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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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fairness considerations

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "fairness considerations" is correct and usable in written English.
It can be used when discussing factors or aspects related to fairness in decision-making, policies, or evaluations. Example: "In our analysis, we must take into account the fairness considerations that impact the outcomes for all stakeholders involved."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

27 human-written examples

Yet given the number of competing fairness considerations, achieving PES outcomes that are perceived as fair is very challenging.

As we shall argue, fairness considerations are both procedurally and substantively important: there is a need for fair decision-making processes, as well as equitable distributions of scarce human and material resources.

Favouritism, employees' seniority, employees' preferences over tasks, and fairness considerations often play a role as well.

To implement step two, we compute Shapley Values, which have the advantage of having axiomatic foundations and satisfying fairness considerations.

In negotiations, you should strive to bring fairness considerations to the surface, so that everyone will understand one another's needs and wants.

In any negotiation, you should strive to bring fairness considerations to the surface, so that everyone will understand one another's needs and wants.

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Human-verified similar examples from authoritative sources

Similar Expressions

33 human-written examples

Nash bargaining solution (NBS) fairness and proportional fairness (PF) are two suitable candidates for fairness consideration, and both can provide attractive trade-offs between total throughput and each user's capacity.

Unlike the traditional two-hop scheme, where each RS is assigned fixed subcarriers to serve mobile stations (MSs), the proposed optimization algorithm assigns optimal subcarriers in regular group to RS to maximize instantaneous data rates with fairness consideration.

However, this formulation does not impose any fairness consideration and can return solutions that favor some users substantially.

An Asynchronous Distributed Data Collection algorithm with fairness consideration for cognitive radio networks (CRNs) was proposed by Zhipeng et al. [7].

An optimal channel assignment scheme with the objective of maximizing bandwidth with fairness consideration to equalize the bandwidth assignment of flows was investigated by Jayarin and Ravi (2012).

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Expert writing Tips

Best practice

When using "fairness considerations", ensure you clearly define what constitutes fairness in the specific context. This avoids ambiguity and promotes a shared understanding among stakeholders.

Common error

Avoid using "fairness considerations" without specifying the criteria or metrics used to assess fairness. Failing to do so can lead to subjective interpretations and potential disputes.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "fairness considerations" primarily functions as a noun phrase, denoting factors and aspects related to impartiality and equity. It is often used to introduce elements of justice in decision-making processes, as evidenced by Ludwig's examples.

Expression frequency: Common

Frequent in

Science

40%

Academia

32%

News & Media

20%

Less common in

Encyclopedias

4%

Wiki

4%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "fairness considerations" is a noun phrase commonly used to emphasize the importance of justice and impartiality in decision-making. As Ludwig AI indicates, the phrase is grammatically correct and suitable for various contexts, especially in academic, scientific, and policy-related discussions. While alternatives like ""equity factors"" or ""ethical implications"" may be used, it's important to maintain clarity by defining what constitutes fairness in each situation. Remember to avoid vagueness and instead, make sure you use this phrase in the right context.

FAQs

How can I use "fairness considerations" in a sentence?

You can use "fairness considerations" to introduce aspects of impartiality and justice, as in, "The decision-making process must include thorough "fairness considerations" to ensure equitable outcomes."

What are some alternatives to "fairness considerations"?

Alternatives include "equity factors", "ethical implications", or "justice aspects", depending on the specific nuance you want to convey.

In what contexts is it appropriate to use "fairness considerations"?

"Fairness considerations" is appropriate in contexts where decisions or policies affect different groups of people and it's important to ensure that the outcomes are perceived as just and equitable. This includes areas such as resource allocation, legal proceedings, and ethical dilemmas.

What distinguishes "fairness considerations" from simply "considerations"?

"Fairness considerations" specifically highlights the importance of impartiality and justice in the factors being weighed, while "considerations" is a more general term that doesn't necessarily imply an emphasis on equity.

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Authority and reliability

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Expert rating

Real-world application tested

Most frequent sentences: