empirically shown

USAGE SUMMARY

"empirically shown" is correct and can be used in written English.
It is typically used when discussing something that has been proved or demonstrated through observation or experience, rather than just through theoretical reasoning. Example: Researchers have empirically shown that regular exercise can improve cognitive function in older adults.

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

The emotions experienced by the participants of these gatherings contribute to social inclusion and identification with the collective, as empirically shown in a variety of experiments [11].

EPJ Data Science

An additional metric of specificity on the Codelink bioarrays is the use of 54 negative control bacterial probes spotted in 4X redundancy, which were designed and empirically shown not to cross hybridize to human transcripts [ 6].

BMC Biotechnology

Petrostates are empirically shown to become aggressive against their neighbors when oil prices skyrocket.

The Washington Post

There are many factors that have been adduced, and in some cases empirically shown, to have contributed to greater inequality.

Harvard Business Review

Such exercises have been empirically shown to increase well-being by allowing people to recognize the good things in their lives and the reasons they matter.

Harvard Business Review

The importance of hardening of the low energy photon radiation is discussed, its performance and feasibility is empirically shown and sustained by basic numerical simulations.

Applied Radiation and Isotopes

Although several strategy scholars have pleaded for a pluralistic approach, not many have empirically shown the actual implementation of pluralism in strategic real estate decisions.

Cities

"We either go forward to do what has been empirically shown to work or we continue to bury our heads in the sand and kids will continue to go to the hospital instead of the classroom," said Ruth Ann Norton, the nonprofit's chief executive.

The Washington Post

It is empirically shown that the proposed orthogonal array based crossover outperforms significantly both the existing orthogonal array based crossovers and standard crossovers on solving parametrical benchmark functions that interactions exist between variables.

Expert Systems with Applications

It is empirically shown that the error of the approximation of the parameter variance by the inverse of the Fisher information is reduced as the number of replicated points is increased.

Computational Statistics & Data Analysis

It is empirically shown that the approximation does not impair the quality of the obtained solutions given a budget of objective function evaluations, while considerably reducing the computation time in the case of multiple objectives.

Artificial Intelligence

Expert writing Tips

Best practice

Use "empirically shown" to indicate findings derived from direct observation or experimentation, rather than theoretical reasoning. This emphasizes the practical evidence supporting your statement.

Common error

Avoid using "empirically shown" when the evidence is weak or based on a small sample size. Ensure the data is robust and the methodology sound to avoid misleading your audience.

Linguistic Context

The phrase "empirically shown" functions as a descriptor, indicating that a particular claim or statement has been demonstrated through observation, experimentation, or data analysis. This highlights the evidence-based nature of the information. Ludwig confirms that this usage is correct and appropriate.

Expression frequency: Very common

Frequent in

Science

75%

News & Media

15%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "empirically shown" is a grammatically correct and widely used expression to indicate that a claim or statement has been demonstrated through observation, experimentation, or data analysis. According to Ludwig, it serves to emphasize the validity and reliability of information. It is most commonly found in scientific and academic contexts, but also appears in news and media, albeit less frequently. When using "empirically shown", it is important to ensure that the evidence is robust and the methodology is sound to maintain credibility. Alternatives like "demonstrated through evidence" or "proven by experiment" can be used depending on the context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Demonstrated through evidence

Focuses on the evidence used to support the demonstration.

Proven by experiment

Highlights the experimental nature of the proof.

Validated through observation

Emphasizes the role of observation in the validation process.

Confirmed through testing

Underscores the confirmation of results through testing.

Substantiated by data

Highlights the use of data to substantiate a claim.

Evidenced by research

Focuses on research as the source of evidence.

Shown through analysis

Emphasizes the role of analysis in demonstrating the result.

Determined by empirical study

Highlights the empirical study that led to the determination.

Established through rigorous testing

Indicates that the testing process was thorough and precise.

Ascertained through methodical investigation

Highlights the meticulous and systematic nature of the investigation.

FAQs

How can I use "empirically shown" in a sentence?

Use "empirically shown" to introduce a statement that has been proven through observation or experimentation. For example, "It has been "empirically shown" that regular exercise improves cardiovascular health".

What is a good alternative to "empirically shown"?

Alternatives include "demonstrated through evidence", "proven by experiment", or "validated through observation", depending on the specific context.

What kind of studies can be described as "empirically shown"?

Studies that involve direct observation, experimentation, and data collection can be described as ""empirically shown"". These studies rely on evidence to support their conclusions.

Is "empirically shown" the same as "theoretically proven"?

No, ""empirically shown"" refers to evidence-based findings, while "theoretically proven" refers to conclusions derived from logical reasoning and abstract models. The former relies on real-world data, whereas the latter relies on logical coherence.