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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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according to preferred

Grammar usage guide and real-world examples

USAGE 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

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

Injury

This compares to an average yield of 5.36% in the "Financial" preferred stock category, according to Preferred Stock Channel.

News & Media

Forbes

STUDY DESIGN: A systematic review and meta-analyses were performed according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.

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].

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.

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

Plosone
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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

Nature

(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

eLife

Or is he simply pursuing a strategy that looks poor according to your preferred measures but looks very clever according to his?

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.

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.

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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".

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

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.

Expression frequency: Common

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.

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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Source & Trust

80%

Authority and reliability

2.8/5

Expert rating

Real-world application tested

Most frequent sentences: