grounded in empirical data

USAGE SUMMARY

The phrase "grounded in empirical data" is correct and usable in written English.
You can use it when discussing research, findings, or conclusions that are based on observed and measured evidence rather than theory or speculation. Example: "The conclusions drawn in this study are grounded in empirical data collected from various experiments."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

Grounded theory approach is an analytical approach to construct a theory grounded in empirical data using constant comparison.

BMC International Health and Human Rights

The resulting theories, such as superstring theory (or M-theory), are not grounded in empirical data and produce no real predictions, so they can't be tested.

The Guardian

The personas, which are grounded in empirical data, offer a useful method for identifying audience needs and security risks, enabling a tailored approach to business-specific awareness activities.

Computers & Security

It offers a systematic procedure for generating theories that are grounded in empirical data and describe how people's constructions of reality are manifested in behaviours [33].

The Journal of Headache and Pain

UNICEF's work is grounded in empirical data, rigorous research and thoughtful analysis.

UNICEF

Whilst this model is grounded in empirical data, it too has yet to be validated.

BMC Medical Education

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

Interpretation of the results was from a Grounded Theory perspective [ 23, 24], which aims to discover hypotheses about a phenomenon, in this case balancing work with care giving, by grounding them in empirical data, especially in practical interactions and social processes.

BMC Health Services Research

This is a piece of research that is rich in insight and grounded in empirical evidence.

The New York Times

Evidence-based policy, public policies, programs, and practices that are grounded in empirical evidence.

Encyclopedia Britannica

It is essential for policies to be grounded in empirical evidence.

HuffPost

Applying the social marketing framework to the data will help order the analysis and generate future policy options for providing high quality Palliative care grounded in the empirical data.

BMC Health Services Research

Expert writing Tips

Best practice

When using "grounded in empirical data", ensure that the data is clearly cited and accessible to maintain credibility and allow for verification.

Common error

Avoid presenting conclusions as unequivocally true simply because they are "grounded in empirical data". Acknowledge potential biases, limitations in data collection, and alternative interpretations.

Linguistic Context

The phrase "grounded in empirical data" functions as an adjectival phrase, modifying a noun to indicate that something (a theory, conclusion, policy, etc.) is based on real-world evidence and observation. Ludwig AI confirms its usability in written English.

Expression frequency: Common

Frequent in

Science

70%

News & Media

15%

Formal & Business

15%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "grounded in empirical data" is a common and grammatically correct adjectival phrase used to emphasize that a claim or idea is based on evidence and observation. According to Ludwig AI, it's suitable for written English and frequently appears in formal and scientific contexts. Related phrases include "based on empirical evidence" and "supported by empirical research". When using the phrase, it's essential to cite data clearly to ensure credibility, but also to avoid overstating the objectivity of the results. The phrase is used across scientific publications, news reports, and formal documents, signifying a commitment to verifiable facts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on empirical evidence

Emphasizes the evidence as the primary foundation, rather than the data itself.

rooted in empirical findings

Highlights the origin or source being the empirical findings.

supported by empirical research

Focuses on the research aspect as providing support.

informed by empirical studies

Indicates that studies have shaped or guided the concept.

validated by empirical analysis

Highlights the validation process through empirical analysis.

derived from observed data

Focuses on the data as the source from which something is derived.

substantiated by experimental results

Specifically refers to experimental results as providing support.

underpinned by factual information

Emphasizes the factual nature of the information used as a base.

founded on real-world observations

Highlights the practical and real-world basis of the observations.

built upon concrete data

Focuses on the tangible and solid nature of the data.

FAQs

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

Use "grounded in empirical data" to emphasize that a theory, conclusion, or policy is based on evidence and observation rather than speculation. For example, "The study's findings are "grounded in empirical data" collected over a decade."

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

Alternatives include "based on empirical evidence", "supported by empirical research", or "informed by empirical studies". The best choice depends on the specific context and nuance you want to convey. For example, "The policy is "based on empirical evidence"".

Is it redundant to say "grounded in data" when 'data' is understood to be empirical?

While 'data' often implies an empirical basis, specifying "grounded in empirical data" can reinforce the reliance on observation and measurement, especially when contrasting it with theoretical or speculative approaches. It provides emphasis and clarity.

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

"Grounded in empirical data" indicates a conclusion derived from observed and measured evidence, while "based on theoretical assumptions" signifies a conclusion built on abstract models and postulates. One relies on objective evidence, the other on conceptual frameworks.