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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
as determined by
Grammar usage guide and real-world examplesUSAGE 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
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
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News & Media
a As determined by Fisher's exact test.
Science
a As determined by using the Petri dish bioassay [ 89].
Science
a As determined by the DNA microarray experiments (this study).
Science
p > 0.5, as determined by Student's t test.
Science
Appropriate allowance as determined by the Agency.
Academia
other means, as determined by the Commission.
Academia
The most popular design, as determined by….
News & Media
I believe we do our duty as determined by God".
News & Media
Each plane would give its position as determined by G.P.S.
News & Media
Cell purity was > 96% as determined by flow cytometry.
Science & Research
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."
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.
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.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
based on
This alternative is a simple and direct way to indicate that something is founded on a particular basis.
according to
This alternative is more concise and general, indicating agreement or alignment with a source or standard.
decided by
This alternative emphasizes the act of making a choice or reaching a conclusion.
ascertained by
This alternative emphasizes the process of finding something out for certain.
established by
This alternative suggests a formal or official confirmation of something.
as per
This alternative is a more formal and concise way of saying "according to".
judged by
This alternative implies an evaluation or assessment based on certain criteria.
in accordance with
This alternative suggests conformity or compliance with rules or guidelines.
on the authority of
This alternative emphasizes the reliance on a specific person or entity for information or judgment.
pursuant to
This alternative is a formal and legal term, indicating action taken in compliance with a law or regulation.
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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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested