have a strong correlation

USAGE SUMMARY

The phrase "have a strong correlation" is correct and usable in written English.
You can use it when you are talking about a relationship between two variables or elements that have a strong influence on each other. For example, "We found that there is a strong correlation between education level and income."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Theory and simulations have a strong correlation with experimental measurements.

Electrochimica Acta

In this sense, must it have a strong correlation with times of hardship and difficulty?

The Guardian

Our study found that admiration and happiness have a strong correlation with high dominance.

Harvard Business Review

It is proved that the temperature and human performance have a strong correlation.

Procedia Engineering

The proposed IMs are intended to have a strong correlation with the rocking response of free standing blocks.

Soil Dynamics and Earthquake Engineering

It was found that the basic knowledge on sustainable development have a strong correlation to develop and improve students' attitude.

Procedia - Social and Behavioral Sciences

The presence of mold does not always have a strong correlation to mycotoxin development but it does present the chance for incidence to occur.

Cornell University

Those longer lifespans have a strong correlation with how much countries spend on health care (with the United States as an outlier in terms of spending vs. results).

The Washington Post

Visceral adiposity index (VAI), a simple formula representing visceral adipose dysfunction, has already been proven to have a strong correlation with various cardiometabolic disorders.

Journal of Renal Nutrition

Some team statistics have a strong correlation to making the Final Four, while others — even ones that coaches often emphasize — are not as crucial.

The New York Times

If a part of the brain called the ventral striatum lit up while the subject viewed the ad, he said, it seemed to have a strong correlation with the sales figures.

MIT Technology Review

Expert writing Tips

Best practice

When using "have a strong correlation", ensure that the relationship between the variables is clearly defined and supported by evidence. State the direction and nature of the correlation to provide context.

Common error

Avoid implying that "have a strong correlation" means causation. Correlation indicates a relationship, but does not prove that one variable causes the other. Always consider other factors and potential confounding variables.

Linguistic Context

The phrase "have a strong correlation" functions as a relational statement, linking two or more elements and indicating a statistically significant relationship between them. Ludwig provides numerous examples that illustrate this function in various contexts.

Expression frequency: Very common

Frequent in

Science

69%

News & Media

22%

Academia

5%

Less common in

Wiki

1%

Encyclopedias

1%

Formal & Business

1%

Ludwig's WRAP-UP

The phrase "have a strong correlation" is a grammatically correct and very common expression used to indicate a notable relationship between two or more variables. As Ludwig AI confirms, its usage is widespread across various fields, including science, news, and academia. While commonly used, it's crucial to remember that correlation does not equal causation. When writing, ensure clarity and avoid assuming that one variable directly causes the other. Instead, use the phrase to highlight a significant relationship supported by evidence, as demonstrated in numerous examples.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

exhibit a close relationship

Focuses on the relationship being displayed or evident.

demonstrate a significant association

Highlights the statistical significance of the link.

are closely linked

Emphasizes a direct connection between the elements.

show a strong connection

Indicates a robust link but may not imply statistical correlation.

are highly related

Suggests a high degree of interconnectedness.

reveal a tight bond

Implies a very close and inseparable relationship.

present a clear relationship

Highlights the clarity and visibility of the relation.

imply a close dependence

Focuses on the reliance of one element on another.

are strongly associated

Uses a more general term than correlation, implying a link.

bear a strong relationship

Similar to 'have a strong correlation' but slightly more formal.

FAQs

How can I use "have a strong correlation" in a sentence?

Use "have a strong correlation" to indicate a significant statistical relationship between two or more variables. For example, "Studies show that exercise and mental well-being "have a strong correlation"".

What are some alternatives to saying "have a strong correlation"?

You can use alternatives like "exhibit a close relationship", "demonstrate a significant association", or "are closely linked" depending on the specific context.

Is it accurate to assume causation when two variables "have a strong correlation"?

No, it is not accurate. Correlation does not imply causation. While two variables might "have a strong correlation", there could be other factors influencing both, or the relationship could be coincidental. Further research is needed to establish causation.

What does it mean when researchers say two factors "have a strong correlation"?

It means that the two factors tend to move together in a predictable way. If one factor increases, the other is likely to increase (positive correlation) or decrease (negative correlation). The strength of the correlation indicates how closely the two factors move together.