unavailability of data

USAGE SUMMARY

"unavailability of data" is a correct and usable phrase in written English.
You can use it when referring to a lack of information or resources that are needed in order to finish a task. For example: "Due to the unavailability of data, the analysis could not be completed."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Data for England, Wales and Isle of Man excludes January 2013 due to unavailability of data for that month.

The Guardian

That is compounded by the unavailability of data like TV ratings to help guide ad spending and placement decisions for the market, which is still not large enough to be tracked by number-takers like Nielsen.

The New York Times

There is unavailability of data, especially for newly developed systems.

Complex & Intelligent Systems

However, the unavailability of data, especially for certain Muslim countries, can pose a significant limitation.

Financial Innovation

Due to unavailability of data, this study is subject to several limitations.

Latin American Economic Review

Due to unavailability of data and information, different estimation techniques are formulated and implemented.

Computers & Chemical Engineering

In this case, no suggestions can be made about the Almacik block because of the unavailability of data.

Earth, Planets and Space

Since there is no result from seismic interferometry in 2011, we cannot use 2011 as the reference year due to the unavailability of data.

Earth, Planets and Space

The latitudinal analysis has been done only for LSA because of the unavailability of data at the Pruhonice station for HSA.

Earth, Planets and Space

The main limit of this trial was the unavailability of data about aura; furthermore, male gender constitutes, per se, a risk factor for cardiovascular disease [13].

The Journal of Headache and Pain

A limiting factor in the calibration effort of hydrological model was the unavailability of data for the estuary of Sperchios River basin.

Applied Water Science

Expert writing Tips

Best practice

When using "unavailability of data", specify the type of data missing and its impact on the analysis or decision-making process.

Common error

Recognize that while "unavailability of data" often hinders research, it can sometimes lead to innovative methods or alternative approaches to address the gap.

Linguistic Context

The phrase "unavailability of data" functions primarily as a noun phrase, often serving as the subject or object of a sentence. As Ludwig AI points out, it is used to describe a state where data is lacking or inaccessible. This can significantly impact various processes, especially in research and analysis.

Expression frequency: Very common

Frequent in

Science

79%

News & Media

8%

Formal & Business

5%

Less common in

Reference

0%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "unavailability of data" is a grammatically correct and commonly used expression to describe a lack of accessible information. As Ludwig AI confirms, it functions as a noun phrase, primarily in formal and scientific contexts. Its purpose is to highlight limitations in research, analysis, and decision-making. While alternative phrases like "lack of data" and "absence of data" exist, "unavailability of data" maintains its relevance in professional and academic settings. Be mindful to specify the type of data missing and its impact when using this phrase.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

lack of data

This alternative is a more direct and common way to express the absence of data.

missing data

This alternative directly states that some of the data is not present.

absence of data

This alternative emphasizes the complete non-existence of data.

paucity of data

This alternative suggests a scarcity or limited amount of data, which may not be complete absence.

dearth of data

This alternative implies a severe lack of data, often suggesting a negative consequence.

inadequacy of data

This alternative highlights that the existing data is not suitable or sufficient for the intended purpose.

insufficiency of data

This alternative focuses on the inadequacy of the data to meet the needs of the analysis or task.

data scarcity

This alternative is a more concise way to express that data is lacking and difficult to obtain.

limited data

This alternative indicates that the amount of data is restricted or not extensive.

restricted access to data

This alternative focuses on the limitation of obtaining the existing data.

FAQs

How can I rephrase "unavailability of data" in a sentence?

You can substitute it with phrases such as "lack of data", "absence of data", or "insufficiency of data" depending on the context.

What does "unavailability of data" imply in research?

In research, "unavailability of data" often indicates a limitation in the study, potentially affecting the scope, accuracy, and generalizability of the findings. It may necessitate the use of alternative methods or lead to cautious interpretations.

Which is correct, "unavailability of data" or "lack of data"?

Both "unavailability of data" and "lack of data" are correct and widely accepted. The choice depends on the desired level of formality and the specific nuance you want to convey.

How does "unavailability of data" affect decision-making?

The "unavailability of data" can significantly impair the quality and confidence of decisions. Decision-makers might need to rely on estimations, assumptions, or alternative data sources, which increases the risk of errors or suboptimal outcomes.