a broad range of variables

USAGE SUMMARY

The phrase "a broad range of variables" is correct and usable in written English.
It can be used when discussing a variety of factors or elements that can influence a situation or outcome. Example: "In our study, we considered a broad range of variables to ensure comprehensive results."

✓ Grammatically correct

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

11 human-written examples

This model further identifies a broad range of variables (e.g., historical/premorbid influences, disease and treatment-related factors) that have been found to influence patient-reported outcomes and need to be taken into consideration when designing future research in this area.

Cancer Treatment Reviews

As this study was a re-analysis of existing data, when selecting covariates for inclusion in our models for re-incarceration we were limited by the questions posed in the baseline survey, although this included a broad range of variables.

Health & Justice

For patients with very severe sepsis the incremental cost-effectiveness ratio for treatment with rhAPC remained under $30,000/QALY, over a broad range of variables, including costs of rhAPC, costs of acute care and costs and probabilities of complications of treatment.

Duke University

Our results support the hypothesis that the influence of the CLOCK gene may extend to a broad range of variables linked with human behaviors.

Plosone

A broad range of variables potentially associated with PAH in SSc were assessed (112 in total; see online supplementary text).

Annals of the Rheumatic Diseases

Second, the availability of a broad range of variables potentially related to ECMO outcome increases the chances of finding an improved combination of predictors for mortality following vvECMO.

Critical Care

Human-verified similar examples from authoritative sources

Similar Expressions

49 human-written examples

The articles provided a broad range of variable outcomes to assess the regenerative potential of platelet concentrate and its possible benefits to the treatment.

International Journal of Oral and Maxillofacial Surgery

In order to make analytical 're-construction' of the missing ethnic self-identification we apply various statistical methods and techniques on 2011 Census data using a broader range of variables.

Princeton University

Future replication of our findings in different cohorts is needed using a broader range of variables and focusing on other alternative pathways.

BMC Public Health

Expanding the regression model to include a broader range of variables showed having children and living together to be significantly associated with TTO scores.

Health and Quality of Life Outcomes

Since the survey covered several different topics, a decision was made to cover a broader range of variables using fewer items, rather than including a limited number of exhaustive "gold standard" measures [ 16].

BMC Health Services Research

Expert writing Tips

Best practice

When using "a broad range of variables", be specific about the types of variables included to provide clarity and context for the reader.

Common error

Avoid using "a broad range of variables" without providing any specific examples or categories, as this can make your writing vague and less informative.

Linguistic Context

The phrase "a broad range of variables" functions as a noun phrase, often serving as the object of a verb or preposition. Ludwig AI indicates the phrase is grammatically correct and commonly used.

Expression frequency: Common

Frequent in

Science

70%

Academia

20%

Formal & Business

5%

Less common in

News & Media

3%

Encyclopedias

1%

Wiki

1%

Ludwig's WRAP-UP

In summary, "a broad range of variables" is a grammatically sound and frequently employed phrase, particularly within scientific and academic domains. It serves to convey the consideration of numerous diverse factors within a given context. Ludwig AI confirms its validity and common usage. To enhance clarity, specify the types of variables whenever possible. While interchangeable alternatives exist, such as ""a wide spectrum of variables"" or ""a comprehensive set of variables"", choosing the most fitting option hinges on the specific nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a wide spectrum of variables

Emphasizes the diversity of the variables across a continuous scale.

a comprehensive set of variables

Highlights the completeness and thoroughness of the variable collection.

an extensive array of variables

Focuses on the large number and organized arrangement of the variables.

a diverse group of variables

Stresses the heterogeneity and variety within the variable collection.

a multitude of variables

Emphasizes a very large quantity of variables.

a varied assortment of variables

Highlights the different types and categories of variables included.

a heterogeneous mix of variables

Focuses on the non-uniform and diverse nature of the variables.

a substantial range of variables

Emphasizes the significant extent or scope of the variables considered.

a broad selection of variables

Highlights the process of choosing from a large number of variables.

a wide-ranging set of variables

Indicates that the variables cover a large and varied area or subject.

FAQs

How can I use "a broad range of variables" in a sentence?

You can use "a broad range of variables" to indicate that many different factors were considered. For example: "The study analyzed "a broad range of variables" to determine the cause of the disease."

What are some alternatives to saying "a broad range of variables"?

Alternatives include "a wide spectrum of variables", "a comprehensive set of variables", or "an extensive array of variables" depending on the specific context.

Which is more appropriate, "a broad range of variables" or "a wide range of variables"?

Both "a broad range of variables" and "a wide range of variables" are correct and generally interchangeable. The choice depends on personal preference and the specific nuance you want to convey.

In what context is it best to use the term "a broad range of variables"?

It is most suitable in academic, scientific, or technical writing when you need to emphasize that you considered many different factors or elements in your analysis or study. Using phrases like "a diverse group of variables" might be more suited in less formal writing.