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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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

as determined by

Grammar usage guide and real-world examples

USAGE SUMMARY

"as determined by" is correct and usable in written English.
You can use it to emphasize that something is decided or known based on facts or criteria. For example: The summer vacation dates were set as determined by the school district board.

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

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News & Media

Vice

a As determined by Fisher's exact test.

a As determined by using the Petri dish bioassay [ 89].

a As determined by the DNA microarray experiments (this study).

p > 0.5, as determined by Student's t test.

Science

eLife

Appropriate allowance as determined by the Agency.

other means, as determined by the Commission.

The most popular design, as determined by….

News & Media

The New Yorker

I believe we do our duty as determined by God".

News & Media

The Guardian

Each plane would give its position as determined by G.P.S.

News & Media

The New York Times

Cell purity was > 96% as determined by flow cytometry.

Science & Research

Nature
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Expert writing Tips

Best practice

Use "as determined by" to clearly attribute a decision, measurement, or characteristic to a specific method, standard, or authority. This adds credibility and transparency to your writing.

Common error

Avoid using "as determined by" in simple sentences where a more direct construction would suffice. For example, instead of "The winner, as determined by the judges, is John", write "The judges chose John as the winner."

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

87%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "as determined by" functions as a prepositional phrase modifying a verb or noun. It indicates the method, authority, or criteria used to reach a decision, measurement, or characteristic. Ludwig AI correctly identifies its proper usage, as seen in many examples.

Expression frequency: Very common

Frequent in

Science

41%

News & Media

37%

Academia

19%

Less common in

Formal & Business

1%

Wiki

1%

Reference

0%

Ludwig's WRAP-UP

In summary, "as determined by" is a versatile prepositional phrase used to attribute a decision, measurement, or characteristic to a specific source or method. Ludwig AI affirms its correctness and usability in written English. It is commonly used in science, news, and academic contexts, offering a way to add credibility and transparency. While generally neutral to formal in register, it should be used judiciously in simpler sentences where more direct constructions are preferable. By understanding its function, purpose, and appropriate contexts, writers can effectively incorporate "as determined by" to enhance the clarity and authority of their writing.

FAQs

How can I rephrase "as determined by" for conciseness?

Consider using alternatives such as "according to", "based on", or "decided by" for a more concise expression.

Is "as determined by" appropriate for informal writing?

While grammatically correct, "as determined by" may sound overly formal in informal contexts. Simpler alternatives like "based on" or "according to" might be more suitable.

Which is more accurate, "as determined by" or "as assessed by"?

The choice depends on the context. "As determined by" implies a definitive decision or measurement, while "as assessed by" suggests an evaluation or judgment.

What's a more formal synonym for "as determined by" in legal or official documents?

In legal contexts, "pursuant to" or "in accordance with" can serve as more formal alternatives to "as determined by".

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Source & Trust

87%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: