having a positive correlation with

USAGE SUMMARY

"having a positive correlation with" is correct and usable in written English.
You use this phrase to describe a relationship between two or more variables where an increase in one variable corresponds to an increase in the other. For example, "Studies have shown that having a higher level of education is associated with having a higher income, having a positive correlation with one another."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

Most importantly, the magnitude of these changes correlated well with cognitive performance: increased Frontal activity having a positive correlation with cognitive tests, and decreased Basal Ganglia activity having a negative correlation with cognitive tests.

Human Brain Mapping

In contrast, for trees shorter than the average, rain duration (RD) was the most influential variable, having a positive correlation with SFFR.

Journal of Hydrology

It is found that within the main maturity range (2.5 % < EqR o < 3.5 %) of the shale, its porosity develops well, having a positive correlation with the TOC content, and its gas content is controlled mainly by the preservation conditions related to the tectonic deformation, but shale with a super high maturity (EqR o > 3.5 %) is considered a high risk for shale gas exploration.

Petroleum Science

However, the presence of SO4 2− in the aquifers of the studied river basin having a positive correlation with As in both the seasons (0.047 in the wet season and 0.283 in the dry seasons) could also be one of the possible sources of As mobilization through which As enters the water environment by the oxidation of the sulfide ores of As (Acharyya et al. 1999).

Applied Water Science

Evermann et al.[ 20] listed risk factors for reproductive disease in the bitch, and cycle stage was identified as one of 8 factors having a positive correlation with disease.

Acta Veterinaria Scandinavica

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

As seen in Eq. (22), θ∞ has a positive correlation with a and P0, and is negatively correlated to Ks.

Earth, Planets and Space

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

The Guardian - Lifestyle

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

Princeton University

Mason et al. also reported that prostaglandin E2, which has a positive correlation with ROS and PGE220,29,30, downregulated ABCG2 expression31.

Nature

The relationship with soil properties differed according families: Lampyridae, Aphodiidae and Formicidae had a positive correlation with soil macro-porosity (radius of the pores > 15 μm); Tenthredinidae and Tenebrionidae had a positive correlation with the micro-porosity (pores ≤ 15 μm).

European Journal of Soil Biology

Based on biological evaluation via a 3D organotypic cultural model, we found that α-SMA had a positive correlation with the NPM concentration.

Nature

Expert writing Tips

Best practice

When using "having a positive correlation with", ensure that the context clearly establishes the variables being correlated. This phrase is most effective in scientific or statistical discussions where the relationship between variables is of primary importance.

Common error

Avoid assuming that "having a positive correlation with" implies causation. Correlation only indicates a statistical relationship, not that one variable directly causes the other. Always seek additional evidence to establish causality.

Linguistic Context

The phrase "having a positive correlation with" functions as a relational phrase, primarily used to indicate a statistical connection between two variables. As Ludwig AI indicates, the phrase shows a relationship, and not necessarily a causation.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, the phrase "having a positive correlation with" is a grammatically sound way to describe a statistical relationship where an increase in one variable tends to coincide with an increase in another. As Ludwig AI validates, the phrase is appropriate, although more succinct alternatives often exist. Predominantly found in scientific contexts, it's crucial to avoid implying causation from correlation. When writing, ensure the variables are clearly defined to maximize clarity and accuracy.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

positively correlated with

Changes the phrase to a more concise adjective form.

shows a positive correlation with

Rephrases to emphasize the demonstration of a positive relationship.

is positively associated with

Replaces 'correlation' with 'association', indicating a statistical relationship.

exhibits a positive relationship with

Emphasizes the presence of a positive connection.

has a direct relationship with

Highlights a direct and proportional connection.

increases in direct proportion to

Focuses on the proportional increase between two variables.

varies directly with

Highlights the direct variation between variables.

is directly proportional to

Uses a formal term to indicate a scaled relationship.

has a positive influence on

Shifts from statistical to a causal relationship, where one affects the other positively.

is linked positively to

Indicates a positive linkage or connection.

FAQs

What does "having a positive correlation with" mean?

It means that as one variable increases, the other variable tends to increase as well. It indicates a statistical relationship, not necessarily a cause-and-effect relationship.

How can I use "having a positive correlation with" in a sentence?

You might say, "Studies have shown that increased exercise is "positively correlated with" improved cardiovascular health."

What are some alternatives to "having a positive correlation with"?

Alternatives include "is positively associated with", "shows a positive correlation with", or "has a direct relationship with", depending on the nuance you want to convey.

Is it correct to say "having a positive correlation with"?

Yes, it is grammatically correct and understandable. However, more concise alternatives like ""positively correlated with"" are often preferred in formal writing.