a dearth of data

USAGE SUMMARY

The phrase "a dearth of data" is correct and usable in written English.
You can use it to describe a lack of information or evidence regarding something. For example, "Due to a dearth of data, it was difficult to draw any meaningful conclusions about the impact of the new policy."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

For most storms, there is a dearth of data that could help shape forecasts.

The New York Times

But it's also tricky to find numbers here, due to a dearth of data on freelancing as a sector.

The New Yorker

Dr. James Zacny, an associate professor at the University of Chicago and a leading narcotics researcher, said there was a dearth of data about the long-term risks that narcotics pose.

The New York Times - Science

"How do we address these drugs as a society?" There is a dearth of data from independent groups regarding impairment from prescription drugs in the workplace, partly because the issue has not drawn broad scrutiny.

The New York Times

Advertisers and brands have been slow to respond to fathers as a consumer group because of a dearth of data, says Alan Kercinik, a Chicago-based group creative director at Edelman, the public relations firm.

The New York Times

But, concerned about a dearth of data on how safe the implants are and how well they hold up over a decade or more, the panel said its approval was contingent on a list of conditions, like education of surgeons and patients and continued monitoring of women who get implants.

The New York Times

Report to Congress finds a gender disparity in grant awards and a dearth of data.

Science Magazine

There is a dearth of data on spectral parameters of cervical muscles.

Journal of Electromyography and Kinesiology

However, until recently, there has been a dearth of data on the forms and patterns of migration within the nations of Africa.

EPJ Data Science

On the other hand, there is a dearth of data that can be used to measure the largely unobservable potential niche.

Carbon Balance and Management

However, there is a dearth of data available regarding the impact of cattle access to streams in poorly drained landscapes of the Midwest.

Agricultural Water Management

Expert writing Tips

Best practice

When using "a dearth of data", clearly specify the area or topic where data is lacking to provide context and avoid ambiguity.

Common error

Avoid using "a dearth of data" when there is some data available, but it is unreliable or low quality. "Dearth" implies near absence, not simply poor quality.

Linguistic Context

The phrase "a dearth of data" functions as a noun phrase that identifies a deficiency or lack of information. As shown by Ludwig, it frequently appears in contexts where research or analysis is hindered by insufficient data.

Expression frequency: Very common

Frequent in

Science

52%

News & Media

30%

Formal & Business

18%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "a dearth of data" correctly describes a scarcity or lack of information. As Ludwig AI confirms, it is grammatically correct and commonly used in formal writing. It's especially prevalent in scientific and news contexts, as highlighted by the many examples from journals and newspapers. While synonymous with "a lack of data", "dearth" adds a more formal and emphatic tone. When using the phrase, be specific about the area where data is lacking. Remember that "dearth" implies a near absence, not simply poor quality. Alternatives like "a scarcity of information" or "insufficient data" may be more appropriate depending on the nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a scarcity of information

Replaces "dearth" with "scarcity" offering a direct synonym for lack of something.

a lack of data

Uses more common vocabulary; simpler and more direct.

a paucity of data

Replaces "dearth" with "paucity," indicating a small amount, similar to scarcity.

limited data availability

Focuses on the availability rather than the quantity of data.

insufficient data

Highlights the inadequacy of the data for a particular purpose.

a shortage of data

Implies a deficit and unmet need for data.

a vacuum of information

Emphasizes the absence of information using a more metaphorical term.

data deficiency

A more technical term for the lack of data, often used in scientific contexts.

a limited dataset

Highlights the constraints caused by a small or incomplete dataset.

a blank space in the data

Emphasizes the absence of values in a more metaphorical term.

FAQs

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

You can use "a dearth of data" to describe situations where there is a significant lack of information. For example, "There is "a dearth of data" on the long-term effects of this new drug".

What's the difference between "a lack of data" and "a dearth of data"?

"A lack of data" is a more common and straightforward way to express that information is missing. "A dearth of data" is more formal and emphasizes a scarcity or deficiency. You can use alternatives like "a lack of data", depending on the context.

Which is more appropriate, "a dearth of data" or "limited data"?

Both are appropriate but convey slightly different meanings. "Limited data" suggests some data exists but isn't comprehensive. "A dearth of data" implies a more severe scarcity. You can use alternatives like "limited data availability", depending on the context.

What can I say instead of "a dearth of data"?

You can use alternatives like "a scarcity of information", "insufficient data", or ""limited data availability"" depending on the context.