drawing from empirical data

USAGE SUMMARY

The phrase "drawing from empirical data" is correct and usable in written English.
You can use it when discussing research, analysis, or conclusions that are based on observed and measured evidence rather than theory or speculation. Example: "The study's findings are drawing from empirical data collected over a five-year period, providing a solid foundation for the conclusions drawn."

✓ Grammatically correct

Academia

Formal & Business

News & Media

Science

Encyclopedias

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

In addition, this work often relies on causal inferences drawn from empirical data collected on worker characteristics and their workplace outcomes.

Social Science Research

To begin to answer these questions, this paper draws on insights from empirical data from an online survey on the views and experiences of clinical trial practitioners working in paediatric and neonatal emergency care settings.

BMC Medical Ethics

In this review, we draw from empirical and theoretical data to summarize evidence showing that synthetic associations do not underlie many reported GWAS associations.

Human Molecular Genetics

Drawing on empirical data from qualitative interviews, participant observation and document analysis, we analyse how the design of an extension programme shapes its delivery, its outcomes and the measurability of outcomes.

Journal of Rural Studies

Drawing on empirical data from in-depth interviews with fathers across eleven countries, the book shows that the experiences and social processes associated with fathers' home alone leave involve a diversity of trends, revealing both innovations and absence of change, including pluralization as well as the constraining influence of policy, gender, and social context.

Springer

For the validity of conclusions drawn from such empirical data, the problem set used for evaluation is of critical importance.

Artificial Intelligence

Drawing on empirical data, Bok, a president emeritus of Harvard, observes that "many seniors graduate without being able to write well enough to satisfy their employers.

The New York Times - Books

Under the assumption that effect sizes for non-causal SNPs are drawn from a Normal distribution, N μ,σ2), Farh et al. derive from empirical data the sample standard deviation, σs, and the expected mean association signal, μs, which scales linearly with the LD to the true causal SNP.

Nature

Step 3. Calculating selection coefficients from empirical data.

Massachusetts Institute of Technology

These limits, calculated from empirical data, are only approximate.

Encyclopedia Britannica

Further evidence from empirical data is needed.

British Journal of Cancer

Expert writing Tips

Best practice

When using "drawing from empirical data", clearly cite the sources of your data to maintain credibility and allow readers to verify your findings.

Common error

Avoid making broad conclusions based on a small or unrepresentative sample of empirical data. Ensure your data is sufficient to support the claims you are making.

Linguistic Context

The phrase "drawing from empirical data" functions as a verb phrase, often used to describe the methodology or basis of a study, analysis, or argument. Ludwig indicates this phrase is usable in written English.

Expression frequency: Missing

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Ludwig's WRAP-UP

In summary, the phrase "drawing from empirical data" is a grammatically sound and widely accepted expression that signifies the use of real-world evidence to support an argument or analysis. While Ludwig AI indicates that it is correct, the lack of examples suggests it may be less common. Its usage is most prevalent in formal and scientific contexts, emphasizing credibility and objectivity. When employing this phrase, it's crucial to properly cite sources and avoid overgeneralization from limited data. Alternatives such as "basing on empirical evidence" or "relying on empirical findings" can be used to convey similar meanings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

basing on empirical evidence

This alternative focuses on the foundation of the analysis, emphasizing that the evidence is the starting point.

relying on empirical findings

This phrase highlights the dependence on research results for the analysis.

using empirical data as a basis

This version emphasizes the function of the data as a foundation or starting point.

deriving from empirical observations

This alternative stresses the origin of the insights in direct observations.

informed by empirical studies

This phrase indicates that the analysis is shaped and guided by the insights from empirical research.

supported by empirical research

This alternative highlights the validation aspect, showing that research backs up the claims.

drawing insights from data

This version focuses on obtaining conclusions and understandings from data.

utilizing empirical evidence

This alternative emphasizes the active employment of evidence.

grounded in empirical analysis

This phrase stresses that the analysis is firmly based on empirical methods.

based upon empirical data

This alternative is a more formal way to express that something is founded on data.

FAQs

What does "drawing from empirical data" mean?

It means using real-world evidence and observations to support a conclusion or argument. This approach relies on verifiable data rather than speculation or theory alone.

How can I use "drawing from empirical data" in a sentence?

You might say, "The study's conclusions are drawing from empirical data collected over several years", indicating that the study's findings are based on observed evidence.

What are some alternatives to "drawing from empirical data"?

You can use alternatives like "basing on empirical evidence", "relying on empirical findings", or "using empirical data as a basis" to convey a similar meaning.

What is the difference between "drawing from empirical data" and "theoretical analysis"?

"Drawing from empirical data" involves using real-world observations and evidence, while "theoretical analysis" relies on abstract reasoning and models. Empirical data provides concrete support, whereas theoretical analysis provides a framework for understanding.