improper generalization

USAGE SUMMARY

"improper generalization" is a correct and usable phrase in written English.
You can use it to describe when someone is making a conclusion based on a limited sample size or limited evidence. For example, "John's improper generalization that everyone dislikes broccoli was unfounded, as many people in the room actually enjoyed it."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

The authors suggested abandoning the classification of antipsychotics into FGA and SGA since each is not a homogeneous class, and improper generalization creates confusion.

Cost Effectiveness and Resource Allocation

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

The insufficiency to guarantee the existence of a state-space representation of the classical wide-sense Markov condition for improper complex-valued signals is shown and a generalization is suggested.

EURASIP Journal on Advances in Signal Processing

So any simple generalization will be wrong.

The New York Times

A generalization?

The New Yorker

Improper integrals.

Massachusetts Institute of Technology

Improper Integrals.

Stanford University

This was improper.

Independent

— the Improper Benefits bowl.

The New York Times

A broad generalization?

The New York Times - Food

That was improper.

The New York Times

A broad generalization, of course.

The New York Times

Expert writing Tips

Best practice

When discussing research findings, be explicit about the limitations of your sample and avoid making "improper generalizations" about broader populations. Always acknowledge the specific context of your data.

Common error

A common error is to make an "improper generalization" by assuming that because two things are correlated, one causes the other. Always seek evidence of a causal mechanism before drawing such conclusions; correlation does not equal causation.

Linguistic Context

The phrase "improper generalization" functions as a noun phrase, typically serving as the object of a verb or preposition. It identifies a specific type of flawed reasoning or conclusion-making process. Ludwig AI indicates that it's a correct grammatical construction.

Expression frequency: Uncommon

Frequent in

Science

34%

News & Media

33%

Academia

33%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The term "improper generalization" refers to the act of drawing a conclusion about a larger group or phenomenon based on insufficient evidence or a biased sample. Ludwig AI confirms its grammatical correctness. Its function is typically to identify a flaw in reasoning, serving as a critical tool in academic, scientific, and professional contexts where precision is valued. To avoid making this error, it's crucial to ensure conclusions are well-supported and that the scope of claims aligns with the data's limitations. Related phrases include "hasty generalization" and "unjustified generalization", each with subtle nuances. By understanding and avoiding "improper generalizations", writers can strengthen their arguments and enhance their credibility.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

hasty generalization

Focuses on the speed and lack of consideration in making the generalization.

unjustified generalization

Highlights the lack of justification or evidence supporting the generalization.

unwarranted generalization

Similar to unjustified, emphasizing the lack of a valid reason for the generalization.

faulty generalization

Directly points out the flaw or error in the generalization process.

erroneous generalization

Stresses the incorrect or mistaken nature of the generalization.

sweeping generalization

Indicates the generalization is overly broad and lacks nuance.

overgeneralization

A more concise term for generalizing too broadly.

invalid generalization

Highlights the lack of logical validity in the generalization.

broad generalization

Emphasizes the wide scope of the generalization, which may be problematic.

poorly supported generalization

Focuses on the lack of evidence to back up the generalization.

FAQs

How can I avoid making an "improper generalization" in my writing?

To avoid making an "improper generalization", ensure your conclusions are supported by sufficient and relevant evidence. Consider the scope of your data and avoid extending your claims beyond what is reasonably justified.

What is the difference between a "generalization" and an "improper generalization"?

A "generalization" is a broad statement or conclusion based on observations. An "improper generalization" is a conclusion drawn from insufficient evidence or a biased sample, leading to an inaccurate or unfair representation of a larger group or phenomenon.

What are some alternatives to using the phrase "improper generalization"?

Alternatives to "improper generalization" include "hasty generalization", "unjustified generalization", or "faulty generalization". The best choice depends on the specific nuance you want to convey.

In what contexts is the term "improper generalization" most frequently used?

The term "improper generalization" is often used in academic writing, research analysis, and discussions of logical fallacies, particularly when evaluating the validity of arguments or the interpretation of data.