deficiency of data

USAGE SUMMARY

The phrase 'deficiency of data' is correct and usable in written English.
You can use it to refer to an incomplete or inadequate amount of data or information. For example: "Our research was hampered by a deficiency of data."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

The present study represents a first attempt to quantify a group of professionals characterised by a deficiency of data.

Health Economics Review

However, creating an official certification model is difficult due to the deficiency of data in the domain of software engineering.

Knowledge-Based Systems

Additionally, 3 studies were further excluded because of the deficiency of data integrity.

BMC Musculoskeletal Disorders

Through the use of rarefaction curves we show that limited phylogenetic resolution among the earliest nodes in the Ovalentaria phylogeny does not appear to be due to a deficiency of data, as average global node support ceases to increase when only 1/3rd of the sampled loci are used in analyses.

BMC Evolutionary Biology

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

The median Downs and Black score expressed as a proportion was 60% (interquartile range 34-86%); the most common deficiencies were a lack of data on contamination of comparison groups (owing to failure to report exposure over multiple time points) and failure to report all types of adverse vascular events potentially related to shift work (extra figure B).

British Medical Journal

Most authors have identified lack of data and deficiencies in the inference algorithms as the main reasons for this situation.

BMC Systems Biology

However, due to the deficiency of global data and large-scale modeling efforts, the assessment and mapping of potential storm surge impacts at the global level are limited.

International Journal of Disaster Risk Science

The difficulties in assessing and mapping storm surge risks on a global scale have been generally ascribed to the deficiency of global data with a high resolution and the complexity of the global coastal system.

International Journal of Disaster Risk Science

The limitation of this study is the deficiency of microbial data.

Disease Markers

However, we excluded the trials due to deficiency of useful data.

BMC Complementary and Alternative Medicine

To compensate for the deficiency of microbiologic data in the NHI database, we reviewed the medical records of case-patients with primary pyogenic liver abscess admitted to NTUH from 2000 through 2004.

Emerging Infectious Diseases

Expert writing Tips

Best practice

When using "deficiency of data", specify the area or context where the data is lacking to provide clarity and context for your reader.

Common error

Avoid exaggerating the consequences of a "deficiency of data". While it can be a significant limitation, ensure your claims are proportional to the actual impact on your analysis or decision-making.

Linguistic Context

The phrase "deficiency of data" functions as a noun phrase, typically serving as the subject or object of a sentence. It indicates a state of lacking sufficient information, as confirmed by Ludwig's analysis of its usage.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

20%

Wiki

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "deficiency of data" refers to a situation where there is an inadequate amount of information available, mostly in science, news and media. Ludwig AI confirms its grammatical correctness and usability. While accurate, simpler options like "lack of data" are also valid. When using the phrase, ensure you specify the context of the data deficiency to improve clarity. Despite its proper use, remember to avoid exaggerating the resulting impacts. The examples show its presence in scientific and academic sources, making it a formal expression.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

lack of data

This alternative uses a more common and direct term for absence, "lack", instead of "deficiency".

scarcity of data

Replaces "deficiency" with "scarcity", highlighting the limited availability of data.

paucity of data

Uses "paucity" to emphasize a small or insufficient amount of data.

insufficiency of data

Replaces "deficiency" with "insufficiency", indicating that the data is not adequate for a specific purpose.

inadequate data

This alternative phrase is shorter by removing "of", keeping the same meaning.

limited data availability

Focuses on the availability of data being limited.

data shortage

This is a more concise way of expressing the same idea, replacing "deficiency of" with "shortage".

gaps in data

This phrase highlights the incompleteness of the data, using the term "gaps".

data deficit

Uses "deficit" to indicate that the amount of data is less than what is needed.

weak data

This alternative describes the data as unreliable.

FAQs

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

You can use "deficiency of data" to describe situations where there is an insufficient amount of data available. For example, "The study's conclusions were limited by a "deficiency of data" on long-term effects."

What's a simpler way to say "deficiency of data"?

Alternatives like "lack of data" or "data shortage" are simpler and more commonly used.

Is "deficiency of data" a formal or informal expression?

"Deficiency of data" is suitable for formal and academic writing. In more informal contexts, simpler alternatives like "lack of data" may be preferred.

What kind of problems can arise from a "deficiency of data"?

A "deficiency of data" can lead to inaccurate conclusions, biased analysis, and difficulty in making informed decisions. Addressing this requires gathering more data or using alternative analysis methods to mitigate the impact of the data shortage.