correlated with

USAGE SUMMARY

The phrase "correlated with" is correct and usable in written English.
It is typically used in statistical or scientific contexts to describe a relationship or connection between two variables or factors. Example: "The study found that increased physical activity is positively correlated with improved mental health outcomes."

✓ Grammatically correct

News & Media

Science

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

Education level is strongly positively correlated with believing in evolution, and theistic evolution, and negatively correlated with believing in creationism.

Huffington Post

"It's highly correlated with age".

The New York Times

Size is correlated with time.

Encyclopedia Britannica

It's also disproportionately correlated with divorce.

The Guardian - Lifestyle

Second, inequality is correlated with violent crime.

The New York Times

Corruption is commonly correlated with war.

The New York Times

Who knows what France is correlated with?

The New York Times

Is happiness correlated with professional success?

The New York Times

Neuroticism correlated with "awful", "lazy" and "depressing".

The Economist

Extroversion correlated with "bar", "restaurant" and "crowd".

The Economist

Arterial plaque is closely correlated with heart attack and strokes.

The New York Times

Expert writing Tips

Best practice

When using "correlated with", be sure to specify the direction and strength of the correlation if possible. For instance, say "positively correlated" or "strongly correlated".

Common error

Avoid assuming that because two things are "correlated with" each other, one causes the other. Correlation does not equal causation; there may be other factors at play.

Linguistic Context

The phrase "correlated with" functions as a relational phrase, indicating a statistical connection or association between two or more variables. As Ludwig AI suggests, it’s often used in research and analysis to describe how different factors relate to one another.

Expression frequency: Very common

Frequent in

Science

37%

News & Media

62%

Encyclopedias

1%

Less common in

Formal & Business

0%

Social Media

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "correlated with" is a common and grammatically correct phrase used to indicate a statistical relationship between two variables. Ludwig AI confirms its acceptability, and its prevalence in news, media, and scientific contexts underscores its utility in formal writing. While "associated with", "linked to", and "related to" offer similar meanings, "correlated with" is most appropriate when discussing data and statistical analyses. Remember to avoid assuming causation from correlation, and specify the type and strength of the correlation whenever possible.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

associated with

Indicates a general connection or relationship, often less statistically rigorous than "correlated with".

linked to

Suggests a connection, often implying a causal relationship or a sequence of events.

related to

A broad term indicating a connection or association, without specifying the nature of the relationship.

connected with

Implies a direct link or association, often suggesting a shared characteristic or purpose.

tied to

Suggests a strong and often inseparable connection, implying that one thing is dependent on the other.

in association with

More formal way to describe connection, typically between concepts, actions or entities.

bears a relationship to

A more formal and academic way of saying "is related to", often used in research or analysis.

coexists with

Describes two occurrences that happen at the same time or in the same place, without an specific causal relation.

has an impact on

Focuses on the cause-effect relationship between concepts.

dependent on

Indicates that one thing relies on another, suggesting a one-way relationship.

FAQs

How do I use "correlated with" in a sentence?

Use "correlated with" to indicate a statistical relationship between two variables. For example, "Increased exercise is "correlated with" better cardiovascular health".

What are some alternatives to "correlated with"?

Alternatives include "associated with", "linked to", or "related to". The best choice depends on the specific nuance you want to convey.

What's the difference between "correlated with" and "caused by"?

"Correlated with" indicates a statistical relationship, while "caused by" implies a direct causal link. Just because two things are correlated doesn't mean one causes the other. There might be other factors involved. For example, heart disease is "correlated with" lack of exercise, but is not necessarily "caused by" it because there are other factors involved.

Is it okay to use "correlated to" instead of "correlated with"?

While "correlated to" is sometimes used, "correlated with" is the more standard and widely accepted phrasing. It's generally best to stick with "correlated with" for clarity and precision.