central causal variable

USAGE SUMMARY

The phrase "central causal variable" is correct and usable in written English.
It can be used in contexts related to research, statistics, or discussions about causality in various fields such as social sciences or economics. Example: "In our study, we identified the central causal variable that significantly influenced the outcome of the experiment."

✓ Grammatically correct

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Maybe this is quibbling with your question, of trying to disaggregate the causal variable.

The New Yorker

These coefficients indicate by how many standard deviations the effect variable would change if the causal variable was changed by one standard deviation.

Nature

More broadly, their cohort is growing apace in many countries, while their lack of employment opportunities represents a causal variable in the economic dramas that are currently shaking the world.

The Guardian - Opinion

Some reference to a set of central causal factors is needed.

SEP

And so identifying which is the main causal variable seems pretty important". Identifying those variables will be the first step to figuring out how to weed out these stereotypes as soon as they take root.

Los Angeles Times

Here, we will introduce additional variables that may in fact be the true causal variable.

Plosone

A causal relation is represented by a single-headed arrow from the causal variable to the effect variable.

Environmental Health: A Global Access Science Source

It's the genuinely causal variables that make a student ready for college that we should be seeking to understand.

The New York Times

Bauman AE, Sallis JF, Dzewaltowski DA, Owen N. Toward a better understanding of the influences on physical activity: the role of determinants, correlates, causal variables, mediators, moderators, and confounders.

Nature

2) The integration of expert knowledge via monotonicity constraints is much more evident for causal covariates since proxy variables usually subsume several causal variables with differing effects.

Forest Ecosystems

It would be more interesting to have a sound methodology for measuring the quantitative importance of the various causal variables.

University of Chicago

Expert writing Tips

Best practice

When using "central causal variable", ensure the context clearly establishes a cause-and-effect relationship. Use empirical evidence or strong theoretical justification to support claims that a variable is indeed causal and central to the outcome.

Common error

Avoid assuming a variable is the "central causal variable" simply because it correlates with an outcome. Thoroughly investigate potential confounding variables and alternative explanations before concluding causality.

Linguistic Context

The phrase "central causal variable" functions as a noun phrase that describes a key element in a causal relationship. As suggested by Ludwig AI, the phrase correctly highlights the most important cause.

Expression frequency: Missing

Frequent in

Science

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Formal & Business

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Less common in

Science

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Ludwig's WRAP-UP

The phrase "central causal variable" denotes the most important factor causing a specific outcome. While grammatically correct, Ludwig AI analysis suggests the phrase currently lacks real-world examples and common usage. Alternatives like "primary causal factor" or "key causal variable" can be used for similar emphasis. In writing, it's crucial to differentiate correlation from causation when identifying any "central causal variable". The phrase is best suited for formal and scientific contexts where precision is necessary.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

primary causal factor

Replaces "central" with "primary", emphasizing the main contributing cause.

key causal variable

Substitutes "central" with "key", highlighting the variable's importance.

main causal variable

Uses "main" instead of "central", indicating the principal causal factor.

principal causal variable

Replaces "central" with "principal", denoting the most important causal factor.

dominant causal factor

Uses "dominant" to indicate the most influential causal element.

critical causal variable

Substitutes "central" with "critical", emphasizing the essential nature of the causal variable.

significant causal variable

Indicates the causal variable has a statistically significant impact.

leading causal variable

Highlights the causal variable that leads or initiates a specific effect.

major causal influence

Shifts from "variable" to "influence", broadening the scope slightly.

determinative causal factor

Replaces "central causal variable" with a more formal term, emphasizing that the factor determines the outcome.

FAQs

How to use "central causal variable" in a sentence?

You can use "central causal variable" to highlight the main reason that causes something. For example, "The study identified poverty as the "central causal variable" in the educational disparity among children."

What can I say instead of "central causal variable"?

You can use alternatives like "primary causal factor", "key causal variable", or "main causal variable" depending on the context.

Which is correct, "central causal variable" or "causal central variable"?

"Central causal variable" is the conventional and more grammatically sound order. "Causal central variable" is less common and might sound awkward to native English speakers.

What's the difference between "central causal variable" and "contributing factor"?

"Central causal variable" implies a primary cause, while "contributing factor" suggests one of several elements influencing an outcome. A "contributing factor" might not be the main driver, whereas the "central causal variable" is considered the most important.