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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
according to preferred
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to preferred" is not correct and usable in written English as it lacks clarity and completeness.
It may be intended to refer to preferences or guidelines but needs additional context to be meaningful. Example: "According to preferred guidelines, we should proceed with caution."
⚠ May contain grammatical issues
Science
News & Media
Wiki
Academia
Formal & Business
Alternative expressions(2)
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
28 human-written examples
Even though an arthroplasty may provide good symptomatic relief, the long-term results are more uncertain and no consensus exists according to preferred prosthetic designs.
Science
This compares to an average yield of 5.36% in the "Financial" preferred stock category, according to Preferred Stock Channel.
News & Media
STUDY DESIGN: A systematic review and meta-analyses were performed according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.
Academia
Recently, endovascular treatment has become more common, and several reports have shown the efficacy of TEVAR according to preferred operative mortality compared to open repair [2, 3].
Science
A systematic literature search was performed in the following databases according to Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines - Medline, Embase, Centre for Reviews and Dissemination, TIBORDER, and German dissertation database from January 2003 to October 2013.
Science
Particularly, they observed an orderly arrangement of selective units according to preferred orientation along the electrode tracks, as found in normal cats, but clustering of nonselective or unresponsive units frequently appeared.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
32 human-written examples
Humans can be characterized according to their preferred sleep times; late chronotypes (owls) prefer to sleep later than early chronotypes (larks).
Science & Research
(A ) Texture coarseness preferring neurons from two experiments (upper and lower panels) were color coded according to their preferred texture (P120-blue, P320-red, P600-green, P1000-yellow, non-preferring-white and non-responsive-black).
Science
Or is he simply pursuing a strategy that looks poor according to your preferred measures but looks very clever according to his?
News & Media
With this, users can customize a salsa tune according to their preferred tempo and accompanying instruments, and hear an audible count to help with timing.
News & Media
Results showed that students who studied the learning material according to their preferred learning style obtained better results than the students with the randomized learning material.
Expert writing Tips
Best practice
Always ensure that the phrase "according to preferred" is followed by a noun or noun phrase to complete its meaning, such as "according to preferred guidelines" or "according to preferred methods".
Common error
Avoid using "according to preferred" without specifying what the preference applies to. For example, don't just say "The data was analyzed according to preferred", clarify with "The data was analyzed according to preferred statistical models".
Source & Trust
80%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to preferred" acts as a prepositional phrase intended to modify a verb or noun, indicating that an action or characteristic is determined by a set of preferences. However, Ludwig AI analysis indicates that the phrase is grammatically incorrect and requires further context for clarity.
Frequent in
Science
50%
News & Media
16%
Wiki
9%
Less common in
Academia
9%
Formal & Business
6%
Science
10%
Ludwig's WRAP-UP
In summary, while the phrase "according to preferred" appears in various contexts, including scientific and news media, Ludwig AI flags it as grammatically incorrect without additional context. To ensure clarity, it's best practice to specify what the preference is, such as "according to preferred guidelines". Alternatives like "based on preferred" or "in line with preferred" may offer more grammatically sound options. Usage patterns indicate its frequency in science, news, and wiki sources, but its effectiveness relies on correct and complete usage.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on preferred
Replaces "according to" with "based on", directly indicating the foundation of preference.
in line with preferred
Uses "in line with" to suggest alignment with established preferences.
as preferred by
Emphasizes the act of preferring by a specific entity or group.
following preferred
Highlights adherence to a chosen preference.
consistent with preferred
Indicates agreement or compatibility with a set preference.
in accordance with preferred
Emphasizes formal compliance with established preferences.
subject to preferred
Indicates dependency on a given preference.
depending on preferred
Highlights conditional reliance on a preference.
as per preferred
Uses "as per" for a more concise indication of accordance.
aligned with preferred
Similar to "in line with", but emphasizes a direct alignment.
FAQs
How to correctly use "according to preferred" in a sentence?
To use "according to preferred" correctly, ensure you specify what is being preferred. For instance, "according to preferred methods" or "according to preferred guidelines" provides a complete and understandable phrase.
What can I say instead of "according to preferred"?
You can use alternatives like "based on preferred", "in line with preferred", or "as preferred by" depending on the context.
Which is correct, "according to preferred method" or "according to the preferred method"?
"According to the preferred method" is more grammatically sound as it specifies a particular, known method. "According to preferred method" is less clear and may need further context.
What's the difference between "according to preferred" and "by preferred"?
"According to preferred" suggests a set of preferences or standards being followed, while "by preferred" is not a standard English construction. You would more commonly use "according to the preferred" or rephrase to use "based on preferred".
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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
80%
Authority and reliability
2.8/5
Expert rating
Real-world application tested