correlates with

USAGE SUMMARY

"correlates with" is a correct and usable phrase in written English.
You can use it when you want to express a relationship between two things, such as a cause-and-effect relationship, or when they are related to each other in some way. For example, "The amount of rainfall each month correlates with the number of flowers in bloom."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Cluster data correlates with PCA.

Nature

What else correlates with social demographics?

The Guardian

Web visitation, not unexpectedly, correlates with age.

MIT Technology Review

This correlates with clinical findings.

British Journal of Oral and Maxillofacial Surgery

Because a smiling staff correlates with customer satisfaction.

Harvard Business Review

High mutation burden correlates with defective SC function.

Nature

(a) Decreased HSF2 expression correlates with advanced PrCa.

Nature

This finding correlates with our results (Fig. 1a).

Nature

This difference correlates with MYC expression and patient outcome.

Nature

Fitness correlates with the extent of cheating in a bacterium.

Nature

ST2 expression correlates with other VAT-Treg cell markers.

Nature

Expert writing Tips

Best practice

When using "correlates with", ensure that the relationship between the two variables is clearly defined. Avoid implying causation unless it is explicitly supported by evidence.

Common error

A common mistake is to assume that because two things "correlate with" each other, one causes the other. Always remember that correlation does not equal causation. Further investigation is needed to determine a causal relationship.

Linguistic Context

The phrase "correlates with" functions as a verb phrase indicating a statistical or empirical relationship between two or more variables. Ludwig shows numerous examples across diverse fields confirming its use in establishing connections.

Expression frequency: Very common

Frequent in

Science

60%

News & Media

25%

Formal & Business

15%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "correlates with" is a versatile and frequently used expression in English to denote a relationship or association between two or more variables. Ludwig AI confirms its grammatical correctness and applicability across diverse fields like science, news, and business. While it effectively communicates a connection, it is crucial to avoid implying causation without sufficient evidence. Remember that "correlates with" simply indicates a relationship, not necessarily a cause-and-effect dynamic.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

has a correlation with

Directly states the existence of a statistical correlation.

is associated with

Focuses on the connection between two things, but doesn't necessarily imply a direct relationship.

is linked to

Highlights a connection, suggesting that one thing influences the other.

is related to

Indicates a general relationship without specifying the nature of the connection.

is connected with

Similar to "is linked to", but can imply a more direct or causal connection.

corresponds to

Implies a direct match or similarity between two things.

is indicative of

Suggests that one thing is a sign or symptom of another.

is tied to

Emphasizes a strong and often inseparable connection.

aligns with

Indicates that two things are in agreement or harmony.

is in agreement with

Similar to "aligns with", but can imply a more formal or structured connection.

FAQs

How do you use "correlates with" in a sentence?

You can use "correlates with" to show a relationship between two or more things. For instance, "Increased exercise "correlates with" improved cardiovascular health."

What's a good alternative to "correlates with"?

Alternatives include "is associated with", "is linked to", or "is related to", depending on the specific nuance you want to convey.

Does "correlates with" imply causation?

No, "correlates with" does not necessarily imply causation. It simply indicates a relationship or association between two variables. Further research is needed to establish a causal link.

Is it appropriate to use "correlates with" in formal writing?

Yes, "correlates with" is appropriate for formal writing, particularly in scientific, academic, and professional contexts. It is a precise and neutral way to describe a relationship between variables.