it correlates with

USAGE SUMMARY

The phrase "it correlates with" is correct and usable in written English.
You can use it when discussing the relationship or connection between two variables, concepts, or phenomena. Example: "The study found that it correlates with increased productivity among employees."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Giancarlo defended Bitcoin's value, explaining the process of mining and how it correlates with price (or sometimes breaks from that correlation, as economists he cited have suggested).

TechCrunch

Mountain View should implement policies that restrict office growth unless it correlates with commensurate housing growth.

The Guardian

It correlates with freedom from minor ills such as headaches and stomach pains, too.

The Economist

Researchers say that information is essential for tracking the emergence of resistant bacteria and determining whether it correlates with patterns of antibiotic use, which could then be changed.

The New York Times

It correlates with the launch of a new flights app at the end of last year, which the company says has improved the overall experience for mobile users.

The Guardian

The irony of vegetarianism or veganism as a lifestyle choice in wealthier countries is that it correlates with the relative affluence of being able to choose to spend your food budget on good-quality fruits, vegetables and grains.

The Guardian - Opinion

If we understood the molecular assembly line by which ears were put together in the embryo, we could identify the gene by what it does rather than by what it correlates with.

The New York Times - Magazine

It correlates with the hoarseness in voice.

EURASIP Journal on Audio, Speech, and Music Processing

Like the GAD-7, it correlates with functional impairment [30].

The Journal of Headache and Pain

Possible extension of cholesteatoma towards sinus tympani (since it correlates with high post-surgical recurrence rate).

Insights into Imaging

It correlates with refractive index modulation in near-UV wavelength range across MIT [9].

Nanoscale Research Letters

Expert writing Tips

Best practice

When writing about the relationship between two variables, be aware of the difference between correlation and causation. "It correlates with" simply means that the two variables tend to move together, not that one causes the other.

Common error

Avoid implying causation when using "it correlates with". This phrase indicates a relationship, but not necessarily a direct cause-and-effect link. Ensure that you have sufficient evidence before suggesting causality.

Linguistic Context

The phrase "it correlates with" functions as a verb phrase indicating a statistical or observed relationship between two entities. As shown by Ludwig, it is frequently used to describe connections in research findings, observations, or data analyses.

Expression frequency: Very common

Frequent in

Science

70%

News & Media

28%

Formal & Business

2%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "it correlates with" is a grammatically correct and frequently used phrase to indicate a relationship between two variables. As verified by Ludwig, it is commonly found in scientific and news contexts. However, it's crucial to remember that correlation does not imply causation, and this distinction should be carefully observed in writing. Alternatives such as ""it is associated with"" or ""it is linked to"" can be used depending on the specific nuance you want to convey. By following best practices and avoiding common errors, you can effectively use this phrase to describe relationships accurately.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

it is associated with

This alternative is a more general way to indicate a relationship or connection.

it is linked to

This implies a direct connection or causal relationship.

it is related to

This is a broader term that suggests a connection without specifying the nature of the relationship.

it is connected to

This indicates a direct link or association.

it is tied to

This suggests a strong and often inseparable connection.

it is indicative of

This implies that one thing serves as a sign or symptom of another.

it is in proportion to

This indicates a relationship where two things increase or decrease at the same rate.

it corresponds to

This suggests a direct parallel or equivalence.

it is commensurate with

This indicates that two things are of equal measure or extent.

it is congruent with

This suggests that two things are in agreement or harmony.

FAQs

How can I use "it correlates with" in a sentence?

Use "it correlates with" to show a relationship or association between two variables or phenomena. For instance, "The study showed that increased exercise "it correlates with" better cardiovascular health".

What are some alternatives to "it correlates with"?

Some alternatives include "it is associated with", "it is linked to", or "it is related to", each carrying slightly different nuances regarding the nature of the relationship.

Is it correct to say "it correlates to" instead of "it correlates with"?

While "it correlates with" is the standard and more widely accepted usage, "it correlates to" is less common and may be considered incorrect by some. It's best to stick with ""it correlates with"" to ensure clarity and grammatical correctness.

What's the difference between "it correlates with" and "it causes"?

"It correlates with" indicates a relationship or pattern between two variables, while "it causes" implies a direct cause-and-effect relationship. Correlation does not equal causation; further evidence is needed to prove causality.