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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 preferred by
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "As preferred by" is correct and usable in written English.
It can be used to indicate that something is done according to someone's preference or choice. Example: "The design will be implemented as preferred by the client to ensure their satisfaction."
✓ Grammatically correct
Science
News & Media
Wiki
Alternative expressions(4)
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
49 human-written examples
That includes wanting to dominate midfield, based on a 4-2-3-1 4-2-3-1 4-2-3-1 4-2-3-1 mosystembs in the Bundesligas
News & Media
Washington has an oil-and-water mix of West Coast offense short passing (as implemented by Zorn) and 1970s-era powerunningng tactics (as preferred by the offensive assistant Joe Bugel).
News & Media
"This stuff is 30 years old," said Mr. Issa, dressed in a blue polo shirt and khakis, his hair combed and parted with tonic, not hair spray as preferred by political veterans.
News & Media
The frequency of the face-to-face sessions is shown in the table below as preferred by learners (Table 5).
On the other hand, is mainly used by young adults and middle-aged speakers and is not as preferred by other age groups.
Science
The transition of structures from octahedra to cubes and further to pyramids as preferred by the In2O3 nanostructures was confirmed by the planar-view FESEM as shown in Additional file 1: Figure S6a-c.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
11 human-written examples
The projects can be sewn by hand or by machine, as preferred.
Wiki
Professional interviews were conducted face-to-face or by telephone as preferred to further encourage participation.
Science
It is impossible for democracy here to be exactly the same as democracy practiced in the Western world, as would be preferred by people in the West.
News & Media
With regards to splint preference the LS was ranked as most preferred by 72% of patients.
The generic EQ-5D is important for health economic evaluations and it is essential as long as it is preferred by reimbursement authorities and policy makers for comparing costs and benefits across medical conditions [ 12, 13].
Expert writing Tips
Best practice
When using "as preferred by", ensure that the context clearly identifies who holds the preference and why it is relevant to the situation.
Common error
Avoid assuming preferences without explicit confirmation. Always verify that an action or choice genuinely reflects the stated or known preference of the relevant party before using the phrase "as preferred by".
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as preferred by" functions as a prepositional phrase that modifies a verb or noun, indicating the basis for a choice or action. As Ludwig AI indicates, it signifies that something is done according to someone's preference. For example, "Therapy sessions were conducted weekly or fortnightly, as preferred by the patient."
Frequent in
Science
52%
News & Media
20%
Wiki
12%
Less common in
Formal & Business
8%
Academia
4%
Reference
4%
Ludwig's WRAP-UP
In summary, the phrase "as preferred by" is a grammatically correct and commonly used prepositional phrase to indicate that a choice or action is based on someone's preference. As Ludwig AI confirms, it's suitable for various contexts, including scientific, news, and general writing. Key points to remember:
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
As desired by
Highlights what someone wants or wishes for.
As chosen by
Focuses on the act of selecting something over other options; more direct.
As selected by
Similar to 'as chosen by', highlighting the selection process.
According to the preferences of
More formal and emphasizes adherence to someone's stated desires.
In accordance with the wishes of
Highlights respect for someone's desires or instructions; more polite and formal.
At the discretion of
Indicates that someone has the power to decide based on their preference.
At the pleasure of
Implies that something is done to please someone; often used in formal contexts.
Following the lead of
Indicates someone is setting an example or course of action.
As stipulated by
Indicates a formal requirement or condition has been set.
On the recommendation of
Highlights the influence of advice in the decision-making process.
FAQs
How can I use "as preferred by" in a sentence?
You can use "as preferred by" to indicate that a choice or action is being made based on someone's preference. For example, "Interviews were conducted in English or Spanish, "as preferred by" the patient."
What are some alternatives to "as preferred by"?
Some alternatives include phrases like "as chosen by", "as selected by", or "according to the preferences of", depending on the context.
Is it better to use "as preferred by" or "preferred by"?
"As preferred by" is typically used to introduce the reason or basis for a decision, emphasizing that the choice was guided by someone's preference. "Preferred by" is a shorter version and can be useful when a description is needed.
What is the level of formality when using "as preferred by"?
The phrase "as preferred by" is suitable for both neutral and formal contexts, such as academic papers, business reports, or news articles. It clearly and professionally indicates that a decision was based on someone's preference.
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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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested