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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

positive association

Grammar usage guide and real-world examples

USAGE SUMMARY

"positive association" is a correct and usable phrase in written English.
It refers to a relationship or connection between two things that is considered beneficial or favorable. Example: There is a positive association between regular exercise and overall health.

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

It has a positive association.

News & Media

The Guardian

Positive association has been seen between stress and smoking behavior.

Perfectionistic concerns had a moderate positive association with procrastination.

Interface style is positive association with perceived ease of use.

We also find a positive association between IRQ and expected future cash flows.

You're establishing that brand presence and positive association, since important buying decisions are forthcoming".

News & Media

The New York Times

And, curiously enough, evolving from a positive association to a vaguely pejorative one.

There's value in a positive association, but it could be negative, too.

Digital has a stronger positive association than impersonal communication with dyadic contact, rationality, and reciprocal feedback, but a weaker positive association than impersonal with social interaction.

Our results further validate this positive association.

The counterpart of the negative association is positive association.

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Expert writing Tips

Best practice

In marketing or branding, ensure that the elements you associate with your brand genuinely create a "positive association" in the minds of your target audience. Test your assumptions with market research.

Common error

Avoid claiming a "positive association" when the data only shows a slight trend. Ensure the statistical significance is high enough to support your conclusion. Otherwise, describe the relationship as a potential or tentative association to maintain credibility.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "positive association" primarily functions as a noun phrase, typically used as a subject complement or object in a sentence. It describes a beneficial or favorable relationship between two or more variables. Ludwig AI confirms its use in describing correlations and relationships.

Expression frequency: Very common

Frequent in

Science

59%

News & Media

32%

Formal & Business

9%

Less common in

Ludwig's WRAP-UP

The phrase "positive association" is a common and grammatically correct term used to describe a beneficial or favorable relationship between two or more variables. As highlighted by Ludwig, it's frequently found in scientific, news, and business contexts, indicating its versatility and broad applicability. While synonyms like "beneficial correlation" or "favorable relationship" can be used, it’s important to avoid overstating weak relationships and to ensure statistical significance when appropriate. From a writing perspective, clearly defining the variables involved and providing supporting data strengthens the impact and credibility of using the phrase "positive association".

FAQs

How can I use "positive association" in a sentence?

You can use "positive association" to describe a beneficial relationship between two things, such as, "There is a "positive association" between regular exercise and improved mental health".

What's a more formal way to say "positive association"?

For a more formal tone, you can use phrases like "beneficial correlation" or "favorable relationship".

Is there a difference between "positive association" and "correlation"?

While "positive association" suggests a general beneficial relationship, "correlation" implies a statistical relationship. Therefore, you may need a statistical assessment that supports using the term correlation instead of "positive association".

When is it inappropriate to use the term "positive association"?

Avoid using "positive association" if there is no evidence to support a beneficial relationship or if the relationship is actually negative. In such cases, using neutral terms like "existing association" or indicating a negative relationship would be more appropriate.

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Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: