Used and loved by millions
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
apply as appropriate
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase 'apply as appropriate' is correct and usable in written English.
It can be used to indicate that the advice or instructions given should be applied only in cases where they are relevant. For example: "Please take the necessary steps to protect your computer from cyberattacks. Consider antivirus software, two-factor authentication, and other security measures- apply as appropriate."
✓ Grammatically correct
Science
Alternative expressions(5)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
MIQE guidelines were applied as appropriate to the design and execution of experiments21,22.
Science & Research
For categorical variables, Chi-square test, Fisher's exact test or McNemar test were applied as appropriate.
Science
Average and spread are reported as mean ± SD or median [25th - 75th perc.] with paired t-test or Wilcoxon's test applied as appropriate for comparing baseline to protocol end.
Different statistical methods were applied as appropriate.
Science
Normalising transformations will be applied as appropriate.
Science
Bonferroni corrections were applied as appropriate.
Science
Post-hoc tests will be applied as appropriate.
Science
Basic descriptive statistics were tabulated with tests for significant differences applied as appropriate.
Science
For categorical variables the Pearson χ2 test or Fisher's exact test was applied as appropriate.
Science
Student's t-test for paired and unpaired data was applied as appropriate.
Science
Medians, interquartile ranges (IQRs) and Mann-Whitney U tests were applied as appropriate.
Science
Expert writing Tips
Best practice
When using "apply as appropriate", ensure the context clearly outlines the conditions under which the application is deemed suitable.
Common error
Avoid using "apply as appropriate" as a generic filler. Always provide specific examples or guidelines about when the action should be applied to maintain clarity and avoid ambiguity.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "apply as appropriate" functions as an adverbial modifier, indicating the conditions under which an action should be taken. Ludwig AI confirms that the phrase is grammatically correct and usable in written English.
Frequent in
Science
99%
News & Media
0%
Formal & Business
0%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "apply as appropriate" is a grammatically sound and frequently used phrase, particularly in scientific and academic contexts. According to Ludwig AI, it conveys that certain actions or guidelines should only be implemented when relevant or suitable. It's crucial to provide clear context when using this phrase to avoid ambiguity, as emphasized in the writing guidance. While there are several alternatives, such as "use when suitable" or "implement where applicable", the best choice depends on the specific context and desired level of formality.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
use when suitable
This alternative directly replaces "apply" with "use" and "appropriate" with "suitable", maintaining a similar level of formality.
implement where applicable
Swaps "apply" with "implement" and "appropriate" with "applicable", offering a slightly more formal tone.
follow if relevant
Replaces "apply" with "follow" and "appropriate" with "relevant", making it slightly less formal.
adjust accordingly
This alternative focuses on the adjustment aspect of applying something in a fitting manner.
use as needed
This focuses on the necessity-based application, replacing "appropriate" with "needed".
apply where necessary
This alternative emphasizes the necessity of application based on certain conditions.
if the situation warrants
This is a more descriptive alternative, explaining the conditional nature of the application.
as the case may be
A formal alternative indicating that the application depends on the specific circumstances.
when circumstances allow
This alternative focuses on the circumstances that permit the application.
subject to suitability
This phrasing puts the emphasis on the condition of suitability before application.
FAQs
How can I use "apply as appropriate" in a sentence?
You can use "apply as appropriate" to indicate that a certain action or guideline should only be used when it is relevant or suitable for the situation. For example, "Consider different marketing strategies and "implement them as appropriate"."
What does "apply as appropriate" mean?
"Apply as appropriate" means to use or implement something only when it is suitable, relevant, or necessary based on the specific circumstances.
What are some alternatives to "apply as appropriate"?
Alternatives include "use when suitable", "implement where applicable", or "follow if relevant" depending on the context.
Is "apply as appropriate" formal or informal?
"Apply as appropriate" is generally considered a neutral to formal phrase, often used in professional, academic, or technical contexts. Simpler alternatives may be more suitable for informal settings.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested