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Justyna Jupowicz-Kozak

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began driven by

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "began driven by" is not correct in standard written English.
It seems to be an incorrect combination of verb forms and does not convey a clear meaning. An example of a corrected phrase could be: "began to be driven by" or "began driven by a desire to succeed."

⚠ May contain grammatical issues

News & Media

Science

Wiki

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

When the broadband blackouts began, driven by overloaded networks as we stayed in to download HD films to our unsleeping computers, well, that was the spark.

News & Media

Independent

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

This was possible thanks to an open democratic primary and the support of 70,000 new party members.With the Socialists and the centre-right UMP committed to primaries, a new era of French politics has begun, driven by public opinion, nourished by the media, and based on image and personality.

News & Media

The Economist

Intense investigation into the role of post-translational modifications, specifically phosphorylation and acetylation, has now begun, driven by the potential implications of these modifications in Alzheimer's disease (AD) and other tauopathies [ 4, 11, 16, 18, 19].

But in recent years a new wave has begun, driven primarily by small businesses that need workers for boutique-size production".

News & Media

Huffington Post

A1 In private conversations, American officials are beginning to acknowledge that a judgment about when withdrawals from Iraq can begin is driven by two political calendars -- one in Iraq and one in the United States -- as much as by military assessments.

News & Media

The New York Times

A race against an incumbent is always risky, but this Democratic contest has from the beginning been driven by reasons of personal timing rather than a pressing agenda that would captivate voters.

News & Media

The New York Times

For example, participants noted that fishing sectors on the east coast of Queensland were not currently amalgamating into international conglomerates (2a – Coastal Calamity) but that a few northern Australian fisheries were beginning to, driven by high value seafood rather than climate change.

But Mr. Emanuel and Mr. Wiatt persisted in talks that began last year — each driven by a sense that his own company could overcome some obvious limitations when matched with the other.

News & Media

The New York Times

Hispanic enrollment stood at 14 to 15 percent of the total before the ban, and fell to 12 percent in 1998, but quickly began to climb, driven by California's fast-rising Latino population.

News & Media

The New York Times

The biggest factor in the fourth-quarter decline in G.D.P. was a 10.2 percent drop in mining and quarrying output, the largest since records began in 1997, driven by disruption from extended maintenance affecting North Sea oil and gas fields.

News & Media

The New York Times

Within the manufacturing sector, mining and quarrying output fell by 10.2%, the biggest decline since records began in 1997, driven by disruption to North Sea oil and gas fields.

News & Media

BBC
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Expert writing Tips

Best practice

For clearer communication, revise the phrase "began driven by" to alternatives such as "started, fueled by" or "initiated, motivated by" for better grammatical structure and understanding.

Common error

Avoid constructing sentences with "began driven by" in ways that obscure the agent or cause. Clarify the sentence by specifying what initiated the action and what force propelled it, which helps prevent confusion and improves readability.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

79%

Authority and reliability

2.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "began driven by" attempts to link an initiating action with a motivating force. However, Ludwig AI indicates this construction is grammatically incorrect and lacks clarity. Better alternatives include using a more direct causal connector or restructuring the sentence for improved grammatical correctness.

Expression frequency: Rare

Frequent in

News & Media

50%

Science

40%

Wiki

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Academia

0%

Ludwig's WRAP-UP

In summary, the phrase "began driven by" is grammatically questionable, as Ludwig AI points out. Although it appears across different sources, including news, science, and general web content, it is not standard English. For enhanced clarity and correctness, it's advisable to opt for alternatives such as "started, fueled by" or "initiated, motivated by". These provide a clearer indication of causality and are less prone to grammatical scrutiny. By making these adjustments, you can ensure your writing remains both accurate and easily understood.

FAQs

How can I rephrase "began driven by" for better clarity?

Consider using phrases like "started, fueled by", "initiated, motivated by", or "stemmed from" to enhance clarity and grammatical correctness.

Is "began driven by" grammatically correct?

No, "began driven by" is not considered grammatically correct. It's better to use alternatives like "started, fueled by" or "initiated, motivated by" for improved grammar.

What is a good substitute for "began driven by" in formal writing?

In formal writing, replace "began driven by" with phrases like "commenced propelled by" or "originated, inspired by" to maintain a professional tone.

How does "began driven by" differ from "was caused by"?

"Began driven by" implies an initial action and a subsequent influence, whereas "was caused by" directly indicates a cause-and-effect relationship. The latter is generally clearer and more grammatically sound.

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Source & Trust

79%

Authority and reliability

2.5/5

Expert rating

Real-world application tested

Most frequent sentences: