a level of generalisation

USAGE SUMMARY

The phrase "a level of generalisation" is correct and usable in written English.
It can be used when discussing the degree to which a concept or idea is generalized or abstracted. Example: "In our analysis, we found that a level of generalisation is necessary to understand the broader implications of the data."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

"You will always have a level of generalisation.

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Their breakdown allows for a more dynamic and comprehensive account of FRP development, while also incorporating heterogeneity and allowing for a certain level of generalisation.

European Journal of Futures Research

Data analysis was carried out autonomously by three researchers, by means of successive steps, each of which represents an increasing level of generalisation: Each researcher identified all propositions held personally to be significant, without considering their relations with other parts of the text, accompanying them with his own comments.

BMC Cancer

Example based hypotheses usually provide a very poor level of generalisation but they represent experimental evidence which makes them extremely valuable.

Journal of Cheminformatics

Once the hypotheses have been generated we can organise them into a hierarchical structure that captures the different level of generalisation of the knowledge.

Journal of Cheminformatics

Different reference datasets may induce different hierarchies of hypotheses; this reflects the fact that the level of generalisation is not intrinsic to a hypothesis but depends on the chemical space in which the hypotheses are applied.

Journal of Cheminformatics

Hypotheses can be ordered according to their level of generalisation.

Journal of Cheminformatics

The movement to the wider level of generalisation also returns the spectator to the particular, since generalisation enables an understanding of what is singular about a work by locating it within a broader background.

SEP

Comparing the level of generalisation between hypotheses of different types is not trivial and in some cases impossible when the underlying molecule attributes are not directly comparable.

Journal of Cheminformatics

The models presented in essence provide a means of reverse engineering to the heuristic problem of NN design, in that given the variable parameters of a network architecture and its associated optimal learning performance based on the training data, an indication can be given as to when the network should stop training in order to provide the maximum level of generalisation.

BMC Medical Informatics and Decision Making

To avoid overtraining, the training phase was stopped when the minimum squared error (MSE), displayed as a function of the training epochs, between the predictions and the desired output in the cross validation subgroup (indirect indicator of the level of generalisation) began to increase.

BMC Nephrology

Expert writing Tips

Best practice

When using "a level of generalisation", ensure the context clearly indicates what is being generalised and to what degree. For example, specify the data, concepts, or theories involved to improve clarity.

Common error

Avoid assuming that "a level of generalisation" automatically equates to accuracy or validity. Always validate generalisations with sufficient data and acknowledge potential limitations to avoid misleading claims.

Linguistic Context

The phrase "a level of generalisation" functions primarily as a noun phrase. It refers to the degree or extent to which something is generalised or abstracted. It is used to describe the scope or breadth of a general statement or concept. This usage is supported by Ludwig AI, which identifies the phrase as grammatically correct.

Expression frequency: Rare

Frequent in

Science

50%

News & Media

25%

Formal & Business

25%

Less common in

Encyclopedias

0%

Wiki

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, "a level of generalisation" is a noun phrase used to describe the degree to which something is generalised. Ludwig AI confirms its grammatical correctness and usability. While not exceedingly common, it appears in academic and news contexts, indicating a formal register. Related phrases like "degree of abstraction" and "extent of generalisation" provide alternative ways to express similar concepts. When employing this phrase, ensure clarity by specifying what is being generalised and avoid over-generalising without sufficient evidence. Due to its infrequent appearance, careful contextualization is crucial for effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

degree of generalisation

Focuses on the extent to which something is generalised, similar to the original phrase.

extent of generalisation

Emphasises the scope or range of the generalisation.

level of abstraction

Replaces "generalisation" with the closely related term "abstraction", highlighting the process of simplifying or removing details.

degree of abstraction

Combines "degree" with "abstraction" for a similar meaning.

scope of generalisation

Highlights how broad or narrow the generalisation is.

range of generalisation

Similar to "scope", but implies a specific interval or spectrum of applicability.

generality level

Inverts the structure to focus on the level of generality itself.

level of detail reduction

Focuses on the inverse process of reducing specific details to form a generalisation.

abstraction level

A more concise way of saying "level of abstraction".

extent of simplification

Similar to detail reduction, focusing on the degree to which something has been simplified.

FAQs

How can I effectively use "a level of generalisation" in academic writing?

In academic writing, use "a level of generalisation" to discuss the degree to which findings or theories can be applied broadly. Always support your generalisations with evidence and acknowledge any limitations. For example, you might say, "The study achieved "a high degree of generalisability" due to its diverse sample population".

What are some alternatives to "a level of generalisation"?

Alternatives include "degree of abstraction", "extent of generalisation", or "scope of generalisation". The best choice depends on the specific nuance you want to convey. Consider whether you want to emphasize the degree, the extent, or the range of the generalisation.

How does "a level of generalisation" relate to statistical analysis?

In statistical analysis, "a level of generalisation" refers to the extent to which findings from a sample can be applied to a larger population. Factors like sample size, representativeness, and statistical significance influence "the degree of generalisation".

What's the difference between "a level of generalisation" and "a theory"?

While both involve broad statements, "a level of generalisation" typically refers to a specific aspect or element within a broader context. A theory, on the other hand, provides a comprehensive framework for understanding a phenomenon. "A level of generalisation" might be used to describe "the generality level" within a particular theory.