data-driven

USAGE SUMMARY

The word 'data-driven' is correct and usable in written English.
It is often used to refer to decisions or processes that are based on quantitative data or evidence. For example, "The company's decision-making process is data-driven in order to ensure the most accurate and efficient results."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

31 human-written examples

See Also: Data-Driven Companies.

Forbes

Data-Driven Products.

TechCrunch

Data-Driven Processes.

TechCrunch

Being data-driven pays!

TechCrunch

The Data-Driven You.

TechCrunch

Data-driven decision-making.

Health & Justice

Human-verified similar examples from authoritative sources

Similar Expressions

29 human-written examples

It's very data driven.

The Guardian - Lifestyle

It is solely data driven".

The New York Times

"He is very data driven.

The New York Times

He's naturally inclined to be data driven.

The New York Times

Labor's campaign was well-resourced and data driven.

The Guardian - Opinion

Expert writing Tips

Best practice

When using "data-driven", ensure that you can identify the specific data being used and how it influences the outcome. Being specific enhances credibility.

Common error

Avoid claiming a process is "data-driven" when intuition or other factors play a significant role. Acknowledge the contribution of non-data elements to maintain transparency and accuracy.

Linguistic Context

The phrase "data-driven" primarily functions as a compound adjective. It modifies nouns to indicate that something is influenced, guided, or determined by data analysis. Ludwig AI confirms the correctness and usability of the phrase in written English.

Expression frequency: Common

Frequent in

News & Media

35%

Science

33%

Formal & Business

17%

Less common in

Academia

5%

Encyclopedias

5%

Wiki

5%

Ludwig's WRAP-UP

In summary, "data-driven" is a commonly used adjective to describe processes or decisions that are guided by data analysis. Ludwig AI confirms that the phrase is correct and widely applicable. It is often used in contexts such as news, science, and business to emphasize objectivity and analytical rigor. While there are several alternative phrases, such as "data-informed" and "evidence-based", the choice depends on the specific nuance you wish to convey. It's crucial to use the phrase accurately, ensuring that data genuinely plays a central role in the process or decision being described.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data-informed

Emphasizes the use of data to gain insights and understanding, informing decisions rather than strictly dictating them.

evidence-based

Highlights the reliance on empirical evidence, often used in scientific or medical contexts.

metrics-driven

Focuses on the use of specific, measurable metrics to guide actions and decisions.

analytics-based

Implies the use of sophisticated analytical techniques to derive insights from data.

insights-led

Suggests that decisions are primarily driven by the insights gained from data analysis.

fact-based

Highlights the reliance on verifiable facts and objective information.

quantitatively driven

Emphasizes the use of numerical data and quantitative analysis.

statistically guided

Focuses on the use of statistical methods to inform decisions.

empirically supported

Highlights the use of empirical research and studies to support decisions.

algorithmically determined

Suggests that decisions are made by algorithms and automated systems based on data.

FAQs

How can I use "data-driven" in a sentence?

You can say, "The company's strategy is "data-driven", focusing on customer insights to guide product development".

What are some alternatives to "data-driven"?

Consider using alternatives like "data-informed", "evidence-based", or "metrics-driven" depending on the specific context.

Is it better to be "data-driven" or "data-informed"?

The best approach depends on the situation. "Data-driven" implies that data is the primary driver of decisions, while "data-informed" suggests that data is used to guide and support decisions, but doesn't necessarily dictate them.

What's the difference between "data-driven" and "fact-based"?

"Data-driven" typically refers to using quantitative data to make decisions, while "fact-based" emphasizes the use of verifiable facts and objective information. While related, "data-driven" is usually more specific to numerical analysis.