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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

used as appropriate

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase 'used as appropriate' is correct and usable in written English.
It is typically used when referring to a certain course of action that may be taken depending on the circumstances. For example, "Each strategy should be employed and used as appropriate."

✓ Grammatically correct

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The Response Evaluation Criteria in Solid Tumors and Wieberdink toxicity scale were used as appropriate.

Nonparametric tests and χ(2) tests were used as appropriate to compare variables between groups.

For categorical variables, Pearson's chi-square or Fisher's exact tests were used as appropriate.

Chi square and Fisher's exact tests were used as appropriate to assess associations of categorical variables.

Mann-Whitney rank sum test or Wilcoxon signed rank test was used as appropriate.

The two-sample Mann–Whitney's test and contingency tables were used as appropriate.

Fluorochrome-labeled isotype controls were used as appropriate.

Science

Plosone

Tests for paired or unpaired replicates were used as appropriate.

Science

Plosone

For comparison of means, ANOVA or non-parametric tests were used as appropriate (SPSS® software).

Science

Plosone

Chi-square, Fisher's exact, and Student's t tests were used as appropriate.

Science

Plosone

Chi squares were used as appropriate to compare the order of autoantibody appearance.

Science

Plosone
Show more...

Expert writing Tips

Best practice

When writing scientific or technical documents, ensure that the context clearly indicates the criteria for something to be "used as appropriate". This avoids ambiguity and enhances clarity.

Common error

Avoid using "used as appropriate" in contexts where a simpler word like "properly" or "correctly" would suffice. Overusing formal language can make your writing sound stilted.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "used as appropriate" functions as an adverbial phrase modifying a verb. It indicates a conditional action, where the verb's action (e.g., 'tests were used') is performed only under specific circumstances deemed suitable. Ludwig confirms this correct and usable application.

Expression frequency: Very common

Frequent in

Science

78%

Academia

20%

Formal & Business

2%

Less common in

News & Media

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "used as appropriate" is a grammatically sound phrase indicating conditional usage based on suitability. Ludwig AI confirms its correct usage. Predominantly found in scientific and academic writing, it conveys transparency in methodology. When writing, ensure clarity in defining the conditions under which something is "used as appropriate", and avoid overuse in overly simple contexts.

FAQs

How can I use "used as appropriate" in a sentence?

The phrase "used as appropriate" indicates that something should be utilized or applied when the situation or context warrants it. For example, "Statistical tests were "used as appropriate" to analyze the data".

What are some alternatives to "used as appropriate"?

You can use alternatives like "as needed", "when necessary", or "where applicable" depending on the context.

Is it better to say "used when appropriate" or "used as appropriate"?

"Used as appropriate" is generally more common and idiomatic. While "used when appropriate" is understandable, it's less frequently used in formal writing. Consider to use ""used as appropriate"" for better style.

What does "used as appropriate" mean in a research paper?

In a research paper, "used as appropriate" typically means that a method, tool, or technique was selected and applied based on the specific requirements and conditions of the study. This implies a level of judgment and expertise in choosing the correct approach such as using "statistical analysis".

ChatGPT power + Grammarly precisionChatGPT power + Grammarly precision
ChatGPT + Grammarly

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.

Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: