paucity of appropriate data

USAGE SUMMARY

The phrase "paucity of appropriate data" is correct and usable in written English.
It can be used when discussing a lack or insufficiency of suitable information or data in a particular context, such as research or analysis. Example: "The study faced significant challenges due to the paucity of appropriate data, making it difficult to draw reliable conclusions."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Therefore, despite the paucity of appropriate data, the German clinical practice guidelines for CRC state that adjuvant chemotherapy may be considered in these patients.

BMC Cancer

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

However, thus far there is a paucity of studies on potential effects of the ongoing internationalization on a firm's recruitment and training behavior, also because of a lack of appropriate data (Eriksson [2010]).

Empirical Research in Vocational Education and Training

Yet often they find themselves managing these systems with a paucity of appropriate performance information.

Health Research Policy and Systems

Unfortunately, they often find themselves managing these systems with a paucity of appropriate performance information.

Health Research Policy and Systems

Since the differences in purification methods or manufacturing processes may influence the activity of BoNTs, there remains a paucity of appropriate and comparable quantitative data of BoNTs analysis from variety of methods based on its metallopeptidase activity [14, 15].

Nanoscale Research Letters

From the available data [ 6], silicon is not tightly tied into other aspects of cellular metabolism, although given the paucity of appropriate studies, this should be considered with caution.

BMC Genomics

The weirdest part was filming it in Malaysia, owing to the paucity of appropriate buildings and infrastructure in Shimla itself.

The Guardian - TV & Radio

Danzell went without help for months, because there is a paucity of appropriate, high quality mental health services in the District.

Huffington Post

However, this option is constrained by the paucity of appropriate cell lines.

Cell and Bioscience

Although HAPO provided rigorous outcome data to determine the thresholds appropriate for the diagnosis of gestational diabetes, there are a paucity of data on appropriate therapeutic targets for women with diabetes or gestational diabetes.

Diabetes Care

The paucity of data on appropriate triage of patients for surgery has been identified as a major gap in current knowledge and is suggested as a priority for future studies [ 68].

BMC Health Services Research

Expert writing Tips

Best practice

When using "paucity of appropriate data", ensure the context clearly indicates what kind of data is lacking and why it is essential. For example, specify the type of study or analysis that requires the data.

Common error

Avoid using "paucity of appropriate data" in casual or informal writing. Opt for simpler phrases like "lack of data" or "not enough information" to maintain clarity and appropriateness for the audience.

Linguistic Context

The phrase "paucity of appropriate data" functions as a noun phrase that identifies a deficiency or lack. It's used to describe situations where the amount of relevant information is insufficient for a particular purpose, as shown in examples provided by Ludwig.

Expression frequency: Uncommon

Frequent in

Science

65%

News & Media

20%

Academia

10%

Less common in

Formal & Business

5%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "paucity of appropriate data" correctly describes a situation where there is a lack of sufficient or suitable information. Ludwig AI confirms its grammatical correctness and its prevalence in formal and scientific contexts. While alternatives like "lack of adequate data" exist, this phrase precisely conveys the nuance that the missing data is not only scarce but also relevant and suitable. When employing it, ensure clarity about the specific data lacking and its importance to the context. To maintain audience appropriateness, adjust the phrase to simpler alternatives in informal writing. Overall, use this phrase when precision and formality are essential, particularly in academic or scientific settings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

scarcity of relevant information

Replaces "paucity" with "scarcity" and "appropriate data" with "relevant information".

lack of adequate data

Uses "lack of" instead of "paucity of" and "adequate" instead of "appropriate".

insufficient relevant data

Employs "insufficient" in place of "paucity of" and "appropriate".

limited availability of suitable data

Replaces "paucity" with "limited availability" and "appropriate" with "suitable".

dearth of applicable data

Substitutes "paucity" with "dearth" and "appropriate" with "applicable".

inadequate supply of appropriate information

Uses "inadequate supply" instead of "paucity" and "information" instead of "data".

shortage of fitting data

Replaces "paucity" with "shortage" and "appropriate" with "fitting".

meager amount of suitable information

Substitutes "paucity" with "meager amount" and "data" with "information".

limited quantity of relevant facts

Uses "limited quantity" instead of "paucity" and "facts" instead of "data".

deficiency of pertinent data

Replaces "paucity" with "deficiency" and "appropriate" with "pertinent".

FAQs

What does "paucity of appropriate data" mean?

It means there is a shortage or lack of data that is suitable or relevant for a specific purpose or analysis. It suggests that the available data is either insufficient in quantity or not of the right quality to address the issue at hand.

How to use "paucity of appropriate data" in a sentence?

You can say, "The research project was hampered by a "paucity of appropriate data", making it difficult to draw definitive conclusions", or "Due to the "paucity of appropriate data", the policy recommendations are based on limited evidence".

What are some alternatives to "paucity of appropriate data"?

You can use alternatives like "lack of adequate data", "insufficient relevant data", or "limited availability of suitable data" depending on the context.

Is it better to say "lack of data" or "paucity of appropriate data"?

While "lack of data" is simpler and more direct, "paucity of appropriate data" specifies that the problem isn't just a lack of any data, but a lack of data that is relevant and suitable. Choose the phrase that best reflects the specific nuance you want to convey.