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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 confirmation
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to confirmation" is not commonly used in written English and may sound awkward.
It could be used in contexts where you are referencing information that has been verified or confirmed, but it is better to use more standard expressions. Example: "According to confirmation from the authorities, the event will proceed as planned."
⚠ May contain grammatical issues
Science
News & Media
Formal & Business
Alternative expressions(20)
as per evidence
in accordance with the confirmation
by confirmation
as per accreditation
as per test
pursuant to confirmation
as previously confirmed
as per validation
as per information
according to test
as confirmed by
consistent with the confirmation
following confirmation
as per approval
as per identification
in line with the confirmation
in accordance with confirmation
as per certificate
as confirmed
as per confirmation
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
Of those, more than 70 delegations will be led by a Head of State or Government, according to confirmations received as of 4 April.
Formal & Business
Once an opinion is formed, new information obtained during a trial is likely to be processed according to the confirmation bias, which may lead to unjust verdicts.
Encyclopedias
Cases will be classified according to PCR confirmation of Plasmodium spp monoinfection.
Science
According to the confirmation study using TaqMan Mutation Detection Assays, all of the six specimens were RAS mutation positive.
Science
Furthermore, the Ethics Committee of the Medical University of Vienna was asked for application who responded that, according to the confirmation of the responsible ethics committee of the KRAGES, no further steps for ethics approval will have to be done.
Science
But the Dow transports continue to lag, and according to Dow theory, confirmation of primary trends with new highs in the Industrials and the transports is critical.
News & Media
In philosophy of science Elliott Sober has argued that creationism should be excluded from the schools not because it is not science but because it is 'less likely' than evolution according to fairly standard confirmation theory.
Jay Bybee, President Bush's first OLC director, was confirmed without any opposing votes -- but no one would seriously judge his tenure according to that bipartisan confirmation, rather than his actual performance.
News & Media
In the absence of an indeterminate WB conducted at the time of the negative EIA and negative IFA and a detectable NAAT conducted 10 days later, this apparently HIV-infected person would have been informed that he was not infected according to current U.S. confirmation guidelines [9], [18].
Science
Second, stratification according to levels of confirmation of DES exposure did not result in different conclusions (Table 4), whereas more uncertainty about DES exposure might have led to more bias to the null.
Science
According to the western confirmation results, vitamin D-binding protein, haptoglobin, and α-2-microglobulin showed higher levels in the DM samples, while complement C4-A and IGK@ protein were of lower levels compared to the control samples.
Expert writing Tips
Best practice
When referencing confirmed information, use more standard phrases like "based on confirmation" or "as confirmed by" to ensure clarity and avoid awkward phrasing.
Common error
Avoid creating overly long noun phrases. Instead of using "according to confirmation", break it down into a more readable sentence structure like "The event will proceed as planned, as confirmed by the authorities."
Source & Trust
77%
Authority and reliability
2.4/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to confirmation" functions as a prepositional phrase, intended to modify a statement by indicating that it is based on confirmed information. Ludwig AI highlights a preference for more standard expressions.
Frequent in
Science
0%
News & Media
0%
Formal & Business
0%
Less common in
Science
0%
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
In summary, while the phrase "according to confirmation" is understandable, it's not the most effective way to convey information based on verified sources. Ludwig AI suggests that more standard alternatives like "based on confirmation" or "as confirmed by" provide greater clarity and are generally preferred in both formal and informal writing. The phrase's limited usage and awkwardness make it advisable to opt for clearer, more direct language to ensure effective communication.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on confirmation
Replaces "according to" with "based on", emphasizing the foundation of the statement on the confirmation.
as confirmed by
Emphasizes the act of confirming and who provided the confirmation.
following confirmation from
Highlights the sequence of events, with confirmation preceding the statement.
in line with the confirmation
Indicates alignment with what has been confirmed.
consistent with the confirmation
Suggests agreement or correspondence with the confirmed information.
pursuant to confirmation
A more formal way of saying "according to", often used in legal or official contexts.
in accordance with the confirmation
Similar to "pursuant to", indicating compliance with the confirmation.
ascertained through confirmation
Focuses on the process of finding out the information through confirmation.
verified by confirmation
Highlights that the information has been checked and confirmed.
per the confirmation
A shortened, slightly informal version of "according to the confirmation".
FAQs
What are some alternatives to "according to confirmation"?
You can use alternatives like "based on confirmation", "as confirmed by", or "following confirmation from depending on the context.
Is it grammatically correct to use "according to confirmation"?
While not strictly ungrammatical, "according to confirmation" is an awkward phrasing. It's generally better to rephrase using clearer alternatives like "based on confirmation".
How can I make my writing sound more professional when referencing confirmed information?
Opt for more formal and precise language. Instead of "according to confirmation", consider "pursuant to confirmation" (in legal contexts) or "in accordance with the confirmation".
What's the difference between "according to confirmation" and "as confirmed by"?
"According to confirmation" is less direct and slightly passive. "As confirmed by" is more active and emphasizes who or what provided the confirmation. For example, "As confirmed by the authorities, the event is on."
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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
77%
Authority and reliability
2.4/5
Expert rating
Real-world application tested