a multitude of contributing variables

USAGE SUMMARY

The phrase "a multitude of contributing variables" is correct and usable in written English.
It can be used when discussing complex situations or phenomena that are influenced by many different factors. Example: "In analyzing the economic downturn, researchers identified a multitude of contributing variables, including unemployment rates, inflation, and consumer confidence."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Despite convincing evidence of the contribution of genetic variation in CDH13 to cardiometabolic traits, the primary causative SNP has not been identified and a multitude of contributing common variants with variable effects across studies has been reported (Fig.  1).

Human Genetics

And naming your startup has become like naming your band — An intricate dance between a multitude of contributing metaphoric and literal factors.

TechCrunch

The present analysis provides a means to conceptualize such interactions among a multitude of contributing factors and express these interactions in mathematical terms.

Clinical and Translational Gastroenterology

The dynamic rapidly changing and technology-rich digital environment enables the provision of added-value applications that exploit a multitude of devices contributing services and information.

Procedia Computer Science

Clearly, there are a multitude of factors contributing to the aging process: telomere attrition, oxidation, post-translational protein modifications, and DNA damage.

Plosone

Antibody validation remains a continuous effort that a multitude of individuals contribute towards.

Harvard University

In the case of biological cells, a multitude of components contribute to the recorded mid-IR spectra, which leads to strong overlapping of the absorption bands.

Analytical and Bioanalytical Chemistry

It affects a multitude of fluvial variables such as flow velocity and sediment transport.

Journal of Hydrology

Typically, large-scale assessments comprise a multitude of background variables, which are reduced to several uncorrelated principal components prior to the estimation of the population model.

Large-scale Assessments in Education

The tests look to see how many guns are owned per citizen, how much freedom "libtards and other Commies" have, in addition to a multitude of other variables.

Huffington Post

Patterns of population genetic diversity and viability may vary greatly across populations due to a multitude of possible variables [ 51].

BMC Plant Biology

Expert writing Tips

Best practice

When using the phrase "a multitude of contributing variables", ensure the context clearly indicates what these variables are influencing or contributing to. Providing specific examples, if possible, can enhance clarity.

Common error

Avoid using "a multitude of contributing variables" as a vague placeholder without identifying at least some of the key variables. Lack of specificity can weaken your argument and leave the reader uninformed.

Linguistic Context

The phrase "a multitude of contributing variables" functions as a noun phrase that describes the numerous factors influencing a particular situation. Based on Ludwig AI, this phrase correctly follows grammatical standards and expresses complexity.

Expression frequency: Missing

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Ludwig's WRAP-UP

In summary, the phrase "a multitude of contributing variables" serves to highlight the complex interplay of numerous factors influencing a specific outcome. According to Ludwig, the phrase is grammatically correct and suitable for formal and scientific contexts, as well as general usage. While alternatives like "numerous contributing factors" and "many influencing variables" exist, the core meaning remains consistent. The phrase is best used when acknowledging the complexity of a situation, but should ideally be followed by specific examples to avoid vagueness.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Numerous contributing factors

Replaces "a multitude" with "numerous", which is a direct synonym, maintaining a similar level of formality.

Many influencing variables

Substitutes "contributing" with "influencing", slightly altering the focus to the act of influencing rather than contributing.

Various contributing elements

Replaces "variables" with "elements", shifting from a statistical term to a more general component.

A host of contributing factors

Uses "a host of" to convey a large number, adding a slightly more emphatic tone.

A wide array of variables

Emphasizes the diversity of the variables involved, using "wide array" instead of "multitude".

Multiple contributing components

Replaces "variables" with "components", suitable when referring to parts of a system or process.

Several factors at play

Offers a more idiomatic and less formal alternative, focusing on the active role of the factors.

Myriad contributing aspects

Uses "myriad" to suggest a countless number, adding a sense of complexity.

A number of influencing factors

A more straightforward and less emphatic way to express the idea of multiple influences.

Diverse variables influencing

Reorders the phrase and uses "influencing" to describe the action of the variables, slightly altering the emphasis.

FAQs

How can I use "a multitude of contributing variables" in a sentence?

This phrase is typically used to indicate that a situation or outcome is influenced by many different factors. For example, "The project's failure was attributed to "a multitude of contributing variables", including poor planning and unforeseen market changes."

What are some alternatives to "a multitude of contributing variables"?

You can use alternatives like "numerous contributing factors", "many influencing variables", or "a wide array of variables" depending on the context. Consider which phrase best reflects the specific nuance you want to convey.

Is it better to list the variables instead of using the phrase "a multitude of contributing variables"?

It depends on the context. If you can concisely list the key variables, doing so provides more clarity. However, if the list is extensive or not fully known, using ""a multitude of contributing variables"" can acknowledge the complexity without overwhelming the reader.

What does "contributing variables" specifically mean in the phrase "a multitude of contributing variables"?

"Contributing variables" refers to the various factors that play a role in causing or influencing a particular outcome. These variables actively add to the overall effect, whether positive or negative.