paucity of data

USAGE SUMMARY

The phrase 'paucity of data' is correct and usable in written English.
You can use it to refer to a situation where there is little or no data available. For example: "The research team encountered a paucity of data, making it difficult to draw any meaningful conclusions."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Paucity of data is discussed.

Environmental Science & Policy

The paucity of data available to inform policymakers and the medical profession is shocking.

Nature

Diffuse esophageal spasm is also discussed, although there is a paucity of data regarding this condition.

Nature

Still, one of possible obstacles in doing so is the relative paucity of data.

Nature

On the other hand, he has to face the relative paucity of data.

Nature

Evidence of the paucity of data on environmental problems was frequently noted in the summary.

The New York Times

Currently there is a paucity of data regarding economic differences between practice models.

Stanford University

"Below-ground plant ecology has been understudied, limited by a paucity of data," he said.

Princeton University

This paucity of data hinders educational, support, research and policy efforts.

Stanford University

The paucity of data on violence in schools means it is impossible to analyse links between violence and social causes.

The Guardian

Despite the paucity of data, the "exit drug" theory has led to overwhelming support for medical marijuana research among veterans.

The Guardian

Expert writing Tips

Best practice

In academic or scientific writing, follow the phrase with an explanation of the impact of this lack of data on the analysis or conclusions.

Common error

Avoid exaggerating the "paucity of data" if some data exists, or the impact of the same is not strong. Instead, accurately describe the limitation and propose solutions, such as further research.

Linguistic Context

The phrase "paucity of data" functions as a noun phrase, typically serving as the subject or object of a sentence. It describes the state of having insufficient or inadequate data for a particular purpose. As Ludwig AI explains, it indicates a situation where information is lacking.

Expression frequency: Very common

Frequent in

Science

54%

News & Media

24%

Academia

19%

Less common in

Formal & Business

3%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "paucity of data" is a grammatically correct and widely used expression, signifying a lack of sufficient data in a given context. Ludwig AI confirms its usability, especially in formal settings. Predominantly found in scientific, news, and academic domains, it serves to highlight limitations in research or analysis. While alternatives like "scarcity of data" or "lack of data" exist, "paucity of data" maintains a formal tone. When employing this phrase, clarity regarding the specific data deficiency and its implications is crucial for effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

scarcity of data

Replaces "paucity" with "scarcity", a more common synonym, maintaining the same grammatical structure.

lack of data

Uses simpler and more direct language compared to "paucity", making it more accessible.

dearth of data

Employs "dearth", a stronger synonym for "paucity", emphasizing a severe lack.

insufficiency of data

Replaces "paucity" with "insufficiency", highlighting that the data is not adequate.

limited data availability

Focuses on the availability of data, rather than the quantity itself.

inadequate data

Highlights that the available data is not sufficient for the intended purpose.

poor data quality

Shifts the focus from the quantity to the quality of the data, implying that the data is not reliable or useful.

shortage of data

Uses "shortage", suggesting a temporary lack of data.

data deficiency

Uses a more technical term, "deficiency", suitable for formal contexts.

limited amount of data

Rephrases to emphasize the limited quantity using more common language.

FAQs

How can I use "paucity of data" in a sentence?

You can use "paucity of data" to describe a situation where there is a lack of sufficient data. For example: "Due to the "paucity of data", the study's conclusions were limited."

What are some alternatives to "paucity of data"?

Some alternatives to "paucity of data" include "scarcity of data", "lack of data", or "dearth of data", depending on the specific nuance you want to convey.

Is it better to use "paucity of data" or "lack of data"?

"Lack of data" is more straightforward and widely understood. "Paucity of data" is more formal and emphasizes the insufficiency. Choose based on your audience and the desired tone.

In what contexts is "paucity of data" most appropriate?

"Paucity of data" is often used in formal writing, such as academic papers, scientific reports, and policy documents, where a precise and somewhat elevated tone is desired.