grounded in data

USAGE SUMMARY

The phrase "grounded in data" is correct and commonly used in written English.
It means that something is backed up or supported by factual information or evidence. You can use this phrase when explaining or justifying a decision, argument, or statement. For example: - "Our marketing strategy is grounded in data, as we have conducted extensive market research and analyzed customer trends." - "His theories may seem controversial, but they are actually grounded in data and have been tested through various experiments." - "It is important to have policies that are grounded in data, rather than just opinions or personal beliefs."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

34 human-written examples

Editd's chief executive Geoff Watts told The Guardian that the startup's real value came from helping buyers make informed decisions grounded in data.

The Guardian - Tech

Even 27 years after Mr. Easterlin noticed the divergence between wealth and happiness, there are no overarching explanations that are firmly grounded in data.

The New York Times - Arts

His work is rigorous and extensively grounded in data from the Twins Early Development Study TEDSS), which he set up and which looks at a high proportion of the twins born in England between 1994 and 1996.

The Guardian - Opinion

Yet underdiagnosis does, too, because early intervention can greatly improve outcomes for children, especially those with A.S.D. Any argument for bucking diagnostic norms or refracting disorders through a new cultural lens should be firmly grounded in data — not speculation about boys and girls and long-ago ancestors.

The New Yorker

Theoretically, the model grounded in data themselves demonstrate how students approach the two tasks underlying different cognitive operations.

Language Testing in Asia

Then, I sorted memos to do theoretical integration of emerging categories to refine comparisons among those relationships to construct the common pattern grounded in data drawn from GPT.

Language Testing in Asia

Human-verified similar examples from authoritative sources

Similar Expressions

26 human-written examples

As his lead grows, it allows him to issue a call for unity that seems to be grounded in data-crunched reality.

The New York Times

Yet students need grounding in data analysis.

The New York Times

Drawing on early themes grounded in the data, the team went back into the data to independently code the remaining data.

BMC Palliative Care

Therefore, these repeated themes are grounded in the data and not imposed onto the data by the researcher.

BMC Family Practice

Our ideal types are grounded in empirical data and one informant could contribute data to more than one ideal type [ 20].

BMC Public Health

Expert writing Tips

Best practice

Use "grounded in data" when you want to emphasize that your argument, decision, or analysis is based on factual information and evidence, not speculation or assumptions.

Common error

While "grounded in data" is a valid phrase, avoid using it excessively in casual conversations. Opt for simpler alternatives like "based on facts" or "evidence-based" to maintain a natural tone.

Linguistic Context

The phrase "grounded in data" functions as an adjective phrase, modifying a noun to indicate that something is based on or supported by factual information. As Ludwig AI confirms, the phrase is frequently used in written English to provide assurance of validity.

Expression frequency: Common

Frequent in

Science

40%

News & Media

30%

Formal & Business

30%

Less common in

Reference

0%

Social Media

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "grounded in data" is a grammatically correct and commonly used expression that indicates something is based on factual information and evidence. Ludwig AI confirms its validity and prevalence in written English. It is most appropriate for formal, scientific, and professional contexts where credibility and authority are paramount. While "based on data" is a similar phrase, "grounded in data" implies a more thorough and robust analysis. Use this phrase to emphasize that your conclusions are not based on speculation but rather on verifiable facts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on data

Focuses on the foundation being built upon data rather than the thoroughness of the data's influence.

informed by data

Highlights that data plays an informative role, shaping understanding and decisions.

supported by data

Emphasizes data as providing backing or justification for a claim or idea.

substantiated by data

Highlights the confirmation or verification aspect that data provides.

validated by data

Implies a formal process of confirming accuracy or reliability using data.

underpinned by data

Suggests a structural support coming from data.

rooted in data

Conveys a deep and fundamental connection to the data.

derived from data

Focuses on the data as the source from which something originates or is obtained.

founded on data

Highlights that the data serves as the establishment point.

built upon data

Emphasizes the incremental and progressive aspect of using data to construct something.

FAQs

How can I use "grounded in data" in a sentence?

You can use "grounded in data" to describe decisions, theories, or strategies that are based on factual information. For example, "Our marketing strategy is "grounded in data" gathered from extensive market research".

What's the difference between "grounded in data" and "based on data"?

While both phrases indicate a foundation in factual information, ""grounded in data"" suggests a more thorough and robust analysis, while "based on data" simply indicates that data was used.

What are some alternatives to saying "grounded in data"?

Depending on the context, you can use phrases like "informed by data", "supported by data", or "validated by data".

In what contexts is "grounded in data" most appropriate?

"Grounded in data" is suitable for academic, scientific, and business settings where evidence-based reasoning is valued. It emphasizes that conclusions are based on careful analysis rather than speculation.