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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 outlined by
Grammar usage guide and real-world examplesUSAGE SUMMARY
'as outlined by' is a correct and usable phrase in written English.
The phrase is used to introduce something that has already been described or presented in some way. For example, "As outlined by our business plan, we will increase our revenue by 10% this year."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(20)
is equivalent to
in the wishes of
rapidly thereafter
for the immediate future
Very soon
somewhere later
one week before
at the early time
in the next weeks
during the previous years
it is important to remember
not yet completed
to avoid disruption
in accordance with direction from
a couple of books before
if not soon
in two days
as excellent as
in a flash
as instructed by the directive
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
Groundwater samples were collected as outlined by Fitfield and Haines [29].
Science
— The scheme, as outlined by federal prosecutors, was audacious.
News & Media
As outlined by the secretary over the phone.
News & Media
The Premier League's drawing disease as outlined by Jamie Jackson last week has infected the Championship.
News & Media
All patient samples were obtained with consent as outlined by individual institutional review boards.
Science & Research
The Speaker said the general principle, as outlined by Erskine May, dates back to 1604.
News & Media
Learn about the six criteria for unpaid internships as outlined by the U.S. Department of Labor.
Academia
All admitted students must ultimately complete all required courses as outlined by the program.
Academia
As outlined by the Assembly, the deal would have some exemptions.
News & Media
Reflections on proposed plans for Radio City as outlined by the various architects handling the structure.
News & Media
They said the idea, as outlined by President Obama, was vague and difficult to enforce.
News & Media
Expert writing Tips
Best practice
When using "as outlined by", ensure that the source you are referencing is clearly defined and authoritative to lend credibility to your statement.
Common error
Avoid using "as outlined by" repetitively in your writing. Employ synonyms like "according to" or "as detailed by" for varied and engaging content.
Source & Trust
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as outlined by" functions as a prepositional phrase that introduces a reference to a specific source or authority. This phrase indicates that the information or idea being presented is derived from or based on the details provided by the mentioned source, as seen in various examples from Ludwig.
Frequent in
Science
39%
News & Media
37%
Academia
9%
Less common in
Formal & Business
7%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "as outlined by" is a grammatically sound and frequently used prepositional phrase that serves to attribute information to a specific source. As Ludwig AI confirms, it's prevalent across various domains, including science, news, and academia. While alternatives like "according to" exist, "as outlined by" specifically emphasizes the presence of a detailed explanation or plan from the source. When using this phrase, ensure clarity and authority in your reference for maximum impact.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
according to
This alternative is shorter and more direct, suitable for less formal contexts.
as detailed by
This alternative emphasizes the level of detail provided by the source.
as specified by
This alternative highlights that the source provides specific instructions or requirements.
in accordance with
This alternative emphasizes compliance with a set of rules or guidelines.
following the guidelines of
This alternative explicitly mentions that the phrase describes adherence to guidelines.
pursuant to
This alternative is more formal and often used in legal or official contexts.
in compliance with
This alternative emphasizes adherence to regulations or standards.
based on the description from
This alternative is more verbose and emphasizes that the information comes from a description.
derived from
This option implies that the content originates from or is based on the mentioned source.
as per
This alternative is a concise option, common in business communication.
FAQs
How can I use "as outlined by" in a sentence?
Use "as outlined by" to indicate that the information you are presenting comes from a specific source, for example, "The project will proceed, "as outlined by" the project manager.".
What are some alternatives to "as outlined by"?
You can use alternatives like "according to", "as detailed by", or "as specified by" depending on the context.
Is "as outlined by" formal or informal?
"As outlined by" is generally considered a neutral to formal phrase, suitable for academic, professional, and news contexts.
What's the difference between "as outlined by" and "according to"?
"As outlined by" suggests a more comprehensive description or plan provided by the source, while "according to" is a more general reference to the source's information.
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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
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested