correlates positively with

USAGE SUMMARY

The phrase "correlates positively with" is correct and usable in written English.
It can be used in contexts where you are discussing the relationship between two variables, indicating that as one variable increases, the other also tends to increase. Example: "The study found that the amount of time spent studying correlates positively with exam scores."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Knowledge of lexical chunks correlates positively with L2 proficiency.

System

Complication risk correlates positively with number of venous cannulation attempts.

Journal of the American College of Surgeons

First, we analyze the humans' strategies, showing that using compositionality and avoiding synonyms correlates positively with task performance.

Stanford University

Here DSGSD abundance correlates positively with the degree of valley incision and related relief.

Earth and Planetary Science Letters

Listen: A big data crunch found that aligning with partner country priorities correlates positively with the extent to which development partners influence government reforms.

The Guardian

Bak, L. K. et al. Novel model of neuronal bioenergetics: postsynaptic utilization of Glucose but not lactate correlates positively with Ca2+ signalling in cultured mouse glutamatergic neurons.

Nature

Conclusions: The frequency of calls from children correlates positively with change in length of day (i.e., maximal in spring and fall), and the magnitude of the seasonal variation correlates positively with latitude and negatively with age.

Journal of Affective Disorders

Moreover, originality correlates positively with the number of unique combinations, and the extent to which the original shapes are restructured.

Design Studies

We find that the percentage of cropland in a given region correlates positively with nitrate concentration in groundwater.

Journal of Environmental Management

The results suggest that jay density correlates positively with forest cover and landscape heterogeneity variables, and negatively with shrubland cover.

Forest Ecology and Management

Na+ correlates positively with Cl− albeit weakly (Table 5).

Applied Water Science

Expert writing Tips

Best practice

When using "correlates positively with", ensure that the data or evidence supports a genuine positive relationship. Avoid implying causation unless it's explicitly proven.

Common error

Avoid assuming that because one variable "correlates positively with" another, it directly causes the increase. Correlation does not equal causation; other factors may be involved.

Linguistic Context

The phrase "correlates positively with" functions as a relational expression, indicating a statistical relationship between two variables where an increase in one is associated with an increase in the other. Ludwig AI confirms its correct usage in numerous contexts.

Expression frequency: Very common

Frequent in

Science

72%

News & Media

14%

Academia

12%

Less common in

Formal & Business

2%

Ludwig's WRAP-UP

In summary, the phrase "correlates positively with" is a grammatically correct and frequently used expression to indicate a positive statistical relationship between two variables. As Ludwig AI shows, it is most commonly found in scientific, academic, and journalistic contexts. When using this phrase, be mindful of the distinction between correlation and causation. Alternatives such as "is positively associated with" or "has a positive correlation with" may be suitable depending on the desired nuance. Be careful to not assume cause, as correlation doesn't necessarily mean one causes the other.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

is positively associated with

Focuses on the association between two elements rather than the direct correlation, implying a relationship without quantifying its strength.

has a positive correlation with

Directly states a positive statistical correlation, emphasizing the quantitative aspect of the relationship.

increases in tandem with

Highlights the concurrent increase of two elements, suggesting a synchronized upward trend.

rises in conjunction with

Similar to "increases in tandem with", but emphasizes the simultaneous occurrence of the increase.

is directly proportional to

Indicates a precise mathematical relationship where one variable increases at a constant rate relative to another.

is linked positively to

Emphasizes the connection between two elements, specifying that the link is positive, but less formal than correlation.

is favorably related to

Suggests a beneficial or advantageous relationship, implying a positive influence.

tracks positively with

Implies that the movement or change in one variable closely follows and aligns with the movement of another in a positive direction.

exhibits a positive relationship with

A more formal way of stating that a positive connection exists, often used in research or academic contexts.

demonstrates a direct link with

Highlights a clear and immediate connection, suggesting a cause-and-effect relationship that is also positive.

FAQs

How do I use "correlates positively with" in a sentence?

Use "correlates positively with" to indicate that as one variable increases, the other also tends to increase. For example: "Increased exercise "correlates positively with" improved cardiovascular health."

What are some alternatives to "correlates positively with"?

Alternatives include "is positively associated with", "has a positive correlation with", or "increases in tandem with", depending on the specific nuance you want to convey.

Is it grammatically correct to say "correlates positively to" instead of "correlates positively with"?

While "correlates positively with" is the standard and preferred usage, "correlates positively to" is less common and may be considered grammatically incorrect in formal writing. Stick to "correlates positively with" for clarity and acceptance.

What is the difference between "correlates positively with" and "causes"?

"Correlates positively with" indicates a statistical relationship where an increase in one variable is associated with an increase in another, but it doesn't necessarily mean one causes the other. "Causes" implies a direct causal relationship, where one variable directly influences the other. Be careful not to confuse correlation with causation.