contributing variables

USAGE SUMMARY

The phrase "contributing variables" is correct and usable in written English.
It is used to describe factors which play a role in producing an effect. For example, "Examining the contributing variables of the economy can help to better understand the effects of the recession."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

48 human-written examples

This phenomenon, in which short and long rates become delinked, has been labeled "Greenspan's conundrum", and Matthew Boesler warns that it may soon return to afflict Janet Yellen's Fed.The yield on long-term bonds can be broken down into three different contributing variables: average short-term rates, expected inflation, and a term premium.

The Economist

The tool provides the 'mean decrease in Gini index' method to select contributing variables.

Journal of Modern Transportation

A disadvantage of real data is that the true effects of the contributing variables are unknown.

Large-scale Assessments in Education

Contrary to expectations, results show that the two types of system were analogous with respect to contributing variables to UCS.

Computers in Human Behavior

To review the clinical course of patients undergoing observation for their acoustic tumor with evaluation of the incidence and contributing variables to failure to follow-up.

Otolaryngology - Head and Neck Surgery

However, our data suggest exposure and elevation are contributing variables influencing woodland expansion across landscapes, resulting in spatial and temporal heterogeneity in stand structure and development.

Forest Ecology and Management

Human-verified similar examples from authoritative sources

Similar Expressions

12 human-written examples

Ms. Ferland cited another contributing variable, which she called the "Colorado paradox": well-educated transplants drawn to a state that also has many poorly educated residents.

The New York Times

Although the colony was artificially provided with a spiked sugar solution, the bees were allowed to forage freely in the environment, so there is less stress - which can be a contributing variable - than if they were completely confined to cages.

The Guardian

During the spring months, elevation was also a top contributing variable to the model.

Applied Geography

Results indicated that homogenization pressure was the main contributing variable for particle size.

Carbohydrate Polymers

Moreover, analysis of covariate influences of concomitant drugs to altered EEG power in our study yielded a main effect for Ecstasy as the principal contributing variable.

Plosone

Expert writing Tips

Best practice

Use "contributing variables" to identify factors that may influence outcomes in statistical models. Be sure to measure and control for confounding variables to ensure accurate results.

Common error

Avoid solely focusing on individual "contributing variables". Instead, consider how these variables interact with each other, as their combined effect may be more significant than their individual impacts.

Linguistic Context

The phrase "contributing variables" functions as a noun phrase, typically used to identify and categorize factors that influence or have an effect on a particular outcome. As Ludwig AI explains, it describes factors which play a role in producing an effect.

Expression frequency: Very common

Frequent in

Science

64%

News & Media

15%

Formal & Business

9%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "contributing variables" is a grammatically correct and frequently used noun phrase, particularly in scientific and academic writing, to describe factors that influence an outcome. Ludwig AI confirms its usability. The phrase serves the purpose of analyzing phenomena by pinpointing impactful factors and maintaining formality. When writing, remember to clearly define each variable to prevent ambiguity and consider interactions between them. Alternatives include "influential factors", "causal variables", and "key drivers". Ludwig's examples showcase its versatility across various domains, reinforcing its importance in analytical and explanatory writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

influential factors

Focuses on the degree of influence the factors have.

causal variables

Highlights the cause-and-effect relationship of the variables.

determinant factors

Emphasizes the role of these factors in determining an outcome.

key drivers

Implies that the variables are actively pushing or leading to a result.

underlying causes

Suggests that the variables are fundamental and less obvious.

factors in play

Highlights the active role of the variables in a particular situation.

elements at work

Focuses on the functional aspect of the variables.

relevant factors

Indicates that the factors are pertinent and applicable to the context.

affecting parameters

Emphasizes the parameters that have an impact on a specific outcome.

impactful components

Stresses the significant impact these components have.

FAQs

How do I use "contributing variables" in a sentence?

You can use "contributing variables" to identify factors that play a role in producing a particular outcome. For instance, "The study identified several "contributing variables" to student success, including socioeconomic status and parental involvement."

What are some alternatives to "contributing variables"?

Depending on the context, you could use "influential factors", "causal variables", or "key drivers" as alternatives to "contributing variables".

What's the difference between "contributing variables" and "confounding variables"?

"Contributing variables" are factors that play a role in an outcome, while confounding variables are external factors that can distort the relationship between the independent and dependent variables.

Which "contributing variables" are most important to consider in a regression analysis?

The most important "contributing variables" in a regression analysis are those that have a statistically significant impact on the dependent variable. These are often identified through p-values and coefficients.