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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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as drivers of

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "as drivers of" is correct and usable in written English.
It can be used to describe entities or factors that are responsible for causing or influencing a particular outcome or change. Example: "The researchers identified several key factors as drivers of climate change, including greenhouse gas emissions and deforestation."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Innovative, high-technology industries are commonly described as drivers of regional development.

Most states require bicyclists to follow the same rules as drivers of other vehicles.

Overall, however, most companies do not deploy KPIs rigorously for review or as drivers of change.

Browne's emphasis on student choice and proportional regulation as drivers of quality is now partially accepted.

News & Media

The Guardian

In every state, cyclists have the same rights and responsibilities as drivers of motor vehicles.

News & Media

The New York Times

In recent years, terrorist attacks have played significant roles as drivers of change.

News & Media

The Guardian

This will have further consequences, given the role of universities as drivers of local economic growth.

News & Media

The Guardian

His mantra: "Cyclists fare best when they act and are treated as drivers of vehicles".

News & Media

The New York Times

The HSP70 chaperone machinery: J proteins as drivers of functional specificity.

Science & Research

Nature

Shine, R. Invasive species as drivers of evolutionary change: cane toads in tropical Australia.

Science & Research

Nature

Public School Food Procurements (PSFPs) are recognized as drivers of food and nutrition security.

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Expert writing Tips

Best practice

Consider using synonyms like "catalysts" or "contributors" if the context requires a slightly different nuance.

Common error

Avoid using "as drivers of" in overly general or vague sentences. Ensure the relationship between the 'drivers' and the outcome is well-defined and not implied. For increased precision, replace it with "key factors in" or "contributors to" to enhance the impact 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

85%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "as drivers of" functions as a prepositional phrase that identifies causal agents or influential factors. Ludwig indicates this phrase is correct and usable in written English. It is commonly used to highlight the elements responsible for a particular outcome or change.

Expression frequency: Very common

Frequent in

Science

45%

News & Media

25%

Academia

20%

Less common in

Formal & Business

5%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "as drivers of" is a grammatically correct and frequently used prepositional phrase that identifies factors causing or influencing specific outcomes. Ludwig confirms its usability in formal English. It's most prevalent in scientific, news, and academic contexts, indicating its suitability for analytical and explanatory writing. When using the phrase, clarity is key: ensure a direct and defined relationship between the identified 'drivers' and the subsequent results. Consider alternatives such as "as catalysts for" or "as contributors to" for nuanced meanings.

FAQs

How can I use "as drivers of" in a sentence?

You can use "as drivers of" to indicate factors that cause or influence something. For example: "Researchers identified climate change and deforestation as drivers of environmental degradation."

What are some alternatives to "as drivers of"?

Some alternatives include "as catalysts for", "as contributors to", or "as promoters of", depending on the specific nuance you want to convey.

Is it grammatically correct to use "as drivers for" instead of "as drivers of"?

No, the correct preposition to use is "of". "As drivers of" is the standard and grammatically accepted form.

What is the difference between "as drivers of" and "as a result of"?

"As drivers of" indicates causality or influence, while "as a result of" indicates a consequence. For example: "Technological advancements are seen as drivers of economic growth," versus "Economic growth occurred as a result of technological advancements."

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Source & Trust

85%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: