correlating with

USAGE SUMMARY

The phrase "correlating with" is correct and usable in written English.
It can be used when discussing the relationship or connection between two or more variables, concepts, or phenomena. Example: "The study found that increased physical activity is correlating with improved mental health outcomes among participants."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Language, sometimes correlating with social status, clearly marked one limit.

Columbia University

Hence, it is per definition a time-sensitive imaging measure correlating with DR12,13.

Nature

In addition, TFEB S142 phosphorylation induced EMT correlating with metastasis and chemoresistance of xenograft tumors.

Nature

Correlating with this subjective experience, MDMA evoked an increased activation of the visual cortex compared with placebo.

The Guardian

Graphical patterns of quantitative EEG (qEEG) were described and categorized as correlating with outcome.

Stanford University

We identify whole-blood mRNA signatures correlating with LRRK2 genotype and with PD disease state.

Princeton University

To account for mast cell antifungal activity, we quantified ATP levels correlating with the presence of metabolically active fungal cells.

Nature

Active layer and permafrost harbor contrasting microbiomes, with increasing amounts of Actinobacteria correlating with decreasing soil C in permafrost.

Nature

Simmons's research proved the qubits the team developed were correlating with each other, which was a promising sign of entanglement.

The Guardian - Tech

This interruption reduces the systemic cDC1 pool, negatively impacting CD8+ T-cell immunity and correlating with poor patient outcome.

Nature

For both agents, a significant reduction in C Kt separation occurred (Fig. 4b), consistent with the measurements correlating with tension.

Nature

Expert writing Tips

Best practice

When using "correlating with", ensure that the relationship you're describing is not necessarily causal; correlation doesn't equal causation. Be mindful to present it as an observed association rather than a direct cause-and-effect relationship.

Common error

Avoid implying that because two variables are "correlating with" each other, one directly causes the other. Always consider other potential factors and avoid overstating the relationship.

Linguistic Context

The phrase "correlating with" functions as a prepositional phrase indicating a relationship or association between two entities. Ludwig examples illustrate its use in scientific, academic, and general contexts to denote statistical or observed connections.

Expression frequency: Very common

Frequent in

Science

45%

Academia

25%

News & Media

15%

Less common in

Formal & Business

5%

Wiki

5%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "correlating with" is a grammatically sound and frequently used expression for indicating a relationship or association between two or more variables. As confirmed by Ludwig, it appears commonly in science, academia, and news contexts. When using this phrase, be mindful not to imply causation without sufficient evidence. Alternatives such as "associated with" or "linked to" can be used depending on the specific nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

associated with

Indicates a general connection or relationship, without necessarily implying a direct correlation.

linked to

Suggests a connection or causal relationship between two things.

related to

Implies a connection or association, often in a broader sense.

in association with

More formal way to say "associated with", often used in scientific or technical contexts.

connected to

Indicates a direct link or relationship between two things.

tied to

Emphasizes a strong or binding connection.

in relation to

Indicates how two things are connected or affect each other.

corresponding to

Suggests a parallel or matching relationship.

consistent with

Indicates agreement or alignment between two things.

attributable to

Suggests that one thing is the cause or origin of another.

FAQs

How can I use "correlating with" in a sentence?

Use "correlating with" to show a relationship or connection between two or more things. For example: "Increased rainfall is "correlating with" higher crop yields."

What are some alternatives to "correlating with"?

You can use alternatives like "associated with", "linked to", or "related to" depending on the context.

Does "correlating with" imply causation?

No, "correlating with" does not necessarily imply causation. It simply indicates a statistical relationship or association. Causation requires further evidence and analysis.

Is there a difference between "correlating with" and "causing"?

Yes, "correlating with" indicates a relationship or association, while "causing" indicates a direct cause-and-effect relationship. Two things can be "correlating with" each other without one causing the other.