according to preparation

USAGE SUMMARY

The phrase "according to preparation" is not correct and does not convey a clear meaning in written English.
It may be intended to refer to something that is based on or aligned with a specific preparation, but the phrasing is awkward and unclear. Example: "According to preparation, we should have everything ready by the deadline."

⚠ May contain grammatical issues

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

Most studies included both combination HT and unopposed estrogens without stratifying risk estimates according to preparation.

Breast Cancer Research

The samples were then divided into two groups according to preparation needed for the scanning or transmission electron microscope.

BMC Biotechnology

Moreover, levels of tea polyphenol and other nutrients in green tea varies according to preparation, amount of green tea leaves, frequency of renewing a tea batch in the pot, water temperature, brewing time, and so on.

Breast Cancer Research

Chipster also includes a tool for removing random (batch) effects, e.g. where samples cluster according to preparation day instead of the biological groups under study, using a linear mixed modelling approach to the normalization.

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

According to the preparation formulation of the previous studies, we replicated the experiments about bufalin-loaded liposomes.

Nanoscale Research Letters

[Ni(C10H26N6)](ClO4 2 (C10H26N6 = LCH3) was prepared according to the preparation conditions in a previous report[27].

Nanoscale Research Letters

Unless done over time and according to careful preparation and planning, this act (or the decision to seek to arrest the leaders) will cause a humanitarian crisis.

The Guardian

According to the preparation procedure, gold should be lost during the deposition-precipitation process.

Nanoscale Research Letters

They structure it according to order preparation (in a central DC or store) and delivery to the customer (home delivery and pick-up in store).

Business Research

In general, the assignment of the N 1s peak in the XPS spectra is under debate in the literature according to different preparation methods and conditions.

Nanoscale Research Letters

The electrical behavior is also shown for the first time to change from semiconducting to metallic behavior according to sample preparation, suggesting that the material is highly sensitive to cationic site occupancy and Cu Sn:S ratio.

Acta Materialia

Expert writing Tips

Best practice

For clarity, replace "according to preparation" with phrases like "based on the preparation method" or "following the preparation procedure".

Common error

Don't use "according to preparation" as it's unclear. Instead, specify what you're referring to, such as "according to the manufacturer's preparation guidelines".

Linguistic Context

The phrase "according to preparation" functions as a prepositional phrase, attempting to specify a basis or guideline. However, its usage is often unclear and grammatically awkward. Ludwig AI shows the phrase is not considered standard English.

Expression frequency: Rare

Frequent in

Science

75%

News & Media

25%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "according to preparation" is considered grammatically incorrect and awkward by Ludwig AI. Although it appears in some scientific and news-related contexts, it's generally better to replace it with clearer alternatives such as "based on the preparation method" or "following the preparation procedure". This improves the clarity and precision of your writing, especially in formal or professional settings. The key is to specify the exact guideline or method to avoid ambiguity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the preparation method

Replaces "according to" with "based on" to emphasize the foundation of the preparation method.

following the preparation procedure

Substitutes "according to" with "following" to indicate adherence to the steps of preparation.

in accordance with the preparation protocol

Uses more formal language to highlight compliance with an established preparation protocol.

as per the preparation guidelines

Replaces "according to" with "as per" to denote conformity with the guidelines.

in line with the preparation instructions

Indicates that the action aligns with the provided preparation instructions.

consistent with the preparation plan

Highlights consistency and alignment with a predetermined preparation plan.

guided by the preparation manual

Emphasizes that a manual or guide directs the preparation process.

following the established preparation routine

Focuses on adhering to a standard and recognized preparation routine.

adhering to the preparation specifications

Stresses the importance of sticking to precise specifications in the preparation process.

conforming to the preparation standards

Highlights the act of conforming to certain accepted standards during preparation.

FAQs

What does "according to preparation" mean?

The phrase "according to preparation" is not standard English and is considered grammatically awkward. It's better to use phrases like "based on the preparation method" or "following the preparation procedure".

How can I rephrase "according to preparation" for better clarity?

To improve clarity, consider alternatives such as "based on the preparation method", "following the preparation procedure", or "in accordance with the preparation protocol".

Is "according to preparation" grammatically correct?

No, "according to preparation" is not considered grammatically correct. It's advisable to use clearer and more precise language, such as "based on the preparation steps".

What are some common mistakes to avoid when using phrases related to preparation?

Avoid ambiguous phrasing. Instead of "according to preparation", specify the exact guideline or method you're referencing for improved clarity. For example, use "according to the provided instructions" or "according to the lab's standard preparation protocol".