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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
positive association
Grammar usage guide and real-world examplesUSAGE 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
Alternative expressions(2)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
It has a positive association.
News & Media
Positive association has been seen between stress and smoking behavior.
Science
Perfectionistic concerns had a moderate positive association with procrastination.
Interface style is positive association with perceived ease of use.
Science
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
And, curiously enough, evolving from a positive association to a vaguely pejorative one.
News & Media
There's value in a positive association, but it could be negative, too.
News & Media
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.
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.
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.
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".
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
beneficial correlation
Replaces "association" with "correlation" and "positive" with "beneficial", emphasizing the advantageous connection.
favorable relationship
Substitutes "association" with "relationship" and "positive" with "favorable", highlighting a supportive link.
advantageous connection
Replaces "association" with "connection" and "positive" with "advantageous", stressing the profitable aspect of the link.
constructive link
Substitutes "association" with "link" and "positive" with "constructive", focusing on the helpful nature of the relationship.
supportive correlation
Combines "correlation" to indicate statistical relationship with "supportive" to highlight a helpful nature of the link.
promising connection
Uses "promising" to suggest the potential benefits of the connection.
helpful relationship
Uses "helpful" to directly state that the relationship is beneficial.
valuable correlation
Uses "valuable" to emphasize the importance of the correlation.
effective linkage
Replaces "association" with "linkage" and "positive" with "effective", emphasizing impact of the association.
strong affinity
Emphasizes a natural liking or connection through the terms "strong affinity".
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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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested