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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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broad range of drivers

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "broad range of drivers" is correct and usable in written English.
It can be used when discussing various factors, influences, or individuals that contribute to a particular outcome or situation. Example: "The study identified a broad range of drivers affecting consumer behavior in the market."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

This characteristic seems to be reflected in the broad range of drivers of the emergence or reemergence of pathogens, ranging from changes in land use and agriculture, through hospitalization to international travel.

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Other services are available for a broader range of drivers.

News & Media

The New York Times

Deeply bolstered seats embrace a wide range of drivers.

News & Media

The New York Times

The wide range of drivers' ethnicities complicates things, too.

News & Media

The New Yorker

Markam Driving School MDSS) offers a wide range of driver services.

Science

Bplans

Despite its scale and success, Uber often found itself embroiled in controversy, with resistance from a broad range of unhappy stakeholders-regulators, competitors, drivers, and even some customers and partners-across the U.S. and the world.

The CAF have a broad range of risk factor reduction programs for drivers of family violence such as mental disorders, high-risk drinking, family conflict, and social isolation.

In conversations with this correspondent, the gist or the whole of this unified theory of Middle Eastern conspiracies has been related credulously by a broad range of Egyptians, from the apocryphal taxi driver to highly paid financial risk consultants, from university students to tourism executives and government officials.

News & Media

The Economist

Remarkably, MACC1 levels consistently correlated with tumor progression, development of metastasis and patient survival in this broad range of solid tumor types, making MACC1 a decisive driver for disease progression (reviewed in [ 24]).

Science

BMC Cancer

They experience large variability across a broad range of spatial and temporal scales, with complex external and internal drivers.

The challenge of eco-ideation is to release the creativity of a broad range of employees, only few of whom may be familiar with the drivers of environmental impact.

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Expert writing Tips

Best practice

When using "broad range of drivers", ensure the context clearly defines what is being influenced or driven. This provides clarity and avoids ambiguity.

Common error

Avoid using "broad range of drivers" as a vague placeholder. Instead, specify the drivers as precisely as possible to enhance the impact and informativeness of your writing.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

87%

Authority and reliability

4.3/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "broad range of drivers" functions as a noun phrase that identifies a collection of factors. As shown by Ludwig, it typically acts as the subject or object of a verb, indicating the elements that influence a particular situation or outcome. It's suitable for describing multiple influencing factors.

Expression frequency: Uncommon

Frequent in

News & Media

34%

Science

33%

Formal & Business

33%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "broad range of drivers" is a grammatically correct and usable phrase in English, as confirmed by Ludwig AI. It's employed to denote the diverse factors influencing a particular outcome. While its frequency is uncommon, it finds relevance across various contexts such as science, news media, and formal business settings. To maximize clarity, it's advisable to specify these drivers whenever possible. Ludwig's examples showcase its application in discussing factors affecting consumer behavior, pathogen emergence, or stakeholder resistance. Authoritative sources like The New York Times and The Guardian frequently employ this phrase, underscoring its credibility and widespread acceptance.

More alternative expressions(6)

Phrases that express similar concepts, ordered by semantic similarity:

wide array of contributing factors

Replaces "range" with "array" and "drivers" with "contributing factors", emphasizing variety and influence.

diverse spectrum of causal elements

Substitutes "broad" with "diverse", "range" with "spectrum", and "drivers" with "causal elements", focusing on variety and causality.

varied assortment of influencing agents

Replaces "broad" with "varied", "range" with "assortment", and "drivers" with "influencing agents", highlighting diversity and agency.

multiple sources of motivation

Replaces "broad range" with "multiple sources" and "drivers" with "motivation", focusing on the origin of motives.

extensive list of reasons

Replaces "broad range" with "extensive list" and "drivers" with "reasons", emphasizing the comprehensiveness of the list.

comprehensive set of causes

Substitutes "broad range" with "comprehensive set" and "drivers" with "causes", emphasizing completeness and causality.

numerous factors at play

Replaces "broad range of drivers" with a more idiomatic expression, emphasizing the presence of multiple influential factors.

various underlying influences

Replaces "broad range" with "various" and "drivers" with "underlying influences", highlighting variety and the hidden nature of influences.

wide scope of inciting forces

Substitutes "broad" with "wide", "range" with "scope", and "drivers" with "inciting forces", focusing on breadth and the nature of force.

many contributing variables

Replaces "broad range" with "many" and "drivers" with "contributing variables", emphasizing plurality and variables.

FAQs

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

You might say, "A "broad range of drivers" influences consumer behavior, from economic factors to social trends."

What's a good alternative to "broad range of drivers"?

Consider using phrases like "wide array of contributing factors" or "diverse spectrum of causal elements" depending on the nuance you want to convey.

Is it better to list specific drivers instead of saying "broad range of drivers"?

Listing specific drivers provides more clarity and impact. Using "broad range of drivers" is acceptable for summaries or when the specifics are less important than the general idea of multiple influences.

What does "drivers" mean in the phrase "broad range of drivers"?

In this context, "drivers" refers to the underlying causes, factors, or influences that propel or contribute to a particular outcome or phenomenon.

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Source & Trust

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Authority and reliability

4.3/5

Expert rating

Real-world application tested

Most frequent sentences: