corroborated with data

USAGE SUMMARY

The phrase "corroborated with data" is correct and usable in written English.
It can be used when discussing the validation or support of a claim or argument through the use of data or evidence. Example: "The findings of the study were corroborated with data from multiple sources, strengthening the overall conclusions."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

These performance differences were corroborated with data from seven other non-STA Florida-based treatment wetlands.

Ecological Engineering

The ability to predict the multilayer thickness and the relative pressure at which phase transition takes place is corroborated with data reported in literature, finding good fittings in this work.

Chemical Engineering Science

This emerging complex pattern as regarding HYAL expression and activity is corroborated with data obtained from other cancer tissues [ 81].

BioMed Research International

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

On the other hand, women had greater difficulties in expressing their needs to others and higher social anxiety regarding criticism and rejection, corroborating with data found in the literature (Caballo et al., 2014; Muller et al., 2009).

Psicologia: Reflexão e Crítica

Limitations of the routinely collected data quality will be addressed by corroborating with data collected by the clinician locally.

Human Resources for Health

These results corroborate with data described for yeast, which associates the mitochondrial machinery for [Fe-S] cluster biosynthesis as being responsible for maturation of cytosolic Fe-S proteins.

BMC Plant Biology

The position of Stagonospora nodorum (Dothiomycetes) as a basal lineage in the Pezizomycetes is highly supported in our analysis (> 90% bootstrap) (Fig. 1, Additional file 5) and corroborates with data from James et al. [ 10] and Robbertse et al. [ 17] who used maximum parsimony.

BMC Evolutionary Biology

Corroborating with data elicited from the in-depth interviews, the two focus groups affirmed that their contribution and support to implement CHPS has been tremendous and as a result they firmly rated the community's contribution on the spider-gram at point 5.

BMC Health Services Research

Transcript data corroborated with protein data showing increased expression of BMP2 and phosphorylation of Smad.

Cell Death and Disease

Primary data have been collected through field monitoring and corroborated with historical data through discussions with plant operators.

Applied Water Science

The numerical results are corroborated with experimental data, obtaining a satisfactory agreement along the loading procedure.

Composite Structures

Expert writing Tips

Best practice

When using "corroborated with data", ensure the data sources are clearly identified and reliable. This strengthens the credibility of your statement.

Common error

Avoid claiming that data "proves" something definitively. "Corroborated with data" indicates strong support, but rarely provides absolute proof.

Linguistic Context

The phrase "corroborated with data" functions as a passive verb construction followed by a prepositional phrase. This construction indicates that certain findings or claims have been strengthened and confirmed through the use of data. Ludwig examples show this usage in scientific and formal contexts.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "corroborated with data" is a phrase used to convey that certain findings or claims have been confirmed through the use of data, enhancing their credibility. While grammatically sound, it is more frequent in formal and scientific contexts. Ludwig AI's analysis indicates that the phrase serves to assure an audience that information is supported by concrete evidence. Alternatives like ""validated by data"" and "supported by data" offer similar but potentially less emphatic ways to express this concept.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

validated by data

Focuses on the confirmation of accuracy through data.

supported by data

Indicates that data provides evidence for a claim.

confirmed by data

Emphasizes the data's role in verifying something.

verified using data

Highlights the process of verification involving data.

substantiated with data

Suggests that data provides firm evidence.

evidence supports

Shifts the focus to evidence as the primary support.

data confirms

Data as the subject that confirms a statement.

data validates

Similar to "validated by data", but data is the subject

data supports the theory

More specific; focusing on data that underpins a theory.

results aligned with

Emphasizes an alignment between findings and a previous hypothesis.

FAQs

What does "corroborated with data" mean?

It means that certain information or findings are supported and confirmed by relevant data, making the claims more credible. It implies that the data provides evidence that aligns with and strengthens the initial statements or findings.

How do I use "corroborated with data" in a sentence?

Use "corroborated with data" to indicate that findings or statements are supported by data. For example: "The research findings were "validated by data" from multiple studies."

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

You can use alternatives such as "supported by data", "confirmed by data", or ""validated by data"" to express a similar meaning.

Is it better to say "supported by data" or "corroborated with data"?

Both are correct, but "corroborated with data" suggests a stronger confirmation and is often used in more formal or scientific contexts, while "supported by data" is more general. The choice depends on the context and the degree of emphasis you want to convey.