significant correlation between

USAGE SUMMARY

The phrase "significant correlation between" is correct and usable in written English.
It is typically used in statistical or research contexts to indicate a meaningful relationship between two variables. Example: "The study found a significant correlation between exercise frequency and overall health outcomes."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

There was a significant correlation between the Palmer vote and socioeconomic status.

The Guardian

There was no significant correlation between the deliciousness of a sandwich and its structural integrity.

The Guardian

The Lao government has identified a "significant correlation between the presence of UXO and the prevalence of poverty".

The Guardian

Tetlock did not find, in his sample, any significant correlation between how experts think and what their politics are.

The New Yorker

The health justification for the ban was subsequently weakened after numerous studies found that there was no significant correlation between Snus and mouth cancer.

The Guardian - Opinion

But there are also instances, it said, where there was no significant correlation between house prices and credit growth, such as Germany, Sweden, Italy and Finland.

The Guardian - Business

Consider a recent academic paper that used Google search data to study obesity patterns in the US, finding significant correlation between search keywords and body mass index levels.

The Guardian - Tech

A significant correlation between ΔGcal.

Journal of Cheminformatics

There was no significant correlation between them.

EJNMMI Research

McKinsey found a statistically significant correlation between a more diverse leadership team and financial outperformance.

TechCrunch

Significant correlation between operational factors and fermentation's effluents was proved.

Bioresource Technology

Expert writing Tips

Best practice

When reporting research findings, clearly define the variables you are correlating. For example, instead of just stating there is a "significant correlation between", specify "a significant correlation between income and education level".

Common error

Avoid assuming that a "significant correlation between" two variables means one causes the other. Correlation only indicates a relationship, not necessarily a cause-and-effect link. Further research is needed to establish causality.

Linguistic Context

The phrase "significant correlation between" functions as a descriptor establishing a statistically relevant relationship between two or more variables. Ludwig AI confirms its conventional use in research and analytical contexts.

Expression frequency: Very common

Frequent in

Science

61%

News & Media

29%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "significant correlation between" is a common descriptor used to highlight a statistically relevant relationship between variables, as confirmed by Ludwig. Predominantly found in science and news media contexts, this phrase serves to report research findings and analytical conclusions. While grammatically sound, remember to avoid assuming causation from correlation. Alternatives like "notable association between" or "meaningful relationship between" can offer nuanced expressions, but "significant correlation between" remains the standard in formal reporting.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Notable association between

Replaces "correlation" with "association", emphasizing a connection or relationship, which may not be strictly statistical.

Meaningful relationship between

Substitutes "correlation" with "relationship", highlighting a connection that is important or relevant.

Substantial link between

Uses "link" instead of "correlation", suggesting a connection that is considerable or strong.

Important connection between

Emphasizes the significance of the "connection", implying it's noteworthy or consequential.

Strong association between

Replaces "significant correlation" with "strong association", emphasizing the intensity of the connection.

Considerable relationship between

Uses "considerable relationship" to indicate a noteworthy connection without specifying statistical significance.

Positive relationship between

Focuses on the type of relationship, specifying that it's positive, implying that both variables move in the same direction.

Statistical link between

Directly refers to statistical measurements when assessing relationships between different variables.

Notable correlation of

Changes the structure to "correlation of" rather than "correlation between", which changes focus and may imply different measurement consideration.

Meaningful dependency of

Dependency emphasizes how one variable influences or is contingent upon another.

FAQs

How do I use "significant correlation between" in a sentence?

Use "significant correlation between" to indicate a statistically meaningful relationship between two or more variables. For example: "The study found a "significant correlation between" exercise and reduced heart disease risk."

What's the difference between "significant correlation between" and "meaningful relationship between"?

"Significant correlation between" implies a statistical measurement confirming a relationship's strength and likelihood, whereas "meaningful relationship between" suggests a connection that is important or relevant, but not necessarily statistically validated.

Which is more accurate: "significant correlation between" or "causation between"?

"Significant correlation between" indicates a statistical relationship, while "causation between" implies that one variable directly causes the other. Correlation does not equal causation, so stating a "causation between" requires proof of direct influence, while ""significant correlation between"" simply shows a statistical link.

What are some alternatives to "significant correlation between"?

You can use alternatives such as "notable association between", "substantial link between", or "important connection between" depending on the specific context and the level of formality required.