backed by data

USAGE SUMMARY

"backed by data" is a correct and usable phrase in written English.
You can use it when you want to emphasize that your argument is supported or verified by evidence or research. For example, "The effectiveness of this new marketing strategy is backed by data."

✓ Grammatically correct

News & Media

Academia

Science

Human-verified examples from authoritative sources

Exact Expressions

38 human-written examples

Indeed, it is backed by data.

The Economist

Agarwal's conclusions are backed by data.

The Guardian

And it turned out, it's backed by data.

The Washington Post

Everything has been researched and is backed by data.

The New York Times

It's an annual guessing game of sorts, one backed by data but also plagued with uncertainty.

The Guardian

They need an understanding of economics, backed by data and tested on real-world problems.

Cornell University

Human-verified similar examples from authoritative sources

Similar Expressions

22 human-written examples

Ensure "feel good" campaigns are backed by data-rich portfolios that detail the specifics.

Forbes

Regardless of the size and density- the slightest of business decisions can play a profound role in the profitability of the farms themselves, and these decisions need to be backed by data-driven business intelligence.

Forbes

Resources poured in to challenge overweight people's lifestyles, backed by hard data on health.

Independent

One woman told the gathering, to applause: "You are creating your own hysteria not backed by the data.

The Guardian

The model also predicts some trends, backed by experimental data, regarding the effect of particle size, particle size distribution and fluid velocity on dispersion.

Chemical Engineering Science

Expert writing Tips

Best practice

When using the phrase "backed by data", ensure that the data is relevant, reliable, and appropriately cited to maintain credibility.

Common error

Avoid assuming that because something is "backed by data", it automatically implies causation. Correlation does not equal causation; ensure your claims are logically sound and not just statistically supported.

Linguistic Context

The phrase "backed by data" functions as a post-modifier, typically used to add credibility and authority to a statement by indicating that it is supported by factual information. Ludwig AI confirms this through its numerous examples, highlighting its role in reinforcing claims.

Expression frequency: Very common

Frequent in

News & Media

42%

Science

29%

Formal & Business

14%

Less common in

Academia

14%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "backed by data" is a powerful tool for lending credibility to statements across various contexts. Ludwig AI analysis confirms its grammatical correctness and widespread usage, particularly in news, scientific, and business domains. Remember to use this phrase judiciously, ensuring that the cited data is relevant and reliable. While it's often used to strengthen arguments, avoid logical fallacies such as assuming causation from correlation. The examples show that "backed by data" is a valuable asset for persuasive and informative communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

supported by evidence

Replaces "data" with "evidence", broadening the scope of supporting information.

substantiated by facts

Uses stronger terms emphasizing the factual basis of the support.

validated by research

Specifically highlights support from research findings.

confirmed by analysis

Focuses on analytical confirmation as the basis of support.

demonstrated by statistics

Narrows the supporting information to statistical data.

verified with information

Emphasizes the verification aspect of information support.

informed by insights

Shifts the focus to insights gained from data, rather than just raw data.

justified by findings

Highlights findings as the reason for justification, similar to data support.

corroborated by figures

Uses "figures" to specify numerical data, offering similar meaning.

underpinned by analytics

Uses "analytics" to highlight the use of analytical processes, offering a similar meaning to data.

FAQs

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

You can use "backed by data" to emphasize that a claim, decision, or theory is supported by evidence. For example, "The marketing strategy's success is "backed by data" from customer surveys and sales figures."

What are some alternatives to "backed by data"?

Alternatives include phrases like "supported by evidence", "substantiated by facts", or "validated by research", depending on the specific context.

Is it redundant to say "backed by data and research"?

While not strictly redundant, it can be more concise to simply use "backed by data" if the data itself comes from research. If the data comes from various sources (not just research), then specifying "backed by data and research" might add clarity.

What's the difference between "backed by data" and "based on data"?

"Backed by data" emphasizes that the data provides support or evidence for a claim or decision. "Based on data" simply means that the data was used as a foundation or starting point, but doesn't necessarily imply strong support. They can be synonyms, and their difference is very small.