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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
real-world applicability
Grammar usage guide and real-world examplesUSAGE SUMMARY
"real-world applicability" is an accurate and usable phrase in written English.
This phrase is typically used to reference the practical utility of an idea or concept. For example, "This theory has been tested throughout the years and has proven to have real-world applicability."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
25 human-written examples
Most research is performed on close datasets acquired with makeshift devices that cannot be reproduced by other researches or several constraints are applied to the original data that limit the real-world applicability of the feature extraction software application or scanning hardware modules.
Science
The effectiveness and real-world applicability of the proposed approach are demonstrated by application to temperature control of a heat exchanger.
Science
5 Note, however, that real-world applicability is non-trivial, even in our main experiment.
Science
Moreover, there remain many questions as to the real-world applicability of these empirical models.
Section 4 discusses real-world applicability of the algorithm while an analysis of cryptographic security is conducted in Section 5.
In this section, we evaluate the proposed PETs in combination with MRA with respect to the security features, cost and complexity, and real-world applicability.
Human-verified similar examples from authoritative sources
Similar Expressions
35 human-written examples
However, CHI is designed for average user and ignores the patient heterogeneity and therefore limits their applicability in real-world applications.
Besides, the PPSO Core has been employed for neural network training in an SOPC-based embedded system which approves the system applicability for real-world applications.
But as CHI assumes the same model for the whole population, it ignores heterogeneity of degenerative diseases and therefore limits its applicability in real-world applications that have shown great patient heterogeneity [21, 22].
An extension to other more salient and robust features such as SIFT and HOG would increase the applicability of the proposed method for real-world applications.
This efficiency is essential for the applicability of source-to-source transformation tools to real-world applications.
Expert writing Tips
Best practice
When discussing theoretical models or research, emphasize the importance of testing and validating them in real-world environments to demonstrate their "real-world applicability".
Common error
Avoid claiming "real-world applicability" without providing concrete examples or evidence to support the assertion. Always substantiate claims with data, case studies, or pilot programs.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "real-world applicability" functions as a noun phrase that typically acts as the subject or object of a sentence. It describes the extent to which a concept, theory, or solution is relevant and useful in practical, everyday situations. Ludwig AI confirms its consistent and accurate use in diverse contexts.
Frequent in
Science
75%
News & Media
15%
Formal & Business
10%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "real-world applicability" is a grammatically correct and commonly used term that describes the extent to which something is useful and relevant in practical, everyday situations. According to Ludwig AI, it is used consistently across diverse contexts. It emphasizes the importance of ideas, methods, or technologies having tangible value beyond theoretical concepts. Its primary function is to assure an audience that something is not just theoretical but also has verifiable utility in actual scenarios. While the term is present across multiple registers, it is mostly frequent in scientific contexts and less present in academia, encyclopedias and wikis. When using this term, ensure that you back up claims with tangible data or examples to avoid the error of overstating applicability.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
practical real-world application
It combines the direct utility aspect of "practical" with the broad applicability of "real-world application", creating a more emphatic phrase.
real-world relevance
Highlights the quality of being directly related to and important for current events or situations in the practical sphere.
real-world utility
Highlights the state or quality of being useful in the context of practical circumstances and everyday life.
real-life application
Highlights the use of something in genuine, everyday contexts, differing in simplicity.
actual-world applicability
Focuses on describing applicability with synonyms, swapping "real" for "actual" making the phrase sound uncommon.
real-world effectiveness
Stresses how well something achieves its intended results in practical settings, focusing on outcomes.
real-world viability
Highlights the capacity of something to function successfully and sustainably in real-world conditions, emphasizing feasibility.
practical real-world value
Emphasizes the practical worth and relevance of something in real-world scenarios, adding a valuation aspect.
real-world implementation
Focuses on the act of putting something into practice in the real world, rather than just its potential for use.
on-the-ground usability
Focuses on how easily and effectively something can be used in actual, practical situations, suggesting a more hands-on evaluation.
FAQs
How can I demonstrate the "real-world applicability" of a theory?
You can demonstrate the "real-world applicability" of a theory by providing examples of its successful application in practical settings, conducting case studies, or presenting empirical evidence that supports its effectiveness. Showing how the theory solves actual problems or improves existing processes strengthens its relevance.
What are some synonyms for "real-world applicability"?
Synonyms for "real-world applicability" include "practical real-world application", "real-life application", and "real-world effectiveness". The best choice depends on the specific context.
Why is "real-world applicability" important in research?
"Real-world applicability" is important in research because it ensures that findings are relevant and useful outside of controlled laboratory settings. Research with high "real-world applicability" can directly inform policy, improve practices, and solve pressing problems in various sectors.
How does "real-world applicability" differ from theoretical validity?
"Real-world applicability" refers to the extent to which a concept or solution is useful and effective in practical situations, while theoretical validity refers to the extent to which a concept or solution is logically sound and consistent with established theories. A solution may be theoretically valid but lack "real-world applicability" if it is too complex or impractical to implement.
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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