positive correlation with

USAGE SUMMARY

"positive correlation with" is a correct and usable phrase in written English.
You can use it when you want to express that two or more variables are related in that when one increases, the other also increases. For example, "There was a positive correlation between marital satisfaction and frequency of date nights."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Researchers found that binge-watching had a positive correlation with poor mental and physical wellbeing.

The Guardian - Lifestyle

Participants' age exhibited a high positive correlation with average pre-stimulus entropy (r = 0.73, p = 0.0004).

Nature

The secretion concentrations of both leptin and APN showed positive correlation with mRNA expression levels.

Nature

Consistently, the number of SSR markers showed a positive correlation with the genome size.

Nature

SM exhibited a significant positive correlation with APC, BPC, and EC.

Nature

Positive correlation with goethite was observed for clay fractions.

Geoderma

Heavy metals showed significant positive correlation with magnetic properties.

Geoderma

Interestingly, Williams found that any direct student/faculty contact had a positive correlation with student learning.

Princeton University

Finally, positive correlation with the AAO explains the rise of ηCE along coastlines of the Southern Ocean4.

Nature

In addition, proteins expressed in 18R showed a higher positive correlation with auxin induction than B73 (Fig. 4).

Nature

The rise in ηCE in North Europe shows positive correlation with NAO, while the opposite applies for Central America29.

Nature

Expert writing Tips

Best practice

When using "positive correlation with", ensure that the context supports a direct relationship where an increase in one variable is associated with an increase in the other. This implies a statistical or observable trend, not merely a casual association.

Common error

Avoid implying causation when stating "positive correlation with". Correlation does not equal causation; there may be other factors influencing the relationship, or the relationship could be coincidental. Always consider alternative explanations.

Linguistic Context

The phrase "positive correlation with" functions as a modifier indicating a direct, proportional relationship between two variables. Ludwig provides numerous examples across various domains where this phrase is used to describe statistical or observed trends.

Expression frequency: Very common

Frequent in

Science

68%

Academia

13%

News & Media

10%

Less common in

Formal & Business

6%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "positive correlation with" is a versatile phrase used to denote a direct relationship between two variables, primarily in scientific and academic contexts. Ludwig AI confirms its grammatical correctness and widespread usage. While useful for describing trends, it's crucial to avoid implying causation. Alternatives such as "positive association with" or "directly related to" can be used to convey similar meanings with slightly different nuances. Remember to use this phrase judiciously, ensuring that the context aligns with its statistical or observational implications.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

positive association with

Changes only the noun to "association", implying a connection that may not be strictly statistically measured.

directly related to

Uses a more general phrase to indicate a direct link, rather than a specific statistical relationship.

positive relationship with

Substitutes "correlation" with "relationship", broadening the scope to include any positive connection.

tends to increase with

Describes the trend of increasing together, focusing on the directional change.

increases in tandem with

Emphasizes the simultaneous increase of both variables.

positively linked to

Replaces "correlation" with "linked", suggesting a connection without statistical rigor.

co-varies positively with

A more technical term emphasizing the co-movement of variables.

has a direct connection with

Uses simpler language to indicate a straightforward relationship.

is directly proportional to

Indicates a mathematical relationship where one variable is a constant multiple of the other.

exhibits a positive dependency on

Highlights the reliance of one variable on the other in a positive manner.

FAQs

How do I use "positive correlation with" in a sentence?

Use "positive correlation with" to indicate that two variables tend to increase or decrease together. For example, "There is a positive correlation with test scores and the amount of time spent studying."

What's the difference between "positive correlation with" and "positive relationship with"?

"Positive correlation with" suggests a quantifiable statistical relationship, while "positive relationship with" indicates a more general association that may not be statistically measured.

What are some alternatives to "positive correlation with"?

You can use alternatives like "positive association with", "directly related to", or "tends to increase with" depending on the context.

Is it correct to say "there is a positive correlation between X and Y" instead of "positive correlation with"?

Yes, both are correct. "There is a positive correlation between X and Y" explicitly names the variables, while "positive correlation with" requires the context to specify what the correlation is with.