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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
According to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "According to" is correct and usable in written English.
It is typically used to attribute information or opinions to a source, such as a person, organization, or document. Example: "According to the latest research, climate change is accelerating at an alarming rate."
✓ Grammatically correct
News & Media
Science
Wiki
Alternative expressions(20)
as stated by
in the opinion of
in my opinion
As stated by
On the authority of
Taking into account
In compliance with
In the words of
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
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
According to ABC, "G.M.A".
News & Media
According to the L.S.E.
News & Media
According to Mr.
News & Media
According to a G.A.O.
News & Media
According to the W.H.O.
News & Media
According to an F.B.I.
News & Media
According to P.S.G.
News & Media
According to these B.G.F.
News & Media
According to an N.Y.U.
News & Media
According to whom?
News & Media
According to Sen. Geo.
News & Media
Expert writing Tips
Best practice
When using "According to", always cite the specific source to maintain credibility and avoid plagiarism. For instance, use "According to a study by the National Institute of Health..." rather than a vague reference.
Common error
Avoid using "According to sources" without specifying the exact origin of the information. This weakens your statement and reduces trust in your writing.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "According to" functions as a prepositional phrase introducing information attributed to a specific source. It signals that the following statement is based on the authority or statement of someone or something else. As shown by Ludwig, it is highly used.
Frequent in
News & Media
55%
Science
25%
Wiki
10%
Less common in
Formal & Business
5%
Encyclopedias
3%
Academia
2%
Ludwig's WRAP-UP
In summary, the phrase "According to" is a versatile and commonly used prepositional phrase that attributes information to a specific source. As Ludwig AI confirms, its grammatical status is correct, and its frequency is very common. The phrase is primarily used in News & Media, Science, and Wiki contexts. For best practices, always cite specific sources to maintain credibility. Avoid vague attributions. Related phrases include "As stated by" and "Based on the statement of". Understanding the function and usage patterns of "According to" enhances clarity and credibility in writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
As stated by
This option provides a direct synonym, focusing on the act of stating something.
Based on the statement of
This alternative uses a more formal tone and emphasizes the foundation of the information on a specific statement.
Citing
This alternative is more commonly used in academic or formal writing, directly pointing to a source.
On the authority of
This phrase adds weight to the statement by emphasizing the credibility of the source.
In the opinion of
This phrase highlights that the information is someone's belief or judgment, rather than a confirmed fact.
Referring to
This suggests the information is being drawn from a source without necessarily endorsing it.
Drawing from
This suggests that the information is being extracted or inferred from a particular source.
Taking into account
This phrase indicates consideration of a source, rather than direct quotation or attribution.
Following the lead of
This implies the adoption of a method or idea from another source.
In compliance with
This phrase shows conformity to rules or regulations, rather than simply relaying information.
FAQs
How do I use "According to" in a sentence?
Use "According to" to attribute information to a specific source. For example, "According to the weather forecast, it will rain tomorrow."
What can I say instead of "According to"?
You can use alternatives like "as stated by", "based on the statement of", or "in the opinion of" depending on the context.
Is it necessary to cite a source after using "According to"?
Yes, it's crucial to cite the source after using "According to" to give credit and maintain credibility. For example, "According to a study published in the New England Journal of Medicine..."
What's the difference between using "According to" and "In my opinion"?
"According to" presents information from an external source, while "In my opinion" presents your personal viewpoint. Use "According to" when referencing others' statements and "in my opinion" when expressing your own thoughts.
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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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested