corroborated by data

USAGE SUMMARY

The phrase "corroborated by data" is correct and usable in written English.
You can use it when you want to indicate that a claim or statement is supported or confirmed by factual information or evidence. Example: "The findings of the study were corroborated by data collected from multiple sources, reinforcing the validity of the conclusions drawn."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

23 human-written examples

This sinking feeling is unfortunately corroborated by data: Real wages for most Americans are no better than in 1970.

The New York Times

The above results were corroborated by data collected from two laboratory ponds operated in parallel; one having a tapered and the other a rectangular surface area.

Water Research

This hypothesis was corroborated by data presented in Table 7, which showed that old settler households had a higher overall percentage of male calves but a lower overall percentage of bulls.

Pastoralism

The three findings presented here—hope for perpetuity of the biobank despite funding constraints, lack of plan for the specimens should the biobank close, and perceived underutilization of the specimens and associated data emerged during the course of the interviews and were corroborated by data from our larger survey.

Life Sciences, Society and Policy

This decrease in homelessness has been corroborated by data from the U.S. Department of Education.

Huffington Post

Fact-checkers from all across the internet have shown that border apprehensions are on the decline, a fact corroborated by data from U.S. Customs and Border Protection. .

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

37 human-written examples

In contrast, our molecular data show that Petrocosmea consists of five clades corroborated by morphological data as prementioned.

BMC Plant Biology

Third, this study is a pilot study, and our findings were not corroborated by histopathological data showing extensive proximal tubular uptake in apical endocytic vesicles, nor by data on hepcidin expression or mRNA content in the kidney or macrophages.

BMC Nephrology

Because there is evidence that there was no prohibition against plebeians becoming consuls, scholars have suggested that the reason for the innovation was the growing military and administrative needs of the Roman state; this view is corroborated by other data.

Encyclopedia Britannica

"If this evidence is corroborated by upcoming data from the Planck satellite, we will be able to gain insight into the possible existence of the multiverse," the authors wrote.

The New York Times - Science

Some of the themes were corroborated by quantitative data on drinking behavior and other variables.

Addictive Behaviors

Expert writing Tips

Best practice

Use "corroborated by data" to strengthen claims by explicitly referencing the factual basis for your statements. This enhances credibility and demonstrates a commitment to evidence-based reasoning.

Common error

While "corroborated by data" is grammatically sound, overuse of passive voice can make writing seem less direct. Consider active constructions like "Data corroborate..." for a more impactful delivery.

Linguistic Context

The phrase "corroborated by data" functions as a descriptive element, indicating that a statement, finding, or hypothesis is supported or confirmed by factual information. Ludwig's examples show its prevalent use in academic and news contexts.

Expression frequency: Common

Frequent in

Science

75%

News & Media

21%

Encyclopedias

4%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "corroborated by data" is a useful phrase to indicate that information or findings are supported by factual evidence. Ludwig AI confirms its grammatical correctness and prevalence in academic and news contexts. While the phrase is generally formal, you can sometimes opt for a more direct, active construction. Alternatives such as "supported by evidence" or "validated by data" offer similar meanings, but ""corroborated by data"" emphasizes the confirmatory nature of the data. Be careful to not overuse the passive voice.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

supported by data

Replaces "corroborated" with "supported", indicating a general backing by data without necessarily implying confirmation.

validated by data

Substitutes "corroborated" with "validated", suggesting that the data confirms the accuracy or legitimacy of something.

confirmed by data

Replaces "corroborated" with "confirmed", implying that the data provides verification of a previous statement or finding.

substantiated by data

Uses "substantiated" instead of "corroborated", emphasizing that the data provides evidence to support the claim.

verified by data

Replaces "corroborated" with "verified", suggesting that the data confirms the truth or accuracy of something.

evidenced by data

Uses "evidenced" to replace "corroborated", focusing on the data as providing visible proof.

borne out by data

Replaces "corroborated" with "borne out", indicating that the data supports or proves something over time.

shown by data

Replaces "corroborated" with "shown", indicating that data demonstrates or reveals something.

demonstrated by data

Substitutes "corroborated" with "demonstrated", highlighting that the data clearly proves a point.

established by data

Replaces "corroborated" with "established", meaning the data has firmly proven or created something.

FAQs

What does "corroborated by data" mean?

It means that certain information or findings are supported and confirmed by factual evidence or data. It implies that the data strengthens the validity of a statement or claim.

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

You can use it to show that a statement or claim is backed up by evidence. For example, "The initial hypothesis was "corroborated by data" from the clinical trials."

What can I say instead of "corroborated by data"?

You can use alternatives like "supported by evidence", "validated by data", or "confirmed by data" depending on the specific context.

Is it better to say "the data corroborates" or "corroborated by data"?

Both are grammatically correct, but "the data corroborates" is more active and direct, while ""corroborated by data"" is passive. The choice depends on the desired emphasis and writing style.