causal correlation

USAGE SUMMARY

"causal correlation" is correct and usable in written English.
You can use it to describe a situation in which one event causes or influences a second event. For example, "The study found a strong causal correlation between smoking and lung cancer."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

24 human-written examples

A causality graph template represents the causal correlation between symptoms and faults for a specific network entity.

Journal of Internet Services and Applications

The bio-mechanical requirements to which the connective tissue is subjected suggest that a causal correlation exist between the substructure and the collagen fibril function.

Micron

In other words, antitrust enforcers would need to show only a causal correlation — rather than some kind of malign intent — linking horizontal shareholding to an increase in consumer costs.

Stanford University

To deal with such a dichotomy, we use the Design of Experiments (DOE) methodology and offer the idea of controlling the values of the concerned PVs at specific levels to find the most appropriate condition (s) under which the minimal (causal) correlation between the integrated PVs may be achievable.

Procedia CIRP

However, this defense assumes that any adequate explanation of the reliability in question must involve some causal correlation.

SEP

A pattern of firing neurons is a representation when there is a stable causal correlation between the pattern or activation and the thing that is represented.

SEP

Human-verified similar examples from authoritative sources

Similar Expressions

36 human-written examples

The member, Davide Barillari, also called for an "informational" stage about the "causal correlations" between vaccines and pathologies for parents who sought vaccines in clinics.

The New York Times

The genuinely causal correlations are the ones that would persist under this sort of intervention.

SEP

This may suggest that the strongest (detectable) causal correlations between DNA methylation and gene expression are likely to be local events.

BMC Genomics

Second, this study provided only cross-sectional data, which precluded causal correlations, and, thus, further prospective longitudinal studies and intervention trials should be undertaken to establish a causal association between dietary Zn intake and HU.

BMJ Open

Although it is not possible to demonstrate causal correlations from an observational study as ours, our analysis suggest that certain clinical practice patterns of primary care doctors have an effect on the outcomes of care.

BMJ Open

Expert writing Tips

Best practice

When using "causal correlation", ensure that your research or analysis provides evidence supporting the claim that the correlation is indeed causal, not merely coincidental. Clearly articulate the mechanism by which one variable influences the other.

Common error

Avoid the common mistake of assuming that because two variables are correlated, one necessarily causes the other. Always investigate potential confounding variables and alternative explanations before concluding a causal link.

Linguistic Context

The phrase "causal correlation" functions as a noun phrase used to describe a specific type of relationship between two variables. The term is used when a relationship between two variables is not just observed, but there is evidence that one variable directly influences the other. Ludwig AI validates its correctness.

Expression frequency: Common

Frequent in

Science

70%

Academia

20%

News & Media

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "causal correlation" is a grammatically sound phrase used to describe a relationship where a proven cause-and-effect dynamic exists between two variables. Ludwig AI confirms that the phrase is correct and usable in English. It's common in scientific, academic, and news contexts, reflecting its role in evidence-based discussions. When employing this phrase, emphasize the evidence supporting the causation to prevent misinterpretations of mere association. Be mindful of the common pitfall of confusing correlation with causation. Consider alternatives such as "causal relationship" or "cause-and-effect relationship" to highlight the direct influence between variables.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

causal relationship

Replaces "correlation" with "relationship", emphasizing a direct link or influence between two things.

causal connection

Substitutes "correlation" with "connection", suggesting a direct and causative link.

cause-and-effect relationship

More explicitly defines the nature of the connection, using "cause-and-effect" instead of "causal".

causative association

Switches from "correlation" to "association", implying a direct link but with potentially broader scope.

correlation implying causation

More explicitly states the implied direction of the relationship; uses "implying" to add more nuance.

causal dependence

Uses "dependence" to emphasize that one variable relies on another for its value or state.

link between cause and effect

Focuses on the "link" as the core concept; structurally different but similar in meaning.

influence of cause

Focuses on the effect of the cause using "influence" instead of stating correlation directly.

effect of causation

Highlights the resultant effect from a cause, flipping the emphasis.

correlation with a cause

Reverses the order to put emphasis on "correlation" as the primary concept being observed.

FAQs

How can I use "causal correlation" in a sentence?

You can use "causal correlation" to describe a proven relationship where changes in one variable directly lead to changes in another. For example, "The research established a "causal correlation" between increased exercise and reduced risk of heart disease."

What is a good alternative to "causal correlation"?

Depending on the context, you can use alternatives like "causal relationship", "cause-and-effect relationship", or "causative association".

What's the difference between "causal correlation" and "correlation"?

"Correlation" simply indicates that two variables tend to move together, whereas "causal correlation" implies that the movement in one variable directly causes the movement in the other. Proving a "causal correlation" requires more rigorous evidence.

Is it accurate to always assume "causal correlation" when two things are related?

No, it's crucial to avoid assuming causation from correlation. Observed relationships might be due to confounding factors, reverse causality, or pure chance. Further investigation is needed to establish a true "causal correlation".