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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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it correlates to

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "it correlates to" is correct and usable in written English.
You can use it when discussing the relationship or connection between two or more concepts, variables, or phenomena. Example: "The data shows that the increase in temperature correlates to a rise in energy consumption."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

37 human-written examples

Yes, it's a vapid comparison and the fate of nations can't be directly tied to season tickets, but ask yourself as an American if you'd root for an Iraqi baseball team because its government told you it correlates to democracy.

News & Media

Huffington Post

Looking back at the Excursion and its unusually high fatality rate, Rader says it correlates to the Excursion's relatively high rollover risk.

News & Media

Forbes

"When you invest in teacher training it correlates to higher student achievement," Ms. Weingarten said.

News & Media

The New York Times

"It correlates to transition," said Michael J. Salinsky, a REIT analyst at RBC Capital Markets.

News & Media

The New York Times

First, there's no reason to believe that it correlates to emotional nakedness.

News & Media

The New Yorker

"We don't think it correlates to the state of the industry".

News & Media

The New York Times
Show more...

Human-verified similar examples from authoritative sources

Similar Expressions

23 human-written examples

So... how does it correlate to the real world?

He found it strange that something non-present knew what they were talking about and it correlated to what you were looking at.

News & Media

The Guardian

We then ranked zip codes by the prevalence of risky foreign currency debt to see if it correlated to support for the far-right political party.

That's a nice achievement, but does it correlate to innovation?

News & Media

Forbes

Measuring Chemistry Teachers' Content Knowledge: Is It Correlated to Pedagogical Content Knowledge?

Science & Research

Springer
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Expert writing Tips

Best practice

When using "it correlates to", ensure that a statistical or logical relationship can be substantiated between the two elements you are connecting. Avoid implying causation unless it is explicitly proven.

Common error

A frequent error is to assume that because "it correlates to" something, it necessarily causes it. Remember that correlation does not equal causation; other factors might be at play.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "it correlates to" functions as a linking expression, indicating a relationship or association between two elements. As Ludwig AI confirms, it's a valid way to show how one thing connects to another, without necessarily implying causation. The examples show its use across various contexts.

Expression frequency: Common

Frequent in

Science

42%

News & Media

38%

Academia

12%

Less common in

Formal & Business

4%

Wiki

2%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "it correlates to" is a common and grammatically correct way to express a relationship or association between two or more things. Ludwig AI confirms its validity, and its presence in diverse sources like scientific journals, news articles, and academic papers confirms its widespread usage. When using this phrase, remember that correlation does not imply causation, and avoid implying causation unless it's explicitly supported. Alternatives such as "it is linked to", "it is associated with", and "it is related to" can be used depending on the nuances of the intended meaning.

FAQs

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

Use "it correlates to" to show a relationship between two things, such as "The study shows that increased screen time correlates to lower academic performance."

What can I say instead of "it correlates to"?

You can use alternatives like "it is linked to", "it is associated with", or "it is related to" depending on the specific context.

Is it grammatically correct to say "it correlates to"?

Yes, "it correlates to" is grammatically correct. The verb "correlate" can be used with the preposition "to" to indicate a relationship or connection.

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

"It correlates to" indicates a statistical or logical relationship, while "it causes" implies a direct causal effect. Just because two things correlate doesn't mean one causes the other.

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Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: