased approach.
manifests impartiality
Focuses on how impartiality is revealed or made evident.
embodies justice
Indicates that justice is a core principle.
personifies equity
Highlights that equity is present to an exemplary degree.
establishes fairness
Implies fairness is introduced or brought into being.
FAQs
How can I use "demonstrates fairness" in a sentence?
You can use "demonstrates fairness" to describe actions, policies, or behaviors that exhibit impartiality and justice. For example, "The new policy "demonstrates fairness" by ensuring equal opportunities for all employees."
What are some alternatives to "demonstrates fairness"?
Alternatives include "exhibits impartiality", "shows equity", or "displays justice", depending on the specific nuance you want to convey.
In what contexts is it appropriate to use "demonstrates fairness"?
This phrase is appropriate in contexts where you need to highlight impartiality, justice, and equal treatment, such as legal, ethical, or organizational discussions.
How does "demonstrates fairness" differ from "achieves fairness"?
"Demonstrates fairness" implies that fairness is evident or apparent in the process or outcome, whereas "achieves fairness" focuses on the result of reaching a state of equity. Demonstrating is about showing, achieving is about accomplishing.
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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
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested