substantiated by data

USAGE SUMMARY

The phrase "substantiated by data" is correct and usable in written English.
You can use it when discussing evidence or support for a claim, argument, or conclusion that is backed by factual information. Example: "The findings of the study are substantiated by data collected from over 1,000 participants, demonstrating a clear trend."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

13 human-written examples

However, the use of IADT in the setting of prostate cancer has not been strongly substantiated by data from clinical trials.

Asian Journal of Urology

While this is a simple example, the underlying principle is substantiated by data my team has accumulated over the last three years.

TechCrunch

Accordingly, the objective data from questionnaire were first analyzed and interpreted, and then substantiated by data from qualitative sources (i.e. key informant interviews and semi-participant observations) in a sequential way.

Forest Ecosystems

This increase is substantiated by data from the National Association of Software and Service Companies (NASSCOM), a trade association, whose membership accounts for 95%% of industry revenues ([NASSCOM 2012a]).

Journal of Innovation and Entrepreneurship

There is also some indication, although not substantiated by data, that in areas where orangutans have not been hunted for a long time, such as the Kinabatangan area in Malaysian Borneo, they tend to be easier to see than in areas where hunting still occurs.

Plosone

Points to consider are preferred for those projects where the advice cannot be substantiated by data or for clinical areas where the term 'recommendation' is simply avoided.

Annals of the Rheumatic Diseases

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

Conclusions: The conclusions were substantiated by the data presented, but without information about any comparison or control group, it is difficult to gauge the impact of the curricular intervention (over that of secular trend etc).

F1000Research

The close relationship to Clitellata as shown by the NucMt data set (Fig. 2) is not substantiated by morphological data.

BMC Evolutionary Biology

None of these views has been substantiated by epidemiological data.

Cornell University

None of them is substantiated by the data presented in the publications," he said.

The Guardian

The known dependence of τrad on refractive index is substantiated by comparing data for solid-state samples and solutions.

Coordination Chemistry Reviews

Expert writing Tips

Best practice

When using "substantiated by data", ensure that the data source is credible and relevant to the claim being made. Clearly cite your data sources to enhance the trustworthiness of your statement.

Common error

Avoid using "substantiated by data" if the data only weakly supports your claim. Ensure the data strongly and directly supports your statement to avoid misleading your audience.

Linguistic Context

The phrase "substantiated by data" serves as a descriptor indicating that a statement, claim, or hypothesis is supported by factual information or empirical evidence. This phrase is commonly used to add credibility and weight to an argument.

Expression frequency: Uncommon

Frequent in

Science

79%

News & Media

16%

Academia

5%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "substantiated by data" is a phrase used to express that a statement or claim is supported by factual evidence, as confirmed by Ludwig. It is grammatically correct and most commonly found in scientific and news-related contexts. Alternative phrases include "supported by evidence" or "confirmed by data". When using this phrase, ensure that the data is credible and directly supports the claim to avoid misleading your audience. Be mindful of overstating conclusions not fully "substantiated by data". This phrase is helpful for lending credibility and trustworthiness to your arguments.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

supported by evidence

Focuses on the general concept of evidence rather than specifically data.

confirmed by data

Emphasizes the confirmation aspect of the data.

validated by data

Highlights the validation aspect of the data.

verified by data

Stresses the verification of something through data.

backed up by data

Uses a more informal phrasal verb to indicate support.

corroborated by data

Indicates that the data provides additional support to an existing idea.

demonstrated by data

Focuses on the data showing or proving something.

proven by data

Emphasizes the conclusive nature of the data.

justified by data

Highlights how data provides a reason or basis for something.

informed by data

Indicates that data has influenced or shaped something.

FAQs

How can I use "substantiated by data" in a sentence?

Use "substantiated by data" to indicate that a claim or hypothesis is supported by factual evidence. For example, "The researcher's conclusions were "supported by evidence" from multiple studies".

What are some alternatives to "substantiated by data"?

Alternatives include "supported by evidence", "confirmed by data", or "validated by data", depending on the specific nuance you wish to convey.

Is it better to say "supported by data" or "substantiated by data"?

Both phrases are correct, but "substantiated by data" often implies a more rigorous or formal validation process. "Supported by evidence" is a broader term that can encompass various types of evidence, not just data.

What does it mean for a claim to be "substantiated by data"?

When a claim is "substantiated by data", it means that there is empirical evidence or factual information that supports the truth or validity of that claim. The data serves as "demonstration" of the claim's accuracy.