significant association

USAGE SUMMARY

The phrase "significant association" 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 association between exercise frequency and overall health outcomes."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Genome-wide significant association was identified at two loci.

Nature

No significant association is identified (rs = .-.128).

Journal of Global Entrepreneurship Research

Results reveal a significant association (p = 0.033).

Geoenvironmental Disasters

No significant association was observed as well.

Smart Learning Environments

There was no significant association between adiposity and major bleeding.

Duke University

No significant association was present between mortality and intraoperative variables.

Duke University

Only NRXN1 showed evidence of significant association with cognition.

Duke University

No significant association was found in the male subset.

Duke University

There was a significant association between gender and diagnosis.

Journal of International Humanitarian Action

There were 101 species with no significant association, the generalists.

Forest Ecosystems

All studies demonstrated a significant association between hypernatremia and mortality.

Annals of Intensive Care

Expert writing Tips

Best practice

When reporting research findings, use "significant association" to clearly indicate a statistically meaningful relationship between variables. Ensure your methodology supports this claim.

Common error

Avoid implying causation when you've only established a "significant association". Association does not equal causation; further research is needed to prove a causal link.

Linguistic Context

The phrase "significant association" primarily functions as a descriptor in statistical analysis and research. It highlights a relationship between variables that is unlikely due to random chance. Ludwig AI confirms its usage in various scientific and academic contexts.

Expression frequency: Common

Frequent in

Science

92%

Academia

8%

News & Media

0%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "significant association" is a phrase used to denote a statistically meaningful relationship between variables, commonly found in scientific and academic writing. As Ludwig AI reports, the phrase is grammatically correct and widely used in research contexts. When using this phrase, it's important to ensure the methodology supports the claim and to avoid implying causation without further evidence. Alternatives include "notable correlation" and "meaningful connection", offering slight variations in emphasis. The phrase serves to communicate findings and suggest areas for further study.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

strong correlation

Indicates a high degree of statistical dependence between variables.

important relationship

Indicates that the connection is consequential or impactful.

meaningful connection

Focuses on a connection that has importance or relevance.

clear connection

Highlights the simplicity and unambiguity of the link.

considerable correlation

Implies that the statistical relationship is of a large magnitude.

notable correlation

Emphasizes a statistical relationship that is worth paying attention to.

evident relationship

Emphasizes that the relationship is easy to see or understand.

marked relationship

Suggests a clear and easily observed connection between two or more things.

noteworthy linkage

Draws attention to a connection that is important or interesting.

substantial link

Highlights a strong connection or bond.

FAQs

How is "significant association" used in research papers?

In research, "significant association" indicates a statistically meaningful relationship between two or more variables. It's used to highlight findings that are unlikely to have occurred by chance, suggesting a genuine connection. However, it's important to remember that association doesn't prove causation.

What are some alternatives to using "significant association"?

Depending on the context, you can use alternatives such as "notable correlation", "marked relationship", or "meaningful connection". Each alternative provides a slightly different nuance to the relationship being described.

What does it mean when a study finds 'no significant association'?

If a study reports 'no significant association', it means that the statistical analysis did not find a meaningful relationship between the variables being studied. This suggests that any observed connection could be due to random chance rather than a genuine link.

Is there a difference between "significant association" and "statistically significant association"?

The terms "significant association" and "statistically significant association" are often used interchangeably. Both indicate that the observed relationship between variables is unlikely to be due to chance, as determined by statistical testing.