be driven by data

USAGE SUMMARY

The phrase "be driven by data" is correct and usable in written English.
It can be used in contexts where decisions, strategies, or actions are influenced or guided by data analysis and evidence. Example: "In our organization, we strive to be driven by data to ensure that our decisions are based on solid evidence rather than assumptions."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

13 human-written examples

To be driven by data is an admirable thing.

The New York Times

This one, he believes, will be driven by data.

The New York Times

The whole process should be driven by data, and people's preferences, and the reality".

The New Yorker

Though there wasn't a lot of detail on exactly how the money would be spent, Gates, a believer in using big data to solve problems, repeatedly said foundation grants given to schools as part of this new effort would be driven by data.

The Washington Post

The "big thing that's missing" in U.S. politics today, Bill Gates said to me in a recent interview, "is this technocratic understanding of the facts and where things are working and where they're not working," so the debate can be driven by data, not ideology.

The New York Times

In fact, the future of supply chain digitization will be driven by data and analytics.

Forbes

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

"It's driven by data".

The New York Times - Tech

And it is definitely being driven by data and networks".

The New York Times - Tech

Everything is pragmatic and new marketing decisions are driven by data.

The Guardian

Global development in the information age is driven by data exchange in countless forms.

The Guardian

In other words, the state machine is being driven by data 1 second in the past!

Cornell University

Expert writing Tips

Best practice

When using "be driven by data", ensure that you can clearly articulate the specific data sources and analytical methods that underpin your decisions. This adds credibility and transparency.

Common error

Avoid implying that data is the only factor influencing decisions. Acknowledge that intuition, experience, and ethical considerations also play a role alongside data.

Linguistic Context

The phrase "be driven by data" functions as a predicate adjective, describing the state or characteristic of a subject. Ludwig indicates it's usable in contexts where decisions/actions are influenced by data analysis and evidence. For example, "The project will be driven by data" describes how data dictates the project's direction.

Expression frequency: Common

Frequent in

News & Media

69%

Science

23%

Academia

8%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "be driven by data" is a common and grammatically sound expression used to emphasize the importance of empirical evidence in decision-making. As Ludwig AI confirms, it highlights decisions based on data analysis rather than assumptions. Predominantly found in News & Media and Science contexts, it suggests a neutral to professional register. To enhance writing, ensure data sources are transparent, and avoid implying data is the only influence. Alternatives like "be guided by data" provide nuanced options. In essence, "be driven by data" underscores the significance of factual insights in shaping informed strategies.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

be guided by data

This alternative emphasizes guidance rather than a sense of compulsion.

be led by data

Similar to "be driven by data", this emphasizes the direction provided by data.

be informed by data

This suggests that data provides context and awareness, influencing decisions.

be based on data

This indicates a foundation or starting point rooted in data.

be determined by data

This shows that data dictates the outcome more directly.

rely on data

This conveys a dependency on data for decision-making.

use data-driven insights

This focuses on actionable conclusions drawn from data analysis.

be data-centric

This illustrates the prominence of data in operations and thought processes.

adopt a data-first approach

This highlights prioritizing data collection and analysis.

be predicated on data

This underlines the importance of data as the essential premise.

FAQs

How can I effectively use "be driven by data" in a sentence?

Use "be driven by data" to emphasize that decisions or actions are based on careful analysis of factual information rather than assumptions or gut feelings. For instance, "Our marketing strategies must "be driven by data" to maximize ROI".

What are some alternatives to "be driven by data" that I can use?

Depending on the context, consider alternatives such as "be guided by data", "be informed by data", or "be based on data". Each carries a slightly different nuance.

Is it always necessary for decisions to "be driven by data"?

While using data is generally beneficial, it is not always strictly necessary. In situations where data is scarce, unreliable, or time-sensitive, decisions may also be "be driven by experience", intuition, or ethical considerations.

What's the difference between "be driven by data" and "rely on data"?

"Be driven by data" indicates that data is the primary force shaping decisions, whereas "rely on data" suggests a dependency on data as a key input, but not necessarily the sole determinant. The former implies a stronger influence.