statistically significant association

USAGE SUMMARY

"statistically significant association" is a correct and usable phrase in written English.
You can use it when you need to describe a relationship between two or more variables which is unlikely to have occurred by chance. For example, "The study found a statistically significant association between increased screen time and poorer academic performance."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

"We know there is a statistically significant association between having more than one deployment and P.T.S.D.," said Dr. Seal.

The New York Times

"This study demonstrates a statistically significant association between S.S.R.I. use and lower odds" of heart attack, the researchers said.

The New York Times - Health

Finally, there was no statistically significant association of NCSTN with disease risk in the 4 cohorts.

Neurobiology of Aging

There was no statistically significant association between the variables and demographic.

Food Control

There was a statistically significant association between vestibular alteration and poor performance at school.

Brazilian Journal of Otorhinolaryngology

Results demonstrated a statistically significant association between alexithymia and use of psychological IPV at baseline.

Behaviour Research and Therapy

No statistically significant association of parasitism with pesticide use was detected.

Biological Control

We did not find a statistically significant association with the other DRD3 and BDNF polymorphisms.

Progress in Neuro-Psychopharmacology and Biological Psychiatry

There was no statistically significant association between other park variables tested and major depression.

Health & Place

Three of those factors proved to have a statistically significant association with the expression level.

Journal of Biotechnology

Preliminary results indicate a statistically significant association between household income level and both measures of food security.

Princeton University

Expert writing Tips

Best practice

When reporting research findings, always provide the specific p-value associated with the "statistically significant association". This allows readers to assess the strength of the evidence.

Common error

Do not assume a causal relationship simply because a "statistically significant association" exists. Further research is often needed to establish causality.

Linguistic Context

The phrase "statistically significant association" functions as a descriptor, indicating that a relationship between two or more variables is unlikely to have occurred due to random chance. Ludwig AI confirms its appropriateness in academic and scientific writing.

Expression frequency: Very common

Frequent in

Science

78%

Academia

12%

News & Media

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "statistically significant association" is a phrase used to describe a relationship between variables that is unlikely to have occurred by chance. As Ludwig AI confirms, this phrase is grammatically correct and commonly used, particularly in scientific and academic contexts. While the phrase indicates a notable relationship, it is important to avoid assuming causation based solely on association. Alternatives such as "significant statistical relationship" or "notable statistical correlation" can be used depending on the context. When using this phrase, providing the p-value and understanding the difference between correlation and causation are critical for accurate interpretation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

significant statistical relationship

Reorders the words but retains the core meaning, emphasizing the relationship itself.

confirmed statistical connection

Replaces "association" with "connection" and adds "confirmed" to emphasize that the relationship has been verified statistically.

robust statistical linkage

Uses the word "linkage" instead of "association", and "robust" instead of "significant", emphasizing the strength and reliability of the connection.

notable statistical correlation

Replaces "association" with "correlation" implying a specific type of relationship, and "significant" with "notable" to reduce formality.

significant correlation

Shortens the phrase by removing "statistical" but retains core meaning. It might imply lower level of detail.

statistically relevant link

Substitutes "association" with "link", which may be less technical, and "significant" with "relevant" which keeps the meaning but sounds less formal.

significant dependence

Replaces "association" with "dependence", which implies a cause-and-effect relationship.

evidence of statistical relationship

Shifts the focus to the presence of evidence supporting the existence of a statistical relationship, rather than stating the association directly.

demonstrable statistical effect

Changes from association to effect which means the alternative is focused on implications.

significant predictive power

Highlights the capability of one variable to predict another, which might be a consequence of a statistically significant association.

FAQs

How do I use "statistically significant association" in a sentence?

You can use "statistically significant association" to describe a relationship between two variables that is unlikely to occur by chance. For example, "The study found a statistically significant association between smoking and lung cancer".

What's the difference between correlation and "statistically significant association"?

"Statistically significant association" is a broader term that indicates a relationship is unlikely due to chance. Correlation specifically measures the strength and direction of a linear relationship, and can be assessed for statistical significance.

What can I say instead of "statistically significant association"?

You can use alternatives like "significant statistical relationship", "notable statistical correlation", or "evidence of statistical relationship" depending on the context.

Is a "statistically significant association" always meaningful?

Not necessarily. While statistical significance indicates the result is unlikely due to chance, it doesn't guarantee practical importance or meaningfulness. Consider the effect size and context.