according to methodology

USAGE SUMMARY

The phrase "according to methodology" is correct and usable in written English.
It can be used when referencing a specific method or approach that is being followed in a study, analysis, or process. Example: "According to methodology, the data should be collected systematically to ensure accuracy and reliability."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

23 human-written examples

According to methodology introduced by Sehat et al. [12], we modified some procedures in this study.

Journal of Orthopaedics and Traumatology

In this paper, lower bounds of various criteria in experimental designs will be reviewed according to methodology of their construction.

Journal of Statistical Planning and Inference

Slope values calculated according to methodology of centres A and B showed a significant correlation (r = 0.90, p < 0.001) (Fig. 6).

EJNMMI Research

Each model was briefly described, and studies were critiqued according to methodology, research design, and basis upon which authors provided support or rejection of a model.

Clinical Psychology Review

The SOD enzyme activity in erythrocytes was determined in a Lyasis biochemical analyzer according to methodology recommended by the manufacturer (Ransod kit; Randox Laboratories Ltd., Crumlin, Antrim, UK) [30].

Annals of Intensive Care

Fatty acid composition in muscle samples was measured according to methodology previously described [17], [19].

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

37 human-written examples

Morphological characterization and surface texture measurement have been carried out according to methodologies proposed by Zingg method and ASTM-D3398 Standard.

Construction and Building Materials

Viability and metabolic activity of encapsulated cells were evaluated according to methodologies described in the online data supplement (Material and Methods S1).

Plosone

Thioether-cyclised peptides were synthesised according to methodologies described previously (Pero et al, 2002).

British Journal of Cancer

Monetary measures of IQ loss in children can be calculated according to methodologies developed in the environmental economics literature [ 1, 7, 33- 35].

Environmental Health: A Global Access Science Source

A separate person does a follow-up interview with 20percentt of those polled to verify that the interviews were conducted strictly according to the methodology.

The New York Times

Expert writing Tips

Best practice

When using "according to methodology", clearly cite the source or document where the methodology is described to ensure transparency and allow readers to verify the approach.

Common error

Avoid using "according to methodology" without specifying which methodology you are referring to. Always provide enough context to make it clear to the reader.

Linguistic Context

The phrase "according to methodology" functions as a prepositional phrase that modifies a verb or noun, indicating that an action, calculation, or analysis is performed based on a specific and defined methodology. Ludwig's examples demonstrate this use across various scientific and academic contexts.

Expression frequency: Very common

Frequent in

Science

86%

News & Media

7%

Formal & Business

7%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "according to methodology" is a grammatically sound and frequently used expression, particularly in scientific and formal contexts. Ludwig AI confirms its correctness and usability. It serves to indicate that an action or analysis is based on a specific, defined method. To enhance clarity, always specify the methodology being referenced and cite its source. While alternatives exist, such as "based on the method" or "following the procedure", "according to methodology" provides a clear and credible way to convey adherence to a systematic approach.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the method

This alternative replaces "according to" with "based on", offering a slightly more direct way to indicate the foundation of the process. The similarity is high as it still points to the foundation of the process.

following the procedure

Focuses on the sequence of actions taken, replacing "methodology" with the more specific "procedure". The similarity is high because the overall meaning refers to guidelines being followed.

as per the approach

Uses "as per" to denote adherence to a certain way of doing things, substituting "methodology" with "approach". The similarity is high because the overall meaning refers to guidelines being followed.

in accordance with the method

Indicates compliance or agreement with a specific methodology, emphasizing adherence to established norms. The similarity is high because it follows a defined set of rules.

consistent with the methodology

Suggests uniformity and alignment with the given methodology, rather than explicitly stating adherence. The similarity is high because it implies a defined set of rules.

in line with the method

Emphasizes that something is aligned or in agreement with a specific method. The similarity is high because it implies a defined set of rules.

using the specified method

Highlights the act of employing a particular method, shifting focus to the application. The similarity is medium since it changes the meaning a little bit.

under the prescribed methodology

Implies a more formal or authoritative endorsement of the methodology being followed. The similarity is medium since it highlights the authority a little bit more.

guided by the method

Focuses on the methodology providing direction or guidance, which may suggest flexibility within its framework. The similarity is medium because it focuses on guidance, rather than strict rules.

following a systematic method

Emphasizes the organized and methodical nature of the procedure followed. The similarity is medium because it focuses on system, rather than strict rules.

FAQs

How can I use "according to methodology" in a sentence?

You can use "according to methodology" to indicate that a process, analysis, or result is based on a specific, defined method. For example, "The data was analyzed "according to methodology" outlined in the research protocol."

What are some alternatives to using "according to methodology"?

Alternatives include "based on the method", "following the procedure", or "as per the approach", depending on the context and level of formality required.

Is it better to say "according to methodology" or "according to methodologies"?

Use "according to methodology" when referring to a single, defined method. Use "according to methodologies" when referring to multiple methods.

What's the difference between "according to methodology" and "according to procedure"?

"According to methodology" is a broader term that refers to the overall method or system used. "According to procedure" refers to a specific set of steps within that methodology.