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
as appropriate to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as appropriate to" is a valid and usable expression in written English.
This phrase usually appears in the context of minor changes that may need to be made to a process or action depending on the situation. For example, "We must adjust the plan as appropriate to the changing environment."
✓ Grammatically correct
Academia
News & Media
Science
Alternative expressions(20)
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
60 human-written examples
The Commission 1 may prescribe regulations, as appropriate to implement this subsection.
Academia
The slogan "Better together" is as appropriate to our education system as it is to our country.
News & Media
The board of SABMiller will review and respond as appropriate to any proposal which might be made".
News & Media
All four of these new musicals are as appropriate to their era as "Oklahoma!" was to its.
News & Media
Well-control fluid means drilling mud, completion fluid, or workover fluid as appropriate to the particular operation being conducted.
Academia
Languages: Students are required to pass exams in at least two languages, as appropriate to their research and interests.
Academia
Interaction terms for gender×TV or gender×electronic games were added (as appropriate) to these models.
The compound symmetry was chosen as appropriate to model the variance structure of the random effects.
Science
Patients were also required to be assessed as appropriate to begin rehabilitation by the treating physiotherapist.
Science
Property records are updated by PMO as appropriate, to reflect the final disposition transaction.
Academia
Report and submit forms as appropriate to departmental student services.
Academia
Expert writing Tips
Best practice
When using "as appropriate to", ensure the context clearly defines what makes something 'appropriate'. Be specific about the criteria for suitability.
Common error
Avoid using "as appropriate to" without clearly defining the conditions or criteria that determine what is considered 'appropriate'. This can lead to ambiguity and misinterpretation.
Source & Trust
89%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as appropriate to" functions as a prepositional phrase that modifies a verb or noun, indicating that an action or characteristic should be adjusted or considered in relation to something else. Ludwig AI confirms its validity in English writing.
Frequent in
Academia
40%
Science
30%
News & Media
30%
Less common in
Formal & Business
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "as appropriate to" is a grammatically sound and versatile prepositional phrase used to indicate that actions or decisions should be adapted to specific circumstances. Ludwig AI confirms its validity. Primarily found in academic, scientific, and news-related contexts, it emphasizes flexibility and relevance. While generally acceptable, it's important to specify the criteria for appropriateness to avoid vagueness. Alternatives include "as applicable to" and "as relevant to". When using the phrase, clarity is key to ensuring effective communication.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
as applicable to
Focuses on whether something is relevant or suitable for a particular situation.
as relevant to
Highlights the pertinence or connection to a specific matter.
as suited to
Emphasizes the fitness or compatibility with something.
as fitting for
Suggests that something is suitable or ideal for a specific purpose.
as proper for
Implies that something is correct or appropriate based on established rules or customs.
in accordance with
Indicates that something is done following specific guidelines or requirements.
consistent with
Focuses on maintaining uniformity or agreement with something else.
as dictated by
Highlights that something is determined or controlled by a specific factor.
corresponding to
Focuses on how something matches or aligns with something else.
as required for
Emphasizes the necessity of something for a particular purpose.
FAQs
How can I use "as appropriate to" in a sentence?
Use "as appropriate to" to indicate that an action or decision should be made based on the specific circumstances of a situation. For example, "Adjust the settings "as appropriate to" the environment" means the settings should be changed to suit the current conditions.
What are some alternatives to "as appropriate to"?
You can use alternatives like "as applicable to", "as relevant to", or "as suited to" depending on the specific context you wish to convey.
Is it redundant to say "as appropriate to the situation"?
While not strictly redundant, "as appropriate to the situation" can often be shortened to just ""as appropriate to"" since the context usually implies the situation. Only include "the situation" if it adds necessary clarity.
What's the difference between "as appropriate to" and "as necessary for"?
"As appropriate to" suggests suitability or relevance, while "as necessary for" implies a requirement or essential condition. Use "as appropriate to" when something should be done if it fits the circumstances, and "as necessary for" when something must be done to achieve a specific outcome.
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
89%
Authority and reliability
4.5/5
Expert rating
Real-world application tested