contingent on deceptive data

USAGE SUMMARY

The phrase "contingent on deceptive data" is correct and usable in written English.
It can be used when discussing situations or decisions that depend on misleading or false information. Example: "The project's success is contingent on deceptive data, which may lead to flawed conclusions."

✓ Grammatically correct

Science

News & Media

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

However the analysis is not critically contingent on precise data values.

Plosone

The validity of computed associations between health outcomes and measures of GP access such as GP density is contingent on geographical data quality.

BMC Health Services Research

This concept can provide a sample size only contingently (i.e., contingent on data collection and analysis, as per Glaser and Strauss).

BMC Musculoskeletal Disorders

The chapter discusses elimination of redundancy and deceptive data.

Data Analysis for Database Design

RD 4 : The proposed scheme is RD4 which is used for cooperative deceptive data detection.

EURASIP Journal on Wireless Communications and Networking

Nonetheless, in some cases, surveillance may be the only practical method to obtain sufficient data to carry out a preliminary assessment of risk (contingent on adequate quality data).

Environmental Health Perspectives

This makes predictions of flood levels contingent on thousands of data points, not just depth gauges here and there.

The New York Times

The full implementation of the technology is contingent on Söderqvist ensuring his data gathering is in line with EU data protection rules; but eventually, Söderqvist hopes that it will be able to do more.

Vice

The veracity of weighting hospital output by RIW is contingent on accurately reported clinical data.

BMC Health Services Research

Minor comments: Page 3: the authors should specify that also part of data on male aggressiveness (3 species from Table 1) come from previous studies, as they do for data on deceptive male mating behavior.

F1000Research

The analysis is based on contingent valuation data from a household survey among a small representative sample of the Ukrainian population.

BMC Health Services Research

Expert writing Tips

Best practice

When using the phrase "contingent on deceptive data", clearly define what constitutes 'deceptive data' in your specific context to avoid ambiguity. Is it intentionally falsified data, or simply inaccurate data that leads to misleading conclusions?

Common error

Avoid assuming that 'deceptive data' always implies malicious intent. Sometimes, data can be unintentionally misleading due to collection errors or flawed methodologies. Make sure to investigate the source and nature of the data before assigning blame.

Linguistic Context

The phrase "contingent on deceptive data" functions as a prepositional phrase that typically modifies a verb, noun, or adjective. It indicates that something is dependent or conditional upon the existence or use of false or misleading information. Given the information from Ludwig, its usage, even though limited, is grammatically correct.

Expression frequency: Missing

Frequent in

Science

0%

News & Media

0%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "contingent on deceptive data" describes a situation where an outcome or decision is dependent on false or misleading information. Ludwig AI indicates that the phrase is grammatically correct, but examples in real-world contexts are currently missing. While the grammatical status is sound, its actual frequency of use is difficult to ascertain. Related phrases, such as "dependent on misleading data" or "conditional on false information", offer alternative ways to express similar concepts. When using this phrase, it's important to define what constitutes 'deceptive data' to avoid ambiguity and be mindful of not automatically implying malicious intent behind the data's deceptiveness.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

dependent on misleading data

Replaces "contingent" with "dependent" for a more direct synonym, while retaining the core meaning.

conditional on false information

Substitutes "contingent" with "conditional" and "deceptive" with "false", emphasizing the if-then relationship.

relying on fraudulent data

Changes the structure to focus on the act of relying, highlighting the negative aspect of using "fraudulent data".

predicated on inaccurate data

Replaces "contingent" with "predicated", indicating a foundational dependence on "inaccurate data".

based on spurious information

Uses "spurious" to describe the information, suggesting it's not genuine or valid.

subject to manipulated data

Highlights the vulnerability of being "subject to" data that has been tampered with.

hinging on fabricated data

Emphasizes that the outcome "hinges on" completely "fabricated data", implying a high level of risk.

depending on data of dubious quality

Focuses on the questionable "quality" of the data, suggesting uncertainty about its reliability.

contingent upon data that misleads

Rephrases the sentence to clarify that the data has the ability to mislead.

determined by falsified data

Indicates that the outcome is directly "determined by falsified data", suggesting a deliberate act of deception.

FAQs

How can I use "contingent on deceptive data" in a sentence?

You can use "contingent on deceptive data" to describe situations where outcomes or decisions rely on misleading or false information. For example: "The project's success is "contingent on deceptive data", which may lead to flawed conclusions."

What are some alternatives to "contingent on deceptive data"?

Alternatives include "dependent on misleading data", "conditional on false information", or "relying on fraudulent data", depending on the specific nuance you want to convey.

Is it more appropriate to say "contingent on deceptive data" or "contingent on misleading data"?

Both are acceptable, but "deceptive data" implies a deliberate attempt to mislead, while "misleading data" can refer to data that is unintentionally inaccurate. The choice depends on whether there's an intent to deceive.

What is the difference between "contingent on deceptive data" and "based on deceptive data"?

"Contingent on deceptive data" suggests that the outcome is dependent on the deceptive data, while "based on deceptive data" implies that the deceptive data serves as the foundation or starting point. They are subtly different in emphasis but often interchangeable.