Deficiency of data

USAGE SUMMARY

The phrase "Deficiency of data" is correct and usable in written English.
It can be used in contexts where there is a lack or insufficiency of information or data needed for analysis or decision-making. Example: "The research findings were inconclusive due to a significant deficiency of data on the subject."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

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

Knowledge-Based Systems

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

Health Economics Review

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

The Fifth Development Plan (1990) recognized the deficiency of the data and called for more reliable data about water resources and for the completion of the National Water Plan.

Food and Agriculture Organization of the United Nations

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

Expert writing Tips

Best practice

When using "deficiency of data", clearly specify what kind of data is deficient and its impact on the analysis or decision-making process. For example: "The study suffered from a deficiency of longitudinal data, limiting our ability to assess long-term effects."

Common error

Avoid using "deficiency of data" without specifying the type of data and the context. Instead of saying, "There is a deficiency of data", be specific: "There is a deficiency of historical climate data for the region, making accurate forecasting difficult."

Linguistic Context

The phrase "deficiency of data" functions as a noun phrase, where "deficiency" acts as the head noun and "of data" serves as a prepositional phrase modifying the noun. It identifies a state of lacking sufficient information.

Expression frequency: Rare

Frequent in

Science

75%

News & Media

12%

Formal & Business

13%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "deficiency of data" describes a situation where information is lacking or inadequate, typically within formal or scientific contexts. Ludwig AI analysis confirms its grammatical correctness, though its frequency is relatively low. Alternative phrases like "lack of data" or "insufficient data" offer similar meanings. When employing the phrase, specifying the type and impact of the data deficiency enhances clarity. Though not commonly used, the phrase "deficiency of data" is a valid and useful expression.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Lack of data

Emphasizes the absence of data rather than its inadequacy.

Insufficient data

Highlights that the existing data is not enough.

Data scarcity

Focuses on the limited availability of data.

Limited data

Indicates that the amount of data is restricted.

Inadequate data

Stresses the unsuitability of the data for its intended purpose.

Paucity of data

A more formal way to describe a small amount of data.

Shortage of data

Indicates a deficit or lack of necessary data.

Absence of data

Highlights the complete lack of information.

Want of data

An older, more formal expression for lacking data.

Dearth of data

A more literary term for a lack of data.

FAQs

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

You can use "deficiency of data" to describe situations where there is a lack or inadequacy of information. For example, "The study's conclusions were limited by the deficiency of data on patient demographics."

What are some alternatives to "deficiency of data"?

Alternatives include "lack of data", "insufficient data", or "data scarcity", depending on the specific context.

Is it better to say "deficiency in data" or "deficiency of data"?

"Deficiency of data" is the more common and grammatically accepted phrasing. While "deficiency in data" might be understood, "deficiency of data" is generally preferred in formal writing.

What does it mean when a study mentions a "deficiency of data"?

It typically means that the available data is not comprehensive or robust enough to draw firm conclusions, potentially leading to uncertainty or requiring further research.