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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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operationally meaningful

Grammar usage guide and real-world examples

USAGE SUMMARY

"operationally meaningful" is a correct and usable phrase in written English.
It is typically used to describe something that has significance or practical significance in terms of a specific operation or activity. Example: The new data analysis method proved to be operationally meaningful, providing valuable insights into our production process and allowing us to make necessary improvements.

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

It means that NATO will now have an operationally meaningful ballistic missile defense mission.

News & Media

The New York Times

Such a reduction in the number of operationally meaningful concepts is almost bound to result in a corresponding reduction in the number of relations that can be tested empirically.

Science

SEP

This comes down to the stance that a theoretical concept without direct operational meaning is worthwhile only if it serves as a mediator connecting two or more operationally meaningful concepts, creating an empirically testable relation.

Science

SEP

A useful acceptance criterion, then, would distinguish operationally meaningful differences.

Science

Plosone

However, such rules may fail to produce operationally meaningful results; e.g., differences between sites might be so small as to have no effect on conclusions drawn from the trial, if all sites had relatively low error rates and consistently narrow CIs.

Science

Plosone

The AUC value also takes into account the performance of the model at the extreme left (as well as the right) of the ROC curve (see [ 29] for a details), a region that is not operationally meaningful in our case.

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Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

Without a meaningful and operationally relevant fixed definition, instead of just arbitrary thresholds (Lowe et al., 2014, 2013), there is no way to compare the performance of predictive models, nor is it possible to construct guidelines based on their outputs.

Science

Epidemics

First, the definition of the variables used in our study was based on the health interview questionnaire of the KNHANES, but weight control practice was defined operationally for useful interpretation and meaningful analysis.

For years, as they failed to find him, American leaders said he was more important symbolically than operationally, because he was on the run and hindered in any meaningful leadership role.

News & Media

The New York Times

An MSA is critical to generating phylogenies and calculating meaningful pairwise genetic distances that can be used to assign sequences to operationally-defined taxonomic units [OTUs, 5].

Science

Plosone

Legally, conceptually, and operationally.

News & Media

The New York Times
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Expert writing Tips

Best practice

Use "operationally meaningful" when discussing the practical implications of a theoretical concept or model, especially in scientific or technical contexts.

Common error

Avoid using "operationally meaningful" interchangeably with "statistically significant". Statistical significance indicates the reliability of a result, while "operationally meaningful" implies practical relevance and impact.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

90%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "operationally meaningful" functions as an adjective phrase, modifying a noun to indicate that something has practical importance or relevance within a specific operational context. Ludwig AI indicates that it is used to denote significance in a specific operation or activity. Examples showcase its use in describing differences, results, and capabilities.

Expression frequency: Uncommon

Frequent in

Science

43%

News & Media

29%

Formal & Business

14%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "operationally meaningful" is an adjective phrase used to describe something with practical importance within a specific context. Ludwig AI confirms its correct usage, highlighting its presence in science and news media. The phrase serves to emphasize that a concept, result, or strategy has real-world value and tangible effects beyond theoretical or statistical significance. It's frequently found in formal and scientific registers, used to clarify the importance within a process or activity, contrasting with mere theoretical or statistical validity. To ensure correct usage, distinguish it from "statistically significant", focusing on real-world impact.

FAQs

How can I use "operationally meaningful" in a sentence?

You can use "operationally meaningful" to describe results or criteria that have significance in real-world applications, such as "The new strategy proved to be "operationally meaningful", leading to a substantial increase in efficiency".

What's a phrase similar to "operationally meaningful"?

Similar phrases include "practically significant", "functionally relevant", and "relevant to implementation", each emphasizing practical relevance and applicability.

How does "operationally meaningful" differ from "statistically significant"?

"Operationally meaningful" refers to the practical importance or impact of a result, while "statistically significant" indicates the reliability of a result. A result can be statistically significant without being "operationally meaningful", and vice versa.

When is it appropriate to use "operationally meaningful"?

It's appropriate when discussing the practical implications and significance of a concept, result, or strategy within a real-world context, especially in fields like science, business, and technology.

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Authority and reliability

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Expert rating

Real-world application tested

Most frequent sentences: