a significant correlation

USAGE SUMMARY

The phrase "a significant correlation" is correct and commonly used in written English.
It is typically used in studies or research papers to describe a strong relationship between two variables. Example: The study found a significant correlation between exercise and mental health, suggesting that regular physical activity can have a positive impact on one's psychological well-being.

✓ Grammatically correct

Science

News & Media

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

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

The Guardian

Sparks said: "This is a preliminary result which requires further study, but there is a significant correlation for both species of native oak.

The Guardian

The study discovered that the ability to differentiate rhythmic patterns and tone lengths had a significant correlation with decoding skills when reading.

The Guardian

The relationship between the latitude of an American city and its average temperature will fall between zero and one -- a significant correlation but not close to perfect.

The New York Times

A significant correlation between ΔGcal.

Journal of Cheminformatics

The coefficient indicates a significant correlation.

International Journal of Advanced Structural Engineering

In addition, a significant correlation was observed for Ф1D.

The Journal of Headache and Pain

A significant correlation was observed between the water pollutants.

Applied Water Science

Hospital stay showed a significant correlation with the tracheostomy score.

Maxillofacial Plastic and Reconstructive Surgery

There was a significant correlation between both measurements.

The Journal of Arthroplasty

Expert writing Tips

Best practice

When reporting "a significant correlation", always specify the statistical measure used (e.g., Pearson's r, Spearman's rho) and the p-value to provide context and allow for proper interpretation.

Common error

Avoid implying causation when reporting "a significant correlation". Correlation indicates a relationship between variables, but does not prove that one variable causes the other. Additional evidence is required to establish causality.

Linguistic Context

The phrase "a significant correlation" functions as a noun phrase often used as the subject or object of a sentence. It denotes the presence of a statistically meaningful relationship between two or more variables. As Ludwig AI indicates, the phrase is frequently used in academic and scientific contexts to report research findings.

Expression frequency: Very common

Frequent in

Science

78%

News & Media

20%

Formal & Business

2%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "a significant correlation" is a common and grammatically correct term used to describe a statistically meaningful relationship between variables. As Ludwig AI confirms, it's particularly prevalent in scientific and academic writing. When using this phrase, it's crucial to provide context by specifying the statistical measure, p-value, and variables involved. Avoid the common error of implying causation based solely on correlation. Alternative phrases like "a substantial relationship" or "a strong association" can be used to add nuance. Remember that while "a significant correlation" indicates a relationship, it does not prove causation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a substantial relationship

Replaces 'significant' with 'substantial', emphasizing the strength or importance of the relationship.

a strong association

Uses 'association' instead of 'correlation', suggesting a connection that may not be causal but is still notable. Replaces 'significant' with 'strong'.

a noteworthy connection

Substitutes 'correlation' with 'connection' and 'significant' with 'noteworthy', highlighting the remarkability of the relationship.

a marked relationship

Employs 'marked' to replace 'significant', indicating that the relationship is easily noticeable or prominent.

a considerable link

Uses 'link' instead of 'correlation', indicating a connection or bond. Replaces 'significant' with 'considerable'.

a prominent pattern

Replaces both 'significant' and 'correlation' with words that focus on the visibility and structure of the relationship.

a tangible effect

Suggests that the correlation manifests as a real, measurable impact. This is a more specific interpretation of correlation.

a relevant interdependence

Focuses on the mutual dependence of the correlated items, while replacing 'significant' with 'relevant'.

a telling connection

Indicates that the correlation provides insight or reveals something important.

a meaningful interplay

Highlights the reciprocal action or influence of the elements in correlation, emphasizing the depth of the relationship.

FAQs

How do I properly use "a significant correlation" in a research paper?

When using "a significant correlation" in a research paper, be sure to specify the variables being correlated, the statistical test used (e.g., Pearson's r), the correlation coefficient, and the p-value. Also, avoid implying causation based solely on the correlation.

What are some alternatives to saying "a significant correlation"?

You can use alternatives like "a substantial relationship", "a strong association", or "a noteworthy connection" depending on the specific nuance you want to convey.

Does "a significant correlation" mean there is a causal relationship?

No, "a significant correlation" does not necessarily imply a causal relationship. Correlation only indicates that two variables tend to move together. Further research is needed to establish causation.

What factors determine if a correlation is considered "a significant correlation"?

Whether a correlation is considered "a significant correlation" depends on the statistical significance level (alpha level) set for the study. Typically, a p-value less than 0.05 is used as the threshold for significance, meaning there is less than a 5% chance that the observed correlation occurred by chance.