generalize with

USAGE SUMMARY

The phrase "generalize with" is correct and can be used in written English.
It is usually used when referring to a particular concept, or a process in which a concept is applied in a broad, general way. For example, "We can generalize with the idea that everyone should have the same rights, regardless of their background".

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

12 human-written examples

2) We only studied visual related alpha modulations thus we cannot generalize with regard to other modalities that might generate rhythms of similar frequency bands such as action or auditions.

Plosone

I can't really generalize with any confidence.

The New York Times

Besides, it's never good to generalize with art.

The New York Times

Kennan was referring specifically to Asia, but the observations generalize, with exceptions, for participants in the US-run global system.

The Guardian - Opinion

Certainly such uniform bound has no chance of explaining why neural networks with billions of parameters would generalize with a data set of merely millions of examples.

Princeton University

To generalize with abandon, if you had nothing but Harvard guys the whole show would be made up of commercial parodies about people wearing barrels after the 1929 stock-market crash.

The New Yorker

Human-verified similar examples from authoritative sources

Similar Expressions

48 human-written examples

In this paper, this equation is generalized with the concept of variable-order fractional derivatives.

Journal of Computational Physics

Also, it can be generalized with care to handle some parametric uncertainty problems.

Journal of Sound and Vibration

At times his account is thoughtful and nuanced, as in his discussion of the role of torture in the French campaign in Algeria, but on other occasions he generalizes with breathtaking self-confidence.

The New York Times - Books

Finally, one of the most widely employed model in electrochemical impedance analysis is generalized with inclusion of ubiquitous electrode disorder.

Electrochimica Acta

The vertebrae constituting the spinal column are generalized with centrums (i.e., ventral, or lower, sections connecting with the adjacent vertebrae) that are rather poorly developed.

Encyclopedia Britannica

Expert writing Tips

Best practice

When using "generalize with", ensure the context clearly indicates what you are generalizing and what you are using as the basis for your generalization. Vague connections can weaken your argument.

Common error

Avoid using "generalize with" when you lack enough evidence to support your broader claims. Overgeneralizing can lead to inaccurate conclusions and weaken your credibility. Instead, use qualifiers like 'may suggest' or 'might indicate' to show cautious generalization.

Linguistic Context

The phrase "generalize with" functions primarily as a verb phrase, indicating the action of forming a general conclusion or applying a principle broadly. Ludwig AI confirms its correct usage in various contexts. For example, it can mean to extend a principle to cover more situations.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

40%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "generalize with" is grammatically correct and used to denote the action of forming a general conclusion or applying a principle broadly. Ludwig AI validates its usage. The expression appears primarily in scientific and news contexts. Due to the small number of examples found by Ludwig, its frequency is classified as uncommon. When using "generalize with", it's important to provide sufficient evidence to support claims and to acknowledge potential limitations. Consider alternatives like "apply broadly" or "make a generalization" to refine your writing. Always exercise caution when applying broad conclusions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

make a generalization

A more direct and common way to refer to the act of generalizing.

generalize cautiously

Adds the element of caution when making generalizations, acknowledging potential limitations.

apply broadly

Focuses on the act of applying a concept in a wide-ranging manner, rather than the generalization process itself.

draw wider conclusions

Emphasizes the act of forming conclusions from a broad perspective.

extrapolate from

Highlights the act of inferring unknown data from existing data, extending beyond the original scope.

infer generally

Shifts focus to the inference of general principles or rules.

apply universally

Highlights the application of a concept to all instances or cases.

make sweeping statements

Implies making broad statements that may lack nuance or specific evidence.

extend the scope

Emphasizes broadening the range or applicability of something.

broaden the application

Focuses on widening the use of a particular concept or method.

FAQs

How can I use "generalize with" in a sentence?

You can use "generalize with" to indicate the act of making a broad statement or applying a concept widely, often based on specific observations or data. For example, 'Based on the survey results, we can "generalize with" caution that customer satisfaction is increasing.'

Is it always appropriate to "generalize with" a small sample size?

No, it's generally not appropriate to "generalize with" a small sample size because the results may not be representative of the larger population. This can lead to inaccurate or misleading conclusions.

What's the difference between "generalize with caution" and simply "generalize"?

"Generalize with caution" implies acknowledging potential limitations and uncertainties when making a broad statement, while "generalize" without the qualifier may suggest a higher degree of certainty.

What are some situations where it's acceptable to "generalize with" certain limitations?

It can be acceptable to "generalize with" limitations when the context is exploratory, or when the limitations are clearly stated and understood. However, it's crucial to avoid presenting these generalizations as definitive conclusions.