based on survey data

USAGE SUMMARY

The phrase "based on survey data" is correct and usable in written English.
You can use it when discussing findings, conclusions, or analyses that rely on information gathered from surveys. Example: "The conclusions drawn in this report are based on survey data collected from over 1,000 participants."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

According to the best of our knowledge, no previous cardiovascular population-based study has reported a similar methodology, based on survey data and national "medical administrative database".

BMC Medical Research Methodology

This statement is based on a study of theirs based on survey data.

The New York Times

The final story, Old Age Care by Hu, examines the receipt of social care by older people, and is based on survey data.

The Guardian

"People that are in charge of measuring inequality based on survey data know that the both ends of the distribution are underrepresented – or, even better, misrepresented," he says.

The Guardian - Business

But the finding, based on survey data gathered from 1999 to 2006 by the federal Centers for Disease Control and Prevention and published in Wednesday's issue of The Journal of the American Medical Association, was greeted with guarded optimism.

The New York Times - Health

These numbers are estimates from CONAPO, the Mexican census analysis agency, based on survey data from bus stations near the border, and other places where migrants congregate.

The New York Times

Mexican government estimates based on survey data show not just a decrease in migration overall, but also an increase in border crossings with documents.

The New York Times

(Violent-crime stats are usually based on survey data rather than police reports, since many crimes are never reported to the police; but homicide victims tend not to respond to surveys).

The Economist

There may have been some guesses floating out there before, but this is the first time there are numbers based on survey data analyzed in a rigorous and scientific way".

The New York Times

The new study was based on survey data, including case studies, and national administrative records.

BBC

Traditionally, quantitative investigation of human movements was largely based on survey data.

EPJ Data Science

Expert writing Tips

Best practice

When using "based on survey data", specify the source and sample size of the survey to enhance credibility. For example, "Based on survey data from a sample of 500 adults...".

Common error

Avoid making broad claims without acknowledging the limitations of the survey data. Instead of saying, "People prefer X," state, "According to the survey data, X% of respondents indicated a preference for X."

Linguistic Context

The phrase "based on survey data" functions as a prepositional phrase that modifies a noun or verb, indicating the evidentiary foundation for a statement or conclusion. Ludwig indicates that the phrase is correct and usable in written English. For instance, "The study is based on survey data..."

Expression frequency: Very common

Frequent in

Science

47%

News & Media

40%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "based on survey data" is a grammatically sound and frequently used phrase across various domains, including science, news media, and formal business settings. Ludwig confirms its correctness and usability, further supporting its prevalent use in academic and professional writing.

This phrase effectively lends credibility to claims by anchoring them in empirical evidence gathered through surveys. For enhanced clarity, consider specifying the survey's source and sample size. Be cautious about overgeneralizing survey findings without properly acknowledging limitations. Consider using alternative phrases like "derived from survey results" or "informed by survey findings" to add variety to your writing. The frequency of use of the phrase "based on survey data" makes it an important asset to your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

derived from survey results

Emphasizes the origin of the information as extracted from the survey results.

informed by survey findings

Highlights how the survey findings shaped or influenced a conclusion or analysis.

according to survey data

Directly attributes the information to the survey data.

relying on survey data

Focuses on the dependence of the analysis on the survey data.

using survey data as a basis

Indicates that survey data serves as the foundation for something else.

drawing on survey evidence

Suggests the use of specific evidence extracted from the survey.

survey data indicates

Emphasizes that the survey data points to a particular conclusion.

the survey data suggests

Indicates that the survey data offers a hint or implication.

as evidenced by survey data

Highlights that the survey data provides evidence or support for a claim.

analysis of survey data shows

Focuses on the results of analyzing the survey data.

FAQs

How can I use "based on survey data" in a sentence?

You can use "based on survey data" to introduce findings or conclusions derived from surveys. For example, "The report's conclusions are "based on survey data" collected in Q1 2024".

What are some alternatives to saying "based on survey data"?

Alternatives include phrases like "derived from survey results", "informed by survey findings", or "according to survey data". The best choice depends on the specific context and nuance you wish to convey.

Is it better to say "based on survey data" or "according to survey data"?

Both ""based on survey data"" and "according to survey data" are grammatically correct and widely accepted. The choice depends on the specific emphasis you want to give to the sentence.

How can I strengthen claims "based on survey data"?

To strengthen claims ""based on survey data"", provide specific details about the survey methodology, sample size, and margin of error. This adds credibility to your analysis.