on misleading data

USAGE SUMMARY

The phrase "on misleading data" is correct and usable in written English.
It can be used when discussing conclusions, decisions, or actions that are based on incorrect or deceptive information. Example: "The report's findings were flawed because they were based on misleading data."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

To the Editor: Arizona's decision to stop financing some lifesaving transplants was short-sighted and based on misleading data on transplant outcomes.

The New York Times

They suggested that Mr. Martin had relied on misleading data about the cable industry's reach, and suppressed more reliable data already in the commission's hands, to justify his regulatory agenda.

The New York Times

Such errors waste limited resources and can result in programmatic decisions based on misleading data.

Conflict and Health

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

Carnoy and Rothstein argue that his statement is based on the misleading data.

Huffington Post

They said that the report relied on incomplete and misleading data to conclude that there was no evidence of racial bias even though only two of the 20 people on federal death row, after the execution Monday of Timothy J. McVeigh, are white.

The New York Times

For much of what government does, Deaton says, it is far more rigorous to base decisions on whether they actually improve lives than on some other potentially misleading data.

The New York Times - Magazine

The study demonstrated the misleading data on the incidence of Salmonella infections based only on numbers of stool culture-confirmed cases.

BioMed Research International

Storming your HR department to demand fair pay based on what could be misleading data shared haphazardly is unlikely to result in what you really want — fair pay based on the current labor market for your position and qualifications.

TechCrunch

As such, incorrect use of fluorescent dyes can yield misleading data on yields of photosensitized O2  production and can also lead to photooxygenation-dependent adverse effects on the system being investigated.

BioMed Research International

Drugs tested on such samples would generate false and misleading data.

BMC Biotechnology

This is in line with clinical observations reporting an efficacy of 34% for trastuzumab [ 28] and serves to highlight that relying on a single cell line could generate incorrect or misleading data.

Breast Cancer Research

Expert writing Tips

Best practice

When writing about decisions or conclusions based on data, always verify the data's accuracy and reliability to avoid basing your statements "on misleading data".

Common error

Avoid making premature conclusions based "on misleading data" gathered early in a study. Always wait for a comprehensive dataset and cross-validate findings to ensure accuracy.

Linguistic Context

The phrase "on misleading data" functions as a prepositional phrase that typically modifies a verb or noun, indicating the basis or reason for an action or belief. As seen in Ludwig examples, it describes situations where decisions or conclusions are influenced by data that is inaccurate or deceptive. Ludwig AI confirms its usability in written English.

Expression frequency: Common

Frequent in

News & Media

40%

Science

40%

Formal & Business

20%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "on misleading data" effectively conveys that a decision, conclusion, or statement is based on inaccurate or deceptive information. Ludwig AI confirms its grammatical correctness and usability. While commonly found in news and scientific contexts, it maintains a neutral register suitable for various settings. It's crucial to recognize the potential pitfalls of relying "on misleading data" and to prioritize the verification of data sources to ensure the validity of any resulting claims.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

predicated on questionable data

Replaces "misleading" with "questionable", implying doubt about the reliability of the data.

regarding skewed results

Uses "skewed" to describe the data, emphasizing its distortion and potential to mislead.

concerning spurious data

Replaces "misleading" with "spurious", emphasizing the lack of authenticity or validity of the data.

concerning misrepresented facts

Highlights the misrepresentation of facts due to the data's flawed nature.

about inaccurate statistics

Shifts focus to statistics, a specific form of data, and uses "inaccurate" instead of "misleading".

about distorted information

Highlights that the information is altered from its original state and therefore unreliable.

regarding deceptive information

Focuses on the deceptive nature of the information rather than the data itself.

relying on flawed figures

Emphasizes the act of relying on imperfect data, using "flawed figures" as a substitute for "misleading data".

grounded in fallacious evidence

Focuses on the logical fallacy present in the evidence derived from the data.

based on unsubstantiated claims

Highlights the lack of evidence supporting the claims derived from the data.

FAQs

How can I use "on misleading data" in a sentence?

You can use "on misleading data" to describe decisions, conclusions, or actions that are based on incorrect or deceptive information. For example: "The policy was based "on misleading data", leading to unintended consequences."

What are some alternatives to "on misleading data"?

Some alternatives include "based on inaccurate information", "relying on false data", or "concerning spurious data" depending on the context.

Is it better to say "based on incomplete data" or "on misleading data"?

While both phrases indicate problems with the data, "based on incomplete data" refers to data that is missing some information, whereas "on misleading data" indicates that the data presents information that is incorrect or deceptive. The choice depends on the specific issue with the data.

How does using "on misleading data" affect the credibility of a report?

If a report relies "on misleading data", its conclusions are likely to be flawed and unreliable, severely undermining its credibility. It's crucial to ensure the data's accuracy and validity to maintain the report's trustworthiness.