the data confirm that

USAGE SUMMARY

The phrase "the data confirm that" is correct and usable in written English.
You can use it when presenting evidence or findings that support a particular conclusion or statement based on data analysis. Example: "The data confirm that there is a significant correlation between exercise and improved mental health."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

53 human-written examples

The data "confirm that the recession in the region is deepening at an alarming rate," said Jennifer McKeown, an economist at Capital Economics in London.

The New York Times

Therefore, the data confirm that PI4KIIα is expressed in pancreatic β cells.

Biophysics Reports

The data confirm that protonation of an active site residue or the bound peroxide is essential for chloride oxidation.

Inorganica Chimica Acta

The data confirm that Himalaya 292 may be of value in foods designed to assist in the prevention and management of diabetes.

Journal of Cereal Science

The data confirm that rats dose-dependently develop reliable place preferences for a distinct environment paired with bilateral VTA-infusions of heroin.

Pharmacology Biochemistry and Behavior

The data confirm that aqueous 1-MCP solutions are adversely influenced by low levels of chlorine carried over from preceding chlorine dips.

Postharvest Biology and Technology

Human-verified similar examples from authoritative sources

Similar Expressions

7 human-written examples

The data confirms that the UK's economic recovery, albeit uneven, is well underway.

The Guardian - Business

But all the data confirms that anorexia rates have remained steady for 30 years; it's body dissatisfaction (dysmorphia) that's on the rise – a big difference.

The Guardian - Books

Spain's secretary of state for employment, Engracia Hidalgo, says in this statement that the data confirms that Spain's labour market is stabilizing.

The Guardian - Business

Still, the data confirmed that slowing global growth is replacing energy prices and the strong euro as the worst headache for German companies.

The New York Times

The data confirms that enthusiasm for a university education has been only mildly diminished by the 2012 rise in tuition fees to £9,000.

The Guardian

Expert writing Tips

Best practice

When using "the data confirm that", ensure the data is clearly presented and directly supports the conclusion you are making. Avoid overstating the strength of the confirmation if the data is only suggestive.

Common error

Avoid using "the data confirm that" when the data is preliminary, incomplete, or subject to alternative interpretations. Instead, use phrases like "the data suggest that" or "the data indicate that" to reflect uncertainty or the need for further research.

Linguistic Context

The phrase "the data confirm that" functions as a reporting clause, introducing a statement that is asserted to be supported by empirical evidence. As Ludwig AI explains, it is often used to present conclusions drawn from data analysis.

Expression frequency: Common

Frequent in

Science

74%

News & Media

14%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "the data confirm that" is a useful phrase for clearly stating a conclusion supported by data. Ludwig AI highlights that its appropriate use depends on the strength and reliability of the data. While grammatically correct and frequently used, it is important to ensure that the claim is genuinely supported by the evidence to avoid overstating conclusions. Consider alternatives like "the evidence suggests that" when the data are less definitive. The phrase is most commonly found in scientific and news contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the evidence suggests that

Changes from "data confirm" to "evidence suggests", implying a less definitive confirmation.

the findings indicate that

Substitutes "data" with "findings" and "confirm" with "indicate", suggesting a slightly more nuanced interpretation.

the results corroborate that

Replaces "data" with "results" and "confirm" with "corroborate", indicating stronger support or validation.

these statistics validate that

Uses "statistics" to emphasize quantitative data and replaces "confirm" with "validate", suggesting a more formal or scientific context.

the study demonstrates that

Highlights the "study" as the source and replaces "confirm" with "demonstrates", indicating a clear showing of evidence.

analysis supports the idea that

Focuses on "analysis" rather than data and uses "supports the idea" instead of "confirm", framing the information as backing a concept.

the figures establish that

Uses "figures" to emphasize numerical data and "establish" instead of "confirm", implying a firm conclusion.

it is clear from the data that

Adds an introductory phrase "it is clear from" to emphasize the obviousness of the conclusion drawn from the data.

observations reinforce the notion that

Emphasizes "observations" and uses "reinforce the notion", suggesting that evidence strengthens a pre-existing idea.

the information validates the assumption that

Replaces "data" with "information" and uses "validates the assumption", indicating that evidence supports a hypothesis.

FAQs

How can I use "the data confirm that" in a sentence?

Use "the data confirm that" to introduce a statement that is directly supported by the presented data. For example, "The data confirm that the new drug is effective in reducing blood pressure".

What's a good alternative to "the data confirm that"?

Consider alternatives like "the evidence suggests that", "the findings indicate that", or "the results corroborate that" depending on the nuance you want to convey.

Is it too strong to say "the data confirm that" if the data isn't conclusive?

Yes, using "the data confirm that" implies a high degree of certainty. If the data are not entirely conclusive, it's better to use milder phrases like "the data suggest that" or "the data indicate that".

What's the difference between "the data suggest that" and "the data confirm that"?

"The data suggest that" implies that the data point towards a particular conclusion but do not definitively prove it. "The data confirm that" indicates that the data provide strong and direct support for a conclusion, leaving little room for doubt.