Causal relationship

USAGE SUMMARY

The phrase "Causal relationship" is correct and usable in written English.
It is typically used in academic or scientific contexts to describe a connection where one event or variable directly influences another. Example: "The study aimed to establish a causal relationship between diet and health outcomes in the population."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Causal relationship and correlations without proper justification or theoretical foundations undermine the causal relationship in the hypotheses (Shipley 2002).

Ecological Processes

Causal relationship assessment using prospectively collected data.

BMJ Open

Causal relationship would require longitudinal study designs.

BMC Pediatrics

It says it found "no causal relationship".

The New York Times

" 'It's spurious, there's no causal relationship,' " Verhulst says.

The New Yorker

For some partisans, there was a causal relationship at work.

The New York Times

No one, of course, is actually suggesting a causal relationship.

The New York Times

This was assuming a causal relationship between the two.

The Guardian

It is difficult to not find a causal relationship".

The New York Times

But it cautioned that the findings suggest an association, not a causal relationship.

The New York Times

It stopped short, however, of saying the evidence "established" a causal relationship.

The New York Times - Health

Expert writing Tips

Best practice

When stating a "causal relationship", ensure you have ruled out confounding variables that could provide an alternative explanation for the observed relationship. Consider using statistical methods to control for these factors.

Common error

Avoid stating a "causal relationship" based solely on observational data or correlations. Always acknowledge the potential for other explanations or confounding factors if a true causal link hasn't been rigorously demonstrated.

Linguistic Context

The phrase "causal relationship" functions as a noun phrase that describes a specific type of connection between two or more entities. Ludwig shows that it's often used to clarify whether an association is more than just correlation.

Expression frequency: Very common

Frequent in

Science

44%

News & Media

41%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "causal relationship" is a common and grammatically correct term used to describe a cause-and-effect connection. Ludwig examples demonstrate its frequent use in scientific, news, and formal business contexts, where it serves to clarify the nature of relationships between different elements. Common errors involve confusing correlation with causation, highlighting the importance of robust research methodologies. Ludwig AI confirms that the phrase is correct and usable in written English and also suggests some alternatives like "cause-and-effect relationship" and "causal link".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Cause-and-effect relationship

Emphasizes the bidirectional nature of the connection between cause and effect.

Cause-effect relationship

Similar to 'cause-and-effect relationship' but with a slightly less common phrasing.

Causal connection

A formal way to describe a relationship where one thing leads to another.

Causal link

A more concise way to describe a direct connection between two events or variables.

Correlation and causation

Highlights the distinction between mere association and a true cause-and-effect dynamic.

Direct effect

Emphasizes the immediate and unmediated impact of one variable on another.

Determining factor

Focuses on the element that primarily influences a specific result.

Resulting from

Indicates that something is a consequence or outcome of a prior event or condition.

Influence

A more general term referring to the power to affect someone or something.

Impact

Focuses on the effect or influence of one thing on another, often significant.

FAQs

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

You can use "causal relationship" to describe a connection where one event or variable directly influences another. For example, "The study aimed to establish a causal relationship between diet and health outcomes."

What are some alternatives to saying "causal relationship"?

You can use alternatives like "cause-and-effect relationship", "causal link", or "correlation and causation" depending on the context.

What is the difference between "correlation" and "causal relationship"?

"Correlation" indicates a statistical association between two variables, while a "causal relationship" implies that one variable directly influences the other. Just because two things are correlated doesn't mean one causes the other.

How do you prove a "causal relationship"?

Establishing a "causal relationship" typically requires rigorous research methodologies, such as controlled experiments or longitudinal studies, that can demonstrate a direct influence and rule out confounding factors.