on inaccurate data

USAGE SUMMARY

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

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

In the Affymetrix systems the signal from one badly designed probe, which may be based on inaccurate data from a sequence database, can be easily eliminated from further analysis [ 41] without significant decrease in the precision of gene expression estimate, while in the Agilent systems the same design glitch might cause significant difficulties in the evaluation of gene expression levels.

Biology Direct

Josie Rourke, the artistic director of the Bush, said that the proposed cuts appeared to be based on inaccurate data.

The New York Times - Arts

Engineers for tire makers were just learning to use the computer model then and were producing sometimes wildly different results from day to day and then writing elaborate reports based on inaccurate data, he said.

The New York Times

MIAMI — Assertions by the prosecution that Casey Anthony conducted extensive computer searches on the word "chloroform" were based on inaccurate data, a software designer who testified at the trial said Monday.

The New York Times

If the input is not reliable, improving the data collection process from local medical centres is a much better investment than trying to perform automatic detection on inaccurate data.

BMC Medical Informatics and Decision Making

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

"The prime minister's comments," she says, "were made on the basis of inaccurate data.

The Guardian

Speculating on the deliberateness or otherwise of inaccurate data recording is unhelpful, partly because people understandably respond very emotionally to accusations of dishonesty.

The Guardian

On the question of previous views of HES data there were 279 comments, of which 107 relayed experience or perception of inaccurate data.

BMJ Open

Up until recent reforms, all the records in the CSW were maintained manually only on paper without a unified record keeping system leading to inaccurate data on beneficiaries.

Unicef

(Its site was way off on of his mother's home, due to inaccurate data about her room count and square footage).

Forbes

Data are presented demonstrating that inappropriate reference gene selection can have profound influence on study conclusions ranging from divergent statistical outcome to inaccurate data interpretation of significant magnitude.

Plosone

Expert writing Tips

Best practice

When discussing decisions or conclusions, clearly state the impact of using "on inaccurate data" to emphasize the potential consequences of relying on flawed information. Highlight how it can lead to incorrect outcomes or misinterpretations.

Common error

Avoid exaggerating the impact of decisions based "on inaccurate data". While it's important to highlight potential issues, overstating the consequences can undermine your credibility. Provide a balanced perspective that acknowledges both the risks and any mitigating factors.

Linguistic Context

The phrase "on inaccurate data" primarily functions as a prepositional phrase that modifies a verb or noun, indicating the basis or foundation for an action, decision, or conclusion. As noted by Ludwig AI, this phrase correctly conveys that something relies on incorrect or misleading information.

Expression frequency: Uncommon

Frequent in

Science

33%

News & Media

50%

Formal & Business

17%

Less common in

Wiki

0%

Reference

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "on inaccurate data" is a prepositional phrase used to describe situations where decisions or conclusions are based on flawed or incorrect information. According to Ludwig AI, the phrase is grammatically correct and suitable for use in various contexts, including scientific, news, and business communications. While generally neutral in tone, it is crucial to use it accurately and avoid overstating the impact of relying on flawed data. Alternatives like "based on flawed data" or "relying on erroneous data" can be used to add nuance. Remember to clearly state the consequences of using "on inaccurate data" in your writing to emphasize the risks involved.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on flawed data

Replaces "inaccurate" with "flawed", suggesting a more fundamental problem with the data's integrity.

relying on erroneous data

Substitutes "inaccurate" with "erroneous", emphasizing the data's deviation from what is correct.

predicated on false data

Uses "predicated" to highlight the dependence on the data, and "false" to indicate its untruthfulness.

grounded in unreliable data

Emphasizes the lack of dependability in the data used.

founded on spurious data

Replaces "inaccurate" with "spurious", suggesting the data is not genuine or valid.

dependent on incorrect data

A more direct substitution, replacing "inaccurate" with "incorrect".

contingent on invalid data

Uses "contingent" to express the dependence and "invalid" to describe the data's lack of validity.

hinging on imprecise data

Highlights the data's lack of precision as the critical flaw.

stemming from faulty data

Focuses on the origin of the issue, with "faulty" describing the data's imperfection.

derived from inexact data

Emphasizes that the data lacks exactness or precision.

FAQs

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

You can use "on inaccurate data" to describe a situation where decisions or conclusions are based on incorrect or flawed information. For example: "The report's findings were compromised because they were based "on inaccurate data"".

What are some alternatives to "on inaccurate data"?

Alternatives to "on inaccurate data" include phrases like "based on flawed data", "relying on erroneous data", or "predicated on false data". The best choice depends on the specific nuance you want to convey.

Is it better to say "based on inaccurate data" or "using inaccurate data"?

"Based on inaccurate data" is typically more appropriate when referring to conclusions or decisions that result from flawed information. "Using inaccurate data" is better suited when discussing the process of employing incorrect information, regardless of the outcome.

What is the difference between "inaccurate data" and "incomplete data"?

"Inaccurate data" refers to information that is incorrect or contains errors. "Incomplete data", by contrast, refers to information that is missing or lacks essential details. Both can lead to problems, but they describe different kinds of deficiencies.